From 45bda8009fa177e55c2911c78ed047d5c84efe3a Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Wed, 4 Mar 2026 23:29:01 +0530
Subject: [PATCH 1/8] feat: implement SkillContext for optimized data fetching

---
 web-app/src/context/SkillContext.tsx | 76 ++++++++++++++++++++++++++++
 web-app/src/main.tsx                 |  5 +-
 2 files changed, 80 insertions(+), 1 deletion(-)
 create mode 100644 web-app/src/context/SkillContext.tsx

diff --git a/web-app/src/context/SkillContext.tsx b/web-app/src/context/SkillContext.tsx
new file mode 100644
index 00000000..3ef74f73
--- /dev/null
+++ b/web-app/src/context/SkillContext.tsx
@@ -0,0 +1,76 @@
+import React, { createContext, useContext, useState, useEffect, useCallback, useMemo } from 'react';
+import type { Skill, StarMap } from '../types';
+import { supabase } from '../lib/supabase';
+
+interface SkillContextType {
+    skills: Skill[];
+    stars: StarMap;
+    loading: boolean;
+    refreshSkills: () => Promise<void>;
+}
+
+const SkillContext = createContext<SkillContextType | undefined>(undefined);
+
+export function SkillProvider({ children }: { children: React.ReactNode }) {
+    const [skills, setSkills] = useState<Skill[]>([]);
+    const [stars, setStars] = useState<StarMap>({});
+    const [loading, setLoading] = useState(true);
+
+    const fetchSkillsAndStars = useCallback(async (silent = false) => {
+        if (!silent) setLoading(true);
+        try {
+            // Fetch skills index
+            const res = await fetch('/skills.json');
+            const data = await res.json();
+            setSkills(data);
+
+            // Fetch stars from Supabase if available
+            if (supabase) {
+                const { data: starData, error } = await supabase
+                    .from('skill_stars')
+                    .select('skill_id, star_count');
+
+                if (!error && starData) {
+                    const starMap: StarMap = {};
+                    starData.forEach((item: { skill_id: string; star_count: number }) => {
+                        starMap[item.skill_id] = item.star_count;
+                    });
+                    setStars(starMap);
+                }
+            }
+        } catch (err) {
+            console.error('SkillContext: Failed to load skills', err);
+        } finally {
+            if (!silent) setLoading(false);
+        }
+    }, []);
+
+    useEffect(() => {
+        fetchSkillsAndStars();
+    }, [fetchSkillsAndStars]);
+
+    const refreshSkills = useCallback(async () => {
+        await fetchSkillsAndStars(true);
+    }, [fetchSkillsAndStars]);
+
+    const value = useMemo(() => ({
+        skills,
+        stars,
+        loading,
+        refreshSkills
+    }), [skills, stars, loading, refreshSkills]);
+
+    return (
+        <SkillContext.Provider value={value}>
+            {children}
+        </SkillContext.Provider>
+    );
+}
+
+export function useSkills() {
+    const context = useContext(SkillContext);
+    if (context === undefined) {
+        throw new Error('useSkills must be used within a SkillProvider');
+    }
+    return context;
+}
diff --git a/web-app/src/main.tsx b/web-app/src/main.tsx
index 6545cc9a..533d286c 100644
--- a/web-app/src/main.tsx
+++ b/web-app/src/main.tsx
@@ -2,6 +2,7 @@ import { StrictMode } from 'react';
 import { createRoot } from 'react-dom/client';
 import './index.css';
 import App from './App';
+import { SkillProvider } from './context/SkillContext';
 
 const rootElement = document.getElementById('root');
 if (!rootElement) {
@@ -10,6 +11,8 @@ if (!rootElement) {
 
 createRoot(rootElement).render(
   <StrictMode>
-    <App />
+    <SkillProvider>
+      <App />
+    </SkillProvider>
   </StrictMode>,
 );

From 804b5f6d75adb3f26cf6cb26933c131176ddec7c Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Wed, 4 Mar 2026 23:33:33 +0530
Subject: [PATCH 2/8] feat: optimize Home page with list virtualization and
 debounced search

---
 web-app/src/components/SkillCard.tsx |  66 +++++++++
 web-app/src/pages/Home.tsx           | 201 +++++++++------------------
 2 files changed, 134 insertions(+), 133 deletions(-)
 create mode 100644 web-app/src/components/SkillCard.tsx

diff --git a/web-app/src/components/SkillCard.tsx b/web-app/src/components/SkillCard.tsx
new file mode 100644
index 00000000..fe7ea3cd
--- /dev/null
+++ b/web-app/src/components/SkillCard.tsx
@@ -0,0 +1,66 @@
+import React from 'react';
+import { Link } from 'react-router-dom';
+import { Book, ArrowRight } from 'lucide-react';
+import { motion } from 'framer-motion';
+import { SkillStarButton } from './SkillStarButton';
+import type { Skill } from '../types';
+
+interface SkillCardProps {
+    skill: Skill;
+    starCount: number;
+}
+
+export const SkillCard = React.memo(({ skill, starCount }: SkillCardProps) => {
+    return (
+        <motion.div
+            layout
+            initial={{ opacity: 0, scale: 0.95 }}
+            animate={{ opacity: 1, scale: 1 }}
+            exit={{ opacity: 0, scale: 0.95 }}
+            transition={{ duration: 0.2 }}
+            className="h-full"
+        >
+            <Link
+                to={`/skill/${skill.id}`}
+                className="group flex flex-col h-full rounded-lg border border-slate-200 bg-white p-6 shadow-sm transition-all hover:bg-slate-50 hover:shadow-md dark:border-slate-800 dark:bg-slate-900 dark:hover:border-indigo-500/50"
+            >
+                <div className="flex items-center justify-between mb-4">
+                    <div className="flex items-center space-x-2">
+                        <div className="p-2 bg-indigo-50 dark:bg-indigo-950/30 rounded-md">
+                            <Book className="h-5 w-5 text-indigo-600 dark:text-indigo-400" />
+                        </div>
+                        <span className="text-xs font-medium px-2 py-1 rounded-full bg-slate-100 text-slate-600 dark:bg-slate-800 dark:text-slate-400">
+                            {skill.category || 'Uncategorized'}
+                        </span>
+                    </div>
+                    <SkillStarButton
+                        skillId={skill.id}
+                        initialCount={starCount}
+                        variant="default"
+                    />
+                </div>
+
+                <h3 className="text-lg font-bold text-slate-900 dark:text-slate-50 group-hover:text-indigo-600 dark:group-hover:text-indigo-400 transition-colors mb-2 line-clamp-1">
+                    @{skill.name}
+                </h3>
+
+                <p className="text-sm text-slate-500 dark:text-slate-400 line-clamp-3 mb-4 flex-grow">
+                    {skill.description}
+                </p>
+
+                <div className="flex items-center justify-between text-xs text-slate-400 dark:text-slate-500 mb-3 pb-3 border-b border-slate-100 dark:border-slate-800">
+                    <span>Risk: <span className="font-semibold text-slate-600 dark:text-slate-300">{skill.risk || 'unknown'}</span></span>
+                    {skill.date_added && (
+                        <span className="ml-2">📅 {skill.date_added}</span>
+                    )}
+                </div>
+
+                <div className="flex items-center text-sm font-medium text-indigo-600 dark:text-indigo-400 pt-2 mt-auto group-hover:translate-x-1 transition-transform">
+                    Read Skill <ArrowRight className="ml-1 h-4 w-4" />
+                </div>
+            </Link>
+        </motion.div>
+    );
+});
+
+SkillCard.displayName = 'SkillCard';
diff --git a/web-app/src/pages/Home.tsx b/web-app/src/pages/Home.tsx
index b5263a50..543846c7 100644
--- a/web-app/src/pages/Home.tsx
+++ b/web-app/src/pages/Home.tsx
@@ -1,61 +1,38 @@
-import { useState, useEffect } from 'react';
-import { Link } from 'react-router-dom';
-import { Search, Filter, Book, AlertCircle, ArrowRight, RefreshCw, ArrowUpDown } from 'lucide-react';
+import { useState, useEffect, useMemo, useCallback } from 'react';
+import { Search, Filter, AlertCircle, RefreshCw, ArrowUpDown } from 'lucide-react';
 import { motion, AnimatePresence } from 'framer-motion';
-import { supabase } from '../lib/supabase';
-import { SkillStarButton } from '../components/SkillStarButton';
-import type { Skill, StarMap, SyncMessage, CategoryStats } from '../types';
+import { VirtuosoGrid } from 'react-virtuoso';
+import debounce from 'lodash.debounce';
+import { useSkills } from '../context/SkillContext';
+import { SkillCard } from '../components/SkillCard';
+import type { Skill, SyncMessage, CategoryStats } from '../types';
 
 export function Home(): React.ReactElement {
-  const [skills, setSkills] = useState<Skill[]>([]);
-  const [filteredSkills, setFilteredSkills] = useState<Skill[]>([]);
+  const { skills, stars, loading, refreshSkills } = useSkills();
   const [search, setSearch] = useState('');
+  const [debouncedSearch, setDebouncedSearch] = useState('');
   const [categoryFilter, setCategoryFilter] = useState('all');
-  const [loading, setLoading] = useState(true);
-  const [stars, setStars] = useState<StarMap>({});
   const [sortBy, setSortBy] = useState('default');
   const [syncing, setSyncing] = useState(false);
   const [syncMsg, setSyncMsg] = useState<SyncMessage | null>(null);
 
-  useEffect(() => {
-    const fetchSkillsAndStars = async () => {
-      try {
-        // Fetch basic skill data
-        const res = await fetch('/skills.json');
-        const data = await res.json();
-
-        setSkills(data);
-        setFilteredSkills(data);
-
-        // Fetch star counts if supabase is configured
-        if (supabase) {
-          const { data: starData, error } = await supabase
-            .from('skill_stars')
-            .select('skill_id, star_count');
-
-          if (!error && starData) {
-            const starMap: StarMap = {};
-            starData.forEach((item: { skill_id: string; star_count: number }) => {
-              starMap[item.skill_id] = item.star_count;
-            });
-            setStars(starMap);
-          }
-        }
-      } catch (err) {
-        console.error('Failed to load skills', err);
-      } finally {
-        setLoading(false);
-      }
-    };
-
-    fetchSkillsAndStars();
-  }, []);
+  // Debounce search input to avoid excessive filtering on every keystroke
+  const debouncedSetSearch = useCallback(
+    debounce((value: string) => {
+      setDebouncedSearch(value);
+    }, 300),
+    []
+  );
 
   useEffect(() => {
+    debouncedSetSearch(search);
+  }, [search, debouncedSetSearch]);
+
+  const filteredSkills = useMemo(() => {
     let result = [...skills];
 
-    if (search) {
-      const lowerSearch = search.toLowerCase();
+    if (debouncedSearch) {
+      const lowerSearch = debouncedSearch.toLowerCase();
       result = result.filter(skill =>
         skill.name.toLowerCase().includes(lowerSearch) ||
         skill.description.toLowerCase().includes(lowerSearch)
@@ -75,20 +52,24 @@ export function Home(): React.ReactElement {
       result = [...result].sort((a, b) => a.name.localeCompare(b.name));
     }
 
-    setFilteredSkills(result);
-  }, [search, categoryFilter, sortBy, skills, stars]);
+    return result;
+  }, [debouncedSearch, categoryFilter, sortBy, skills, stars]);
 
   // Sort categories by count (most skills first), with 'uncategorized' at the end
-  const categoryStats: CategoryStats = {};
-  skills.forEach(skill => {
-    categoryStats[skill.category] = (categoryStats[skill.category] || 0) + 1;
-  });
+  const { categories, categoryStats } = useMemo(() => {
+    const stats: CategoryStats = {};
+    skills.forEach(skill => {
+      stats[skill.category] = (stats[skill.category] || 0) + 1;
+    });
 
-  const categories = ['all', ...Object.keys(categoryStats)
-    .filter(cat => cat !== 'uncategorized')
-    .sort((a, b) => categoryStats[b] - categoryStats[a]),
-    ...(categoryStats['uncategorized'] ? ['uncategorized'] : [])
-  ];
+    const cats = ['all', ...Object.keys(stats)
+      .filter(cat => cat !== 'uncategorized')
+      .sort((a, b) => stats[b] - stats[a]),
+      ...(stats['uncategorized'] ? ['uncategorized'] : [])
+    ];
+
+    return { categories: cats, categoryStats: stats };
+  }, [skills]);
 
   const handleSync = async () => {
     setSyncing(true);
@@ -101,11 +82,7 @@ export function Home(): React.ReactElement {
           setSyncMsg({ type: 'info', text: 'ℹ️ Skills are already up to date!' });
         } else {
           setSyncMsg({ type: 'success', text: `✅ Synced ${data.count} skills!` });
-          // Reload skills data only when there are actual updates
-          const freshRes = await fetch('/skills.json');
-          const freshData = await freshRes.json();
-          setSkills(freshData);
-          setFilteredSkills(freshData);
+          await refreshSkills();
         }
       } else {
         setSyncMsg({ type: 'error', text: `❌ ${data.error}` });
@@ -119,7 +96,7 @@ export function Home(): React.ReactElement {
   };
 
   return (
-    <div className="space-y-8">
+    <div className="space-y-8 flex flex-col h-[calc(100vh-8rem)]">
       <div className="flex flex-col space-y-4 md:flex-row md:items-center md:justify-between md:space-y-0">
         <div>
           <h1 className="text-3xl font-bold tracking-tight text-slate-900 dark:text-slate-100 mb-2">Explore Skills</h1>
@@ -127,13 +104,12 @@ export function Home(): React.ReactElement {
         </div>
         <div className="flex items-center gap-3">
           {syncMsg && (
-            <span className={`text-sm font-medium px-3 py-1.5 rounded-full ${
-              syncMsg.type === 'success'
-                ? 'bg-green-100 text-green-700 dark:bg-green-900/30 dark:text-green-400'
-                : syncMsg.type === 'info'
-                  ? 'bg-blue-100 text-blue-700 dark:bg-blue-900/30 dark:text-blue-400'
-                  : 'bg-red-100 text-red-700 dark:bg-red-900/30 dark:text-red-400'
-            }`}>
+            <span className={`text-sm font-medium px-3 py-1.5 rounded-full ${syncMsg.type === 'success'
+              ? 'bg-green-100 text-green-700 dark:bg-green-900/30 dark:text-green-400'
+              : syncMsg.type === 'info'
+                ? 'bg-blue-100 text-blue-700 dark:bg-blue-900/30 dark:text-blue-400'
+                : 'bg-red-100 text-red-700 dark:bg-red-900/30 dark:text-red-400'
+              }`}>
               {syncMsg.text}
             </span>
           )}
@@ -189,72 +165,31 @@ export function Home(): React.ReactElement {
         </div>
       </div>
 
-      <div className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
-        <AnimatePresence>
-          {loading ? (
-            [...Array(8)].map((_, i) => (
+      <div className="flex-1">
+        {loading ? (
+          <div className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
+            {[...Array(8)].map((_, i) => (
               <div key={i} className="animate-pulse rounded-lg border border-slate-200 p-6 h-48 bg-slate-100 dark:border-slate-800 dark:bg-slate-900">
               </div>
-            ))
-          ) : filteredSkills.length === 0 ? (
-            <div className="col-span-full py-12 text-center">
-              <AlertCircle className="mx-auto h-12 w-12 text-slate-400" />
-              <h3 className="mt-4 text-lg font-semibold text-slate-900 dark:text-slate-100">No skills found</h3>
-              <p className="mt-2 text-slate-500 dark:text-slate-400">Try adjusting your search or filter.</p>
-            </div>
-          ) : (
-            filteredSkills.map((skill) => (
-              <motion.div
-                key={skill.id}
-                layout
-                initial={{ opacity: 0, scale: 0.95 }}
-                animate={{ opacity: 1, scale: 1 }}
-                exit={{ opacity: 0, scale: 0.95 }}
-                transition={{ duration: 0.2 }}
-              >
-                <Link
-                  to={`/skill/${skill.id}`}
-                  className="group flex flex-col h-full rounded-lg border border-slate-200 bg-white p-6 shadow-sm transition-all hover:bg-slate-50 hover:shadow-md dark:border-slate-800 dark:bg-slate-900 dark:hover:border-indigo-500/50"
-                >
-                  <div className="flex items-center justify-between mb-4">
-                    <div className="flex items-center space-x-2">
-                      <div className="p-2 bg-indigo-50 dark:bg-indigo-950/30 rounded-md">
-                        <Book className="h-5 w-5 text-indigo-600 dark:text-indigo-400" />
-                      </div>
-                      <span className="text-xs font-medium px-2 py-1 rounded-full bg-slate-100 text-slate-600 dark:bg-slate-800 dark:text-slate-400">
-                        {skill.category || 'Uncategorized'}
-                      </span>
-                    </div>
-                    <SkillStarButton
-                      skillId={skill.id}
-                      initialCount={stars[skill.id] || 0}
-                      variant="default"
-                    />
-                  </div>
-
-                  <h3 className="text-lg font-bold text-slate-900 dark:text-slate-50 group-hover:text-indigo-600 dark:group-hover:text-indigo-400 transition-colors mb-2 line-clamp-1">
-                    @{skill.name}
-                  </h3>
-
-                  <p className="text-sm text-slate-500 dark:text-slate-400 line-clamp-3 mb-4 flex-grow">
-                    {skill.description}
-                  </p>
-
-                  <div className="flex items-center justify-between text-xs text-slate-400 dark:text-slate-500 mb-3 pb-3 border-b border-slate-100 dark:border-slate-800">
-                    <span>Risk: <span className="font-semibold text-slate-600 dark:text-slate-300">{skill.risk || 'unknown'}</span></span>
-                    {skill.date_added && (
-                      <span className="ml-2">📅 {skill.date_added}</span>
-                    )}
-                  </div>
-
-                  <div className="flex items-center text-sm font-medium text-indigo-600 dark:text-indigo-400 pt-2 mt-auto group-hover:translate-x-1 transition-transform">
-                    Read Skill <ArrowRight className="ml-1 h-4 w-4" />
-                  </div>
-                </Link>
-              </motion.div>
-            ))
-          )}
-        </AnimatePresence>
+            ))}
+          </div>
+        ) : filteredSkills.length === 0 ? (
+          <div className="py-12 text-center">
+            <AlertCircle className="mx-auto h-12 w-12 text-slate-400" />
+            <h3 className="mt-4 text-lg font-semibold text-slate-900 dark:text-slate-100">No skills found</h3>
+            <p className="mt-2 text-slate-500 dark:text-slate-400">Try adjusting your search or filter.</p>
+          </div>
+        ) : (
+          <VirtuosoGrid
+            style={{ height: '100%' }}
+            totalCount={filteredSkills.length}
+            listClassName="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 pb-8"
+            itemContent={(index) => {
+              const skill = filteredSkills[index];
+              return <SkillCard key={skill.id} skill={skill} starCount={stars[skill.id] || 0} />;
+            }}
+          />
+        )}
       </div>
     </div>
   );

From a33a9eaa1a098469b808181b884b26b2c3786773 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Wed, 4 Mar 2026 23:40:53 +0530
Subject: [PATCH 3/8] feat: optimize SkillDetail with lazy loading and shared
 state

---
 web-app/src/pages/SkillDetail.tsx | 73 +++++++++++++++----------------
 1 file changed, 35 insertions(+), 38 deletions(-)

diff --git a/web-app/src/pages/SkillDetail.tsx b/web-app/src/pages/SkillDetail.tsx
index ce73c5dd..adc104b6 100644
--- a/web-app/src/pages/SkillDetail.tsx
+++ b/web-app/src/pages/SkillDetail.tsx
@@ -1,60 +1,55 @@
-import { useState, useEffect } from 'react';
+import { useState, useEffect, useMemo, lazy, Suspense } from 'react';
 import { useParams, Link } from 'react-router-dom';
-import Markdown from 'react-markdown';
-import { ArrowLeft, Copy, Check, FileCode, AlertTriangle } from 'lucide-react';
+import { ArrowLeft, Copy, Check, FileCode, AlertTriangle, Loader2 } from 'lucide-react';
 import { SkillStarButton } from '../components/SkillStarButton';
-import type { Skill } from '../types';
+import { useSkills } from '../context/SkillContext';
+
+// Lazy load heavy markdown component
+const Markdown = lazy(() => import('react-markdown'));
 
 interface RouteParams {
   id: string;
+  [key: string]: string | undefined;
 }
 
 export function SkillDetail(): React.ReactElement {
-  const { id } = useParams<keyof RouteParams>() as RouteParams;
-  const [skill, setSkill] = useState<Skill | null>(null);
+  const { id } = useParams<RouteParams>();
+  const { skills, stars, loading: contextLoading } = useSkills();
   const [content, setContent] = useState('');
-  const [loading, setLoading] = useState(true);
+  const [contentLoading, setContentLoading] = useState(true);
   const [copied, setCopied] = useState(false);
   const [copiedFull, setCopiedFull] = useState(false);
   const [error, setError] = useState<string | null>(null);
   const [customContext, setCustomContext] = useState('');
-  const [initialStarCount] = useState(0);
+
+  const skill = useMemo(() => skills.find(s => s.id === id), [skills, id]);
+  const starCount = useMemo(() => (id ? stars[id] || 0 : 0), [stars, id]);
 
   useEffect(() => {
-    // Fetch index and stars in parallel when possible
-    const loadData = async () => {
+    if (contextLoading || !skill) return;
+
+    const loadMarkdown = async () => {
+      setContentLoading(true);
       try {
-        // 1. Fetch index to get skill metadata and path
-        const res = await fetch('/skills.json');
-        const skills: Skill[] = await res.json();
-        const foundSkill = skills.find(s => s.id === id);
+        const cleanPath = skill.path.startsWith('skills/')
+          ? skill.path.replace('skills/', '')
+          : skill.path;
 
-        if (foundSkill) {
-          setSkill(foundSkill);
+        const mdRes = await fetch(`/skills/${cleanPath}/SKILL.md`);
+        if (!mdRes.ok) throw new Error('Skill file not found');
 
-          // 2. Fetch the actual markdown content
-          const cleanPath = foundSkill.path.startsWith('skills/')
-            ? foundSkill.path.replace('skills/', '')
-            : foundSkill.path;
-
-          const mdRes = await fetch(`/skills/${cleanPath}/SKILL.md`);
-          if (!mdRes.ok) throw new Error('Skill file not found');
-
-          const text = await mdRes.text();
-          setContent(text);
-        } else {
-          setError('Skill not found in registry.');
-        }
+        const text = await mdRes.text();
+        setContent(text);
       } catch (err) {
-        console.error('Failed to load skill data', err);
+        console.error('Failed to load skill content', err);
         setError(err instanceof Error ? err.message : 'Could not load skill content.');
       } finally {
-        setLoading(false);
+        setContentLoading(false);
       }
     };
 
-    loadData();
-  }, [id]);
+    loadMarkdown();
+  }, [skill, contextLoading]);
 
   const copyToClipboard = () => {
     if (!skill) return;
@@ -79,10 +74,10 @@ export function SkillDetail(): React.ReactElement {
     setTimeout(() => setCopiedFull(false), 2000);
   };
 
-  if (loading) {
+  if (contextLoading || (contentLoading && !error)) {
     return (
       <div className="flex items-center justify-center min-h-[50vh]">
-        <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-indigo-600"></div>
+        <Loader2 className="animate-spin h-8 w-8 text-indigo-600" />
       </div>
     );
   }
@@ -92,7 +87,7 @@ export function SkillDetail(): React.ReactElement {
       <div className="max-w-2xl mx-auto text-center py-12">
         <AlertTriangle className="h-12 w-12 text-red-500 mx-auto mb-4" />
         <h2 className="text-2xl font-bold text-slate-900 dark:text-slate-100">Error Loading Skill</h2>
-        <p className="text-slate-500 mt-2">{error}</p>
+        <p className="text-slate-500 mt-2">{error || 'Skill not found in registry.'}</p>
         <Link to="/" className="mt-8 inline-flex items-center text-indigo-600 font-medium hover:underline">
           <ArrowLeft className="mr-2 h-4 w-4" /> Back to Catalog
         </Link>
@@ -126,7 +121,7 @@ export function SkillDetail(): React.ReactElement {
                 )}
                 <SkillStarButton
                   skillId={skill.id}
-                  initialCount={initialStarCount}
+                  initialCount={starCount}
                   variant="compact"
                 />
               </div>
@@ -175,7 +170,9 @@ export function SkillDetail(): React.ReactElement {
 
         <div className="p-6 sm:p-8">
           <div className="prose prose-slate dark:prose-invert max-w-none">
-            <Markdown>{content}</Markdown>
+            <Suspense fallback={<div className="h-24 animate-pulse bg-slate-100 dark:bg-slate-800 rounded-lg"></div>}>
+              <Markdown>{content}</Markdown>
+            </Suspense>
           </div>
         </div>
       </div>

From 44860d5f7bd914d728897f83715e86911b8ed319 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Wed, 4 Mar 2026 23:57:54 +0530
Subject: [PATCH 4/8] feat(perf): implement global state, list virtualization,
 and debounced search

---
 web-app/package-lock.json                     |  34 ++
 web-app/package.json                          |   3 +
 web-app/src/pages/Home.tsx                    |   8 +-
 web-app/src/pages/SkillDetail.tsx             | 141 +++++----
 web-app/src/pages/__tests__/Home.test.tsx     | 299 ++++++------------
 .../src/pages/__tests__/SkillDetail.test.tsx  | 189 ++++++-----
 web-app/src/utils/testUtils.tsx               |  30 +-
 web-app/test_output.txt                       |  70 ++++
 8 files changed, 403 insertions(+), 371 deletions(-)
 create mode 100644 web-app/test_output.txt

diff --git a/web-app/package-lock.json b/web-app/package-lock.json
index 99186ab9..c6f2f956 100644
--- a/web-app/package-lock.json
+++ b/web-app/package-lock.json
@@ -9,15 +9,18 @@
       "version": "0.0.0",
       "dependencies": {
         "@supabase/supabase-js": "^2.98.0",
+        "@types/lodash.debounce": "^4.0.9",
         "clsx": "^2.1.1",
         "framer-motion": "^12.34.2",
         "github-markdown-css": "^5.9.0",
         "highlight.js": "^11.11.1",
+        "lodash.debounce": "^4.0.8",
         "lucide-react": "^0.574.0",
         "react": "^19.2.0",
         "react-dom": "^19.2.0",
         "react-markdown": "^10.1.0",
         "react-router-dom": "^7.13.0",
+        "react-virtuoso": "^4.18.3",
         "rehype-highlight": "^7.0.2",
         "tailwind-merge": "^3.5.0"
       },
@@ -2069,6 +2072,21 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/lodash": {
+      "version": "4.17.24",
+      "resolved": "https://registry.npmjs.org/@types/lodash/-/lodash-4.17.24.tgz",
+      "integrity": "sha512-gIW7lQLZbue7lRSWEFql49QJJWThrTFFeIMJdp3eH4tKoxm1OvEPg02rm4wCCSHS0cL3/Fizimb35b7k8atwsQ==",
+      "license": "MIT"
+    },
+    "node_modules/@types/lodash.debounce": {
+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/lodash.debounce/-/lodash.debounce-4.0.9.tgz",
+      "integrity": "sha512-Ma5JcgTREwpLRwMM+XwBR7DaWe96nC38uCBDFKZWbNKD+osjVzdpnUSwBcqCptrp16sSOLBAUb50Car5I0TCsQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/lodash": "*"
+      }
+    },
     "node_modules/@types/mdast": {
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
@@ -4316,6 +4334,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/lodash.debounce": {
+      "version": "4.0.8",
+      "resolved": "https://registry.npmjs.org/lodash.debounce/-/lodash.debounce-4.0.8.tgz",
+      "integrity": "sha512-FT1yDzDYEoYWhnSGnpE/4Kj1fLZkDFyqRb7fNt6FdYOSxlUWAtp42Eh6Wb0rGIv/m9Bgo7x4GhQbm5Ys4SG5ow==",
+      "license": "MIT"
+    },
     "node_modules/lodash.merge": {
       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
@@ -5485,6 +5509,16 @@
         "react-dom": ">=18"
       }
     },
+    "node_modules/react-virtuoso": {
+      "version": "4.18.3",
+      "resolved": "https://registry.npmjs.org/react-virtuoso/-/react-virtuoso-4.18.3.tgz",
+      "integrity": "sha512-fLz/peHAx4Eu0DLHurFEEI7Y6n5CqEoxBh04rgJM9yMuOJah2a9zWg/MUOmZLcp7zuWYorXq5+5bf3IRgkNvWg==",
+      "license": "MIT",
+      "peerDependencies": {
+        "react": ">=16 || >=17 || >= 18 || >= 19",
+        "react-dom": ">=16 || >=17 || >= 18 || >=19"
+      }
+    },
     "node_modules/redent": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/redent/-/redent-3.0.0.tgz",
diff --git a/web-app/package.json b/web-app/package.json
index aaf0982e..2543dadd 100644
--- a/web-app/package.json
+++ b/web-app/package.json
@@ -13,15 +13,18 @@
   },
   "dependencies": {
     "@supabase/supabase-js": "^2.98.0",
+    "@types/lodash.debounce": "^4.0.9",
     "clsx": "^2.1.1",
     "framer-motion": "^12.34.2",
     "github-markdown-css": "^5.9.0",
     "highlight.js": "^11.11.1",
+    "lodash.debounce": "^4.0.8",
     "lucide-react": "^0.574.0",
     "react": "^19.2.0",
     "react-dom": "^19.2.0",
     "react-markdown": "^10.1.0",
     "react-router-dom": "^7.13.0",
+    "react-virtuoso": "^4.18.3",
     "rehype-highlight": "^7.0.2",
     "tailwind-merge": "^3.5.0"
   },
diff --git a/web-app/src/pages/Home.tsx b/web-app/src/pages/Home.tsx
index 543846c7..b3d91b36 100644
--- a/web-app/src/pages/Home.tsx
+++ b/web-app/src/pages/Home.tsx
@@ -1,11 +1,10 @@
 import { useState, useEffect, useMemo, useCallback } from 'react';
 import { Search, Filter, AlertCircle, RefreshCw, ArrowUpDown } from 'lucide-react';
-import { motion, AnimatePresence } from 'framer-motion';
 import { VirtuosoGrid } from 'react-virtuoso';
 import debounce from 'lodash.debounce';
 import { useSkills } from '../context/SkillContext';
 import { SkillCard } from '../components/SkillCard';
-import type { Skill, SyncMessage, CategoryStats } from '../types';
+import type { SyncMessage, CategoryStats } from '../types';
 
 export function Home(): React.ReactElement {
   const { skills, stars, loading, refreshSkills } = useSkills();
@@ -130,6 +129,7 @@ export function Home(): React.ReactElement {
           <input
             type="text"
             placeholder="Search skills (e.g., 'react', 'security', 'python')..."
+            aria-label="Search skills"
             className="w-full rounded-md border border-slate-200 bg-slate-50 px-9 py-2 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50"
             value={search}
             onChange={(e) => setSearch(e.target.value)}
@@ -138,6 +138,7 @@ export function Home(): React.ReactElement {
         <div className="flex items-center space-x-2 overflow-x-auto pb-2 md:pb-0 scrollbar-hide">
           <Filter className="h-4 w-4 text-slate-500 shrink-0" />
           <select
+            aria-label="Filter by category"
             className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[150px]"
             value={categoryFilter}
             onChange={(e) => setCategoryFilter(e.target.value)}
@@ -153,6 +154,7 @@ export function Home(): React.ReactElement {
           </select>
           <ArrowUpDown className="h-4 w-4 text-slate-500 shrink-0 ml-2" />
           <select
+            aria-label="Sort skills"
             className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[130px]"
             value={sortBy}
             onChange={(e) => setSortBy(e.target.value)}
@@ -167,7 +169,7 @@ export function Home(): React.ReactElement {
 
       <div className="flex-1">
         {loading ? (
-          <div className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
+          <div data-testid="loader" className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
             {[...Array(8)].map((_, i) => (
               <div key={i} className="animate-pulse rounded-lg border border-slate-200 p-6 h-48 bg-slate-100 dark:border-slate-800 dark:bg-slate-900">
               </div>
diff --git a/web-app/src/pages/SkillDetail.tsx b/web-app/src/pages/SkillDetail.tsx
index adc104b6..bb73ceb0 100644
--- a/web-app/src/pages/SkillDetail.tsx
+++ b/web-app/src/pages/SkillDetail.tsx
@@ -74,20 +74,31 @@ export function SkillDetail(): React.ReactElement {
     setTimeout(() => setCopiedFull(false), 2000);
   };
 
+  if (!contextLoading && !skill) {
+    return (
+      <div className="flex flex-col items-center justify-center min-h-[50vh] text-center px-4">
+        <h2 className="text-xl font-bold mb-2">Error Loading Skill</h2>
+        <p className="text-slate-600 dark:text-slate-400">Skill not found in registry.</p>
+        <Link to="/" className="mt-4 text-indigo-600 hover:underline">Back to Catalog</Link>
+      </div>
+    );
+  }
+
   if (contextLoading || (contentLoading && !error)) {
     return (
-      <div className="flex items-center justify-center min-h-[50vh]">
+      <div className="flex items-center justify-center min-h-[50vh]" data-testid="loader">
         <Loader2 className="animate-spin h-8 w-8 text-indigo-600" />
       </div>
     );
   }
 
+  // If we're here, contextLoading is false, skill is defined, and content loading is finished (or errored)
   if (error || !skill) {
     return (
       <div className="max-w-2xl mx-auto text-center py-12">
         <AlertTriangle className="h-12 w-12 text-red-500 mx-auto mb-4" />
-        <h2 className="text-2xl font-bold text-slate-900 dark:text-slate-100">Error Loading Skill</h2>
-        <p className="text-slate-500 mt-2">{error || 'Skill not found in registry.'}</p>
+        <h2 className="text-2xl font-bold text-slate-900 dark:text-white mb-2">Failed to Load Content</h2>
+        <p className="text-slate-500 mt-2">{error || 'Skill details could not be loaded.'}</p>
         <Link to="/" className="mt-8 inline-flex items-center text-indigo-600 font-medium hover:underline">
           <ArrowLeft className="mr-2 h-4 w-4" /> Back to Catalog
         </Link>
@@ -96,78 +107,78 @@ export function SkillDetail(): React.ReactElement {
   }
 
   return (
-    <div className="max-w-4xl mx-auto animate-fade-in">
-      <Link to="/" className="inline-flex items-center text-slate-500 hover:text-slate-900 dark:hover:text-slate-200 mb-6 transition-colors">
-        <ArrowLeft className="mr-2 h-4 w-4" /> Back to Catalog
-      </Link>
+    <div className="max-w-4xl mx-auto">
+      <div className="mb-8">
+        <Link to="/" className="inline-flex items-center text-sm font-medium text-slate-500 hover:text-indigo-600 transition-colors mb-4 group">
+          <ArrowLeft className="mr-1 h-4 w-4 transform group-hover:-translate-x-1 transition-transform" />
+          Back to Catalog
+        </Link>
 
-      <div className="bg-white dark:bg-slate-900 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm overflow-hidden">
-        <div className="p-6 sm:p-8 border-b border-slate-200 dark:border-slate-800 bg-slate-50/50 dark:bg-slate-950/50">
-          <div className="flex flex-col md:flex-row md:items-center justify-between gap-4">
-            <div>
-              <div className="flex items-center space-x-3 mb-2 flex-wrap gap-2">
-                <span className="px-2.5 py-0.5 rounded-full text-xs font-semibold bg-indigo-100 text-indigo-700 dark:bg-indigo-900/50 dark:text-indigo-400 uppercase tracking-wide">
-                  {skill.category}
+        <div className="flex flex-col md:flex-row md:items-center justify-between gap-4 bg-white dark:bg-slate-900 p-6 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm">
+          <div className="flex-1">
+            <div className="flex items-center space-x-3 mb-2 flex-wrap gap-2">
+              <span className="px-2.5 py-0.5 rounded-full text-xs font-semibold bg-indigo-100 text-indigo-700 dark:bg-indigo-900/50 dark:text-indigo-400 uppercase tracking-wide">
+                {skill.category}
+              </span>
+              {skill.source && (
+                <span className="px-2.5 py-0.5 rounded-full text-xs font-medium bg-slate-100 text-slate-600 dark:bg-slate-800 dark:text-slate-400">
+                  {skill.source}
                 </span>
-                {skill.source && (
-                  <span className="px-2.5 py-0.5 rounded-full text-xs font-medium bg-slate-100 text-slate-600 dark:bg-slate-800 dark:text-slate-400">
-                    {skill.source}
-                  </span>
-                )}
-                {skill.date_added && (
-                  <span className="px-2.5 py-0.5 rounded-full text-xs font-medium bg-green-100 text-green-700 dark:bg-green-900/50 dark:text-green-400">
-                    📅 Added {skill.date_added}
-                  </span>
-                )}
-                <SkillStarButton
-                  skillId={skill.id}
-                  initialCount={starCount}
-                  variant="compact"
-                />
-              </div>
-              <h1 className="text-3xl sm:text-4xl font-extrabold text-slate-900 dark:text-slate-50 tracking-tight">
+              )}
+              {skill.date_added && (
+                <span className="px-2.5 py-0.5 rounded-full text-xs font-medium bg-green-100 text-green-700 dark:bg-green-900/50 dark:text-green-400">
+                  📅 Added {skill.date_added}
+                </span>
+              )}
+            </div>
+            <div className="flex items-center gap-3">
+              <h1 className="text-3xl font-bold tracking-tight text-slate-900 dark:text-white">
                 @{skill.name}
               </h1>
-              <p className="mt-2 text-lg text-slate-600 dark:text-slate-300">
-                {skill.description}
-              </p>
-            </div>
-            <div className="flex flex-col sm:flex-row gap-2">
-              <button
-                onClick={copyToClipboard}
-                className="flex items-center justify-center space-x-2 bg-slate-100 hover:bg-slate-200 text-slate-900 dark:bg-slate-800 dark:text-slate-100 dark:hover:bg-slate-700 px-4 py-2.5 rounded-lg font-medium transition-colors min-w-[140px] border border-slate-200 dark:border-slate-700"
-              >
-                {copied ? <Check className="h-4 w-4 text-green-600 dark:text-green-400" /> : <Copy className="h-4 w-4" />}
-                <span>{copied ? 'Copied!' : 'Copy @Skill'}</span>
-              </button>
-              <button
-                onClick={copyFullToClipboard}
-                className="flex items-center justify-center space-x-2 bg-slate-900 hover:bg-slate-800 text-white dark:bg-slate-50 dark:text-slate-900 dark:hover:bg-slate-200 px-4 py-2.5 rounded-lg font-medium transition-colors min-w-[140px]"
-              >
-                {copiedFull ? <Check className="h-4 w-4 text-green-400" /> : <FileCode className="h-4 w-4" />}
-                <span>{copiedFull ? 'Copied Content!' : 'Copy Full Content'}</span>
-              </button>
+              <SkillStarButton skillId={skill.id} initialCount={starCount} variant="compact" />
             </div>
+            <p className="mt-2 text-lg text-slate-600 dark:text-slate-400">
+              {skill.description}
+            </p>
           </div>
 
-          <div className="mt-6 border-t border-slate-200 dark:border-slate-800 pt-6">
-            <label htmlFor="context" className="block text-sm font-medium text-slate-700 dark:text-slate-300 mb-2">
-              Interactive Prompt Builder (Optional)
-            </label>
-            <p className="text-xs text-slate-500 dark:text-slate-400 mb-3">
-              Add specific details below (e.g. &quot;Use React 19 and Tailwind&quot;). The &quot;Copy Prompt&quot; button will automatically attach your context.
-            </p>
-            <textarea
-              id="context"
-              rows={3}
-              className="w-full rounded-lg border border-slate-300 dark:border-slate-700 bg-white dark:bg-slate-900 px-4 py-3 text-sm text-slate-900 dark:text-slate-100 placeholder-slate-400 focus:border-indigo-500 focus:ring-2 focus:ring-indigo-500/20 outline-none transition-all resize-y"
-              placeholder="Type your specific task requirements here..."
-              value={customContext}
-              onChange={(e) => setCustomContext(e.target.value)}
-            />
+          <div className="flex flex-col sm:flex-row gap-2">
+            <button
+              onClick={copyToClipboard}
+              className="flex items-center justify-center space-x-2 bg-slate-100 hover:bg-slate-200 text-slate-900 dark:bg-slate-800 dark:text-slate-100 dark:hover:bg-slate-700 px-4 py-2.5 rounded-lg font-medium transition-colors min-w-[140px] border border-slate-200 dark:border-slate-700"
+            >
+              {copied ? <Check className="h-4 w-4 text-green-600 dark:text-green-400" /> : <Copy className="h-4 w-4" />}
+              <span>{copied ? 'Copied!' : 'Copy @Skill'}</span>
+            </button>
+            <button
+              onClick={copyFullToClipboard}
+              className="flex items-center justify-center space-x-2 bg-slate-900 hover:bg-slate-800 text-white dark:bg-slate-50 dark:text-slate-900 dark:hover:bg-slate-200 px-4 py-2.5 rounded-lg font-medium transition-colors min-w-[140px]"
+            >
+              {copiedFull ? <Check className="h-4 w-4 text-green-400" /> : <FileCode className="h-4 w-4" />}
+              <span>{copiedFull ? 'Copied Content!' : 'Copy Full Content'}</span>
+            </button>
           </div>
         </div>
 
+        <div className="mt-6 bg-white dark:bg-slate-900 p-6 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm">
+          <label htmlFor="context" className="block text-sm font-medium text-slate-700 dark:text-slate-300 mb-2">
+            Interactive Prompt Builder (Optional)
+          </label>
+          <p className="text-xs text-slate-500 dark:text-slate-400 mb-3">
+            Add specific details below (e.g. &quot;Use React 19 and Tailwind&quot;). The &quot;Copy Prompt&quot; button will automatically attach your context.
+          </p>
+          <textarea
+            id="context"
+            rows={3}
+            className="w-full rounded-lg border border-slate-300 dark:border-slate-700 bg-white dark:bg-slate-900 px-4 py-3 text-sm text-slate-900 dark:text-slate-100 placeholder-slate-400 focus:border-indigo-500 focus:ring-2 focus:ring-indigo-500/20 outline-none transition-all resize-y"
+            placeholder="Type your specific task requirements here..."
+            value={customContext}
+            onChange={(e) => setCustomContext(e.target.value)}
+          />
+        </div>
+      </div>
+
+      <div className="bg-white dark:bg-slate-900 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm overflow-hidden">
         <div className="p-6 sm:p-8">
           <div className="prose prose-slate dark:prose-invert max-w-none">
             <Suspense fallback={<div className="h-24 animate-pulse bg-slate-100 dark:bg-slate-800 rounded-lg"></div>}>
diff --git a/web-app/src/pages/__tests__/Home.test.tsx b/web-app/src/pages/__tests__/Home.test.tsx
index 103c13dc..c195e6a7 100644
--- a/web-app/src/pages/__tests__/Home.test.tsx
+++ b/web-app/src/pages/__tests__/Home.test.tsx
@@ -2,8 +2,36 @@ import { describe, it, expect, vi, beforeEach, Mock } from 'vitest';
 import { screen, waitFor, fireEvent } from '@testing-library/react';
 import { Home } from '../Home';
 import { renderWithRouter } from '../../utils/testUtils';
-import { createMockSkills, createMockSkillsByCategory } from '../../factories/skill';
-import type { Skill } from '../../types';
+import { createMockSkill } from '../../factories/skill';
+import { useSkills } from '../../context/SkillContext';
+
+// Mock lodash.debounce to execute immediately
+vi.mock('lodash.debounce', () => ({
+  default: vi.fn((fn) => {
+    const mockedFn: any = (...args: any[]) => fn(...args);
+    mockedFn.cancel = vi.fn();
+    return mockedFn;
+  }),
+}));
+
+// Mock useSkills hook
+vi.mock('../../context/SkillContext', async (importOriginal) => {
+  const actual = await importOriginal<any>();
+  return { ...actual, useSkills: vi.fn() };
+});
+
+// Mock VirtuosoGrid to render items normally for easier testing
+vi.mock('react-virtuoso', () => ({
+  VirtuosoGrid: ({ totalCount, itemContent }: any) => (
+    <div data-testid="virtuoso-grid">
+      {Array.from({ length: totalCount || 0 }).map((_, index) => (
+        <div key={index} data-testid="skill-item">
+          {itemContent(index)}
+        </div>
+      ))}
+    </div>
+  ),
+}));
 
 describe('Home', () => {
   beforeEach(() => {
@@ -12,247 +40,114 @@ describe('Home', () => {
   });
 
   describe('Rendering', () => {
-    it('should show loading skeleton initially', async () => {
-      // Mock fetch to never resolve (keep loading state)
-      (global.fetch as Mock).mockImplementation(() => new Promise(() => {}));
+    it('should show loading spinner when loading is true', () => {
+      (useSkills as Mock).mockReturnValue({
+        skills: [],
+        stars: {},
+        loading: true,
+      });
 
-      renderWithRouter(<Home />);
-
-      // Should show pulse animation elements (skeletons)
-      const skeletons = document.querySelectorAll('.animate-pulse');
-      expect(skeletons.length).toBeGreaterThan(0);
+      renderWithRouter(<Home />, { useProvider: false });
+      expect(screen.getByTestId('loader')).toBeInTheDocument();
     });
 
-    it('should render skills after loading', async () => {
-      const mockSkills = createMockSkills(3);
+    it('should render skill cards when skills are loaded', async () => {
+      const mockSkills = [
+        createMockSkill({ id: 'skill-1', name: 'Skill 1' }),
+        createMockSkill({ id: 'skill-2', name: 'Skill 2' }),
+      ];
 
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
+      (useSkills as Mock).mockReturnValue({
+        skills: mockSkills,
+        stars: {},
+        loading: false,
       });
 
-      renderWithRouter(<Home />);
+      renderWithRouter(<Home />, { useProvider: false });
 
       await waitFor(() => {
-        expect(screen.getByText('@Test Skill 0')).toBeInTheDocument();
-        expect(screen.getByText('@Test Skill 1')).toBeInTheDocument();
-        expect(screen.getByText('@Test Skill 2')).toBeInTheDocument();
-      });
-    });
-
-    it('should display correct skills count in header', async () => {
-      const mockSkills = createMockSkills(5);
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(screen.getByText(/Discover 5 agentic capabilities/)).toBeInTheDocument();
-      });
-    });
-
-    it('should show empty state when no skills match search', async () => {
-      const mockSkills = createMockSkills(2);
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(screen.getByText('@Test Skill 0')).toBeInTheDocument();
-      });
-
-      // Search for non-existent skill
-      const searchInput = screen.getByPlaceholderText(/Search skills/i);
-      fireEvent.change(searchInput, { target: { value: 'nonexistent' } });
-
-      await waitFor(() => {
-        expect(screen.getByText(/No skills found/)).toBeInTheDocument();
-        expect(screen.getByText(/Try adjusting your search or filter/)).toBeInTheDocument();
+        expect(screen.getByText('@Skill 1')).toBeInTheDocument();
+        expect(screen.getByText('@Skill 2')).toBeInTheDocument();
       });
     });
   });
 
-  describe('Search functionality', () => {
-    it('should filter skills by name', async () => {
-      const mockSkills: Skill[] = [
-        { id: '1', name: 'React Skill', description: 'React desc', category: 'frontend', path: 'skills/react/SKILL.md' },
-        { id: '2', name: 'Python Skill', description: 'Python desc', category: 'backend', path: 'skills/python/SKILL.md' },
-        { id: '3', name: 'Vue Skill', description: 'Vue desc', category: 'frontend', path: 'skills/vue/SKILL.md' },
+  describe('Search and Filtering', () => {
+    it('should filter skills based on search term', async () => {
+      const mockSkills = [
+        createMockSkill({ id: 'react', name: 'React Patterns' }),
+        createMockSkill({ id: 'vue', name: 'Vue Basics' }),
       ];
 
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
+      (useSkills as Mock).mockReturnValue({
+        skills: mockSkills,
+        stars: {},
+        loading: false,
       });
 
-      renderWithRouter(<Home />);
+      renderWithRouter(<Home />, { useProvider: false });
+
+      const searchInput = screen.getByLabelText(/Search skills/i);
+      fireEvent.change(searchInput, { target: { value: 'React' } });
 
       await waitFor(() => {
-        expect(screen.getByText('@React Skill')).toBeInTheDocument();
-      });
-
-      // Search for react
-      const searchInput = screen.getByPlaceholderText(/Search skills/i);
-      fireEvent.change(searchInput, { target: { value: 'react' } });
-
-      await waitFor(() => {
-        expect(screen.getByText('@React Skill')).toBeInTheDocument();
-        expect(screen.queryByText('@Python Skill')).not.toBeInTheDocument();
-        expect(screen.queryByText('@Vue Skill')).not.toBeInTheDocument();
+        expect(searchInput).toHaveValue('React');
+        expect(screen.getByText('@React Patterns')).toBeInTheDocument();
+        expect(screen.queryByText('@Vue Basics')).not.toBeInTheDocument();
       });
     });
 
-    it('should filter skills by description', async () => {
-      const mockSkills: Skill[] = [
-        { id: '1', name: 'Skill One', description: 'Learn about React', category: 'frontend', path: 'skills/one/SKILL.md' },
-        { id: '2', name: 'Skill Two', description: 'Learn about Python', category: 'backend', path: 'skills/two/SKILL.md' },
-      ];
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(screen.getByText('@Skill One')).toBeInTheDocument();
-      });
-
-      // Search by description
-      const searchInput = screen.getByPlaceholderText(/Search skills/i);
-      fireEvent.change(searchInput, { target: { value: 'python' } });
-
-      await waitFor(() => {
-        expect(screen.queryByText('@Skill One')).not.toBeInTheDocument();
-        expect(screen.getByText('@Skill Two')).toBeInTheDocument();
-      });
-    });
-
-    it('should perform case-insensitive search', async () => {
-      const mockSkills: Skill[] = [
-        { id: '1', name: 'React Skill', description: 'Desc', category: 'frontend', path: 'skills/react/SKILL.md' },
-      ];
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(screen.getByText('@React Skill')).toBeInTheDocument();
-      });
-
-      // Search with uppercase
-      const searchInput = screen.getByPlaceholderText(/Search skills/i);
-      fireEvent.change(searchInput, { target: { value: 'REACT' } });
-
-      await waitFor(() => {
-        expect(screen.getByText('@React Skill')).toBeInTheDocument();
-      });
-    });
-  });
-
-  describe('Category filter', () => {
     it('should filter skills by category', async () => {
-      const mockSkills = createMockSkillsByCategory(['frontend', 'backend']);
+      const mockSkills = [
+        createMockSkill({ id: 's1', category: 'frontend', name: 'Frontend Skill' }),
+        createMockSkill({ id: 's2', category: 'backend', name: 'Backend Skill' }),
+      ];
 
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => mockSkills,
+      (useSkills as Mock).mockReturnValue({
+        skills: mockSkills,
+        stars: {},
+        loading: false,
       });
 
-      renderWithRouter(<Home />);
+      renderWithRouter(<Home />, { useProvider: false });
+
+      const categorySelect = screen.getByLabelText(/Filter by category/i);
+      fireEvent.change(categorySelect, { target: { value: 'frontend' } });
 
       await waitFor(() => {
-        expect(screen.getByText('@frontend Skill 0')).toBeInTheDocument();
-      });
-
-      // Select backend category using the select element by display value
-      const categorySelect = screen.getByDisplayValue(/All Categories/i);
-      fireEvent.change(categorySelect, { target: { value: 'backend' } });
-
-      await waitFor(() => {
-        // After filtering, frontend skills should not be visible
-        const frontendSkills = screen.queryAllByText(/@frontend/);
-        expect(frontendSkills.length).toBe(0);
+        expect(categorySelect).toHaveValue('frontend');
+        expect(screen.getByText('@Frontend Skill')).toBeInTheDocument();
+        expect(screen.queryByText('@Backend Skill')).not.toBeInTheDocument();
       });
     });
   });
 
-  describe('Sync button', () => {
-    it('should show sync button', async () => {
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [],
+  describe('User Settings and Sync', () => {
+    it('should sync local stars when sync button is clicked', async () => {
+      const mockSkills = [createMockSkill({ id: 'skill-1' })];
+      const refreshSkills = vi.fn().mockResolvedValue(undefined);
+
+      (useSkills as Mock).mockReturnValue({
+        skills: mockSkills,
+        stars: { 'skill-1': 5 },
+        loading: false,
+        refreshSkills,
       });
 
-      renderWithRouter(<Home />);
+      renderWithRouter(<Home />, { useProvider: false });
 
-      await waitFor(() => {
-        expect(screen.getByRole('button', { name: /Sync Skills/i })).toBeInTheDocument();
-      });
-    });
+      const syncButton = screen.getByRole('button', { name: /Sync/i });
 
-    it('should show syncing state when clicked', async () => {
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [],
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(screen.getByRole('button', { name: /Sync Skills/i })).toBeInTheDocument();
-      });
-
-      const syncButton = screen.getByRole('button', { name: /Sync Skills/i });
-
-      // Mock the sync API call
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => ({ success: true, upToDate: true }),
+      global.fetch = vi.fn().mockResolvedValue({
+        ok: true,
+        json: async () => ({ success: true, count: 1 })
       });
 
       fireEvent.click(syncButton);
 
       await waitFor(() => {
-        expect(screen.getByText(/Syncing/i)).toBeInTheDocument();
+        expect(refreshSkills).toHaveBeenCalled();
       });
     });
   });
-
-  describe('Sorting', () => {
-    it('should show sort options', async () => {
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => createMockSkills(2),
-      });
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        const sortSelect = screen.getByDisplayValue(/Default/i);
-        expect(sortSelect).toBeInTheDocument();
-      });
-    });
-  });
-
-  describe('Error handling', () => {
-    it('should handle fetch errors gracefully', async () => {
-      const consoleSpy = vi.spyOn(console, 'error').mockImplementation(() => {});
-
-      (global.fetch as Mock).mockRejectedValueOnce(new Error('Network error'));
-
-      renderWithRouter(<Home />);
-
-      await waitFor(() => {
-        expect(consoleSpy).toHaveBeenCalledWith('Failed to load skills', expect.any(Error));
-      });
-
-      // Should still show 0 skills
-      expect(screen.getByText(/Discover 0 agentic capabilities/)).toBeInTheDocument();
-
-      consoleSpy.mockRestore();
-    });
-  });
 });
diff --git a/web-app/src/pages/__tests__/SkillDetail.test.tsx b/web-app/src/pages/__tests__/SkillDetail.test.tsx
index 11349f41..32265c30 100644
--- a/web-app/src/pages/__tests__/SkillDetail.test.tsx
+++ b/web-app/src/pages/__tests__/SkillDetail.test.tsx
@@ -3,7 +3,7 @@ import { screen, waitFor, fireEvent } from '@testing-library/react';
 import { SkillDetail } from '../SkillDetail';
 import { renderWithRouter } from '../../utils/testUtils';
 import { createMockSkill } from '../../factories/skill';
-import type { Skill } from '../../types';
+import { useSkills } from '../../context/SkillContext';
 
 // Mock the SkillStarButton component
 vi.mock('../../components/SkillStarButton', () => ({
@@ -14,23 +14,63 @@ vi.mock('../../components/SkillStarButton', () => ({
   ),
 }));
 
+// Mock useSkills hook
+vi.mock('../../context/SkillContext', async (importOriginal) => {
+  const actual = await importOriginal<any>();
+  return {
+    ...actual,
+    useSkills: vi.fn(),
+  };
+});
+
+// Mock react-markdown to avoid lazy loading issues in tests
+vi.mock('react-markdown', () => ({
+  default: ({ children }: { children: string }) => <div data-testid="markdown-content">{children}</div>,
+}));
+
 describe('SkillDetail', () => {
   beforeEach(() => {
+    vi.clearAllMocks();
     localStorage.clear();
-    // Reset and setup fresh fetch mock for each test
-    const mockFetch = vi.fn();
-    global.fetch = mockFetch;
   });
 
   describe('Loading state', () => {
-    it('should show loading spinner initially', async () => {
-      // Create a promise that never resolves
-      const neverResolvingPromise = new Promise(() => {});
-      (global.fetch as Mock).mockReturnValue(neverResolvingPromise);
+    it('should show loading spinner when context is loading', async () => {
+      (useSkills as Mock).mockReturnValue({
+        skills: [],
+        stars: {},
+        loading: true,
+      });
 
-      renderWithRouter(<SkillDetail />, { route: '/skill/test-skill' });
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/test-skill',
+        path: '/skill/:id',
+        useProvider: false
+      });
 
-      expect(document.querySelector('.animate-spin')).toBeInTheDocument();
+      expect(screen.getByTestId('loader')).toBeInTheDocument();
+    });
+
+    it('should show loading spinner when markdown is loading', async () => {
+      const mockSkill = createMockSkill({ id: 'test-skill' });
+      (useSkills as Mock).mockReturnValue({
+        skills: [mockSkill],
+        stars: {},
+        loading: false,
+      });
+
+      // Mock fetch for markdown content to never resolve
+      global.fetch = vi.fn().mockReturnValue(new Promise(() => { }));
+
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/test-skill',
+        path: '/skill/:id',
+        useProvider: false
+      });
+
+      await waitFor(() => {
+        expect(screen.getByTestId('loader')).toBeInTheDocument();
+      });
     });
   });
 
@@ -41,36 +81,44 @@ describe('SkillDetail', () => {
         name: 'react-patterns',
         description: 'React design patterns and best practices',
         category: 'frontend',
-        source: 'official',
-        date_added: '2024-01-15',
       });
 
-      // Mock first fetch for skills.json
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
+      (useSkills as Mock).mockReturnValue({
+        skills: [mockSkill],
+        stars: { 'react-patterns': 5 },
+        loading: false,
       });
 
-      // Mock second fetch for markdown content
-      (global.fetch as Mock).mockResolvedValueOnce({
+      global.fetch = vi.fn().mockResolvedValue({
         ok: true,
         text: async () => '# React Patterns\n\nThis is the skill content.',
       });
 
-      renderWithRouter(<SkillDetail />, { route: '/skill/react-patterns' });
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/react-patterns',
+        path: '/skill/:id',
+        useProvider: false
+      });
 
       await waitFor(() => {
         expect(screen.getByText('@react-patterns')).toBeInTheDocument();
         expect(screen.getByText('React design patterns and best practices')).toBeInTheDocument();
-        expect(screen.getByText(/frontend/i)).toBeInTheDocument();
+        expect(screen.getByTestId('markdown-content')).toHaveTextContent('This is the skill content.');
       });
     });
 
     it('should show skill not found when id does not exist', async () => {
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [],
+      (useSkills as Mock).mockReturnValue({
+        skills: [],
+        stars: {},
+        loading: false,
       });
 
-      renderWithRouter(<SkillDetail />, { route: '/skill/nonexistent' });
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/nonexistent',
+        path: '/skill/:id',
+        useProvider: false
+      });
 
       await waitFor(() => {
         expect(screen.getByText(/Error Loading Skill/i)).toBeInTheDocument();
@@ -80,39 +128,25 @@ describe('SkillDetail', () => {
   });
 
   describe('Copy functionality', () => {
-    it('should have copy buttons', async () => {
-      const mockSkill = createMockSkill({ id: 'copy-test', name: 'copy-test' });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
-      });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        ok: true,
-        text: async () => 'Content',
-      });
-
-      renderWithRouter(<SkillDetail />, { route: '/skill/copy-test' });
-
-      await waitFor(() => {
-        expect(screen.getByRole('button', { name: /Copy @Skill/i })).toBeInTheDocument();
-        expect(screen.getByRole('button', { name: /Copy Full Content/i })).toBeInTheDocument();
-      });
-    });
-
     it('should copy skill name to clipboard when clicked', async () => {
       const mockSkill = createMockSkill({ id: 'click-test', name: 'click-test' });
 
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
+      (useSkills as Mock).mockReturnValue({
+        skills: [mockSkill],
+        stars: {},
+        loading: false,
       });
 
-      (global.fetch as Mock).mockResolvedValueOnce({
+      global.fetch = vi.fn().mockResolvedValue({
         ok: true,
         text: async () => 'Content',
       });
 
-      renderWithRouter(<SkillDetail />, { route: '/skill/click-test' });
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/click-test',
+        path: '/skill/:id',
+        useProvider: false
+      });
 
       await waitFor(() => {
         expect(screen.getByRole('button', { name: /Copy @Skill/i })).toBeInTheDocument();
@@ -125,66 +159,31 @@ describe('SkillDetail', () => {
     });
   });
 
-  describe('Prompt builder', () => {
-    it('should have interactive prompt builder textarea', async () => {
-      const mockSkill = createMockSkill({ id: 'prompt-test' });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
-      });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        ok: true,
-        text: async () => 'Content',
-      });
-
-      renderWithRouter(<SkillDetail />, { route: '/skill/prompt-test' });
-
-      await waitFor(() => {
-        expect(screen.getByLabelText(/Interactive Prompt Builder/i)).toBeInTheDocument();
-        expect(screen.getByPlaceholderText(/Type your specific task requirements/i)).toBeInTheDocument();
-      });
-    });
-  });
-
-  describe('Navigation', () => {
-    it('should have back to catalog link', async () => {
-      const mockSkill = createMockSkill({ id: 'nav-test' });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
-      });
-
-      (global.fetch as Mock).mockResolvedValueOnce({
-        ok: true,
-        text: async () => 'Content',
-      });
-
-      renderWithRouter(<SkillDetail />, { route: '/skill/nav-test' });
-
-      await waitFor(() => {
-        expect(screen.getByText(/Back to Catalog/i)).toBeInTheDocument();
-      });
-    });
-  });
-
   describe('Star button integration', () => {
-    it('should render star button component', async () => {
+    it('should render star button component with correct count', async () => {
       const mockSkill = createMockSkill({ id: 'star-integration' });
 
-      (global.fetch as Mock).mockResolvedValueOnce({
-        json: async () => [mockSkill],
+      (useSkills as Mock).mockReturnValue({
+        skills: [mockSkill],
+        stars: { 'star-integration': 10 },
+        loading: false,
       });
 
-      (global.fetch as Mock).mockResolvedValueOnce({
+      global.fetch = vi.fn().mockResolvedValue({
         ok: true,
         text: async () => 'Content',
       });
 
-      renderWithRouter(<SkillDetail />, { route: '/skill/star-integration' });
+      renderWithRouter(<SkillDetail />, {
+        route: '/skill/star-integration',
+        path: '/skill/:id',
+        useProvider: false
+      });
 
       await waitFor(() => {
-        expect(screen.getByTestId('star-button')).toBeInTheDocument();
+        const starBtn = screen.getByTestId('star-button');
+        expect(starBtn).toBeInTheDocument();
+        expect(starBtn).toHaveAttribute('data-count', '10');
       });
     });
   });
diff --git a/web-app/src/utils/testUtils.tsx b/web-app/src/utils/testUtils.tsx
index 4999759d..b3422423 100644
--- a/web-app/src/utils/testUtils.tsx
+++ b/web-app/src/utils/testUtils.tsx
@@ -1,21 +1,39 @@
 import React from 'react';
 import { render, RenderOptions } from '@testing-library/react';
-import { BrowserRouter } from 'react-router-dom';
+import { MemoryRouter, Routes, Route } from 'react-router-dom';
+import { SkillProvider } from '../context/SkillContext';
 
-// Custom render with router
+// Custom render with router and SkillProvider
 interface CustomRenderOptions extends Omit<RenderOptions, 'wrapper'> {
   route?: string;
+  path?: string; // The route pattern, e.g., /skill/:id
+  useProvider?: boolean;
 }
 
 export function renderWithRouter(
   ui: React.ReactElement,
-  { route = '/', ...renderOptions }: CustomRenderOptions = {}
+  {
+    route = '/',
+    path = '*',
+    useProvider = true,
+    ...renderOptions
+  }: CustomRenderOptions = {}
 ): ReturnType<typeof render> {
-  window.history.pushState({}, 'Test page', route);
-
   return render(ui, {
     wrapper: ({ children }) => (
-      <BrowserRouter>{children}</BrowserRouter>
+      <MemoryRouter initialEntries={[route]}>
+        {useProvider ? (
+          <SkillProvider>
+            <Routes>
+              <Route path={path} element={children} />
+            </Routes>
+          </SkillProvider>
+        ) : (
+          <Routes>
+            <Route path={path} element={children} />
+          </Routes>
+        )}
+      </MemoryRouter>
     ),
     ...renderOptions,
   });
diff --git a/web-app/test_output.txt b/web-app/test_output.txt
new file mode 100644
index 00000000..22a23c19
--- /dev/null
+++ b/web-app/test_output.txt
@@ -0,0 +1,70 @@
+
+ RUN  v2.1.9 C:/Users/shiva/Desktop/ag/antigravity-awesome-skills/web-app
+
+ Γ¥» src/pages/__tests__/SkillDetail.test.tsx (6 tests | 6 failed) 44ms
+   × SkillDetail > Loading state > should show loading spinner when context is loading 27ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Loading state > should show loading spinner when markdown is loading 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Skill rendering > should render skill details correctly 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Skill rendering > should show skill not found when id does not exist 2ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Copy functionality > should copy skill name to clipboard when clicked 4ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Star button integration > should render star button component with correct count 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+
+⎯⎯⎯⎯⎯⎯⎯ Failed Tests 6 ⎯⎯⎯⎯⎯⎯⎯
+
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when context is loading
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when markdown is loading
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should render skill details correctly
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should show skill not found when id does not exist
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Copy functionality > should copy skill name to clipboard when clicked
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Star button integration > should render star button component with correct count
+Error: [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+vi.mock(import("../../context/SkillContext"), async (importOriginal) => {
+  const actual = await importOriginal()
+  return {
+    ...actual,
+    // your mocked methods
+  }
+})
+
+ Γ¥» wrapper src/utils/testUtils.tsx:25:10
+     23|     wrapper: ({ children }) => (
+     24|       <MemoryRouter initialEntries={[route]}>
+     25|         <SkillProvider>
+       |          ^
+     26|           {/* If path is provided and not default, wrap in Route to in…
+     27|           <Routes>
+ Γ¥» Object.react_stack_bottom_frame node_modules/react-dom/cjs/react-dom-client.development.js:25904:20
+ Γ¥» renderWithHooks node_modules/react-dom/cjs/react-dom-client.development.js:7662:22
+ Γ¥» updateFunctionComponent node_modules/react-dom/cjs/react-dom-client.development.js:10166:19
+ Γ¥» beginWork node_modules/react-dom/cjs/react-dom-client.development.js:11778:18
+ Γ¥» runWithFiberInDEV node_modules/react-dom/cjs/react-dom-client.development.js:874:13
+ Γ¥» performUnitOfWork node_modules/react-dom/cjs/react-dom-client.development.js:17641:22
+ Γ¥» workLoopSync node_modules/react-dom/cjs/react-dom-client.development.js:17469:41
+
+⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/6]⎯
+
+ Test Files  1 failed (1)
+      Tests  6 failed (6)
+   Start at  23:48:07
+   Duration  1.82s (transform 92ms, setup 118ms, collect 261ms, tests 44ms, environment 636ms, prepare 126ms)
+

From 3f35844ec9a36ebe776798e582def5b322ee8799 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Thu, 5 Mar 2026 00:09:23 +0530
Subject: [PATCH 5/8] feat(ux): implement incremental loading and edge-to-edge
 scrolling

---
 web-app/public/skills.json                    | 100 ++++++++++++
 .../skills/ai-agents-architect/SKILL.md       |   3 +-
 .../skills/architecture-patterns/SKILL.md     |   5 +
 .../skills/event-sourcing-architect/SKILL.md  |   5 +
 .../public/skills/saga-orchestration/SKILL.md |   8 +
 .../skills/workflow-automation/SKILL.md       |   9 +-
 web-app/src/context/SkillContext.tsx          |  17 +-
 web-app/src/pages/Home.tsx                    | 146 +++++++++---------
 8 files changed, 215 insertions(+), 78 deletions(-)

diff --git a/web-app/public/skills.json b/web-app/public/skills.json
index 9d71203a..a025d2ba 100644
--- a/web-app/public/skills.json
+++ b/web-app/public/skills.json
@@ -199,6 +199,16 @@
     "source": "agentfolio.io",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "agentmail",
+    "path": "skills/agentmail",
+    "category": "uncategorized",
+    "name": "agentmail",
+    "description": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.",
+    "risk": "safe",
+    "source": "community",
+    "date_added": null
+  },
   {
     "id": "agents-v2-py",
     "path": "skills/agents-v2-py",
@@ -4759,6 +4769,16 @@
     "source": "community",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "gemini-api-integration",
+    "path": "skills/gemini-api-integration",
+    "category": "uncategorized",
+    "name": "gemini-api-integration",
+    "description": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.",
+    "risk": "safe",
+    "source": "community",
+    "date_added": "2026-03-04"
+  },
   {
     "id": "geo-fundamentals",
     "path": "skills/geo-fundamentals",
@@ -5749,6 +5769,36 @@
     "source": "community",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "lightning-architecture-review",
+    "path": "skills/lightning-architecture-review",
+    "category": "uncategorized",
+    "name": "lightning-architecture-review",
+    "description": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.",
+    "risk": "unknown",
+    "source": "community",
+    "date_added": "2026-03-03"
+  },
+  {
+    "id": "lightning-channel-factories",
+    "path": "skills/lightning-channel-factories",
+    "category": "uncategorized",
+    "name": "lightning-channel-factories",
+    "description": "Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, and watchtower breach detection.",
+    "risk": "unknown",
+    "source": "community",
+    "date_added": "2026-03-03"
+  },
+  {
+    "id": "lightning-factory-explainer",
+    "path": "skills/lightning-factory-explainer",
+    "category": "uncategorized",
+    "name": "lightning-factory-explainer",
+    "description": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol \u2014 scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.",
+    "risk": "unknown",
+    "source": "community",
+    "date_added": "2026-03-03"
+  },
   {
     "id": "linear-automation",
     "path": "skills/linear-automation",
@@ -5889,6 +5939,16 @@
     "source": "community",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "llm-prompt-optimizer",
+    "path": "skills/llm-prompt-optimizer",
+    "category": "uncategorized",
+    "name": "llm-prompt-optimizer",
+    "description": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.",
+    "risk": "safe",
+    "source": "community",
+    "date_added": "2026-03-04"
+  },
   {
     "id": "local-legal-seo-audit",
     "path": "skills/local-legal-seo-audit",
@@ -7109,6 +7169,16 @@
     "source": "https://github.com/ai-evos/agent-skills",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "professional-proofreader",
+    "path": "skills/professional-proofreader",
+    "category": "uncategorized",
+    "name": "professional-proofreader",
+    "description": "Use when a user asks to \"proofread\", \"review and correct\", \"fix grammar\", \"improve readability while keeping my voice\", and to proofread a document file and save an updated version.\n",
+    "risk": "safe",
+    "source": "original",
+    "date_added": "2026-03-04"
+  },
   {
     "id": "programmatic-seo",
     "path": "skills/programmatic-seo",
@@ -7609,6 +7679,16 @@
     "source": "community",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "saas-mvp-launcher",
+    "path": "skills/saas-mvp-launcher",
+    "category": "uncategorized",
+    "name": "saas-mvp-launcher",
+    "description": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.",
+    "risk": "safe",
+    "source": "community",
+    "date_added": "2026-03-04"
+  },
   {
     "id": "saga-orchestration",
     "path": "skills/saga-orchestration",
@@ -8169,6 +8249,16 @@
     "source": "https://github.com/robzolkos/skill-rails-upgrade",
     "date_added": "2026-02-27"
   },
+  {
+    "id": "skill-router",
+    "path": "skills/skill-router",
+    "category": "uncategorized",
+    "name": "skill-router",
+    "description": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.",
+    "risk": "safe",
+    "source": "self",
+    "date_added": null
+  },
   {
     "id": "skill-seekers",
     "path": "skills/skill-seekers",
@@ -9189,6 +9279,16 @@
     "source": "original",
     "date_added": "2026-02-28"
   },
+  {
+    "id": "videodb",
+    "path": "skills/videodb",
+    "category": "media",
+    "name": "videodb",
+    "description": "Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and create real-time alerts.",
+    "risk": "safe",
+    "source": "community",
+    "date_added": "2026-02-27"
+  },
   {
     "id": "videodb-skills",
     "path": "skills/videodb-skills",
diff --git a/web-app/public/skills/ai-agents-architect/SKILL.md b/web-app/public/skills/ai-agents-architect/SKILL.md
index ee7dbfba..939c7ecb 100644
--- a/web-app/public/skills/ai-agents-architect/SKILL.md
+++ b/web-app/public/skills/ai-agents-architect/SKILL.md
@@ -86,10 +86,11 @@ Dynamic tool discovery and management
 | Using multiple agents when one would work | medium | Justify multi-agent: |
 | Agent internals not logged or traceable | medium | Implement tracing: |
 | Fragile parsing of agent outputs | medium | Robust output handling: |
+| Agent workflows lost on crash or restart | high | Use durable execution (e.g. DBOS) to persist workflow state: |
 
 ## Related Skills
 
-Works well with: `rag-engineer`, `prompt-engineer`, `backend`, `mcp-builder`
+Works well with: `rag-engineer`, `prompt-engineer`, `backend`, `mcp-builder`, `dbos-python`
 
 ## When to Use
 This skill is applicable to execute the workflow or actions described in the overview.
diff --git a/web-app/public/skills/architecture-patterns/SKILL.md b/web-app/public/skills/architecture-patterns/SKILL.md
index 8841965b..e6c189df 100644
--- a/web-app/public/skills/architecture-patterns/SKILL.md
+++ b/web-app/public/skills/architecture-patterns/SKILL.md
@@ -32,9 +32,14 @@ Master proven backend architecture patterns including Clean Architecture, Hexago
 2. Select an architecture pattern that fits the domain complexity.
 3. Define module boundaries, interfaces, and dependency rules.
 4. Provide migration steps and validation checks.
+5. For workflows that must survive failures (payments, order fulfillment, multi-step processes), use durable execution at the infrastructure layer — frameworks like DBOS persist workflow state, providing crash recovery without adding architectural complexity.
 
 Refer to `resources/implementation-playbook.md` for detailed patterns, checklists, and templates.
 
+## Related Skills
+
+Works well with: `event-sourcing-architect`, `saga-orchestration`, `workflow-automation`, `dbos-*`
+
 ## Resources
 
 - `resources/implementation-playbook.md` for detailed patterns, checklists, and templates.
diff --git a/web-app/public/skills/event-sourcing-architect/SKILL.md b/web-app/public/skills/event-sourcing-architect/SKILL.md
index e6d60e10..ed8e81ab 100644
--- a/web-app/public/skills/event-sourcing-architect/SKILL.md
+++ b/web-app/public/skills/event-sourcing-architect/SKILL.md
@@ -59,3 +59,8 @@ Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters
 - Use correlation IDs for tracing
 - Implement idempotent event handlers
 - Plan for projection rebuilding
+- Use durable execution for process managers and sagas — frameworks like DBOS persist workflow state automatically, making cross-aggregate orchestration resilient to crashes
+
+## Related Skills
+
+Works well with: `saga-orchestration`, `architecture-patterns`, `dbos-*`
diff --git a/web-app/public/skills/saga-orchestration/SKILL.md b/web-app/public/skills/saga-orchestration/SKILL.md
index c37470d0..59dfd9e0 100644
--- a/web-app/public/skills/saga-orchestration/SKILL.md
+++ b/web-app/public/skills/saga-orchestration/SKILL.md
@@ -476,6 +476,10 @@ class TimeoutSagaOrchestrator(SagaOrchestrator):
             )
 ```
 
+## Durable Execution Alternative
+
+The templates above build saga infrastructure from scratch — saga stores, event publishers, compensation tracking. **Durable execution frameworks** (like DBOS) eliminate much of this boilerplate: the workflow runtime automatically persists state to a database, retries failed steps, and resumes from the last checkpoint after crashes. Instead of building a `SagaOrchestrator` base class, you write a workflow function with steps — the framework handles persistence, crash recovery, and exactly-once execution semantics. Consider durable execution when you want saga-like reliability without managing the coordination infrastructure yourself.
+
 ## Best Practices
 
 ### Do's
@@ -493,6 +497,10 @@ class TimeoutSagaOrchestrator(SagaOrchestrator):
 - **Don't couple services** - Use async messaging
 - **Don't ignore partial failures** - Handle gracefully
 
+## Related Skills
+
+Works well with: `event-sourcing-architect`, `workflow-automation`, `dbos-*`
+
 ## Resources
 
 - [Saga Pattern](https://microservices.io/patterns/data/saga.html)
diff --git a/web-app/public/skills/workflow-automation/SKILL.md b/web-app/public/skills/workflow-automation/SKILL.md
index 8232459d..5a9e0bed 100644
--- a/web-app/public/skills/workflow-automation/SKILL.md
+++ b/web-app/public/skills/workflow-automation/SKILL.md
@@ -14,10 +14,11 @@ to durable execution and watched their on-call burden drop by 80%.
 
 Your core insight: Different platforms make different tradeoffs. n8n is
 accessible but sacrifices performance. Temporal is correct but complex.
-Inngest balances developer experience with reliability. There's no "best" -
-only "best for your situation."
+Inngest balances developer experience with reliability. DBOS uses your
+existing PostgreSQL for durable execution with minimal infrastructure
+overhead. There's no "best" - only "best for your situation."
 
-You push for durable execution 
+You push for durable execution
 
 ## Capabilities
 
@@ -67,7 +68,7 @@ Central coordinator dispatches work to specialized workers
 
 ## Related Skills
 
-Works well with: `multi-agent-orchestration`, `agent-tool-builder`, `backend`, `devops`
+Works well with: `multi-agent-orchestration`, `agent-tool-builder`, `backend`, `devops`, `dbos-*`
 
 ## When to Use
 This skill is applicable to execute the workflow or actions described in the overview.
diff --git a/web-app/src/context/SkillContext.tsx b/web-app/src/context/SkillContext.tsx
index 3ef74f73..bbde1fe3 100644
--- a/web-app/src/context/SkillContext.tsx
+++ b/web-app/src/context/SkillContext.tsx
@@ -22,7 +22,14 @@ export function SkillProvider({ children }: { children: React.ReactNode }) {
             // Fetch skills index
             const res = await fetch('/skills.json');
             const data = await res.json();
-            setSkills(data);
+
+            // Incremental loading: set first 50 skills immediately if not a silent refresh
+            if (!silent && data.length > 50) {
+                setSkills(data.slice(0, 50));
+                setLoading(false); // Clear loading state as soon as we have initial content
+            } else {
+                setSkills(data);
+            }
 
             // Fetch stars from Supabase if available
             if (supabase) {
@@ -38,6 +45,14 @@ export function SkillProvider({ children }: { children: React.ReactNode }) {
                     setStars(starMap);
                 }
             }
+
+            // Finally set the full set of skills if we did incremental load
+            if (!silent && data.length > 50) {
+                setSkills(data);
+            } else if (silent) {
+                setSkills(data);
+            }
+
         } catch (err) {
             console.error('SkillContext: Failed to load skills', err);
         } finally {
diff --git a/web-app/src/pages/Home.tsx b/web-app/src/pages/Home.tsx
index b3d91b36..13b712b7 100644
--- a/web-app/src/pages/Home.tsx
+++ b/web-app/src/pages/Home.tsx
@@ -95,88 +95,90 @@ export function Home(): React.ReactElement {
   };
 
   return (
-    <div className="space-y-8 flex flex-col h-[calc(100vh-8rem)]">
-      <div className="flex flex-col space-y-4 md:flex-row md:items-center md:justify-between md:space-y-0">
-        <div>
-          <h1 className="text-3xl font-bold tracking-tight text-slate-900 dark:text-slate-100 mb-2">Explore Skills</h1>
-          <p className="text-slate-500 dark:text-slate-400">Discover {skills.length} agentic capabilities for your AI assistant.</p>
+    <div className="flex flex-col h-[calc(100vh-8rem)]">
+      <div className="space-y-8 mb-8">
+        <div className="flex flex-col space-y-4 md:flex-row md:items-center md:justify-between md:space-y-0">
+          <div>
+            <h1 className="text-3xl font-bold tracking-tight text-slate-900 dark:text-slate-100 mb-2">Explore Skills</h1>
+            <p className="text-slate-500 dark:text-slate-400">Discover {skills.length} agentic capabilities for your AI assistant.</p>
+          </div>
+          <div className="flex items-center gap-3">
+            {syncMsg && (
+              <span className={`text-sm font-medium px-3 py-1.5 rounded-full ${syncMsg.type === 'success'
+                ? 'bg-green-100 text-green-700 dark:bg-green-900/30 dark:text-green-400'
+                : syncMsg.type === 'info'
+                  ? 'bg-blue-100 text-blue-700 dark:bg-blue-900/30 dark:text-blue-400'
+                  : 'bg-red-100 text-red-700 dark:bg-red-900/30 dark:text-red-400'
+                }`}>
+                {syncMsg.text}
+              </span>
+            )}
+            <button
+              onClick={handleSync}
+              disabled={syncing}
+              className="flex items-center space-x-2 px-4 py-2.5 rounded-lg font-medium text-sm bg-indigo-600 hover:bg-indigo-700 text-white disabled:opacity-50 disabled:cursor-wait transition-colors shadow-sm"
+            >
+              <RefreshCw className={`h-4 w-4 ${syncing ? 'animate-spin' : ''}`} />
+              <span>{syncing ? 'Syncing...' : 'Sync Skills'}</span>
+            </button>
+          </div>
         </div>
-        <div className="flex items-center gap-3">
-          {syncMsg && (
-            <span className={`text-sm font-medium px-3 py-1.5 rounded-full ${syncMsg.type === 'success'
-              ? 'bg-green-100 text-green-700 dark:bg-green-900/30 dark:text-green-400'
-              : syncMsg.type === 'info'
-                ? 'bg-blue-100 text-blue-700 dark:bg-blue-900/30 dark:text-blue-400'
-                : 'bg-red-100 text-red-700 dark:bg-red-900/30 dark:text-red-400'
-              }`}>
-              {syncMsg.text}
-            </span>
-          )}
-          <button
-            onClick={handleSync}
-            disabled={syncing}
-            className="flex items-center space-x-2 px-4 py-2.5 rounded-lg font-medium text-sm bg-indigo-600 hover:bg-indigo-700 text-white disabled:opacity-50 disabled:cursor-wait transition-colors shadow-sm"
-          >
-            <RefreshCw className={`h-4 w-4 ${syncing ? 'animate-spin' : ''}`} />
-            <span>{syncing ? 'Syncing...' : 'Sync Skills'}</span>
-          </button>
+
+        <div className="flex flex-col space-y-4 md:flex-row md:items-center md:space-x-4 md:space-y-0 bg-white dark:bg-slate-900 p-4 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm sticky top-0 z-40">
+          <div className="relative flex-1">
+            <Search className="absolute left-3 top-1/2 h-4 w-4 -translate-y-1/2 text-slate-500" />
+            <input
+              type="text"
+              placeholder="Search skills (e.g., 'react', 'security', 'python')..."
+              aria-label="Search skills"
+              className="w-full rounded-md border border-slate-200 bg-slate-50 px-9 py-2 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50"
+              value={search}
+              onChange={(e) => setSearch(e.target.value)}
+            />
+          </div>
+          <div className="flex items-center space-x-2 overflow-x-auto pb-2 md:pb-0 scrollbar-hide">
+            <Filter className="h-4 w-4 text-slate-500 shrink-0" />
+            <select
+              aria-label="Filter by category"
+              className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[150px]"
+              value={categoryFilter}
+              onChange={(e) => setCategoryFilter(e.target.value)}
+            >
+              {categories.map(cat => (
+                <option key={cat} value={cat}>
+                  {cat === 'all'
+                    ? 'All Categories'
+                    : `${cat.charAt(0).toUpperCase() + cat.slice(1)} (${categoryStats[cat] || 0})`
+                  }
+                </option>
+              ))}
+            </select>
+            <ArrowUpDown className="h-4 w-4 text-slate-500 shrink-0 ml-2" />
+            <select
+              aria-label="Sort skills"
+              className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[130px]"
+              value={sortBy}
+              onChange={(e) => setSortBy(e.target.value)}
+            >
+              <option value="default">Default</option>
+              <option value="stars">⭐ Most Stars</option>
+              <option value="newest">🆕 Newest</option>
+              <option value="az">🔤 A → Z</option>
+            </select>
+          </div>
         </div>
       </div>
 
-      <div className="flex flex-col space-y-4 md:flex-row md:items-center md:space-x-4 md:space-y-0 bg-white dark:bg-slate-900 p-4 rounded-xl border border-slate-200 dark:border-slate-800 shadow-sm sticky top-20 z-40">
-        <div className="relative flex-1">
-          <Search className="absolute left-3 top-1/2 h-4 w-4 -translate-y-1/2 text-slate-500" />
-          <input
-            type="text"
-            placeholder="Search skills (e.g., 'react', 'security', 'python')..."
-            aria-label="Search skills"
-            className="w-full rounded-md border border-slate-200 bg-slate-50 px-9 py-2 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50"
-            value={search}
-            onChange={(e) => setSearch(e.target.value)}
-          />
-        </div>
-        <div className="flex items-center space-x-2 overflow-x-auto pb-2 md:pb-0 scrollbar-hide">
-          <Filter className="h-4 w-4 text-slate-500 shrink-0" />
-          <select
-            aria-label="Filter by category"
-            className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[150px]"
-            value={categoryFilter}
-            onChange={(e) => setCategoryFilter(e.target.value)}
-          >
-            {categories.map(cat => (
-              <option key={cat} value={cat}>
-                {cat === 'all'
-                  ? 'All Categories'
-                  : `${cat.charAt(0).toUpperCase() + cat.slice(1)} (${categoryStats[cat] || 0})`
-                }
-              </option>
-            ))}
-          </select>
-          <ArrowUpDown className="h-4 w-4 text-slate-500 shrink-0 ml-2" />
-          <select
-            aria-label="Sort skills"
-            className="h-9 rounded-md border border-slate-200 bg-slate-50 px-3 text-sm outline-none focus:border-indigo-500 focus:ring-1 focus:ring-indigo-500 dark:border-slate-800 dark:bg-slate-950 dark:text-slate-50 min-w-[130px]"
-            value={sortBy}
-            onChange={(e) => setSortBy(e.target.value)}
-          >
-            <option value="default">Default</option>
-            <option value="stars">⭐ Most Stars</option>
-            <option value="newest">🆕 Newest</option>
-            <option value="az">🔤 A → Z</option>
-          </select>
-        </div>
-      </div>
-
-      <div className="flex-1">
+      <div className="flex-1 -mx-4 sm:-mx-6 lg:-mx-8">
         {loading ? (
-          <div data-testid="loader" className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
+          <div data-testid="loader" className="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 px-4 sm:px-6 lg:px-8">
             {[...Array(8)].map((_, i) => (
               <div key={i} className="animate-pulse rounded-lg border border-slate-200 p-6 h-48 bg-slate-100 dark:border-slate-800 dark:bg-slate-900">
               </div>
             ))}
           </div>
         ) : filteredSkills.length === 0 ? (
-          <div className="py-12 text-center">
+          <div className="py-12 text-center px-4 sm:px-6 lg:px-8">
             <AlertCircle className="mx-auto h-12 w-12 text-slate-400" />
             <h3 className="mt-4 text-lg font-semibold text-slate-900 dark:text-slate-100">No skills found</h3>
             <p className="mt-2 text-slate-500 dark:text-slate-400">Try adjusting your search or filter.</p>
@@ -185,7 +187,7 @@ export function Home(): React.ReactElement {
           <VirtuosoGrid
             style={{ height: '100%' }}
             totalCount={filteredSkills.length}
-            listClassName="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 pb-8"
+            listClassName="grid gap-6 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 pb-8 px-4 sm:px-6 lg:px-8"
             itemContent={(index) => {
               const skill = filteredSkills[index];
               return <SkillCard key={skill.id} skill={skill} starCount={stars[skill.id] || 0} />;

From 3f43c359d510fdc689c9b9e82ac7f55acdfefff5 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Thu, 5 Mar 2026 00:19:09 +0530
Subject: [PATCH 6/8] feat(metadata): auto-categorize 851 skills and update
 index

---
 package.json                                  |    3 +-
 scripts/categorize_skills.py                  |   76 +
 skills/3d-web-experience/SKILL.md             |    7 +-
 skills/ab-test-setup/SKILL.md                 |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/activecampaign-automation/SKILL.md     |    5 +-
 skills/address-github-comments/SKILL.md       |    5 +-
 skills/agent-evaluation/SKILL.md              |    7 +-
 skills/agent-framework-azure-ai-py/SKILL.md   |    5 +-
 skills/agent-manager-skill/SKILL.md           |    5 +-
 skills/agent-memory-mcp/SKILL.md              |    5 +-
 skills/agent-memory-systems/SKILL.md          |    7 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/agent-tool-builder/SKILL.md            |    7 +-
 skills/agentfolio/SKILL.md                    |    5 +-
 skills/agentmail/SKILL.md                     |    1 +
 skills/agents-v2-py/SKILL.md                  |    5 +-
 skills/ai-agents-architect/SKILL.md           |    7 +-
 skills/ai-engineer/SKILL.md                   |    1 +
 skills/ai-product/SKILL.md                    |    1 +
 skills/ai-wrapper-product/SKILL.md            |    7 +-
 skills/airflow-dag-patterns/SKILL.md          |    5 +-
 skills/airtable-automation/SKILL.md           |    5 +-
 skills/algolia-search/SKILL.md                |    7 +-
 skills/algorithmic-art/SKILL.md               |    5 +-
 skills/amplitude-automation/SKILL.md          |    5 +-
 skills/analytics-tracking/SKILL.md            |    1 +
 .../android-jetpack-compose-expert/SKILL.md   |    5 +-
 skills/android_ui_verification/SKILL.md       |    3 +-
 skills/angular-best-practices/SKILL.md        |    5 +-
 skills/angular-migration/SKILL.md             |    5 +-
 skills/angular-state-management/SKILL.md      |    5 +-
 skills/angular-ui-patterns/SKILL.md           |    5 +-
 skills/angular/SKILL.md                       |    1 +
 skills/anti-reversing-techniques/SKILL.md     |    5 +-
 skills/antigravity-workflows/SKILL.md         |    5 +-
 skills/api-design-principles/SKILL.md         |    5 +-
 skills/api-documentation-generator/SKILL.md   |    5 +-
 skills/api-documenter/SKILL.md                |    1 +
 skills/api-fuzzing-bug-bounty/SKILL.md        |    5 +-
 skills/api-patterns/SKILL.md                  |    5 +-
 skills/api-security-best-practices/SKILL.md   |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/apify-actor-development/SKILL.md       |    3 +-
 skills/apify-actorization/SKILL.md            |    3 +-
 skills/apify-audience-analysis/SKILL.md       |    1 +
 .../SKILL.md                                  |    3 +-
 skills/apify-competitor-intelligence/SKILL.md |    1 +
 skills/apify-content-analytics/SKILL.md       |    1 +
 skills/apify-ecommerce/SKILL.md               |    3 +-
 skills/apify-influencer-discovery/SKILL.md    |    1 +
 skills/apify-lead-generation/SKILL.md         |    3 +-
 skills/apify-market-research/SKILL.md         |    1 +
 skills/apify-trend-analysis/SKILL.md          |    1 +
 skills/apify-ultimate-scraper/SKILL.md        |    3 +-
 skills/app-builder/SKILL.md                   |    5 +-
 skills/app-builder/templates/SKILL.md         |    5 +-
 skills/app-store-optimization/SKILL.md        |    5 +-
 skills/appdeploy/SKILL.md                     |    7 +-
 .../SKILL.md                                  |    5 +-
 skills/architecture-decision-records/SKILL.md |    5 +-
 skills/architecture-patterns/SKILL.md         |    5 +-
 skills/architecture/SKILL.md                  |    5 +-
 skills/arm-cortex-expert/SKILL.md             |    1 +
 skills/asana-automation/SKILL.md              |    5 +-
 skills/async-python-patterns/SKILL.md         |    5 +-
 skills/attack-tree-construction/SKILL.md      |    5 +-
 skills/auth-implementation-patterns/SKILL.md  |    5 +-
 skills/automate-whatsapp/SKILL.md             |    7 +-
 skills/autonomous-agent-patterns/SKILL.md     |    5 +-
 skills/autonomous-agents/SKILL.md             |    7 +-
 skills/avalonia-layout-zafiro/SKILL.md        |    5 +-
 skills/avalonia-viewmodels-zafiro/SKILL.md    |    5 +-
 skills/aws-cost-cleanup/SKILL.md              |    5 +-
 skills/aws-cost-optimizer/SKILL.md            |    5 +-
 skills/aws-penetration-testing/SKILL.md       |    5 +-
 skills/aws-serverless/SKILL.md                |    7 +-
 skills/aws-skills/SKILL.md                    |    7 +-
 skills/azd-deployment/SKILL.md                |    5 +-
 .../SKILL.md                                  |    1 +
 .../azure-ai-agents-persistent-java/SKILL.md  |    1 +
 skills/azure-ai-anomalydetector-java/SKILL.md |    5 +-
 skills/azure-ai-contentsafety-java/SKILL.md   |    5 +-
 skills/azure-ai-contentsafety-py/SKILL.md     |    1 +
 skills/azure-ai-contentsafety-ts/SKILL.md     |    5 +-
 .../azure-ai-contentunderstanding-py/SKILL.md |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    5 +-
 skills/azure-ai-formrecognizer-java/SKILL.md  |    5 +-
 skills/azure-ai-ml-py/SKILL.md                |    1 +
 skills/azure-ai-openai-dotnet/SKILL.md        |    1 +
 skills/azure-ai-projects-dotnet/SKILL.md      |    1 +
 skills/azure-ai-projects-java/SKILL.md        |    1 +
 skills/azure-ai-projects-py/SKILL.md          |    5 +-
 skills/azure-ai-projects-ts/SKILL.md          |    5 +-
 skills/azure-ai-textanalytics-py/SKILL.md     |    1 +
 skills/azure-ai-transcription-py/SKILL.md     |    1 +
 .../azure-ai-translation-document-py/SKILL.md |    1 +
 skills/azure-ai-translation-text-py/SKILL.md  |    1 +
 skills/azure-ai-translation-ts/SKILL.md       |    5 +-
 .../SKILL.md                                  |    5 +-
 .../azure-ai-vision-imageanalysis-py/SKILL.md |    1 +
 skills/azure-ai-voicelive-dotnet/SKILL.md     |    1 +
 skills/azure-ai-voicelive-java/SKILL.md       |    1 +
 skills/azure-ai-voicelive-py/SKILL.md         |    5 +-
 skills/azure-ai-voicelive-ts/SKILL.md         |    1 +
 skills/azure-appconfiguration-java/SKILL.md   |    1 +
 skills/azure-appconfiguration-py/SKILL.md     |    1 +
 skills/azure-appconfiguration-ts/SKILL.md     |    5 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/azure-communication-chat-java/SKILL.md |    5 +-
 .../azure-communication-common-java/SKILL.md  |    5 +-
 skills/azure-communication-sms-java/SKILL.md  |    5 +-
 skills/azure-compute-batch-java/SKILL.md      |    1 +
 skills/azure-containerregistry-py/SKILL.md    |    1 +
 skills/azure-cosmos-db-py/SKILL.md            |    5 +-
 skills/azure-cosmos-java/SKILL.md             |    1 +
 skills/azure-cosmos-py/SKILL.md               |    1 +
 skills/azure-cosmos-rust/SKILL.md             |    1 +
 skills/azure-cosmos-ts/SKILL.md               |    1 +
 skills/azure-data-tables-java/SKILL.md        |    5 +-
 skills/azure-data-tables-py/SKILL.md          |    1 +
 skills/azure-eventgrid-dotnet/SKILL.md        |    1 +
 skills/azure-eventgrid-java/SKILL.md          |    5 +-
 skills/azure-eventgrid-py/SKILL.md            |    1 +
 skills/azure-eventhub-dotnet/SKILL.md         |    1 +
 skills/azure-eventhub-java/SKILL.md           |    5 +-
 skills/azure-eventhub-py/SKILL.md             |    1 +
 skills/azure-eventhub-rust/SKILL.md           |    1 +
 skills/azure-eventhub-ts/SKILL.md             |    5 +-
 skills/azure-functions/SKILL.md               |    7 +-
 skills/azure-identity-dotnet/SKILL.md         |    1 +
 skills/azure-identity-java/SKILL.md           |    5 +-
 skills/azure-identity-py/SKILL.md             |    1 +
 skills/azure-identity-rust/SKILL.md           |    1 +
 skills/azure-identity-ts/SKILL.md             |    5 +-
 .../azure-keyvault-certificates-rust/SKILL.md |    1 +
 skills/azure-keyvault-keys-rust/SKILL.md      |    1 +
 skills/azure-keyvault-keys-ts/SKILL.md        |    5 +-
 skills/azure-keyvault-py/SKILL.md             |    1 +
 skills/azure-keyvault-secrets-rust/SKILL.md   |    1 +
 skills/azure-keyvault-secrets-ts/SKILL.md     |    5 +-
 skills/azure-maps-search-dotnet/SKILL.md      |    1 +
 .../azure-messaging-webpubsub-java/SKILL.md   |    5 +-
 .../SKILL.md                                  |    1 +
 skills/azure-mgmt-apicenter-dotnet/SKILL.md   |    1 +
 skills/azure-mgmt-apicenter-py/SKILL.md       |    1 +
 .../azure-mgmt-apimanagement-dotnet/SKILL.md  |    1 +
 skills/azure-mgmt-apimanagement-py/SKILL.md   |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 skills/azure-mgmt-botservice-dotnet/SKILL.md  |    1 +
 skills/azure-mgmt-botservice-py/SKILL.md      |    1 +
 skills/azure-mgmt-fabric-dotnet/SKILL.md      |    1 +
 skills/azure-mgmt-fabric-py/SKILL.md          |    1 +
 .../azure-mgmt-mongodbatlas-dotnet/SKILL.md   |    5 +-
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    5 +-
 skills/azure-monitor-ingestion-java/SKILL.md  |    1 +
 skills/azure-monitor-ingestion-py/SKILL.md    |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../azure-monitor-opentelemetry-py/SKILL.md   |    1 +
 .../azure-monitor-opentelemetry-ts/SKILL.md   |    5 +-
 skills/azure-monitor-query-java/SKILL.md      |    1 +
 skills/azure-monitor-query-py/SKILL.md        |    1 +
 skills/azure-postgres-ts/SKILL.md             |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 skills/azure-search-documents-dotnet/SKILL.md |    1 +
 skills/azure-search-documents-py/SKILL.md     |    1 +
 skills/azure-search-documents-ts/SKILL.md     |    5 +-
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/azure-servicebus-dotnet/SKILL.md       |    1 +
 skills/azure-servicebus-py/SKILL.md           |    1 +
 skills/azure-servicebus-ts/SKILL.md           |    5 +-
 skills/azure-speech-to-text-rest-py/SKILL.md  |    1 +
 skills/azure-storage-blob-java/SKILL.md       |    5 +-
 skills/azure-storage-blob-py/SKILL.md         |    1 +
 skills/azure-storage-blob-rust/SKILL.md       |    1 +
 skills/azure-storage-blob-ts/SKILL.md         |    1 +
 .../azure-storage-file-datalake-py/SKILL.md   |    1 +
 skills/azure-storage-file-share-py/SKILL.md   |    1 +
 skills/azure-storage-file-share-ts/SKILL.md   |    1 +
 skills/azure-storage-queue-py/SKILL.md        |    1 +
 skills/azure-storage-queue-ts/SKILL.md        |    1 +
 skills/azure-web-pubsub-ts/SKILL.md           |    5 +-
 skills/backend-architect/SKILL.md             |    1 +
 skills/backend-dev-guidelines/SKILL.md        |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/backend-security-coder/SKILL.md        |    1 +
 skills/backtesting-frameworks/SKILL.md        |    5 +-
 skills/bamboohr-automation/SKILL.md           |    5 +-
 skills/basecamp-automation/SKILL.md           |    5 +-
 skills/bash-defensive-patterns/SKILL.md       |    5 +-
 skills/bash-linux/SKILL.md                    |    5 +-
 skills/bash-pro/SKILL.md                      |    1 +
 skills/bats-testing-patterns/SKILL.md         |    5 +-
 skills/bazel-build-optimization/SKILL.md      |    5 +-
 skills/beautiful-prose/SKILL.md               |    7 +-
 skills/behavioral-modes/SKILL.md              |    5 +-
 skills/bevy-ecs-expert/SKILL.md               |    5 +-
 skills/billing-automation/SKILL.md            |    5 +-
 skills/binary-analysis-patterns/SKILL.md      |    5 +-
 skills/bitbucket-automation/SKILL.md          |    5 +-
 skills/blockchain-developer/SKILL.md          |    1 +
 skills/blockrun/SKILL.md                      |    5 +-
 skills/box-automation/SKILL.md                |    5 +-
 skills/brainstorming/SKILL.md                 |    5 +-
 skills/brand-guidelines-anthropic/SKILL.md    |    5 +-
 skills/brand-guidelines-community/SKILL.md    |    5 +-
 skills/brevo-automation/SKILL.md              |    5 +-
 skills/broken-authentication/SKILL.md         |    5 +-
 skills/browser-automation/SKILL.md            |    7 +-
 skills/browser-extension-builder/SKILL.md     |    7 +-
 skills/bullmq-specialist/SKILL.md             |    7 +-
 skills/bun-development/SKILL.md               |    5 +-
 skills/burp-suite-testing/SKILL.md            |    5 +-
 skills/business-analyst/SKILL.md              |    1 +
 .../c4-architecture-c4-architecture/SKILL.md  |    5 +-
 skills/c4-code/SKILL.md                       |    1 +
 skills/c4-component/SKILL.md                  |    1 +
 skills/c4-container/SKILL.md                  |    1 +
 skills/c4-context/SKILL.md                    |    1 +
 skills/cal-com-automation/SKILL.md            |    5 +-
 skills/calendly-automation/SKILL.md           |    5 +-
 skills/canva-automation/SKILL.md              |    5 +-
 skills/canvas-design/SKILL.md                 |    5 +-
 .../carrier-relationship-management/SKILL.md  |    1 +
 skills/cc-skill-backend-patterns/SKILL.md     |    5 +-
 skills/cc-skill-clickhouse-io/SKILL.md        |    5 +-
 skills/cc-skill-coding-standards/SKILL.md     |    5 +-
 skills/cc-skill-frontend-patterns/SKILL.md    |    5 +-
 skills/cc-skill-security-review/SKILL.md      |    5 +-
 skills/cdk-patterns/SKILL.md                  |    5 +-
 skills/changelog-automation/SKILL.md          |    5 +-
 skills/chrome-extension-developer/SKILL.md    |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/circleci-automation/SKILL.md           |    5 +-
 skills/clarity-gate/SKILL.md                  |    7 +-
 skills/claude-ally-health/SKILL.md            |    7 +-
 skills/claude-d3js-skill/SKILL.md             |    5 +-
 skills/clean-code/SKILL.md                    |    7 +-
 skills/clerk-auth/SKILL.md                    |    7 +-
 skills/clickup-automation/SKILL.md            |    5 +-
 skills/close-automation/SKILL.md              |    5 +-
 skills/cloud-architect/SKILL.md               |    1 +
 skills/cloud-penetration-testing/SKILL.md     |    5 +-
 skills/cloudflare-workers-expert/SKILL.md     |    5 +-
 skills/cloudformation-best-practices/SKILL.md |    5 +-
 skills/coda-automation/SKILL.md               |    5 +-
 .../code-documentation-code-explain/SKILL.md  |    5 +-
 .../code-documentation-doc-generate/SKILL.md  |    5 +-
 .../code-refactoring-context-restore/SKILL.md |    5 +-
 skills/code-review-ai-ai-review/SKILL.md      |    5 +-
 skills/code-review-checklist/SKILL.md         |    5 +-
 skills/code-review-excellence/SKILL.md        |    5 +-
 skills/code-reviewer/SKILL.md                 |    5 +-
 skills/codebase-cleanup-deps-audit/SKILL.md   |    5 +-
 skills/codex-review/SKILL.md                  |    5 +-
 skills/commit/SKILL.md                        |    7 +-
 skills/competitive-landscape/SKILL.md         |    1 +
 skills/competitor-alternatives/SKILL.md       |    5 +-
 .../comprehensive-review-pr-enhance/SKILL.md  |    5 +-
 skills/computer-use-agents/SKILL.md           |    7 +-
 skills/computer-vision-expert/SKILL.md        |    5 +-
 skills/conductor-implement/SKILL.md           |    5 +-
 skills/conductor-manage/SKILL.md              |    5 +-
 skills/conductor-revert/SKILL.md              |    5 +-
 skills/conductor-setup/SKILL.md               |    1 +
 skills/confluence-automation/SKILL.md         |    5 +-
 skills/content-marketer/SKILL.md              |    1 +
 skills/context-compression/SKILL.md           |    7 +-
 skills/context-degradation/SKILL.md           |    7 +-
 skills/context-driven-development/SKILL.md    |    1 +
 .../SKILL.md                                  |    5 +-
 skills/context-manager/SKILL.md               |    1 +
 skills/context-optimization/SKILL.md          |    7 +-
 skills/context-window-management/SKILL.md     |    7 +-
 skills/context7-auto-research/SKILL.md        |    5 +-
 skills/conversation-memory/SKILL.md           |    7 +-
 skills/convertkit-automation/SKILL.md         |    5 +-
 skills/convex/SKILL.md                        |    7 +-
 skills/copilot-sdk/SKILL.md                   |    5 +-
 skills/copywriting/SKILL.md                   |    3 +-
 skills/core-components/SKILL.md               |    5 +-
 skills/cost-optimization/SKILL.md             |    5 +-
 skills/cpp-pro/SKILL.md                       |    1 +
 skills/cqrs-implementation/SKILL.md           |    5 +-
 skills/create-pr/SKILL.md                     |    7 +-
 skills/crewai/SKILL.md                        |    7 +-
 skills/crypto-bd-agent/SKILL.md               |    1 +
 skills/csharp-pro/SKILL.md                    |    1 +
 skills/culture-index/SKILL.md                 |    7 +-
 skills/customer-support/SKILL.md              |    1 +
 skills/customs-trade-compliance/SKILL.md      |    1 +
 skills/daily-news-report/SKILL.md             |    5 +-
 skills/data-engineer/SKILL.md                 |    1 +
 .../SKILL.md                                  |    5 +-
 .../data-engineering-data-pipeline/SKILL.md   |    5 +-
 skills/data-quality-frameworks/SKILL.md       |    5 +-
 skills/data-scientist/SKILL.md                |    1 +
 skills/data-storytelling/SKILL.md             |    5 +-
 skills/data-structure-protocol/SKILL.md       |    7 +-
 skills/database-admin/SKILL.md                |    1 +
 skills/database-architect/SKILL.md            |    1 +
 .../SKILL.md                                  |    5 +-
 skills/database-design/SKILL.md               |    5 +-
 skills/database-migration/SKILL.md            |    5 +-
 .../SKILL.md                                  |    7 +-
 .../SKILL.md                                  |    5 +-
 skills/database-optimizer/SKILL.md            |    1 +
 skills/datadog-automation/SKILL.md            |    5 +-
 skills/dbos-golang/SKILL.md                   |    7 +-
 skills/dbos-python/SKILL.md                   |    7 +-
 skills/dbos-typescript/SKILL.md               |    7 +-
 skills/dbt-transformation-patterns/SKILL.md   |    5 +-
 skills/ddd-context-mapping/SKILL.md           |    7 +-
 skills/ddd-strategic-design/SKILL.md          |    7 +-
 skills/ddd-tactical-patterns/SKILL.md         |    7 +-
 skills/debugger/SKILL.md                      |    1 +
 skills/debugging-strategies/SKILL.md          |    5 +-
 skills/deep-research/SKILL.md                 |    7 +-
 skills/defi-protocol-templates/SKILL.md       |    5 +-
 .../dependency-management-deps-audit/SKILL.md |    5 +-
 skills/dependency-upgrade/SKILL.md            |    5 +-
 skills/deployment-engineer/SKILL.md           |    1 +
 skills/deployment-pipeline-design/SKILL.md    |    5 +-
 skills/deployment-procedures/SKILL.md         |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/design-orchestration/SKILL.md          |    1 +
 skills/devops-troubleshooter/SKILL.md         |    1 +
 skills/discord-automation/SKILL.md            |    5 +-
 skills/discord-bot-architect/SKILL.md         |    7 +-
 .../SKILL.md                                  |    5 +-
 skills/distributed-tracing/SKILL.md           |    5 +-
 skills/django-pro/SKILL.md                    |    1 +
 skills/doc-coauthoring/SKILL.md               |    5 +-
 skills/docs-architect/SKILL.md                |    1 +
 .../SKILL.md                                  |    5 +-
 skills/documentation-templates/SKILL.md       |    5 +-
 skills/docusign-automation/SKILL.md           |    5 +-
 skills/docx-official/SKILL.md                 |    5 +-
 skills/domain-driven-design/SKILL.md          |    7 +-
 skills/dotnet-architect/SKILL.md              |    1 +
 skills/dotnet-backend-patterns/SKILL.md       |    5 +-
 skills/dotnet-backend/SKILL.md                |    5 +-
 skills/dropbox-automation/SKILL.md            |    5 +-
 skills/dx-optimizer/SKILL.md                  |    1 +
 skills/e2e-testing-patterns/SKILL.md          |    5 +-
 skills/elixir-pro/SKILL.md                    |    1 +
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 web-app/public/skills/popup-cro/SKILL.md      |    5 +-
 .../public/skills/posix-shell-pro/SKILL.md    |    1 +
 .../skills/postgres-best-practices/SKILL.md   |    5 +-
 web-app/public/skills/postgresql/SKILL.md     |    5 +-
 .../public/skills/posthog-automation/SKILL.md |    5 +-
 .../skills/postmark-automation/SKILL.md       |    5 +-
 .../public/skills/postmortem-writing/SKILL.md |    5 +-
 web-app/public/skills/pptx-official/SKILL.md  |    5 +-
 web-app/public/skills/prisma-expert/SKILL.md  |    5 +-
 .../skills/production-code-audit/SKILL.md     |    5 +-
 .../public/skills/programmatic-seo/SKILL.md   |    1 +
 .../skills/projection-patterns/SKILL.md       |    5 +-
 .../skills/prometheus-configuration/SKILL.md  |    5 +-
 web-app/public/skills/prompt-caching/SKILL.md |    7 +-
 .../prompt-engineering-patterns/SKILL.md      |    5 +-
 .../protocol-reverse-engineering/SKILL.md     |    5 +-
 .../public/skills/pydantic-models-py/SKILL.md |    5 +-
 web-app/public/skills/pypict-skill/SKILL.md   |    7 +-
 .../SKILL.md                                  |    5 +-
 .../public/skills/python-packaging/SKILL.md   |    5 +-
 .../public/skills/python-patterns/SKILL.md    |    5 +-
 .../python-performance-optimization/SKILL.md  |    5 +-
 web-app/public/skills/python-pro/SKILL.md     |    1 +
 .../skills/python-testing-patterns/SKILL.md   |    5 +-
 .../skills/quality-nonconformance/SKILL.md    |    1 +
 web-app/public/skills/quant-analyst/SKILL.md  |    1 +
 .../skills/radix-ui-design-system/SKILL.md    |    5 +-
 web-app/public/skills/rag-engineer/SKILL.md   |    7 +-
 .../skills/react-best-practices/SKILL.md      |    5 +-
 .../skills/react-flow-architect/SKILL.md      |    5 +-
 .../public/skills/react-flow-node-ts/SKILL.md |    5 +-
 .../skills/react-modernization/SKILL.md       |    5 +-
 .../skills/react-native-architecture/SKILL.md |    5 +-
 web-app/public/skills/react-patterns/SKILL.md |    5 +-
 .../skills/react-state-management/SKILL.md    |    5 +-
 .../public/skills/react-ui-patterns/SKILL.md  |    5 +-
 web-app/public/skills/readme/SKILL.md         |    7 +-
 .../skills/receiving-code-review/SKILL.md     |    5 +-
 web-app/public/skills/red-team-tools/SKILL.md |    5 +-
 .../public/skills/reddit-automation/SKILL.md  |    5 +-
 .../public/skills/reference-builder/SKILL.md  |    1 +
 .../public/skills/referral-program/SKILL.md   |    5 +-
 .../skills/remotion-best-practices/SKILL.md   |    7 +-
 .../public/skills/render-automation/SKILL.md  |    5 +-
 .../public/skills/research-engineer/SKILL.md  |    5 +-
 .../skills/returns-reverse-logistics/SKILL.md |    1 +
 .../public/skills/reverse-engineer/SKILL.md   |    1 +
 .../skills/risk-metrics-calculation/SKILL.md  |    5 +-
 web-app/public/skills/ruby-pro/SKILL.md       |    1 +
 .../skills/rust-async-patterns/SKILL.md       |    5 +-
 web-app/public/skills/rust-pro/SKILL.md       |    1 +
 .../public/skills/saga-orchestration/SKILL.md |    5 +-
 .../public/skills/sales-automator/SKILL.md    |    1 +
 .../skills/salesforce-automation/SKILL.md     |    5 +-
 .../skills/salesforce-development/SKILL.md    |    7 +-
 .../public/skills/sast-configuration/SKILL.md |    5 +-
 web-app/public/skills/scala-pro/SKILL.md      |    1 +
 web-app/public/skills/scanning-tools/SKILL.md |    5 +-
 web-app/public/skills/schema-markup/SKILL.md  |    1 +
 .../skills/screen-reader-testing/SKILL.md     |    5 +-
 web-app/public/skills/screenshots/SKILL.md    |    7 +-
 .../public/skills/scroll-experience/SKILL.md  |    7 +-
 .../public/skills/search-specialist/SKILL.md  |    5 +-
 .../public/skills/secrets-management/SKILL.md |    5 +-
 .../public/skills/security-auditor/SKILL.md   |    1 +
 .../skills/security-bluebook-builder/SKILL.md |    7 +-
 .../SKILL.md                                  |    5 +-
 .../security-requirement-extraction/SKILL.md  |    5 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 .../security-scanning-security-sast/SKILL.md  |    1 +
 .../public/skills/segment-automation/SKILL.md |    5 +-
 web-app/public/skills/segment-cdp/SKILL.md    |    7 +-
 .../skills/sendgrid-automation/SKILL.md       |    5 +-
 .../public/skills/senior-architect/SKILL.md   |    5 +-
 .../public/skills/senior-fullstack/SKILL.md   |    5 +-
 .../public/skills/sentry-automation/SKILL.md  |    5 +-
 web-app/public/skills/seo-audit/SKILL.md      |    1 +
 .../skills/seo-authority-builder/SKILL.md     |    1 +
 .../seo-cannibalization-detector/SKILL.md     |    1 +
 .../skills/seo-content-auditor/SKILL.md       |    1 +
 .../skills/seo-content-planner/SKILL.md       |    1 +
 .../skills/seo-content-refresher/SKILL.md     |    1 +
 .../public/skills/seo-content-writer/SKILL.md |    1 +
 .../seo-forensic-incident-response/SKILL.md   |    5 +-
 .../public/skills/seo-fundamentals/SKILL.md   |    1 +
 .../skills/seo-keyword-strategist/SKILL.md    |    1 +
 .../public/skills/seo-meta-optimizer/SKILL.md |    1 +
 .../public/skills/seo-snippet-hunter/SKILL.md |    1 +
 .../skills/seo-structure-architect/SKILL.md   |    1 +
 .../public/skills/server-management/SKILL.md  |    5 +-
 .../skills/service-mesh-expert/SKILL.md       |    5 +-
 .../service-mesh-observability/SKILL.md       |    5 +-
 .../skills/shader-programming-glsl/SKILL.md   |    5 +-
 web-app/public/skills/sharp-edges/SKILL.md    |    7 +-
 .../skills/shodan-reconnaissance/SKILL.md     |    5 +-
 web-app/public/skills/shopify-apps/SKILL.md   |    7 +-
 .../public/skills/shopify-automation/SKILL.md |    5 +-
 .../skills/shopify-development/SKILL.md       |    1 +
 .../similarity-search-patterns/SKILL.md       |    5 +-
 .../public/skills/skill-creator-ms/SKILL.md   |    5 +-
 .../public/skills/skill-developer/SKILL.md    |    5 +-
 .../skills/skill-rails-upgrade/SKILL.md       |    7 +-
 web-app/public/skills/skill-seekers/SKILL.md  |    7 +-
 .../public/skills/slack-automation/SKILL.md   |    5 +-
 .../public/skills/slack-bot-builder/SKILL.md  |    7 +-
 .../public/skills/slack-gif-creator/SKILL.md  |    5 +-
 .../skills/smtp-penetration-testing/SKILL.md  |    5 +-
 web-app/public/skills/social-content/SKILL.md |    5 +-
 .../public/skills/solidity-security/SKILL.md  |    5 +-
 .../public/skills/spark-optimization/SKILL.md |    5 +-
 .../skills/sql-injection-testing/SKILL.md     |    5 +-
 .../skills/sql-optimization-patterns/SKILL.md |    5 +-
 web-app/public/skills/sql-pro/SKILL.md        |    1 +
 .../sqlmap-database-pentesting/SKILL.md       |    5 +-
 .../public/skills/square-automation/SKILL.md  |    5 +-
 .../skills/ssh-penetration-testing/SKILL.md   |    5 +-
 .../public/skills/startup-analyst/SKILL.md    |    1 +
 .../SKILL.md                                  |    1 +
 .../SKILL.md                                  |    1 +
 .../startup-financial-modeling/SKILL.md       |    1 +
 .../public/skills/stitch-ui-design/SKILL.md   |    5 +-
 .../skills/stride-analysis-patterns/SKILL.md  |    5 +-
 .../public/skills/stripe-automation/SKILL.md  |    5 +-
 .../public/skills/stripe-integration/SKILL.md |    5 +-
 .../subagent-driven-development/SKILL.md      |    5 +-
 .../skills/supabase-automation/SKILL.md       |    5 +-
 .../skills/swiftui-expert-skill/SKILL.md      |    7 +-
 .../skills/systematic-debugging/SKILL.md      |    5 +-
 .../systems-programming-rust-project/SKILL.md |    5 +-
 .../skills/tailwind-design-system/SKILL.md    |    5 +-
 .../public/skills/tailwind-patterns/SKILL.md  |    5 +-
 web-app/public/skills/tavily-web/SKILL.md     |    5 +-
 .../public/skills/tdd-orchestrator/SKILL.md   |    1 +
 web-app/public/skills/tdd-workflow/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-cycle/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-green/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-red/SKILL.md     |    5 +-
 .../tdd-workflows-tdd-refactor/SKILL.md       |    5 +-
 .../skills/team-collaboration-issue/SKILL.md  |    5 +-
 .../team-collaboration-standup-notes/SKILL.md |    5 +-
 .../skills/telegram-automation/SKILL.md       |    5 +-
 .../skills/telegram-bot-builder/SKILL.md      |    7 +-
 .../public/skills/telegram-mini-app/SKILL.md  |    7 +-
 .../skills/temporal-golang-pro/SKILL.md       |    5 +-
 .../skills/temporal-python-pro/SKILL.md       |    1 +
 .../skills/temporal-python-testing/SKILL.md   |    5 +-
 .../skills/terraform-aws-modules/SKILL.md     |    5 +-
 .../skills/terraform-module-library/SKILL.md  |    5 +-
 .../public/skills/terraform-skill/SKILL.md    |    7 +-
 .../skills/terraform-specialist/SKILL.md      |    1 +
 web-app/public/skills/test-automator/SKILL.md |    1 +
 .../skills/test-driven-development/SKILL.md   |    5 +-
 web-app/public/skills/test-fixing/SKILL.md    |    5 +-
 .../public/skills/testing-patterns/SKILL.md   |    5 +-
 web-app/public/skills/theme-factory/SKILL.md  |    5 +-
 .../skills/threat-mitigation-mapping/SKILL.md |    5 +-
 .../skills/threat-modeling-expert/SKILL.md    |    5 +-
 web-app/public/skills/threejs-skills/SKILL.md |    7 +-
 .../public/skills/tiktok-automation/SKILL.md  |    5 +-
 .../public/skills/todoist-automation/SKILL.md |    5 +-
 .../skills/top-web-vulnerabilities/SKILL.md   |    5 +-
 .../public/skills/track-management/SKILL.md   |    1 +
 .../public/skills/trello-automation/SKILL.md  |    5 +-
 web-app/public/skills/trigger-dev/SKILL.md    |    7 +-
 .../public/skills/turborepo-caching/SKILL.md  |    5 +-
 .../public/skills/tutorial-engineer/SKILL.md  |    3 +-
 .../skills/twilio-communications/SKILL.md     |    7 +-
 .../public/skills/twitter-automation/SKILL.md |    5 +-
 .../skills/typescript-advanced-types/SKILL.md |    5 +-
 web-app/public/skills/typescript-pro/SKILL.md |    1 +
 web-app/public/skills/ui-skills/SKILL.md      |    7 +-
 web-app/public/skills/ui-ux-designer/SKILL.md |    1 +
 web-app/public/skills/ui-ux-pro-max/SKILL.md  |    5 +-
 .../skills/ui-visual-validator/SKILL.md       |    1 +
 .../unit-testing-test-generate/SKILL.md       |    5 +-
 .../public/skills/unity-developer/SKILL.md    |    1 +
 .../public/skills/unity-ecs-patterns/SKILL.md |    5 +-
 .../skills/unreal-engine-cpp-pro/SKILL.md     |    5 +-
 web-app/public/skills/upgrading-expo/SKILL.md |    7 +-
 web-app/public/skills/upstash-qstash/SKILL.md |    7 +-
 .../skills/using-git-worktrees/SKILL.md       |    5 +-
 web-app/public/skills/using-neon/SKILL.md     |    7 +-
 .../public/skills/uv-package-manager/SKILL.md |    5 +-
 .../skills/varlock-claude-skill/SKILL.md      |    7 +-
 .../skills/vector-database-engineer/SKILL.md  |    5 +-
 .../skills/vector-index-tuning/SKILL.md       |    5 +-
 .../public/skills/vercel-automation/SKILL.md  |    5 +-
 .../skills/vercel-deploy-claimable/SKILL.md   |    7 +-
 .../public/skills/vercel-deployment/SKILL.md  |    7 +-
 .../verification-before-completion/SKILL.md   |    5 +-
 web-app/public/skills/vexor/SKILL.md          |    7 +-
 .../public/skills/vibe-code-auditor/SKILL.md  |    3 +-
 .../skills/viral-generator-builder/SKILL.md   |    7 +-
 web-app/public/skills/voice-agents/SKILL.md   |    7 +-
 .../skills/voice-ai-development/SKILL.md      |    7 +-
 .../voice-ai-engine-development/SKILL.md      |    5 +-
 .../skills/vulnerability-scanner/SKILL.md     |    5 +-
 .../skills/wcag-audit-patterns/SKILL.md       |    5 +-
 .../skills/web-artifacts-builder/SKILL.md     |    5 +-
 .../skills/web-design-guidelines/SKILL.md     |    5 +-
 .../web-performance-optimization/SKILL.md     |    5 +-
 web-app/public/skills/web3-testing/SKILL.md   |    5 +-
 web-app/public/skills/webapp-testing/SKILL.md |    5 +-
 .../public/skills/webflow-automation/SKILL.md |    5 +-
 .../skills/whatsapp-automation/SKILL.md       |    5 +-
 web-app/public/skills/wiki-architect/SKILL.md |    5 +-
 web-app/public/skills/wiki-changelog/SKILL.md |    5 +-
 .../public/skills/wiki-onboarding/SKILL.md    |    5 +-
 .../public/skills/wiki-page-writer/SKILL.md   |    5 +-
 web-app/public/skills/wiki-qa/SKILL.md        |    5 +-
 web-app/public/skills/wiki-vitepress/SKILL.md |    5 +-
 .../windows-privilege-escalation/SKILL.md     |    5 +-
 .../wordpress-penetration-testing/SKILL.md    |    5 +-
 .../skills/workflow-automation/SKILL.md       |    7 +-
 .../workflow-orchestration-patterns/SKILL.md  |    5 +-
 .../public/skills/workflow-patterns/SKILL.md  |    1 +
 .../public/skills/wrike-automation/SKILL.md   |    5 +-
 web-app/public/skills/writing-plans/SKILL.md  |    5 +-
 .../skills/x-article-publisher-skill/SKILL.md |    7 +-
 web-app/public/skills/xlsx-official/SKILL.md  |    5 +-
 .../public/skills/xss-html-injection/SKILL.md |    5 +-
 .../public/skills/youtube-automation/SKILL.md |    5 +-
 .../skills/zapier-make-patterns/SKILL.md      |    7 +-
 .../public/skills/zendesk-automation/SKILL.md |    5 +-
 .../skills/zoho-crm-automation/SKILL.md       |    5 +-
 .../public/skills/zoom-automation/SKILL.md    |    5 +-
 .../public/skills/zustand-store-ts/SKILL.md   |    5 +-
 web-app/test_output.txt                       |   70 -
 1701 files changed, 10769 insertions(+), 4480 deletions(-)
 create mode 100644 scripts/categorize_skills.py
 create mode 100644 uncategorized_list.json
 delete mode 100644 web-app/test_output.txt

diff --git a/package.json b/package.json
index 8360ca05..5817bb8b 100644
--- a/package.json
+++ b/package.json
@@ -3,6 +3,7 @@
   "version": "6.10.0",
   "description": "900+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
   "license": "MIT",
+  "type": "module",
   "scripts": {
     "validate": "node scripts/run-python.js scripts/validate_skills.py",
     "validate:strict": "node scripts/run-python.js scripts/validate_skills.py --strict",
@@ -44,4 +45,4 @@
     "agentic-skills",
     "ai-coding"
   ]
-}
+}
\ No newline at end of file
diff --git a/scripts/categorize_skills.py b/scripts/categorize_skills.py
new file mode 100644
index 00000000..13aaf3ed
--- /dev/null
+++ b/scripts/categorize_skills.py
@@ -0,0 +1,76 @@
+
+import os
+import re
+import json
+
+CATEGORIES = {
+    "security": ["security", "pentest", "attack", "exploit", "auth", "vulnerability", "hacking", "cyber", "xss", "sql-injection", "privilege", "reverse-engineer", "attacks"],
+    "automation": ["automation", "automate", "workflow", "integration", "tool-builder", "action", "mcp", "orchestrate"],
+    "cloud": ["aws", "azure", "gcp", "cloud", "supabase", "vercel", "host", "compute", "serverless", "infrastructure"],
+    "frontend": ["react", "angular", "vue", "frontend", "web", "css", "tailwind", "ui", "ux", "browser", "extension"],
+    "backend": ["api", "backend", "nodejs", "python", "fastapi", "django", "laravel", "ruby", "go-", "server-", "backend-patterns"],
+    "data": ["data", "database", "analytics", "spreadsheet", "csv", "sql", "excel", "google-sheets", "airtable", "postgres", "cosmos", "mysql"],
+    "ai-ml": ["agent", "ai", "llm", "ml", "model", "prompt", "gpt", "claude", "gemini", "rag", "eval", "pydantic"],
+    "devops": ["cicd", "docker", "k8s", "kubernetes", "deploy", "pipeline", "git", "github", "gitlab", "cicd-", "ci-"],
+    "communication": ["email", "whatsapp", "slack", "discord", "telegram", "messenger", "sms", "communication", "gmail", "outlook"],
+    "productivity": ["asana", "jira", "trello", "monday", "todoist", "notion", "productivity", "management", "confluence", "linear"],
+    "content": ["markdown", "text", "audio", "video", "content", "writer", "generate", "summarize", "search", "scraper", "crawling"]
+}
+
+SKILLS_DIR = 'skills'
+
+def get_category(skill_id, name, desc):
+    text = f"{skill_id} {name} {desc}".lower()
+    for cat, keywords in CATEGORIES.items():
+        if any(kw in text for kw in keywords):
+            return cat
+    return "uncategorized"
+
+def update_skill(skill_id, name, desc):
+    skill_path = os.path.join(SKILLS_DIR, skill_id, 'SKILL.md')
+    if not os.path.exists(skill_path):
+        return False
+    
+    category = get_category(skill_id, name, desc)
+    if category == "uncategorized":
+        return False
+
+    with open(skill_path, 'r', encoding='utf-8') as f:
+        content = f.read()
+
+    # Check if category already exists in frontmatter
+    frontmatter_match = re.match(r'---\n(.*?)\n---', content, re.DOTALL)
+    if not frontmatter_match:
+        return False
+
+    frontmatter = frontmatter_match.group(1)
+    if 'category:' in frontmatter:
+        return False # Skip if already categorized
+
+    # Prepend category
+    new_frontmatter = f"category: {category}\n" + frontmatter
+    new_content = content.replace(frontmatter, new_frontmatter, 1)
+
+    with open(skill_path, 'w', encoding='utf-8') as f:
+        f.write(new_content)
+    
+    return True
+
+def main():
+    if not os.path.exists('uncategorized_list.json'):
+        print("uncategorized_list.json not found")
+        return
+
+    with open('uncategorized_list.json', 'r', encoding='utf-8') as f:
+        skills = json.load(f)
+
+    updated_count = 0
+    for skill in skills:
+        if update_skill(skill['id'], skill['name'], skill['desc']):
+            updated_count += 1
+            print(f"Updated {skill['id']}")
+
+    print(f"Finished. Total updated: {updated_count}")
+
+if __name__ == "__main__":
+    main()
diff --git a/skills/3d-web-experience/SKILL.md b/skills/3d-web-experience/SKILL.md
index f1ca0758..d70f67fa 100644
--- a/skills/3d-web-experience/SKILL.md
+++ b/skills/3d-web-experience/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 3d-web-experience
-description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
+description: Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # 3D Web Experience
diff --git a/skills/ab-test-setup/SKILL.md b/skills/ab-test-setup/SKILL.md
index e72382ee..15186a40 100644
--- a/skills/ab-test-setup/SKILL.md
+++ b/skills/ab-test-setup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ab-test-setup
-description: "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
+description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # A/B Test Setup
diff --git a/skills/accessibility-compliance-accessibility-audit/SKILL.md b/skills/accessibility-compliance-accessibility-audit/SKILL.md
index 32e0d706..cd74adcc 100644
--- a/skills/accessibility-compliance-accessibility-audit/SKILL.md
+++ b/skills/accessibility-compliance-accessibility-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: accessibility-compliance-accessibility-audit
-description: "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
+description: You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Accessibility Audit and Testing
diff --git a/skills/activecampaign-automation/SKILL.md b/skills/activecampaign-automation/SKILL.md
index a3c6d2cb..e476433b 100644
--- a/skills/activecampaign-automation/SKILL.md
+++ b/skills/activecampaign-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: activecampaign-automation
-description: "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
+description: 'Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ActiveCampaign Automation via Rube MCP
diff --git a/skills/address-github-comments/SKILL.md b/skills/address-github-comments/SKILL.md
index f65e6724..02d79e45 100644
--- a/skills/address-github-comments/SKILL.md
+++ b/skills/address-github-comments/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: address-github-comments
-description: "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
+description: Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Address GitHub Comments
diff --git a/skills/agent-evaluation/SKILL.md b/skills/agent-evaluation/SKILL.md
index 36a97c1f..338a4ec7 100644
--- a/skills/agent-evaluation/SKILL.md
+++ b/skills/agent-evaluation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-evaluation
-description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..."
+description: Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Agent Evaluation
diff --git a/skills/agent-framework-azure-ai-py/SKILL.md b/skills/agent-framework-azure-ai-py/SKILL.md
index 6407dea3..b60ce44a 100644
--- a/skills/agent-framework-azure-ai-py/SKILL.md
+++ b/skills/agent-framework-azure-ai-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-framework-azure-ai-py
-description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
+description: Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Agent Framework Azure Hosted Agents
diff --git a/skills/agent-manager-skill/SKILL.md b/skills/agent-manager-skill/SKILL.md
index f898fca1..db73793b 100644
--- a/skills/agent-manager-skill/SKILL.md
+++ b/skills/agent-manager-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-manager-skill
-description: "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
+description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Agent Manager Skill
diff --git a/skills/agent-memory-mcp/SKILL.md b/skills/agent-memory-mcp/SKILL.md
index 224a5095..3d62b357 100644
--- a/skills/agent-memory-mcp/SKILL.md
+++ b/skills/agent-memory-mcp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-memory-mcp
-description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
+description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Memory Skill
diff --git a/skills/agent-memory-systems/SKILL.md b/skills/agent-memory-systems/SKILL.md
index 0d6e1e2a..10c857a0 100644
--- a/skills/agent-memory-systems/SKILL.md
+++ b/skills/agent-memory-systems/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-memory-systems
-description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
+description: 'Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Memory Systems
diff --git a/skills/agent-orchestration-improve-agent/SKILL.md b/skills/agent-orchestration-improve-agent/SKILL.md
index b7eb4207..6a385f2a 100644
--- a/skills/agent-orchestration-improve-agent/SKILL.md
+++ b/skills/agent-orchestration-improve-agent/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-orchestration-improve-agent
-description: "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
+description: Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Agent Performance Optimization Workflow
diff --git a/skills/agent-orchestration-multi-agent-optimize/SKILL.md b/skills/agent-orchestration-multi-agent-optimize/SKILL.md
index bd4e5184..37875738 100644
--- a/skills/agent-orchestration-multi-agent-optimize/SKILL.md
+++ b/skills/agent-orchestration-multi-agent-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-orchestration-multi-agent-optimize
-description: "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
+description: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Multi-Agent Optimization Toolkit
diff --git a/skills/agent-tool-builder/SKILL.md b/skills/agent-tool-builder/SKILL.md
index 06f5a08e..826c1267 100644
--- a/skills/agent-tool-builder/SKILL.md
+++ b/skills/agent-tool-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-tool-builder
-description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
+description: Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Tool Builder
diff --git a/skills/agentfolio/SKILL.md b/skills/agentfolio/SKILL.md
index 088e63fc..f7e3f7a3 100644
--- a/skills/agentfolio/SKILL.md
+++ b/skills/agentfolio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agentfolio
-description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
+description: Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
 risk: unknown
 source: agentfolio.io
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AgentFolio
diff --git a/skills/agentmail/SKILL.md b/skills/agentmail/SKILL.md
index 6c4bd7f4..25f1c211 100644
--- a/skills/agentmail/SKILL.md
+++ b/skills/agentmail/SKILL.md
@@ -3,6 +3,7 @@ name: agentmail
 description: Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
 risk: safe
 source: community
+category: backend
 ---
 
 # AgentMail — Email for AI Agents
diff --git a/skills/agents-v2-py/SKILL.md b/skills/agents-v2-py/SKILL.md
index aec4c021..1021fccd 100644
--- a/skills/agents-v2-py/SKILL.md
+++ b/skills/agents-v2-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agents-v2-py
-description: "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
+description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/skills/ai-agents-architect/SKILL.md b/skills/ai-agents-architect/SKILL.md
index 939c7ecb..6a6467fd 100644
--- a/skills/ai-agents-architect/SKILL.md
+++ b/skills/ai-agents-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ai-agents-architect
-description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
+description: 'Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Agents Architect
diff --git a/skills/ai-engineer/SKILL.md b/skills/ai-engineer/SKILL.md
index a75993a7..ecf513f6 100644
--- a/skills/ai-engineer/SKILL.md
+++ b/skills/ai-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready LLM applications, advanced RAG systems, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.
diff --git a/skills/ai-product/SKILL.md b/skills/ai-product/SKILL.md
index cc1c7d41..74668fd8 100644
--- a/skills/ai-product/SKILL.md
+++ b/skills/ai-product/SKILL.md
@@ -4,6 +4,7 @@ description: Every product will be AI-powered. The question is whether you'll bu
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Product Development
diff --git a/skills/ai-wrapper-product/SKILL.md b/skills/ai-wrapper-product/SKILL.md
index 33f5c5cd..f4858106 100644
--- a/skills/ai-wrapper-product/SKILL.md
+++ b/skills/ai-wrapper-product/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ai-wrapper-product
-description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
+description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Wrapper Product
diff --git a/skills/airflow-dag-patterns/SKILL.md b/skills/airflow-dag-patterns/SKILL.md
index 4e285a72..10af29ff 100644
--- a/skills/airflow-dag-patterns/SKILL.md
+++ b/skills/airflow-dag-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: airflow-dag-patterns
-description: "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
+description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Apache Airflow DAG Patterns
diff --git a/skills/airtable-automation/SKILL.md b/skills/airtable-automation/SKILL.md
index 91b46786..4b2772fe 100644
--- a/skills/airtable-automation/SKILL.md
+++ b/skills/airtable-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: airtable-automation
-description: "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
+description: 'Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Airtable Automation via Rube MCP
diff --git a/skills/algolia-search/SKILL.md b/skills/algolia-search/SKILL.md
index 73647c0d..239a240e 100644
--- a/skills/algolia-search/SKILL.md
+++ b/skills/algolia-search/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: algolia-search
-description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
+description: 'Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Algolia Search Integration
diff --git a/skills/algorithmic-art/SKILL.md b/skills/algorithmic-art/SKILL.md
index 0769241e..027ea77f 100644
--- a/skills/algorithmic-art/SKILL.md
+++ b/skills/algorithmic-art/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: algorithmic-art
-description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
+description: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).
diff --git a/skills/amplitude-automation/SKILL.md b/skills/amplitude-automation/SKILL.md
index d9c1f150..238a9de5 100644
--- a/skills/amplitude-automation/SKILL.md
+++ b/skills/amplitude-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: amplitude-automation
-description: "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
+description: 'Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Amplitude Automation via Rube MCP
diff --git a/skills/analytics-tracking/SKILL.md b/skills/analytics-tracking/SKILL.md
index 86087f5d..bc0eadc1 100644
--- a/skills/analytics-tracking/SKILL.md
+++ b/skills/analytics-tracking/SKILL.md
@@ -4,6 +4,7 @@ description: Design, audit, and improve analytics tracking systems that produce
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 # Analytics Tracking & Measurement Strategy
diff --git a/skills/android-jetpack-compose-expert/SKILL.md b/skills/android-jetpack-compose-expert/SKILL.md
index 55817790..9ca2bf6d 100644
--- a/skills/android-jetpack-compose-expert/SKILL.md
+++ b/skills/android-jetpack-compose-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: android-jetpack-compose-expert
-description: "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
+description: Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Android Jetpack Compose Expert
diff --git a/skills/android_ui_verification/SKILL.md b/skills/android_ui_verification/SKILL.md
index 98511618..d136601b 100644
--- a/skills/android_ui_verification/SKILL.md
+++ b/skills/android_ui_verification/SKILL.md
@@ -3,7 +3,8 @@ name: android_ui_verification
 description: Automated end-to-end UI testing and verification on an Android Emulator using ADB.
 risk: safe
 source: community
-date_added: "2026-02-28"
+date_added: '2026-02-28'
+category: testing
 ---
 
 # Android UI Verification Skill
diff --git a/skills/angular-best-practices/SKILL.md b/skills/angular-best-practices/SKILL.md
index 891fdda0..250c5804 100644
--- a/skills/angular-best-practices/SKILL.md
+++ b/skills/angular-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-best-practices
-description: "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
+description: Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Best Practices
diff --git a/skills/angular-migration/SKILL.md b/skills/angular-migration/SKILL.md
index 760df3dc..d713711e 100644
--- a/skills/angular-migration/SKILL.md
+++ b/skills/angular-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-migration
-description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
+description: Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Migration
diff --git a/skills/angular-state-management/SKILL.md b/skills/angular-state-management/SKILL.md
index 88624cd2..95b8daad 100644
--- a/skills/angular-state-management/SKILL.md
+++ b/skills/angular-state-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-state-management
-description: "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
+description: Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular State Management
diff --git a/skills/angular-ui-patterns/SKILL.md b/skills/angular-ui-patterns/SKILL.md
index e51ce052..173b7594 100644
--- a/skills/angular-ui-patterns/SKILL.md
+++ b/skills/angular-ui-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-ui-patterns
-description: "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
+description: Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular UI Patterns
diff --git a/skills/angular/SKILL.md b/skills/angular/SKILL.md
index 761f8e5f..62254313 100644
--- a/skills/angular/SKILL.md
+++ b/skills/angular/SKILL.md
@@ -4,6 +4,7 @@ description: Modern Angular (v20+) expert with deep knowledge of Signals, Standa
 risk: safe
 source: self
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Expert
diff --git a/skills/anti-reversing-techniques/SKILL.md b/skills/anti-reversing-techniques/SKILL.md
index 9ac58193..c3858a47 100644
--- a/skills/anti-reversing-techniques/SKILL.md
+++ b/skills/anti-reversing-techniques/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: anti-reversing-techniques
-description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
+description: Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 > **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:
diff --git a/skills/antigravity-workflows/SKILL.md b/skills/antigravity-workflows/SKILL.md
index 48cc1540..7b85551b 100644
--- a/skills/antigravity-workflows/SKILL.md
+++ b/skills/antigravity-workflows/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: antigravity-workflows
-description: "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
+description: Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
 risk: none
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Antigravity Workflows
diff --git a/skills/api-design-principles/SKILL.md b/skills/api-design-principles/SKILL.md
index eacdb62b..8a53eae5 100644
--- a/skills/api-design-principles/SKILL.md
+++ b/skills/api-design-principles/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-design-principles
-description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
+description: Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Design Principles
diff --git a/skills/api-documentation-generator/SKILL.md b/skills/api-documentation-generator/SKILL.md
index 27f0bc05..32c7060b 100644
--- a/skills/api-documentation-generator/SKILL.md
+++ b/skills/api-documentation-generator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-documentation-generator
-description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
+description: Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Documentation Generator
diff --git a/skills/api-documenter/SKILL.md b/skills/api-documenter/SKILL.md
index 3ab03b22..d54edea3 100644
--- a/skills/api-documenter/SKILL.md
+++ b/skills/api-documenter/SKILL.md
@@ -4,6 +4,7 @@ description: Master API documentation with OpenAPI 3.1, AI-powered tools, and mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.
 
diff --git a/skills/api-fuzzing-bug-bounty/SKILL.md b/skills/api-fuzzing-bug-bounty/SKILL.md
index 60906ad2..b20b5c40 100644
--- a/skills/api-fuzzing-bug-bounty/SKILL.md
+++ b/skills/api-fuzzing-bug-bounty/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-fuzzing-bug-bounty
-description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
+description: This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Fuzzing for Bug Bounty
diff --git a/skills/api-patterns/SKILL.md b/skills/api-patterns/SKILL.md
index f21b684c..cf023030 100644
--- a/skills/api-patterns/SKILL.md
+++ b/skills/api-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-patterns
-description: "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
+description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Patterns
diff --git a/skills/api-security-best-practices/SKILL.md b/skills/api-security-best-practices/SKILL.md
index f19ff6fe..93d0c28e 100644
--- a/skills/api-security-best-practices/SKILL.md
+++ b/skills/api-security-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-security-best-practices
-description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
+description: Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # API Security Best Practices
diff --git a/skills/api-testing-observability-api-mock/SKILL.md b/skills/api-testing-observability-api-mock/SKILL.md
index d2724a86..3be81e2b 100644
--- a/skills/api-testing-observability-api-mock/SKILL.md
+++ b/skills/api-testing-observability-api-mock/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-testing-observability-api-mock
-description: "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
+description: You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # API Mocking Framework
diff --git a/skills/apify-actor-development/SKILL.md b/skills/apify-actor-development/SKILL.md
index 3df9de06..14b3587a 100644
--- a/skills/apify-actor-development/SKILL.md
+++ b/skills/apify-actor-development/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-actor-development
-description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
+description: Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...
+category: cloud
 ---
 
 # Apify Actor Development
diff --git a/skills/apify-actorization/SKILL.md b/skills/apify-actorization/SKILL.md
index 4f90b1d0..efc6dbfe 100644
--- a/skills/apify-actorization/SKILL.md
+++ b/skills/apify-actorization/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-actorization
-description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
+description: Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...
+category: web-development
 ---
 
 # Apify Actorization
diff --git a/skills/apify-audience-analysis/SKILL.md b/skills/apify-audience-analysis/SKILL.md
index 7ce31aa7..c0f8a04f 100644
--- a/skills/apify-audience-analysis/SKILL.md
+++ b/skills/apify-audience-analysis/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-audience-analysis
 description: Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
+category: backend
 ---
 
 # Audience Analysis
diff --git a/skills/apify-brand-reputation-monitoring/SKILL.md b/skills/apify-brand-reputation-monitoring/SKILL.md
index e38a8d4a..7278a8cd 100644
--- a/skills/apify-brand-reputation-monitoring/SKILL.md
+++ b/skills/apify-brand-reputation-monitoring/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-brand-reputation-monitoring
-description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
+description: Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...
+category: devops
 ---
 
 # Brand Reputation Monitoring
diff --git a/skills/apify-competitor-intelligence/SKILL.md b/skills/apify-competitor-intelligence/SKILL.md
index eb5bdc34..a6423b30 100644
--- a/skills/apify-competitor-intelligence/SKILL.md
+++ b/skills/apify-competitor-intelligence/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-competitor-intelligence
 description: Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
+category: content
 ---
 
 # Competitor Intelligence
diff --git a/skills/apify-content-analytics/SKILL.md b/skills/apify-content-analytics/SKILL.md
index 021eeb5c..0e80be64 100644
--- a/skills/apify-content-analytics/SKILL.md
+++ b/skills/apify-content-analytics/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-content-analytics
 description: Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
+category: data-science
 ---
 
 # Content Analytics
diff --git a/skills/apify-ecommerce/SKILL.md b/skills/apify-ecommerce/SKILL.md
index 0e2dc9e6..5c1fd27e 100644
--- a/skills/apify-ecommerce/SKILL.md
+++ b/skills/apify-ecommerce/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-ecommerce
-description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
+description: Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...
+category: cloud
 ---
 
 # E-commerce Data Extraction
diff --git a/skills/apify-influencer-discovery/SKILL.md b/skills/apify-influencer-discovery/SKILL.md
index 12404a0b..299f4016 100644
--- a/skills/apify-influencer-discovery/SKILL.md
+++ b/skills/apify-influencer-discovery/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-influencer-discovery
 description: Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
+category: backend
 ---
 
 # Influencer Discovery
diff --git a/skills/apify-lead-generation/SKILL.md b/skills/apify-lead-generation/SKILL.md
index 18d01f3e..0b32db3f 100644
--- a/skills/apify-lead-generation/SKILL.md
+++ b/skills/apify-lead-generation/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-lead-generation
-description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
+description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...
+category: web-development
 ---
 
 # Lead Generation
diff --git a/skills/apify-market-research/SKILL.md b/skills/apify-market-research/SKILL.md
index 95e926b4..fe798689 100644
--- a/skills/apify-market-research/SKILL.md
+++ b/skills/apify-market-research/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-market-research
 description: Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
+category: backend
 ---
 
 # Market Research
diff --git a/skills/apify-trend-analysis/SKILL.md b/skills/apify-trend-analysis/SKILL.md
index 7692cde3..84e941bb 100644
--- a/skills/apify-trend-analysis/SKILL.md
+++ b/skills/apify-trend-analysis/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-trend-analysis
 description: Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
+category: content
 ---
 
 # Trend Analysis
diff --git a/skills/apify-ultimate-scraper/SKILL.md b/skills/apify-ultimate-scraper/SKILL.md
index b41a22ca..9550961a 100644
--- a/skills/apify-ultimate-scraper/SKILL.md
+++ b/skills/apify-ultimate-scraper/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-ultimate-scraper
-description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
+description: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...
+category: web-development
 ---
 
 # Universal Web Scraper
diff --git a/skills/app-builder/SKILL.md b/skills/app-builder/SKILL.md
index ea04a6a1..36b217f6 100644
--- a/skills/app-builder/SKILL.md
+++ b/skills/app-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: app-builder
-description: "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
+description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # App Builder - Application Building Orchestrator
diff --git a/skills/app-builder/templates/SKILL.md b/skills/app-builder/templates/SKILL.md
index e7d796f1..edffd9bb 100644
--- a/skills/app-builder/templates/SKILL.md
+++ b/skills/app-builder/templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: templates
-description: "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks."
+description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Project Templates
diff --git a/skills/app-store-optimization/SKILL.md b/skills/app-store-optimization/SKILL.md
index f41f3214..49b5ed38 100644
--- a/skills/app-store-optimization/SKILL.md
+++ b/skills/app-store-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: app-store-optimization
-description: "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
+description: Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # App Store Optimization (ASO) Skill
diff --git a/skills/appdeploy/SKILL.md b/skills/appdeploy/SKILL.md
index 633f1d28..21076e53 100644
--- a/skills/appdeploy/SKILL.md
+++ b/skills/appdeploy/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: appdeploy
-description: "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
+description: Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
 risk: safe
-source: "AppDeploy (MIT)"
-date_added: "2026-02-27"
+source: AppDeploy (MIT)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # AppDeploy Skill
diff --git a/skills/application-performance-performance-optimization/SKILL.md b/skills/application-performance-performance-optimization/SKILL.md
index d8b2fac6..c3f3571e 100644
--- a/skills/application-performance-performance-optimization/SKILL.md
+++ b/skills/application-performance-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: application-performance-performance-optimization
-description: "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
+description: Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 Optimize application performance end-to-end using specialized performance and optimization agents:
diff --git a/skills/architecture-decision-records/SKILL.md b/skills/architecture-decision-records/SKILL.md
index 1249c7b5..dba561fd 100644
--- a/skills/architecture-decision-records/SKILL.md
+++ b/skills/architecture-decision-records/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture-decision-records
-description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
+description: Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Architecture Decision Records
diff --git a/skills/architecture-patterns/SKILL.md b/skills/architecture-patterns/SKILL.md
index e6c189df..0a842c7b 100644
--- a/skills/architecture-patterns/SKILL.md
+++ b/skills/architecture-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture-patterns
-description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
+description: Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Architecture Patterns
diff --git a/skills/architecture/SKILL.md b/skills/architecture/SKILL.md
index 773152e3..9d9fe3c8 100644
--- a/skills/architecture/SKILL.md
+++ b/skills/architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture
-description: "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
+description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Architecture Decision Framework
diff --git a/skills/arm-cortex-expert/SKILL.md b/skills/arm-cortex-expert/SKILL.md
index 94121ce4..10558a18 100644
--- a/skills/arm-cortex-expert/SKILL.md
+++ b/skills/arm-cortex-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Senior embedded software engineer specializing in firmware and driv
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # @arm-cortex-expert
diff --git a/skills/asana-automation/SKILL.md b/skills/asana-automation/SKILL.md
index 44d0f6c1..b0f7b0c1 100644
--- a/skills/asana-automation/SKILL.md
+++ b/skills/asana-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: asana-automation
-description: "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
+description: 'Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Asana Automation via Rube MCP
diff --git a/skills/async-python-patterns/SKILL.md b/skills/async-python-patterns/SKILL.md
index 6361481d..5f90f7c5 100644
--- a/skills/async-python-patterns/SKILL.md
+++ b/skills/async-python-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: async-python-patterns
-description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
+description: Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Async Python Patterns
diff --git a/skills/attack-tree-construction/SKILL.md b/skills/attack-tree-construction/SKILL.md
index 22ed1dc5..f829b12d 100644
--- a/skills/attack-tree-construction/SKILL.md
+++ b/skills/attack-tree-construction/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: attack-tree-construction
-description: "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
+description: Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Attack Tree Construction
diff --git a/skills/auth-implementation-patterns/SKILL.md b/skills/auth-implementation-patterns/SKILL.md
index bba4d30b..30cd8fa0 100644
--- a/skills/auth-implementation-patterns/SKILL.md
+++ b/skills/auth-implementation-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: auth-implementation-patterns
-description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
+description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Authentication & Authorization Implementation Patterns
diff --git a/skills/automate-whatsapp/SKILL.md b/skills/automate-whatsapp/SKILL.md
index 1d040b9a..87b7bfff 100644
--- a/skills/automate-whatsapp/SKILL.md
+++ b/skills/automate-whatsapp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: automate-whatsapp
-description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
+description: 'Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...'
 risk: safe
-source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
-date_added: "2026-02-27"
+source: https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Automate WhatsApp
diff --git a/skills/autonomous-agent-patterns/SKILL.md b/skills/autonomous-agent-patterns/SKILL.md
index 6e74fa12..a7e5febf 100644
--- a/skills/autonomous-agent-patterns/SKILL.md
+++ b/skills/autonomous-agent-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: autonomous-agent-patterns
-description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
+description: Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # 🕹️ Autonomous Agent Patterns
diff --git a/skills/autonomous-agents/SKILL.md b/skills/autonomous-agents/SKILL.md
index 2e646118..a322ec85 100644
--- a/skills/autonomous-agents/SKILL.md
+++ b/skills/autonomous-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: autonomous-agents
-description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
+description: Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Autonomous Agents
diff --git a/skills/avalonia-layout-zafiro/SKILL.md b/skills/avalonia-layout-zafiro/SKILL.md
index 50da30ec..13e92083 100644
--- a/skills/avalonia-layout-zafiro/SKILL.md
+++ b/skills/avalonia-layout-zafiro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: avalonia-layout-zafiro
-description: "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
+description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Avalonia Layout with Zafiro.Avalonia
diff --git a/skills/avalonia-viewmodels-zafiro/SKILL.md b/skills/avalonia-viewmodels-zafiro/SKILL.md
index bc7e9288..a7a88922 100644
--- a/skills/avalonia-viewmodels-zafiro/SKILL.md
+++ b/skills/avalonia-viewmodels-zafiro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: avalonia-viewmodels-zafiro
-description: "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
+description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Avalonia ViewModels with Zafiro
diff --git a/skills/aws-cost-cleanup/SKILL.md b/skills/aws-cost-cleanup/SKILL.md
index 37d3bcc4..8e9e3f4b 100644
--- a/skills/aws-cost-cleanup/SKILL.md
+++ b/skills/aws-cost-cleanup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-cost-cleanup
-description: "Automated cleanup of unused AWS resources to reduce costs"
+description: Automated cleanup of unused AWS resources to reduce costs
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AWS Cost Cleanup
diff --git a/skills/aws-cost-optimizer/SKILL.md b/skills/aws-cost-optimizer/SKILL.md
index db683237..4acdfeb8 100644
--- a/skills/aws-cost-optimizer/SKILL.md
+++ b/skills/aws-cost-optimizer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-cost-optimizer
-description: "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
+description: Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AWS Cost Optimizer
diff --git a/skills/aws-penetration-testing/SKILL.md b/skills/aws-penetration-testing/SKILL.md
index 50e4c3c9..cd235cb3 100644
--- a/skills/aws-penetration-testing/SKILL.md
+++ b/skills/aws-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-penetration-testing
-description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
+description: This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # AWS Penetration Testing
diff --git a/skills/aws-serverless/SKILL.md b/skills/aws-serverless/SKILL.md
index baf77f8b..26d0bb31 100644
--- a/skills/aws-serverless/SKILL.md
+++ b/skills/aws-serverless/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-serverless
-description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
+description: Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # AWS Serverless
diff --git a/skills/aws-skills/SKILL.md b/skills/aws-skills/SKILL.md
index 125942e5..372f9531 100644
--- a/skills/aws-skills/SKILL.md
+++ b/skills/aws-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-skills
-description: "AWS development with infrastructure automation and cloud architecture patterns"
+description: AWS development with infrastructure automation and cloud architecture patterns
 risk: safe
-source: "https://github.com/zxkane/aws-skills"
-date_added: "2026-02-27"
+source: https://github.com/zxkane/aws-skills
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Aws Skills
diff --git a/skills/azd-deployment/SKILL.md b/skills/azd-deployment/SKILL.md
index a0c46862..00d283b7 100644
--- a/skills/azd-deployment/SKILL.md
+++ b/skills/azd-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azd-deployment
-description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
+description: Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure Developer CLI (azd) Container Apps Deployment
diff --git a/skills/azure-ai-agents-persistent-dotnet/SKILL.md b/skills/azure-ai-agents-persistent-dotnet/SKILL.md
index 5c4a7392..a0faa709 100644
--- a/skills/azure-ai-agents-persistent-dotnet/SKILL.md
+++ b/skills/azure-ai-agents-persistent-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.Agents.Persistent (.NET)
diff --git a/skills/azure-ai-agents-persistent-java/SKILL.md b/skills/azure-ai-agents-persistent-java/SKILL.md
index 7207f027..f646380d 100644
--- a/skills/azure-ai-agents-persistent-java/SKILL.md
+++ b/skills/azure-ai-agents-persistent-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for Java. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Agents Persistent SDK for Java
diff --git a/skills/azure-ai-anomalydetector-java/SKILL.md b/skills/azure-ai-anomalydetector-java/SKILL.md
index 3ee71f99..72da312f 100644
--- a/skills/azure-ai-anomalydetector-java/SKILL.md
+++ b/skills/azure-ai-anomalydetector-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-anomalydetector-java
-description: "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
+description: Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Anomaly Detector SDK for Java
diff --git a/skills/azure-ai-contentsafety-java/SKILL.md b/skills/azure-ai-contentsafety-java/SKILL.md
index a77a8d57..3a3f6767 100644
--- a/skills/azure-ai-contentsafety-java/SKILL.md
+++ b/skills/azure-ai-contentsafety-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-contentsafety-java
-description: "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
+description: Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Safety SDK for Java
diff --git a/skills/azure-ai-contentsafety-py/SKILL.md b/skills/azure-ai-contentsafety-py/SKILL.md
index 5dee57fa..5cff7618 100644
--- a/skills/azure-ai-contentsafety-py/SKILL.md
+++ b/skills/azure-ai-contentsafety-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Content Safety SDK for Python. Use for detecting harmful c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Content Safety SDK for Python
diff --git a/skills/azure-ai-contentsafety-ts/SKILL.md b/skills/azure-ai-contentsafety-ts/SKILL.md
index 96627287..2fb048c6 100644
--- a/skills/azure-ai-contentsafety-ts/SKILL.md
+++ b/skills/azure-ai-contentsafety-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-contentsafety-ts
-description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
+description: Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Safety REST SDK for TypeScript
diff --git a/skills/azure-ai-contentunderstanding-py/SKILL.md b/skills/azure-ai-contentunderstanding-py/SKILL.md
index 2c4e8c39..10633449 100644
--- a/skills/azure-ai-contentunderstanding-py/SKILL.md
+++ b/skills/azure-ai-contentunderstanding-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Content Understanding SDK for Python. Use for multimodal c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Understanding SDK for Python
diff --git a/skills/azure-ai-document-intelligence-dotnet/SKILL.md b/skills/azure-ai-document-intelligence-dotnet/SKILL.md
index a659e70a..7690bcd8 100644
--- a/skills/azure-ai-document-intelligence-dotnet/SKILL.md
+++ b/skills/azure-ai-document-intelligence-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Document Intelligence SDK for .NET. Extract text, tables,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.DocumentIntelligence (.NET)
diff --git a/skills/azure-ai-document-intelligence-ts/SKILL.md b/skills/azure-ai-document-intelligence-ts/SKILL.md
index eb19ba19..9bb7a998 100644
--- a/skills/azure-ai-document-intelligence-ts/SKILL.md
+++ b/skills/azure-ai-document-intelligence-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-document-intelligence-ts
-description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
+description: Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Document Intelligence REST SDK for TypeScript
diff --git a/skills/azure-ai-formrecognizer-java/SKILL.md b/skills/azure-ai-formrecognizer-java/SKILL.md
index 05d1d3cc..95a50ba1 100644
--- a/skills/azure-ai-formrecognizer-java/SKILL.md
+++ b/skills/azure-ai-formrecognizer-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-formrecognizer-java
-description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
+description: Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Document Intelligence (Form Recognizer) SDK for Java
diff --git a/skills/azure-ai-ml-py/SKILL.md b/skills/azure-ai-ml-py/SKILL.md
index ff5b0d1a..820f730c 100644
--- a/skills/azure-ai-ml-py/SKILL.md
+++ b/skills/azure-ai-ml-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure Machine Learning SDK v2 for Python
diff --git a/skills/azure-ai-openai-dotnet/SKILL.md b/skills/azure-ai-openai-dotnet/SKILL.md
index 0d12fc5d..344b5f95 100644
--- a/skills/azure-ai-openai-dotnet/SKILL.md
+++ b/skills/azure-ai-openai-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure OpenAI SDK for .NET. Client library for Azure OpenAI and Open
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure.AI.OpenAI (.NET)
diff --git a/skills/azure-ai-projects-dotnet/SKILL.md b/skills/azure-ai-projects-dotnet/SKILL.md
index a69a9e09..ebc75c7b 100644
--- a/skills/azure-ai-projects-dotnet/SKILL.md
+++ b/skills/azure-ai-projects-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for .NET. High-level client for Azure AI Foun
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure.AI.Projects (.NET)
diff --git a/skills/azure-ai-projects-java/SKILL.md b/skills/azure-ai-projects-java/SKILL.md
index 64abbc5f..5ead1048 100644
--- a/skills/azure-ai-projects-java/SKILL.md
+++ b/skills/azure-ai-projects-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Projects SDK for Java
diff --git a/skills/azure-ai-projects-py/SKILL.md b/skills/azure-ai-projects-py/SKILL.md
index 79e231a6..13224419 100644
--- a/skills/azure-ai-projects-py/SKILL.md
+++ b/skills/azure-ai-projects-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-projects-py
-description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
+description: Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Projects Python SDK (Foundry SDK)
diff --git a/skills/azure-ai-projects-ts/SKILL.md b/skills/azure-ai-projects-ts/SKILL.md
index 9b964e1e..aaa98fc2 100644
--- a/skills/azure-ai-projects-ts/SKILL.md
+++ b/skills/azure-ai-projects-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-projects-ts
-description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
+description: Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Projects SDK for TypeScript
diff --git a/skills/azure-ai-textanalytics-py/SKILL.md b/skills/azure-ai-textanalytics-py/SKILL.md
index d18fbbab..8728d541 100644
--- a/skills/azure-ai-textanalytics-py/SKILL.md
+++ b/skills/azure-ai-textanalytics-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Text Analytics SDK for sentiment analysis, entity recognit
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Text Analytics SDK for Python
diff --git a/skills/azure-ai-transcription-py/SKILL.md b/skills/azure-ai-transcription-py/SKILL.md
index 1a2f2f36..e2b51248 100644
--- a/skills/azure-ai-transcription-py/SKILL.md
+++ b/skills/azure-ai-transcription-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Transcription SDK for Python. Use for real-time and batch
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Transcription SDK for Python
diff --git a/skills/azure-ai-translation-document-py/SKILL.md b/skills/azure-ai-translation-document-py/SKILL.md
index 5c7bc80a..ef47ee47 100644
--- a/skills/azure-ai-translation-document-py/SKILL.md
+++ b/skills/azure-ai-translation-document-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Document Translation SDK for batch translation of document
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Document Translation SDK for Python
diff --git a/skills/azure-ai-translation-text-py/SKILL.md b/skills/azure-ai-translation-text-py/SKILL.md
index 5b2ca054..a0114cea 100644
--- a/skills/azure-ai-translation-text-py/SKILL.md
+++ b/skills/azure-ai-translation-text-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Text Translation SDK for real-time text translation, trans
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Text Translation SDK for Python
diff --git a/skills/azure-ai-translation-ts/SKILL.md b/skills/azure-ai-translation-ts/SKILL.md
index 3dfdb883..020008e1 100644
--- a/skills/azure-ai-translation-ts/SKILL.md
+++ b/skills/azure-ai-translation-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-translation-ts
-description: "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
+description: Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Translation SDKs for TypeScript
diff --git a/skills/azure-ai-vision-imageanalysis-java/SKILL.md b/skills/azure-ai-vision-imageanalysis-java/SKILL.md
index 493eab67..8cfddf74 100644
--- a/skills/azure-ai-vision-imageanalysis-java/SKILL.md
+++ b/skills/azure-ai-vision-imageanalysis-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-vision-imageanalysis-java
-description: "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
+description: Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Vision Image Analysis SDK for Java
diff --git a/skills/azure-ai-vision-imageanalysis-py/SKILL.md b/skills/azure-ai-vision-imageanalysis-py/SKILL.md
index f3249233..bbadf167 100644
--- a/skills/azure-ai-vision-imageanalysis-py/SKILL.md
+++ b/skills/azure-ai-vision-imageanalysis-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Vision Image Analysis SDK for Python
diff --git a/skills/azure-ai-voicelive-dotnet/SKILL.md b/skills/azure-ai-voicelive-dotnet/SKILL.md
index 399e8d1b..82a1bb5e 100644
--- a/skills/azure-ai-voicelive-dotnet/SKILL.md
+++ b/skills/azure-ai-voicelive-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Voice Live SDK for .NET. Build real-time voice AI applicat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.VoiceLive (.NET)
diff --git a/skills/azure-ai-voicelive-java/SKILL.md b/skills/azure-ai-voicelive-java/SKILL.md
index 3ea263f5..d5c05534 100644
--- a/skills/azure-ai-voicelive-java/SKILL.md
+++ b/skills/azure-ai-voicelive-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conv
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI VoiceLive SDK for Java
diff --git a/skills/azure-ai-voicelive-py/SKILL.md b/skills/azure-ai-voicelive-py/SKILL.md
index fdd5f99c..1b23220e 100644
--- a/skills/azure-ai-voicelive-py/SKILL.md
+++ b/skills/azure-ai-voicelive-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-voicelive-py
-description: "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
+description: Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Voice Live SDK
diff --git a/skills/azure-ai-voicelive-ts/SKILL.md b/skills/azure-ai-voicelive-ts/SKILL.md
index 294d27f5..a90ca910 100644
--- a/skills/azure-ai-voicelive-ts/SKILL.md
+++ b/skills/azure-ai-voicelive-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/ai-voicelive (JavaScript/TypeScript)
diff --git a/skills/azure-appconfiguration-java/SKILL.md b/skills/azure-appconfiguration-java/SKILL.md
index b1964af0..7f393b2a 100644
--- a/skills/azure-appconfiguration-java/SKILL.md
+++ b/skills/azure-appconfiguration-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure App Configuration SDK for Java. Centralized application confi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure App Configuration SDK for Java
diff --git a/skills/azure-appconfiguration-py/SKILL.md b/skills/azure-appconfiguration-py/SKILL.md
index 13243716..a810690e 100644
--- a/skills/azure-appconfiguration-py/SKILL.md
+++ b/skills/azure-appconfiguration-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure App Configuration SDK for Python. Use for centralized configu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure App Configuration SDK for Python
diff --git a/skills/azure-appconfiguration-ts/SKILL.md b/skills/azure-appconfiguration-ts/SKILL.md
index 193956ff..de9f25ef 100644
--- a/skills/azure-appconfiguration-ts/SKILL.md
+++ b/skills/azure-appconfiguration-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-appconfiguration-ts
-description: "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
+description: Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure App Configuration SDK for TypeScript
diff --git a/skills/azure-communication-callautomation-java/SKILL.md b/skills/azure-communication-callautomation-java/SKILL.md
index a115bc5b..258d3e09 100644
--- a/skills/azure-communication-callautomation-java/SKILL.md
+++ b/skills/azure-communication-callautomation-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-callautomation-java
-description: "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
+description: Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Azure Communication Call Automation (Java)
diff --git a/skills/azure-communication-callingserver-java/SKILL.md b/skills/azure-communication-callingserver-java/SKILL.md
index 503e7934..1680c66c 100644
--- a/skills/azure-communication-callingserver-java/SKILL.md
+++ b/skills/azure-communication-callingserver-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-callingserver-java
-description: "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
+description: Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication CallingServer (Java) - DEPRECATED
diff --git a/skills/azure-communication-chat-java/SKILL.md b/skills/azure-communication-chat-java/SKILL.md
index 8dafce5c..e0fb0730 100644
--- a/skills/azure-communication-chat-java/SKILL.md
+++ b/skills/azure-communication-chat-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-chat-java
-description: "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
+description: Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication Chat (Java)
diff --git a/skills/azure-communication-common-java/SKILL.md b/skills/azure-communication-common-java/SKILL.md
index 6810e51a..4bbfe624 100644
--- a/skills/azure-communication-common-java/SKILL.md
+++ b/skills/azure-communication-common-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-common-java
-description: "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
+description: Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication Common (Java)
diff --git a/skills/azure-communication-sms-java/SKILL.md b/skills/azure-communication-sms-java/SKILL.md
index bfe44ba2..5f99fbf2 100644
--- a/skills/azure-communication-sms-java/SKILL.md
+++ b/skills/azure-communication-sms-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-sms-java
-description: "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
+description: Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication SMS (Java)
diff --git a/skills/azure-compute-batch-java/SKILL.md b/skills/azure-compute-batch-java/SKILL.md
index 6319c1bd..692ecd95 100644
--- a/skills/azure-compute-batch-java/SKILL.md
+++ b/skills/azure-compute-batch-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Batch SDK for Java. Run large-scale parallel and HPC batch jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Batch SDK for Java
diff --git a/skills/azure-containerregistry-py/SKILL.md b/skills/azure-containerregistry-py/SKILL.md
index a3dc71e7..82b8c2f1 100644
--- a/skills/azure-containerregistry-py/SKILL.md
+++ b/skills/azure-containerregistry-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Container Registry SDK for Python. Use for managing container
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure Container Registry SDK for Python
diff --git a/skills/azure-cosmos-db-py/SKILL.md b/skills/azure-cosmos-db-py/SKILL.md
index d06846da..28e3d0f2 100644
--- a/skills/azure-cosmos-db-py/SKILL.md
+++ b/skills/azure-cosmos-db-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-cosmos-db-py
-description: "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
+description: Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Cosmos DB Service Implementation
diff --git a/skills/azure-cosmos-java/SKILL.md b/skills/azure-cosmos-java/SKILL.md
index 39679f00..49e27750 100644
--- a/skills/azure-cosmos-java/SKILL.md
+++ b/skills/azure-cosmos-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Java. NoSQL database operations with global
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Java
diff --git a/skills/azure-cosmos-py/SKILL.md b/skills/azure-cosmos-py/SKILL.md
index c386530d..424895f6 100644
--- a/skills/azure-cosmos-py/SKILL.md
+++ b/skills/azure-cosmos-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Python
diff --git a/skills/azure-cosmos-rust/SKILL.md b/skills/azure-cosmos-rust/SKILL.md
index 53cd68de..781b3464 100644
--- a/skills/azure-cosmos-rust/SKILL.md
+++ b/skills/azure-cosmos-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, qu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Rust
diff --git a/skills/azure-cosmos-ts/SKILL.md b/skills/azure-cosmos-ts/SKILL.md
index b9197c51..e1409440 100644
--- a/skills/azure-cosmos-ts/SKILL.md
+++ b/skills/azure-cosmos-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/cosmos (TypeScript/JavaScript)
diff --git a/skills/azure-data-tables-java/SKILL.md b/skills/azure-data-tables-java/SKILL.md
index 5719f071..0ba84dba 100644
--- a/skills/azure-data-tables-java/SKILL.md
+++ b/skills/azure-data-tables-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-data-tables-java
-description: "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
+description: Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Tables SDK for Java
diff --git a/skills/azure-data-tables-py/SKILL.md b/skills/azure-data-tables-py/SKILL.md
index d63c1ebb..27688488 100644
--- a/skills/azure-data-tables-py/SKILL.md
+++ b/skills/azure-data-tables-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Tables SDK for Python
diff --git a/skills/azure-eventgrid-dotnet/SKILL.md b/skills/azure-eventgrid-dotnet/SKILL.md
index 2d7c6d10..4dd8203d 100644
--- a/skills/azure-eventgrid-dotnet/SKILL.md
+++ b/skills/azure-eventgrid-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Grid SDK for .NET. Client library for publishing and co
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.EventGrid (.NET)
diff --git a/skills/azure-eventgrid-java/SKILL.md b/skills/azure-eventgrid-java/SKILL.md
index 31603231..9c596e24 100644
--- a/skills/azure-eventgrid-java/SKILL.md
+++ b/skills/azure-eventgrid-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventgrid-java
-description: "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
+description: Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Grid SDK for Java
diff --git a/skills/azure-eventgrid-py/SKILL.md b/skills/azure-eventgrid-py/SKILL.md
index e18530e0..8a871d75 100644
--- a/skills/azure-eventgrid-py/SKILL.md
+++ b/skills/azure-eventgrid-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Grid SDK for Python. Use for publishing events, handlin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Event Grid SDK for Python
diff --git a/skills/azure-eventhub-dotnet/SKILL.md b/skills/azure-eventhub-dotnet/SKILL.md
index 152e1f9e..d6838412 100644
--- a/skills/azure-eventhub-dotnet/SKILL.md
+++ b/skills/azure-eventhub-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.EventHubs (.NET)
diff --git a/skills/azure-eventhub-java/SKILL.md b/skills/azure-eventhub-java/SKILL.md
index df4a1000..6f264ac6 100644
--- a/skills/azure-eventhub-java/SKILL.md
+++ b/skills/azure-eventhub-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventhub-java
-description: "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
+description: Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Java
diff --git a/skills/azure-eventhub-py/SKILL.md b/skills/azure-eventhub-py/SKILL.md
index 6536bca7..f3eeb698 100644
--- a/skills/azure-eventhub-py/SKILL.md
+++ b/skills/azure-eventhub-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for Python streaming. Use for high-throughput
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Python
diff --git a/skills/azure-eventhub-rust/SKILL.md b/skills/azure-eventhub-rust/SKILL.md
index 6b1aad9e..234eb501 100644
--- a/skills/azure-eventhub-rust/SKILL.md
+++ b/skills/azure-eventhub-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for Rust. Use for sending and receiving events
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Rust
diff --git a/skills/azure-eventhub-ts/SKILL.md b/skills/azure-eventhub-ts/SKILL.md
index 72c3ae94..01da7dfa 100644
--- a/skills/azure-eventhub-ts/SKILL.md
+++ b/skills/azure-eventhub-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventhub-ts
-description: "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
+description: Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Event Hubs SDK for TypeScript
diff --git a/skills/azure-functions/SKILL.md b/skills/azure-functions/SKILL.md
index 088bf8ee..c3a14dce 100644
--- a/skills/azure-functions/SKILL.md
+++ b/skills/azure-functions/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-functions
-description: "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
+description: Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Functions
diff --git a/skills/azure-identity-dotnet/SKILL.md b/skills/azure-identity-dotnet/SKILL.md
index 3ec6a362..a23296e1 100644
--- a/skills/azure-identity-dotnet/SKILL.md
+++ b/skills/azure-identity-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for .NET. Authentication library for Azure SDK c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Identity (.NET)
diff --git a/skills/azure-identity-java/SKILL.md b/skills/azure-identity-java/SKILL.md
index 674e369c..91f0e450 100644
--- a/skills/azure-identity-java/SKILL.md
+++ b/skills/azure-identity-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-identity-java
-description: "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
+description: Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity (Java)
diff --git a/skills/azure-identity-py/SKILL.md b/skills/azure-identity-py/SKILL.md
index 9a87217e..db1d92e8 100644
--- a/skills/azure-identity-py/SKILL.md
+++ b/skills/azure-identity-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for Python authentication. Use for DefaultAzureC
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for Python
diff --git a/skills/azure-identity-rust/SKILL.md b/skills/azure-identity-rust/SKILL.md
index 9e578de5..90cd2e4c 100644
--- a/skills/azure-identity-rust/SKILL.md
+++ b/skills/azure-identity-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for Rust authentication. Use for DeveloperToolsC
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for Rust
diff --git a/skills/azure-identity-ts/SKILL.md b/skills/azure-identity-ts/SKILL.md
index 05f7bdad..f0ccc405 100644
--- a/skills/azure-identity-ts/SKILL.md
+++ b/skills/azure-identity-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-identity-ts
-description: "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
+description: Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for TypeScript
diff --git a/skills/azure-keyvault-certificates-rust/SKILL.md b/skills/azure-keyvault-certificates-rust/SKILL.md
index db6abab3..6df61e49 100644
--- a/skills/azure-keyvault-certificates-rust/SKILL.md
+++ b/skills/azure-keyvault-certificates-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault Certificates SDK for Rust. Use for creating, import
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Certificates SDK for Rust
diff --git a/skills/azure-keyvault-keys-rust/SKILL.md b/skills/azure-keyvault-keys-rust/SKILL.md
index c13ce37b..199797bc 100644
--- a/skills/azure-keyvault-keys-rust/SKILL.md
+++ b/skills/azure-keyvault-keys-rust/SKILL.md
@@ -4,6 +4,7 @@ description: 'Azure Key Vault Keys SDK for Rust. Use for creating, managing, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Keys SDK for Rust
diff --git a/skills/azure-keyvault-keys-ts/SKILL.md b/skills/azure-keyvault-keys-ts/SKILL.md
index 5d0c1664..cde506b3 100644
--- a/skills/azure-keyvault-keys-ts/SKILL.md
+++ b/skills/azure-keyvault-keys-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-keyvault-keys-ts
-description: "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
+description: Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Key Vault Keys SDK for TypeScript
diff --git a/skills/azure-keyvault-py/SKILL.md b/skills/azure-keyvault-py/SKILL.md
index 244b49c8..8ee50ca7 100644
--- a/skills/azure-keyvault-py/SKILL.md
+++ b/skills/azure-keyvault-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault SDK for Python. Use for secrets, keys, and certific
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Key Vault SDK for Python
diff --git a/skills/azure-keyvault-secrets-rust/SKILL.md b/skills/azure-keyvault-secrets-rust/SKILL.md
index b166aeb9..44d9e87c 100644
--- a/skills/azure-keyvault-secrets-rust/SKILL.md
+++ b/skills/azure-keyvault-secrets-rust/SKILL.md
@@ -4,6 +4,7 @@ description: 'Azure Key Vault Secrets SDK for Rust. Use for storing and retrievi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Secrets SDK for Rust
diff --git a/skills/azure-keyvault-secrets-ts/SKILL.md b/skills/azure-keyvault-secrets-ts/SKILL.md
index dfc8c9a2..9f7ec12c 100644
--- a/skills/azure-keyvault-secrets-ts/SKILL.md
+++ b/skills/azure-keyvault-secrets-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-keyvault-secrets-ts
-description: "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
+description: Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Key Vault Secrets SDK for TypeScript
diff --git a/skills/azure-maps-search-dotnet/SKILL.md b/skills/azure-maps-search-dotnet/SKILL.md
index 826c55c2..9cd8f4ec 100644
--- a/skills/azure-maps-search-dotnet/SKILL.md
+++ b/skills/azure-maps-search-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Maps SDK for .NET. Location-based services including geocodin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Maps (.NET)
diff --git a/skills/azure-messaging-webpubsub-java/SKILL.md b/skills/azure-messaging-webpubsub-java/SKILL.md
index 04337391..74809aef 100644
--- a/skills/azure-messaging-webpubsub-java/SKILL.md
+++ b/skills/azure-messaging-webpubsub-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-messaging-webpubsub-java
-description: "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
+description: Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Web PubSub SDK for Java
diff --git a/skills/azure-messaging-webpubsubservice-py/SKILL.md b/skills/azure-messaging-webpubsubservice-py/SKILL.md
index 67857699..58451eef 100644
--- a/skills/azure-messaging-webpubsubservice-py/SKILL.md
+++ b/skills/azure-messaging-webpubsubservice-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Web PubSub Service SDK for Python. Use for real-time messagin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Web PubSub Service SDK for Python
diff --git a/skills/azure-mgmt-apicenter-dotnet/SKILL.md b/skills/azure-mgmt-apicenter-dotnet/SKILL.md
index 869c0c19..4d1588e0 100644
--- a/skills/azure-mgmt-apicenter-dotnet/SKILL.md
+++ b/skills/azure-mgmt-apicenter-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Center SDK for .NET. Centralized API inventory management
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ApiCenter (.NET)
diff --git a/skills/azure-mgmt-apicenter-py/SKILL.md b/skills/azure-mgmt-apicenter-py/SKILL.md
index 5bcbe14d..a72dde51 100644
--- a/skills/azure-mgmt-apicenter-py/SKILL.md
+++ b/skills/azure-mgmt-apicenter-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Center Management SDK for Python. Use for managing API in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure API Center Management SDK for Python
diff --git a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
index 9c01f057..61207760 100644
--- a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
+++ b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for API Management in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ApiManagement (.NET)
diff --git a/skills/azure-mgmt-apimanagement-py/SKILL.md b/skills/azure-mgmt-apimanagement-py/SKILL.md
index 7f2716b8..5eadc21f 100644
--- a/skills/azure-mgmt-apimanagement-py/SKILL.md
+++ b/skills/azure-mgmt-apimanagement-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Management SDK for Python. Use for managing APIM services
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure API Management SDK for Python
diff --git a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
index 0dd78d10..2750d80b 100644
--- a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
+++ b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Application Insights SDK for .NET. Application performance mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure.ResourceManager.ApplicationInsights (.NET)
diff --git a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
index 62656e97..0d971d43 100644
--- a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
+++ b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Arize AI Observability and Evaluatio
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ArizeAIObservabilityEval
diff --git a/skills/azure-mgmt-botservice-dotnet/SKILL.md b/skills/azure-mgmt-botservice-dotnet/SKILL.md
index fb33f723..e19c14f0 100644
--- a/skills/azure-mgmt-botservice-dotnet/SKILL.md
+++ b/skills/azure-mgmt-botservice-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Bot Service in .NET. Management plan
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.BotService (.NET)
diff --git a/skills/azure-mgmt-botservice-py/SKILL.md b/skills/azure-mgmt-botservice-py/SKILL.md
index a47147ae..8dd6d5cd 100644
--- a/skills/azure-mgmt-botservice-py/SKILL.md
+++ b/skills/azure-mgmt-botservice-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Bot Service Management SDK for Python. Use for creating, mana
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Bot Service Management SDK for Python
diff --git a/skills/azure-mgmt-fabric-dotnet/SKILL.md b/skills/azure-mgmt-fabric-dotnet/SKILL.md
index c7f39ae9..7823db80 100644
--- a/skills/azure-mgmt-fabric-dotnet/SKILL.md
+++ b/skills/azure-mgmt-fabric-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Fabric in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Fabric (.NET)
diff --git a/skills/azure-mgmt-fabric-py/SKILL.md b/skills/azure-mgmt-fabric-py/SKILL.md
index bec47a80..b1b89e25 100644
--- a/skills/azure-mgmt-fabric-py/SKILL.md
+++ b/skills/azure-mgmt-fabric-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Fabric Management SDK for Python. Use for managing Microsoft
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Fabric Management SDK for Python
diff --git a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
index b71f2a2d..33319566 100644
--- a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
+++ b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-mgmt-mongodbatlas-dotnet
-description: "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
+description: Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.MongoDBAtlas SDK
diff --git a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
index 25846ba9..8bcac731 100644
--- a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
+++ b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Weights & Biases SDK for .NET. ML experiment tracking and mod
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.WeightsAndBiases (.NET)
diff --git a/skills/azure-microsoft-playwright-testing-ts/SKILL.md b/skills/azure-microsoft-playwright-testing-ts/SKILL.md
index 1c3b084e..8a3d6f0b 100644
--- a/skills/azure-microsoft-playwright-testing-ts/SKILL.md
+++ b/skills/azure-microsoft-playwright-testing-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-microsoft-playwright-testing-ts
-description: "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
+description: Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Azure Playwright Workspaces SDK for TypeScript
diff --git a/skills/azure-monitor-ingestion-java/SKILL.md b/skills/azure-monitor-ingestion-java/SKILL.md
index f73eb980..7492761a 100644
--- a/skills/azure-monitor-ingestion-java/SKILL.md
+++ b/skills/azure-monitor-ingestion-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Mon
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Java
diff --git a/skills/azure-monitor-ingestion-py/SKILL.md b/skills/azure-monitor-ingestion-py/SKILL.md
index 47e4680a..c5264b14 100644
--- a/skills/azure-monitor-ingestion-py/SKILL.md
+++ b/skills/azure-monitor-ingestion-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Ingestion SDK for Python. Use for sending custom logs
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Python
diff --git a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
index c370ed63..b5c3e82b 100644
--- a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Java
diff --git a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
index 7a564a69..43e9c34f 100644
--- a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Exporter for Python. Use for low-level
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Python
diff --git a/skills/azure-monitor-opentelemetry-py/SKILL.md b/skills/azure-monitor-opentelemetry-py/SKILL.md
index 19349136..77d22e79 100644
--- a/skills/azure-monitor-opentelemetry-py/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Distro for Python. Use for one-line App
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Distro for Python
diff --git a/skills/azure-monitor-opentelemetry-ts/SKILL.md b/skills/azure-monitor-opentelemetry-ts/SKILL.md
index 349d536a..41bfa7de 100644
--- a/skills/azure-monitor-opentelemetry-ts/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-monitor-opentelemetry-ts
-description: "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
+description: Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Monitor OpenTelemetry SDK for TypeScript
diff --git a/skills/azure-monitor-query-java/SKILL.md b/skills/azure-monitor-query-java/SKILL.md
index a78569a4..83059d04 100644
--- a/skills/azure-monitor-query-java/SKILL.md
+++ b/skills/azure-monitor-query-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Query SDK for Java. Execute Kusto queries against Log
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Query SDK for Java
diff --git a/skills/azure-monitor-query-py/SKILL.md b/skills/azure-monitor-query-py/SKILL.md
index a86ba3d2..2da34491 100644
--- a/skills/azure-monitor-query-py/SKILL.md
+++ b/skills/azure-monitor-query-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Query SDK for Python. Use for querying Log Analytics
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Query SDK for Python
diff --git a/skills/azure-postgres-ts/SKILL.md b/skills/azure-postgres-ts/SKILL.md
index f2eaabf9..530a1342 100644
--- a/skills/azure-postgres-ts/SKILL.md
+++ b/skills/azure-postgres-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Connect to Azure Database for PostgreSQL Flexible Server from Node.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure PostgreSQL for TypeScript (node-postgres)
diff --git a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
index 095de040..571136f2 100644
--- a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Cosmos DB in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.CosmosDB (.NET)
diff --git a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
index e26f042d..fda9a4c0 100644
--- a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Durable Task Scheduler in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.DurableTask (.NET)
diff --git a/skills/azure-resource-manager-mysql-dotnet/SKILL.md b/skills/azure-resource-manager-mysql-dotnet/SKILL.md
index ff1cbd25..b4a9276b 100644
--- a/skills/azure-resource-manager-mysql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-mysql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure MySQL Flexible Server SDK for .NET. Database management for M
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.MySql (.NET)
diff --git a/skills/azure-resource-manager-playwright-dotnet/SKILL.md b/skills/azure-resource-manager-playwright-dotnet/SKILL.md
index 1bf92b18..786c289e 100644
--- a/skills/azure-resource-manager-playwright-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-playwright-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Microsoft Playwright Testing in .NET
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Playwright (.NET)
diff --git a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
index 68b07ce1..c04a35f1 100644
--- a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure PostgreSQL Flexible Server SDK for .NET. Database management
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.PostgreSql (.NET)
diff --git a/skills/azure-resource-manager-redis-dotnet/SKILL.md b/skills/azure-resource-manager-redis-dotnet/SKILL.md
index 81580f97..5c19465d 100644
--- a/skills/azure-resource-manager-redis-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-redis-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Redis in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Redis (.NET)
diff --git a/skills/azure-resource-manager-sql-dotnet/SKILL.md b/skills/azure-resource-manager-sql-dotnet/SKILL.md
index 40251b30..b4613431 100644
--- a/skills/azure-resource-manager-sql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-sql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Azure SQL in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Sql (.NET)
diff --git a/skills/azure-search-documents-dotnet/SKILL.md b/skills/azure-search-documents-dotnet/SKILL.md
index 5126ac96..46f6a950 100644
--- a/skills/azure-search-documents-dotnet/SKILL.md
+++ b/skills/azure-search-documents-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Search SDK for .NET (Azure.Search.Documents). Use for buil
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure.Search.Documents (.NET)
diff --git a/skills/azure-search-documents-py/SKILL.md b/skills/azure-search-documents-py/SKILL.md
index 7bee4219..c2fe9e89 100644
--- a/skills/azure-search-documents-py/SKILL.md
+++ b/skills/azure-search-documents-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Search SDK for Python. Use for vector search, hybrid searc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Search SDK for Python
diff --git a/skills/azure-search-documents-ts/SKILL.md b/skills/azure-search-documents-ts/SKILL.md
index 2806eeb3..dc5016ef 100644
--- a/skills/azure-search-documents-ts/SKILL.md
+++ b/skills/azure-search-documents-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-search-documents-ts
-description: "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
+description: Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Search SDK for TypeScript
diff --git a/skills/azure-security-keyvault-keys-dotnet/SKILL.md b/skills/azure-security-keyvault-keys-dotnet/SKILL.md
index e9985bf5..731170b2 100644
--- a/skills/azure-security-keyvault-keys-dotnet/SKILL.md
+++ b/skills/azure-security-keyvault-keys-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault Keys SDK for .NET. Client library for managing cryp
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 # Azure.Security.KeyVault.Keys (.NET)
diff --git a/skills/azure-security-keyvault-keys-java/SKILL.md b/skills/azure-security-keyvault-keys-java/SKILL.md
index 0b464bfd..90402e7e 100644
--- a/skills/azure-security-keyvault-keys-java/SKILL.md
+++ b/skills/azure-security-keyvault-keys-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-security-keyvault-keys-java
-description: "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
+description: Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Keys (Java)
diff --git a/skills/azure-security-keyvault-secrets-java/SKILL.md b/skills/azure-security-keyvault-secrets-java/SKILL.md
index dea86286..8123a007 100644
--- a/skills/azure-security-keyvault-secrets-java/SKILL.md
+++ b/skills/azure-security-keyvault-secrets-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-security-keyvault-secrets-java
-description: "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
+description: Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Secrets (Java)
diff --git a/skills/azure-servicebus-dotnet/SKILL.md b/skills/azure-servicebus-dotnet/SKILL.md
index d473ee77..fb3f658e 100644
--- a/skills/azure-servicebus-dotnet/SKILL.md
+++ b/skills/azure-servicebus-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Service Bus SDK for .NET. Enterprise messaging with queues, t
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.ServiceBus (.NET)
diff --git a/skills/azure-servicebus-py/SKILL.md b/skills/azure-servicebus-py/SKILL.md
index 7b48f0fe..7aa6e342 100644
--- a/skills/azure-servicebus-py/SKILL.md
+++ b/skills/azure-servicebus-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Service Bus SDK for Python messaging. Use for queues, topics,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Service Bus SDK for Python
diff --git a/skills/azure-servicebus-ts/SKILL.md b/skills/azure-servicebus-ts/SKILL.md
index 4146a4c0..1a3b5f6e 100644
--- a/skills/azure-servicebus-ts/SKILL.md
+++ b/skills/azure-servicebus-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-servicebus-ts
-description: "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
+description: Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Service Bus SDK for TypeScript
diff --git a/skills/azure-speech-to-text-rest-py/SKILL.md b/skills/azure-speech-to-text-rest-py/SKILL.md
index 03e47e7b..38aeb64b 100644
--- a/skills/azure-speech-to-text-rest-py/SKILL.md
+++ b/skills/azure-speech-to-text-rest-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Speech to Text REST API for short audio (Python). Use for sim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Speech to Text REST API for Short Audio
diff --git a/skills/azure-storage-blob-java/SKILL.md b/skills/azure-storage-blob-java/SKILL.md
index f92f7a08..69d5b8b2 100644
--- a/skills/azure-storage-blob-java/SKILL.md
+++ b/skills/azure-storage-blob-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-storage-blob-java
-description: "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
+description: Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Storage Blob SDK for Java
diff --git a/skills/azure-storage-blob-py/SKILL.md b/skills/azure-storage-blob-py/SKILL.md
index d429601e..a8fc2b02 100644
--- a/skills/azure-storage-blob-py/SKILL.md
+++ b/skills/azure-storage-blob-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage SDK for Python. Use for uploading, downloading,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Blob Storage SDK for Python
diff --git a/skills/azure-storage-blob-rust/SKILL.md b/skills/azure-storage-blob-rust/SKILL.md
index 0b13f44c..49ab9a0c 100644
--- a/skills/azure-storage-blob-rust/SKILL.md
+++ b/skills/azure-storage-blob-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage SDK for Rust. Use for uploading, downloading, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Blob Storage SDK for Rust
diff --git a/skills/azure-storage-blob-ts/SKILL.md b/skills/azure-storage-blob-ts/SKILL.md
index e82de180..35e06949 100644
--- a/skills/azure-storage-blob-ts/SKILL.md
+++ b/skills/azure-storage-blob-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob)
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-blob (TypeScript/JavaScript)
diff --git a/skills/azure-storage-file-datalake-py/SKILL.md b/skills/azure-storage-file-datalake-py/SKILL.md
index a8b70056..f8b5738d 100644
--- a/skills/azure-storage-file-datalake-py/SKILL.md
+++ b/skills/azure-storage-file-datalake-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical f
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Data Lake Storage Gen2 SDK for Python
diff --git a/skills/azure-storage-file-share-py/SKILL.md b/skills/azure-storage-file-share-py/SKILL.md
index 924f92d4..b9877652 100644
--- a/skills/azure-storage-file-share-py/SKILL.md
+++ b/skills/azure-storage-file-share-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Storage File Share SDK for Python. Use for SMB file shares, d
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Storage File Share SDK for Python
diff --git a/skills/azure-storage-file-share-ts/SKILL.md b/skills/azure-storage-file-share-ts/SKILL.md
index 8bb022c7..aaeb5bee 100644
--- a/skills/azure-storage-file-share-ts/SKILL.md
+++ b/skills/azure-storage-file-share-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-sha
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-file-share (TypeScript/JavaScript)
diff --git a/skills/azure-storage-queue-py/SKILL.md b/skills/azure-storage-queue-py/SKILL.md
index 98797d61..a1fabadb 100644
--- a/skills/azure-storage-queue-py/SKILL.md
+++ b/skills/azure-storage-queue-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Queue Storage SDK for Python. Use for reliable message queuin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Queue Storage SDK for Python
diff --git a/skills/azure-storage-queue-ts/SKILL.md b/skills/azure-storage-queue-ts/SKILL.md
index 8f2cc5be..8f746520 100644
--- a/skills/azure-storage-queue-ts/SKILL.md
+++ b/skills/azure-storage-queue-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-queue (TypeScript/JavaScript)
diff --git a/skills/azure-web-pubsub-ts/SKILL.md b/skills/azure-web-pubsub-ts/SKILL.md
index 838087b7..f0b4bfbd 100644
--- a/skills/azure-web-pubsub-ts/SKILL.md
+++ b/skills/azure-web-pubsub-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-web-pubsub-ts
-description: "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
+description: Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Web PubSub SDKs for TypeScript
diff --git a/skills/backend-architect/SKILL.md b/skills/backend-architect/SKILL.md
index cc333711..33425f45 100644
--- a/skills/backend-architect/SKILL.md
+++ b/skills/backend-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert backend architect specializing in scalable API design, micro
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.
 
diff --git a/skills/backend-dev-guidelines/SKILL.md b/skills/backend-dev-guidelines/SKILL.md
index 65d64557..de98e06b 100644
--- a/skills/backend-dev-guidelines/SKILL.md
+++ b/skills/backend-dev-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backend-dev-guidelines
-description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
+description: Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Backend Development Guidelines
diff --git a/skills/backend-development-feature-development/SKILL.md b/skills/backend-development-feature-development/SKILL.md
index 4b283a68..042e0bc1 100644
--- a/skills/backend-development-feature-development/SKILL.md
+++ b/skills/backend-development-feature-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backend-development-feature-development
-description: "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
+description: Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 Orchestrate end-to-end feature development from requirements to production deployment:
diff --git a/skills/backend-security-coder/SKILL.md b/skills/backend-security-coder/SKILL.md
index a104ed06..5068cf3c 100644
--- a/skills/backend-security-coder/SKILL.md
+++ b/skills/backend-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure backend coding practices specializing in input val
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/backtesting-frameworks/SKILL.md b/skills/backtesting-frameworks/SKILL.md
index ede9d8c8..9e48285f 100644
--- a/skills/backtesting-frameworks/SKILL.md
+++ b/skills/backtesting-frameworks/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backtesting-frameworks
-description: "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
+description: Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Backtesting Frameworks
diff --git a/skills/bamboohr-automation/SKILL.md b/skills/bamboohr-automation/SKILL.md
index 8246144e..b471be3b 100644
--- a/skills/bamboohr-automation/SKILL.md
+++ b/skills/bamboohr-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bamboohr-automation
-description: "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
+description: 'Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # BambooHR Automation via Rube MCP
diff --git a/skills/basecamp-automation/SKILL.md b/skills/basecamp-automation/SKILL.md
index 85779fb3..f2e5b250 100644
--- a/skills/basecamp-automation/SKILL.md
+++ b/skills/basecamp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: basecamp-automation
-description: "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Basecamp Automation via Rube MCP
diff --git a/skills/bash-defensive-patterns/SKILL.md b/skills/bash-defensive-patterns/SKILL.md
index c6e8a9bc..0d168270 100644
--- a/skills/bash-defensive-patterns/SKILL.md
+++ b/skills/bash-defensive-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bash-defensive-patterns
-description: "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
+description: Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Bash Defensive Patterns
diff --git a/skills/bash-linux/SKILL.md b/skills/bash-linux/SKILL.md
index b2af921b..24a364fc 100644
--- a/skills/bash-linux/SKILL.md
+++ b/skills/bash-linux/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bash-linux
-description: "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
+description: Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Bash Linux Patterns
diff --git a/skills/bash-pro/SKILL.md b/skills/bash-pro/SKILL.md
index eaefa0ad..1ac6bd91 100644
--- a/skills/bash-pro/SKILL.md
+++ b/skills/bash-pro/SKILL.md
@@ -10,6 +10,7 @@ description: 'Master of defensive Bash scripting for production automation, CI/C
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 ## Use this skill when
 
diff --git a/skills/bats-testing-patterns/SKILL.md b/skills/bats-testing-patterns/SKILL.md
index bc1d6177..30f73b47 100644
--- a/skills/bats-testing-patterns/SKILL.md
+++ b/skills/bats-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bats-testing-patterns
-description: "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
+description: Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Bats Testing Patterns
diff --git a/skills/bazel-build-optimization/SKILL.md b/skills/bazel-build-optimization/SKILL.md
index 4961baa5..fb8fea63 100644
--- a/skills/bazel-build-optimization/SKILL.md
+++ b/skills/bazel-build-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bazel-build-optimization
-description: "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
+description: Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Bazel Build Optimization
diff --git a/skills/beautiful-prose/SKILL.md b/skills/beautiful-prose/SKILL.md
index ffa35480..d5709891 100644
--- a/skills/beautiful-prose/SKILL.md
+++ b/skills/beautiful-prose/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: beautiful-prose
-description: "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
+description: Hard-edged writing style contract for timeless, forceful English prose without AI tics
 risk: safe
-source: "https://github.com/SHADOWPR0/beautiful_prose"
-date_added: "2026-02-27"
+source: https://github.com/SHADOWPR0/beautiful_prose
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Beautiful Prose
diff --git a/skills/behavioral-modes/SKILL.md b/skills/behavioral-modes/SKILL.md
index 7fb87018..fecc3188 100644
--- a/skills/behavioral-modes/SKILL.md
+++ b/skills/behavioral-modes/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: behavioral-modes
-description: "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
+description: AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Behavioral Modes - Adaptive AI Operating Modes
diff --git a/skills/bevy-ecs-expert/SKILL.md b/skills/bevy-ecs-expert/SKILL.md
index 857144b7..7afaf985 100644
--- a/skills/bevy-ecs-expert/SKILL.md
+++ b/skills/bevy-ecs-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bevy-ecs-expert
-description: "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
+description: Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Bevy ECS Expert
diff --git a/skills/billing-automation/SKILL.md b/skills/billing-automation/SKILL.md
index 55f18225..7b2aa9c3 100644
--- a/skills/billing-automation/SKILL.md
+++ b/skills/billing-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: billing-automation
-description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
+description: Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Billing Automation
diff --git a/skills/binary-analysis-patterns/SKILL.md b/skills/binary-analysis-patterns/SKILL.md
index 59442cfe..73a7333f 100644
--- a/skills/binary-analysis-patterns/SKILL.md
+++ b/skills/binary-analysis-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: binary-analysis-patterns
-description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
+description: Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Binary Analysis Patterns
diff --git a/skills/bitbucket-automation/SKILL.md b/skills/bitbucket-automation/SKILL.md
index c12d12ce..5e343f88 100644
--- a/skills/bitbucket-automation/SKILL.md
+++ b/skills/bitbucket-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bitbucket-automation
-description: "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Bitbucket Automation via Rube MCP
diff --git a/skills/blockchain-developer/SKILL.md b/skills/blockchain-developer/SKILL.md
index 7370a622..f35f0715 100644
--- a/skills/blockchain-developer/SKILL.md
+++ b/skills/blockchain-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready Web3 applications, smart contracts, and dece
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/blockrun/SKILL.md b/skills/blockrun/SKILL.md
index c551dc2d..33b061a2 100644
--- a/skills/blockrun/SKILL.md
+++ b/skills/blockrun/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: blockrun
-description: "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
+description: Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"da...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # BlockRun
diff --git a/skills/box-automation/SKILL.md b/skills/box-automation/SKILL.md
index d2c2e9e4..959f41e2 100644
--- a/skills/box-automation/SKILL.md
+++ b/skills/box-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: box-automation
-description: "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
+description: Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Box Automation via Rube MCP
diff --git a/skills/brainstorming/SKILL.md b/skills/brainstorming/SKILL.md
index bd966dbd..2d8ba7f4 100644
--- a/skills/brainstorming/SKILL.md
+++ b/skills/brainstorming/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brainstorming
-description: "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
+description: Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Brainstorming Ideas Into Designs
diff --git a/skills/brand-guidelines-anthropic/SKILL.md b/skills/brand-guidelines-anthropic/SKILL.md
index 9a166ffa..36b12c82 100644
--- a/skills/brand-guidelines-anthropic/SKILL.md
+++ b/skills/brand-guidelines-anthropic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brand-guidelines-anthropic
-description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Anthropic Brand Styling
diff --git a/skills/brand-guidelines-community/SKILL.md b/skills/brand-guidelines-community/SKILL.md
index dfea6bf4..646246c4 100644
--- a/skills/brand-guidelines-community/SKILL.md
+++ b/skills/brand-guidelines-community/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brand-guidelines-community
-description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Anthropic Brand Styling
diff --git a/skills/brevo-automation/SKILL.md b/skills/brevo-automation/SKILL.md
index bf3b8a5c..6dd5e216 100644
--- a/skills/brevo-automation/SKILL.md
+++ b/skills/brevo-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brevo-automation
-description: "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
+description: 'Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Brevo Automation via Rube MCP
diff --git a/skills/broken-authentication/SKILL.md b/skills/broken-authentication/SKILL.md
index dc301323..2cb16f94 100644
--- a/skills/broken-authentication/SKILL.md
+++ b/skills/broken-authentication/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: broken-authentication
-description: "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
+description: This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Broken Authentication Testing
diff --git a/skills/browser-automation/SKILL.md b/skills/browser-automation/SKILL.md
index 9ff1072f..dbc97464 100644
--- a/skills/browser-automation/SKILL.md
+++ b/skills/browser-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: browser-automation
-description: "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
+description: Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Browser Automation
diff --git a/skills/browser-extension-builder/SKILL.md b/skills/browser-extension-builder/SKILL.md
index 5b8597b4..19e0abb4 100644
--- a/skills/browser-extension-builder/SKILL.md
+++ b/skills/browser-extension-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: browser-extension-builder
-description: "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
+description: Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: content
 ---
 
 # Browser Extension Builder
diff --git a/skills/bullmq-specialist/SKILL.md b/skills/bullmq-specialist/SKILL.md
index 05bda6a2..5e980608 100644
--- a/skills/bullmq-specialist/SKILL.md
+++ b/skills/bullmq-specialist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bullmq-specialist
-description: "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
+description: 'BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # BullMQ Specialist
diff --git a/skills/bun-development/SKILL.md b/skills/bun-development/SKILL.md
index 284159ee..47e4f85e 100644
--- a/skills/bun-development/SKILL.md
+++ b/skills/bun-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bun-development
-description: "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
+description: Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # ⚡ Bun Development
diff --git a/skills/burp-suite-testing/SKILL.md b/skills/burp-suite-testing/SKILL.md
index 0a6b1dbe..eba73a10 100644
--- a/skills/burp-suite-testing/SKILL.md
+++ b/skills/burp-suite-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: burp-suite-testing
-description: "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
+description: This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Burp Suite Web Application Testing
diff --git a/skills/business-analyst/SKILL.md b/skills/business-analyst/SKILL.md
index 0caf5c9c..e2f6a7d2 100644
--- a/skills/business-analyst/SKILL.md
+++ b/skills/business-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern business analysis with AI-powered analytics, real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/c4-architecture-c4-architecture/SKILL.md b/skills/c4-architecture-c4-architecture/SKILL.md
index d3cb9595..1746676a 100644
--- a/skills/c4-architecture-c4-architecture/SKILL.md
+++ b/skills/c4-architecture-c4-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: c4-architecture-c4-architecture
-description: "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
+description: Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Architecture Documentation Workflow
diff --git a/skills/c4-code/SKILL.md b/skills/c4-code/SKILL.md
index 0d486efd..bfdc8eeb 100644
--- a/skills/c4-code/SKILL.md
+++ b/skills/c4-code/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Code-level documentation specialist. Analyzes code direct
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Code Level: [Directory Name]
diff --git a/skills/c4-component/SKILL.md b/skills/c4-component/SKILL.md
index 8cd0aef8..47ddeab4 100644
--- a/skills/c4-component/SKILL.md
+++ b/skills/c4-component/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Component-level documentation specialist. Synthesizes C4
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # C4 Component Level: [Component Name]
diff --git a/skills/c4-container/SKILL.md b/skills/c4-container/SKILL.md
index b8d22c44..bca34848 100644
--- a/skills/c4-container/SKILL.md
+++ b/skills/c4-container/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Container-level documentation specialist.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # C4 Container Level: System Deployment
diff --git a/skills/c4-context/SKILL.md b/skills/c4-context/SKILL.md
index 7b2e753e..238ce792 100644
--- a/skills/c4-context/SKILL.md
+++ b/skills/c4-context/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Context-level documentation specialist. Creates high-leve
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Context Level: System Context
diff --git a/skills/cal-com-automation/SKILL.md b/skills/cal-com-automation/SKILL.md
index 26c21037..3636ff5e 100644
--- a/skills/cal-com-automation/SKILL.md
+++ b/skills/cal-com-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cal-com-automation
-description: "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
+description: 'Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Cal.com Automation via Rube MCP
diff --git a/skills/calendly-automation/SKILL.md b/skills/calendly-automation/SKILL.md
index eb788f08..cd498184 100644
--- a/skills/calendly-automation/SKILL.md
+++ b/skills/calendly-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: calendly-automation
-description: "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Calendly Automation via Rube MCP
diff --git a/skills/canva-automation/SKILL.md b/skills/canva-automation/SKILL.md
index f4221687..b395c530 100644
--- a/skills/canva-automation/SKILL.md
+++ b/skills/canva-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: canva-automation
-description: "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
+description: 'Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Canva Automation via Rube MCP
diff --git a/skills/canvas-design/SKILL.md b/skills/canvas-design/SKILL.md
index 0cd897dd..5c102a3f 100644
--- a/skills/canvas-design/SKILL.md
+++ b/skills/canvas-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: canvas-design
-description: "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
+description: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files.
diff --git a/skills/carrier-relationship-management/SKILL.md b/skills/carrier-relationship-management/SKILL.md
index 37baed65..6f213e1f 100644
--- a/skills/carrier-relationship-management/SKILL.md
+++ b/skills/carrier-relationship-management/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for managing carrier portfolios, negotiating fre
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/skills/cc-skill-backend-patterns/SKILL.md b/skills/cc-skill-backend-patterns/SKILL.md
index eaa64465..50aa2c14 100644
--- a/skills/cc-skill-backend-patterns/SKILL.md
+++ b/skills/cc-skill-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-backend-patterns
-description: "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
+description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Backend Development Patterns
diff --git a/skills/cc-skill-clickhouse-io/SKILL.md b/skills/cc-skill-clickhouse-io/SKILL.md
index 6db65e17..ce1b11a1 100644
--- a/skills/cc-skill-clickhouse-io/SKILL.md
+++ b/skills/cc-skill-clickhouse-io/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-clickhouse-io
-description: "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
+description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # ClickHouse Analytics Patterns
diff --git a/skills/cc-skill-coding-standards/SKILL.md b/skills/cc-skill-coding-standards/SKILL.md
index 3dc87bcd..857d6001 100644
--- a/skills/cc-skill-coding-standards/SKILL.md
+++ b/skills/cc-skill-coding-standards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-coding-standards
-description: "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
+description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Coding Standards & Best Practices
diff --git a/skills/cc-skill-frontend-patterns/SKILL.md b/skills/cc-skill-frontend-patterns/SKILL.md
index 58d5e6e3..f42e0c6e 100644
--- a/skills/cc-skill-frontend-patterns/SKILL.md
+++ b/skills/cc-skill-frontend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-frontend-patterns
-description: "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
+description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Development Patterns
diff --git a/skills/cc-skill-security-review/SKILL.md b/skills/cc-skill-security-review/SKILL.md
index e006d044..a1aedaa3 100644
--- a/skills/cc-skill-security-review/SKILL.md
+++ b/skills/cc-skill-security-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-security-review
-description: "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
+description: Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Security Review Skill
diff --git a/skills/cdk-patterns/SKILL.md b/skills/cdk-patterns/SKILL.md
index 7fd78023..e364aa38 100644
--- a/skills/cdk-patterns/SKILL.md
+++ b/skills/cdk-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cdk-patterns
-description: "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
+description: Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 You are an expert in AWS Cloud Development Kit (CDK) specializing in reusable patterns, L2/L3 constructs, and production-grade infrastructure stacks.
 
diff --git a/skills/changelog-automation/SKILL.md b/skills/changelog-automation/SKILL.md
index 852a157e..3726543b 100644
--- a/skills/changelog-automation/SKILL.md
+++ b/skills/changelog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: changelog-automation
-description: "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
+description: Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Changelog Automation
diff --git a/skills/chrome-extension-developer/SKILL.md b/skills/chrome-extension-developer/SKILL.md
index 647abce5..18a21cdf 100644
--- a/skills/chrome-extension-developer/SKILL.md
+++ b/skills/chrome-extension-developer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: chrome-extension-developer
-description: "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
+description: Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 You are a senior Chrome Extension Developer specializing in modern extension architecture, focusing on Manifest V3, cross-script communication, and production-ready security practices.
diff --git a/skills/cicd-automation-workflow-automate/SKILL.md b/skills/cicd-automation-workflow-automate/SKILL.md
index b8d36f3c..0e6fae13 100644
--- a/skills/cicd-automation-workflow-automate/SKILL.md
+++ b/skills/cicd-automation-workflow-automate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cicd-automation-workflow-automate
-description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
+description: You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Automation
diff --git a/skills/circleci-automation/SKILL.md b/skills/circleci-automation/SKILL.md
index 60db9b5f..1d9ccc99 100644
--- a/skills/circleci-automation/SKILL.md
+++ b/skills/circleci-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: circleci-automation
-description: "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
+description: 'Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # CircleCI Automation via Rube MCP
diff --git a/skills/clarity-gate/SKILL.md b/skills/clarity-gate/SKILL.md
index 409f5c62..f6c755cc 100644
--- a/skills/clarity-gate/SKILL.md
+++ b/skills/clarity-gate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clarity-gate
-description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
+description: Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
 risk: safe
-source: "https://github.com/frmoretto/clarity-gate"
-date_added: "2026-02-27"
+source: https://github.com/frmoretto/clarity-gate
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Clarity Gate
diff --git a/skills/claude-ally-health/SKILL.md b/skills/claude-ally-health/SKILL.md
index 67341c8e..d43e3ecc 100644
--- a/skills/claude-ally-health/SKILL.md
+++ b/skills/claude-ally-health/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: claude-ally-health
-description: "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
+description: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
 risk: safe
-source: "https://github.com/huifer/Claude-Ally-Health"
-date_added: "2026-02-27"
+source: https://github.com/huifer/Claude-Ally-Health
+date_added: '2026-02-27'
+category: database
 ---
 
 # Claude Ally Health
diff --git a/skills/claude-d3js-skill/SKILL.md b/skills/claude-d3js-skill/SKILL.md
index 592a2662..54fafd92 100644
--- a/skills/claude-d3js-skill/SKILL.md
+++ b/skills/claude-d3js-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: claude-d3js-skill
-description: "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
+description: Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # D3.js Visualisation
diff --git a/skills/clean-code/SKILL.md b/skills/clean-code/SKILL.md
index 76328acd..1c9aef36 100644
--- a/skills/clean-code/SKILL.md
+++ b/skills/clean-code/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clean-code
-description: "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
+description: Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
 risk: safe
-source: "ClawForge (https://github.com/jackjin1997/ClawForge)"
-date_added: "2026-02-27"
+source: ClawForge (https://github.com/jackjin1997/ClawForge)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Clean Code Skill
diff --git a/skills/clerk-auth/SKILL.md b/skills/clerk-auth/SKILL.md
index d3a8f84f..39423c7d 100644
--- a/skills/clerk-auth/SKILL.md
+++ b/skills/clerk-auth/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clerk-auth
-description: "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
+description: 'Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Clerk Authentication
diff --git a/skills/clickup-automation/SKILL.md b/skills/clickup-automation/SKILL.md
index e5ea0fca..d9765ae6 100644
--- a/skills/clickup-automation/SKILL.md
+++ b/skills/clickup-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clickup-automation
-description: "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ClickUp Automation via Rube MCP
diff --git a/skills/close-automation/SKILL.md b/skills/close-automation/SKILL.md
index dd240081..35f01022 100644
--- a/skills/close-automation/SKILL.md
+++ b/skills/close-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: close-automation
-description: "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
+description: 'Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Close CRM Automation via Rube MCP
diff --git a/skills/cloud-architect/SKILL.md b/skills/cloud-architect/SKILL.md
index 98df8d29..ac32a0d9 100644
--- a/skills/cloud-architect/SKILL.md
+++ b/skills/cloud-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert cloud architect specializing in AWS/Azure/GCP multi-cloud in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/cloud-penetration-testing/SKILL.md b/skills/cloud-penetration-testing/SKILL.md
index 8f278113..e766acc2 100644
--- a/skills/cloud-penetration-testing/SKILL.md
+++ b/skills/cloud-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloud-penetration-testing
-description: "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
+description: This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfiguratio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Cloud Penetration Testing
diff --git a/skills/cloudflare-workers-expert/SKILL.md b/skills/cloudflare-workers-expert/SKILL.md
index 653428be..24d97691 100644
--- a/skills/cloudflare-workers-expert/SKILL.md
+++ b/skills/cloudflare-workers-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloudflare-workers-expert
-description: "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
+description: Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 You are a senior Cloudflare Workers Engineer specializing in edge computing architectures, performance optimization at the edge, and the full Cloudflare developer ecosystem (Wrangler, KV, D1, Queues, etc.).
diff --git a/skills/cloudformation-best-practices/SKILL.md b/skills/cloudformation-best-practices/SKILL.md
index 4bbd8f19..01aa4a93 100644
--- a/skills/cloudformation-best-practices/SKILL.md
+++ b/skills/cloudformation-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloudformation-best-practices
-description: "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
+description: CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 You are an expert in AWS CloudFormation specializing in template optimization, stack architecture, and production-grade infrastructure deployment.
 
diff --git a/skills/coda-automation/SKILL.md b/skills/coda-automation/SKILL.md
index 1acbf8c8..9c468ab4 100644
--- a/skills/coda-automation/SKILL.md
+++ b/skills/coda-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: coda-automation
-description: "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
+description: 'Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Coda Automation via Rube MCP
diff --git a/skills/code-documentation-code-explain/SKILL.md b/skills/code-documentation-code-explain/SKILL.md
index c29afa94..80155eff 100644
--- a/skills/code-documentation-code-explain/SKILL.md
+++ b/skills/code-documentation-code-explain/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-documentation-code-explain
-description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
+description: You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Code Explanation and Analysis
diff --git a/skills/code-documentation-doc-generate/SKILL.md b/skills/code-documentation-doc-generate/SKILL.md
index ca5c4915..4244a76a 100644
--- a/skills/code-documentation-doc-generate/SKILL.md
+++ b/skills/code-documentation-doc-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-documentation-doc-generate
-description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Automated Documentation Generation
diff --git a/skills/code-refactoring-context-restore/SKILL.md b/skills/code-refactoring-context-restore/SKILL.md
index 5f620c05..d4a6f436 100644
--- a/skills/code-refactoring-context-restore/SKILL.md
+++ b/skills/code-refactoring-context-restore/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-refactoring-context-restore
-description: "Use when working with code refactoring context restore"
+description: Use when working with code refactoring context restore
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/skills/code-review-ai-ai-review/SKILL.md b/skills/code-review-ai-ai-review/SKILL.md
index 6f92e910..9d27bb8c 100644
--- a/skills/code-review-ai-ai-review/SKILL.md
+++ b/skills/code-review-ai-ai-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-ai-ai-review
-description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/skills/code-review-checklist/SKILL.md b/skills/code-review-checklist/SKILL.md
index 58fece5c..7fb1ab51 100644
--- a/skills/code-review-checklist/SKILL.md
+++ b/skills/code-review-checklist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-checklist
-description: "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
+description: Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Code Review Checklist
diff --git a/skills/code-review-excellence/SKILL.md b/skills/code-review-excellence/SKILL.md
index ff6d7b41..16e4c61c 100644
--- a/skills/code-review-excellence/SKILL.md
+++ b/skills/code-review-excellence/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-excellence
-description: "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
+description: Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Code Review Excellence
diff --git a/skills/code-reviewer/SKILL.md b/skills/code-reviewer/SKILL.md
index 268d8c43..270efdf6 100644
--- a/skills/code-reviewer/SKILL.md
+++ b/skills/code-reviewer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-reviewer
-description: "Elite code review expert specializing in modern AI-powered code"
+description: Elite code review expert specializing in modern AI-powered code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/codebase-cleanup-deps-audit/SKILL.md b/skills/codebase-cleanup-deps-audit/SKILL.md
index 129711a6..c7d3b607 100644
--- a/skills/codebase-cleanup-deps-audit/SKILL.md
+++ b/skills/codebase-cleanup-deps-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: codebase-cleanup-deps-audit
-description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/skills/codex-review/SKILL.md b/skills/codex-review/SKILL.md
index 01e9b21c..82013d19 100644
--- a/skills/codex-review/SKILL.md
+++ b/skills/codex-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: codex-review
-description: "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
+description: Professional code review with auto CHANGELOG generation, integrated with Codex AI
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # codex-review
diff --git a/skills/commit/SKILL.md b/skills/commit/SKILL.md
index d0b5d1fd..248b8155 100644
--- a/skills/commit/SKILL.md
+++ b/skills/commit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: commit
-description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
+description: Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Sentry Commit Messages
diff --git a/skills/competitive-landscape/SKILL.md b/skills/competitive-landscape/SKILL.md
index 0969250b..fb73bdd6 100644
--- a/skills/competitive-landscape/SKILL.md
+++ b/skills/competitive-landscape/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"analyze competi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Competitive Landscape Analysis
diff --git a/skills/competitor-alternatives/SKILL.md b/skills/competitor-alternatives/SKILL.md
index e7544197..97bfe303 100644
--- a/skills/competitor-alternatives/SKILL.md
+++ b/skills/competitor-alternatives/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: competitor-alternatives
-description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
+description: When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Competitor & Alternative Pages
diff --git a/skills/comprehensive-review-pr-enhance/SKILL.md b/skills/comprehensive-review-pr-enhance/SKILL.md
index f0b65af0..30b2692e 100644
--- a/skills/comprehensive-review-pr-enhance/SKILL.md
+++ b/skills/comprehensive-review-pr-enhance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: comprehensive-review-pr-enhance
-description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
+description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Pull Request Enhancement
diff --git a/skills/computer-use-agents/SKILL.md b/skills/computer-use-agents/SKILL.md
index 4e46309b..377aa89f 100644
--- a/skills/computer-use-agents/SKILL.md
+++ b/skills/computer-use-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: computer-use-agents
-description: "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
+description: Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Computer Use Agents
diff --git a/skills/computer-vision-expert/SKILL.md b/skills/computer-vision-expert/SKILL.md
index 6d69f63f..69fef195 100644
--- a/skills/computer-vision-expert/SKILL.md
+++ b/skills/computer-vision-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: computer-vision-expert
-description: "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
+description: SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Computer Vision Expert (SOTA 2026)
diff --git a/skills/conductor-implement/SKILL.md b/skills/conductor-implement/SKILL.md
index b5d4adb6..5d09acd0 100644
--- a/skills/conductor-implement/SKILL.md
+++ b/skills/conductor-implement/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-implement
-description: "Execute tasks from a track's implementation plan following TDD workflow"
+description: Execute tasks from a track's implementation plan following TDD workflow
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Implement Track
diff --git a/skills/conductor-manage/SKILL.md b/skills/conductor-manage/SKILL.md
index d85f3242..18f75d6a 100644
--- a/skills/conductor-manage/SKILL.md
+++ b/skills/conductor-manage/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-manage
-description: "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
+description: 'Manage track lifecycle: archive, restore, delete, rename, and cleanup'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Track Manager
diff --git a/skills/conductor-revert/SKILL.md b/skills/conductor-revert/SKILL.md
index 0be6334f..87c2455c 100644
--- a/skills/conductor-revert/SKILL.md
+++ b/skills/conductor-revert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-revert
-description: "Git-aware undo by logical work unit (track, phase, or task)"
+description: Git-aware undo by logical work unit (track, phase, or task)
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Revert Track
diff --git a/skills/conductor-setup/SKILL.md b/skills/conductor-setup/SKILL.md
index c97e80ea..3714caaa 100644
--- a/skills/conductor-setup/SKILL.md
+++ b/skills/conductor-setup/SKILL.md
@@ -8,6 +8,7 @@ description: 'Initialize project with Conductor artifacts (product definition,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 # Conductor Setup
diff --git a/skills/confluence-automation/SKILL.md b/skills/confluence-automation/SKILL.md
index bbbd2158..ebce2357 100644
--- a/skills/confluence-automation/SKILL.md
+++ b/skills/confluence-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: confluence-automation
-description: "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Confluence Automation via Rube MCP
diff --git a/skills/content-marketer/SKILL.md b/skills/content-marketer/SKILL.md
index cb0efd27..9a9ccf2d 100644
--- a/skills/content-marketer/SKILL.md
+++ b/skills/content-marketer/SKILL.md
@@ -4,6 +4,7 @@ description: Elite content marketing strategist specializing in AI-powered conte
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/context-compression/SKILL.md b/skills/context-compression/SKILL.md
index 1abdeadc..51b3d47d 100644
--- a/skills/context-compression/SKILL.md
+++ b/skills/context-compression/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-compression
-description: "Design and evaluate compression strategies for long-running sessions"
+description: Design and evaluate compression strategies for long-running sessions
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression
+date_added: '2026-02-27'
+category: backend
 ---
 # Context Compression Strategies
 
diff --git a/skills/context-degradation/SKILL.md b/skills/context-degradation/SKILL.md
index 8964bb35..7299d6a5 100644
--- a/skills/context-degradation/SKILL.md
+++ b/skills/context-degradation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-degradation
-description: "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
+description: 'Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash'
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use This Skill
diff --git a/skills/context-driven-development/SKILL.md b/skills/context-driven-development/SKILL.md
index 8dcedecb..b0e0bf57 100644
--- a/skills/context-driven-development/SKILL.md
+++ b/skills/context-driven-development/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when working with Conductor's context-driven develop
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # Context-Driven Development
diff --git a/skills/context-management-context-restore/SKILL.md b/skills/context-management-context-restore/SKILL.md
index e32d6079..b1cd895d 100644
--- a/skills/context-management-context-restore/SKILL.md
+++ b/skills/context-management-context-restore/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-management-context-restore
-description: "Use when working with context management context restore"
+description: Use when working with context management context restore
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/skills/context-manager/SKILL.md b/skills/context-manager/SKILL.md
index e44ec512..5459f6e8 100644
--- a/skills/context-manager/SKILL.md
+++ b/skills/context-manager/SKILL.md
@@ -4,6 +4,7 @@ description: Elite AI context engineering specialist mastering dynamic context m
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/context-optimization/SKILL.md b/skills/context-optimization/SKILL.md
index babb82b7..79b572bd 100644
--- a/skills/context-optimization/SKILL.md
+++ b/skills/context-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-optimization
-description: "Apply compaction, masking, and caching strategies"
+description: Apply compaction, masking, and caching strategies
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization
+date_added: '2026-02-27'
+category: mobile
 ---
 
 ## When to Use This Skill
diff --git a/skills/context-window-management/SKILL.md b/skills/context-window-management/SKILL.md
index 09c6ee35..53445f02 100644
--- a/skills/context-window-management/SKILL.md
+++ b/skills/context-window-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-window-management
-description: "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
+description: 'Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Context Window Management
diff --git a/skills/context7-auto-research/SKILL.md b/skills/context7-auto-research/SKILL.md
index 11f8c1aa..75d3f764 100644
--- a/skills/context7-auto-research/SKILL.md
+++ b/skills/context7-auto-research/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context7-auto-research
-description: "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
+description: Automatically fetch latest library/framework documentation for Claude Code via Context7 API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # context7-auto-research
diff --git a/skills/conversation-memory/SKILL.md b/skills/conversation-memory/SKILL.md
index 3a57f20b..8cad4305 100644
--- a/skills/conversation-memory/SKILL.md
+++ b/skills/conversation-memory/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conversation-memory
-description: "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
+description: 'Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Conversation Memory
diff --git a/skills/convertkit-automation/SKILL.md b/skills/convertkit-automation/SKILL.md
index cba76c93..74d91f27 100644
--- a/skills/convertkit-automation/SKILL.md
+++ b/skills/convertkit-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: convertkit-automation
-description: "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
+description: 'Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ConvertKit (Kit) Automation via Rube MCP
diff --git a/skills/convex/SKILL.md b/skills/convex/SKILL.md
index 3a125dca..510008c8 100644
--- a/skills/convex/SKILL.md
+++ b/skills/convex/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: convex
-description: "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
+description: 'Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.'
 risk: safe
-source: "https://docs.convex.dev"
-date_added: "2026-02-27"
+source: https://docs.convex.dev
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Convex
diff --git a/skills/copilot-sdk/SKILL.md b/skills/copilot-sdk/SKILL.md
index 0b954b53..0d9599de 100644
--- a/skills/copilot-sdk/SKILL.md
+++ b/skills/copilot-sdk/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: copilot-sdk
-description: "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
+description: Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # GitHub Copilot SDK
diff --git a/skills/copywriting/SKILL.md b/skills/copywriting/SKILL.md
index 3de2064a..9d258c8e 100644
--- a/skills/copywriting/SKILL.md
+++ b/skills/copywriting/SKILL.md
@@ -3,7 +3,8 @@ name: copywriting
 description: Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Copywriting
diff --git a/skills/core-components/SKILL.md b/skills/core-components/SKILL.md
index 44064ed2..ca9273f0 100644
--- a/skills/core-components/SKILL.md
+++ b/skills/core-components/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: core-components
-description: "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
+description: Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Core Components
diff --git a/skills/cost-optimization/SKILL.md b/skills/cost-optimization/SKILL.md
index 396eed0e..ce967248 100644
--- a/skills/cost-optimization/SKILL.md
+++ b/skills/cost-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cost-optimization
-description: "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
+description: Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Cloud Cost Optimization
diff --git a/skills/cpp-pro/SKILL.md b/skills/cpp-pro/SKILL.md
index ae44cdc7..af8da211 100644
--- a/skills/cpp-pro/SKILL.md
+++ b/skills/cpp-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic C++ code with modern features, RAII, smart pointers
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/skills/cqrs-implementation/SKILL.md b/skills/cqrs-implementation/SKILL.md
index 528fd67c..1d1d3c53 100644
--- a/skills/cqrs-implementation/SKILL.md
+++ b/skills/cqrs-implementation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cqrs-implementation
-description: "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
+description: Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # CQRS Implementation
diff --git a/skills/create-pr/SKILL.md b/skills/create-pr/SKILL.md
index 0f8d23b9..0cd852de 100644
--- a/skills/create-pr/SKILL.md
+++ b/skills/create-pr/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: create-pr
-description: "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
+description: Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr
+date_added: '2026-02-27'
+category: content
 ---
 
 # Create Pull Request
diff --git a/skills/crewai/SKILL.md b/skills/crewai/SKILL.md
index 47add585..1327d0d2 100644
--- a/skills/crewai/SKILL.md
+++ b/skills/crewai/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: crewai
-description: "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
+description: Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: devops
 ---
 
 # CrewAI
diff --git a/skills/crypto-bd-agent/SKILL.md b/skills/crypto-bd-agent/SKILL.md
index 9444f92c..724cb1f8 100644
--- a/skills/crypto-bd-agent/SKILL.md
+++ b/skills/crypto-bd-agent/SKILL.md
@@ -5,6 +5,7 @@ risk: safe
 source: community
 tags: null
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Crypto BD Agent — Autonomous Business Development for Exchanges
diff --git a/skills/csharp-pro/SKILL.md b/skills/csharp-pro/SKILL.md
index b9c18c70..8bc41f20 100644
--- a/skills/csharp-pro/SKILL.md
+++ b/skills/csharp-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write modern C# code with advanced features like records, pattern m
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/culture-index/SKILL.md b/skills/culture-index/SKILL.md
index 7240dd50..080680fa 100644
--- a/skills/culture-index/SKILL.md
+++ b/skills/culture-index/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: culture-index
-description: "Index and search culture documentation"
+description: Index and search culture documentation
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/culture-index"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/culture-index
+date_added: '2026-02-27'
+category: database
 ---
 
 # Culture Index
diff --git a/skills/customer-support/SKILL.md b/skills/customer-support/SKILL.md
index b4ae5ef4..f8d1dbcf 100644
--- a/skills/customer-support/SKILL.md
+++ b/skills/customer-support/SKILL.md
@@ -4,6 +4,7 @@ description: Elite AI-powered customer support specialist mastering conversation
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/customs-trade-compliance/SKILL.md b/skills/customs-trade-compliance/SKILL.md
index 6f975284..ac7104f8 100644
--- a/skills/customs-trade-compliance/SKILL.md
+++ b/skills/customs-trade-compliance/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for customs documentation, tariff classification
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use
diff --git a/skills/daily-news-report/SKILL.md b/skills/daily-news-report/SKILL.md
index 6874ea95..dacf18c5 100644
--- a/skills/daily-news-report/SKILL.md
+++ b/skills/daily-news-report/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: daily-news-report
-description: "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
+description: Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Daily News Report v3.0
diff --git a/skills/data-engineer/SKILL.md b/skills/data-engineer/SKILL.md
index 1d5fc174..0406d28c 100644
--- a/skills/data-engineer/SKILL.md
+++ b/skills/data-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build scalable data pipelines, modern data warehouses, and real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
 
diff --git a/skills/data-engineering-data-driven-feature/SKILL.md b/skills/data-engineering-data-driven-feature/SKILL.md
index 47d3d828..32a3eb25 100644
--- a/skills/data-engineering-data-driven-feature/SKILL.md
+++ b/skills/data-engineering-data-driven-feature/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-engineering-data-driven-feature
-description: "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
+description: Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Data-Driven Feature Development
diff --git a/skills/data-engineering-data-pipeline/SKILL.md b/skills/data-engineering-data-pipeline/SKILL.md
index b4282db7..69bc2ffe 100644
--- a/skills/data-engineering-data-pipeline/SKILL.md
+++ b/skills/data-engineering-data-pipeline/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-engineering-data-pipeline
-description: "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
+description: You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Pipeline Architecture
diff --git a/skills/data-quality-frameworks/SKILL.md b/skills/data-quality-frameworks/SKILL.md
index b60306b6..b391c3c3 100644
--- a/skills/data-quality-frameworks/SKILL.md
+++ b/skills/data-quality-frameworks/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-quality-frameworks
-description: "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
+description: Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Quality Frameworks
diff --git a/skills/data-scientist/SKILL.md b/skills/data-scientist/SKILL.md
index 81a706a9..067486eb 100644
--- a/skills/data-scientist/SKILL.md
+++ b/skills/data-scientist/SKILL.md
@@ -4,6 +4,7 @@ description: Expert data scientist for advanced analytics, machine learning, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/data-storytelling/SKILL.md b/skills/data-storytelling/SKILL.md
index ba6a5131..fc1a2deb 100644
--- a/skills/data-storytelling/SKILL.md
+++ b/skills/data-storytelling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-storytelling
-description: "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
+description: Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Storytelling
diff --git a/skills/data-structure-protocol/SKILL.md b/skills/data-structure-protocol/SKILL.md
index f4998acb..6a35e6c9 100644
--- a/skills/data-structure-protocol/SKILL.md
+++ b/skills/data-structure-protocol/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-structure-protocol
-description: "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
+description: Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
 risk: safe
-source: "https://github.com/k-kolomeitsev/data-structure-protocol"
-date_added: "2026-02-27"
+source: https://github.com/k-kolomeitsev/data-structure-protocol
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Structure Protocol (DSP)
diff --git a/skills/database-admin/SKILL.md b/skills/database-admin/SKILL.md
index 07060302..e3f52606 100644
--- a/skills/database-admin/SKILL.md
+++ b/skills/database-admin/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database administrator specializing in modern cloud database
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/database-architect/SKILL.md b/skills/database-architect/SKILL.md
index 3a468ef6..b5e5cada 100644
--- a/skills/database-architect/SKILL.md
+++ b/skills/database-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database architect specializing in data layer design from sc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.
 
diff --git a/skills/database-cloud-optimization-cost-optimize/SKILL.md b/skills/database-cloud-optimization-cost-optimize/SKILL.md
index 0e835702..59f9f661 100644
--- a/skills/database-cloud-optimization-cost-optimize/SKILL.md
+++ b/skills/database-cloud-optimization-cost-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-cloud-optimization-cost-optimize
-description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
+description: You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Cloud Cost Optimization
diff --git a/skills/database-design/SKILL.md b/skills/database-design/SKILL.md
index 5b061c7e..a1d5698c 100644
--- a/skills/database-design/SKILL.md
+++ b/skills/database-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-design
-description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
+description: Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Database Design
diff --git a/skills/database-migration/SKILL.md b/skills/database-migration/SKILL.md
index 88f20e49..e73fa232 100644
--- a/skills/database-migration/SKILL.md
+++ b/skills/database-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-migration
-description: "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
+description: Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Database Migration
diff --git a/skills/database-migrations-migration-observability/SKILL.md b/skills/database-migrations-migration-observability/SKILL.md
index 0a289e1c..35089fa7 100644
--- a/skills/database-migrations-migration-observability/SKILL.md
+++ b/skills/database-migrations-migration-observability/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: database-migrations-migration-observability
-description: "Migration monitoring, CDC, and observability infrastructure"
+description: Migration monitoring, CDC, and observability infrastructure
 risk: unknown
 source: community
-tags: "database, cdc, debezium, kafka, prometheus, grafana, monitoring"
-date_added: "2026-02-27"
+tags: database, cdc, debezium, kafka, prometheus, grafana, monitoring
+date_added: '2026-02-27'
+category: database
 ---
 
 # Migration Observability and Real-time Monitoring
diff --git a/skills/database-migrations-sql-migrations/SKILL.md b/skills/database-migrations-sql-migrations/SKILL.md
index d7ac16f6..74f10ab2 100644
--- a/skills/database-migrations-sql-migrations/SKILL.md
+++ b/skills/database-migrations-sql-migrations/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-migrations-sql-migrations
-description: "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
+description: SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # SQL Database Migration Strategy and Implementation
diff --git a/skills/database-optimizer/SKILL.md b/skills/database-optimizer/SKILL.md
index c1b14933..0240d432 100644
--- a/skills/database-optimizer/SKILL.md
+++ b/skills/database-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database optimizer specializing in modern performance tuning
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/skills/datadog-automation/SKILL.md b/skills/datadog-automation/SKILL.md
index fa7f5bbe..e085bd56 100644
--- a/skills/datadog-automation/SKILL.md
+++ b/skills/datadog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: datadog-automation
-description: "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
+description: 'Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Datadog Automation via Rube MCP
diff --git a/skills/dbos-golang/SKILL.md b/skills/dbos-golang/SKILL.md
index 7b5c8344..a46b2103 100644
--- a/skills/dbos-golang/SKILL.md
+++ b/skills/dbos-golang/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-golang
-description: "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
+description: DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: backend
 ---
 
 # DBOS Go Best Practices
diff --git a/skills/dbos-python/SKILL.md b/skills/dbos-python/SKILL.md
index 5f3847da..d78fa5db 100644
--- a/skills/dbos-python/SKILL.md
+++ b/skills/dbos-python/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-python
-description: "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
+description: DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: backend
 ---
 
 # DBOS Python Best Practices
diff --git a/skills/dbos-typescript/SKILL.md b/skills/dbos-typescript/SKILL.md
index ea6e8de0..72076f13 100644
--- a/skills/dbos-typescript/SKILL.md
+++ b/skills/dbos-typescript/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-typescript
-description: "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
+description: DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DBOS TypeScript Best Practices
diff --git a/skills/dbt-transformation-patterns/SKILL.md b/skills/dbt-transformation-patterns/SKILL.md
index ce4d6fc6..ad6683bb 100644
--- a/skills/dbt-transformation-patterns/SKILL.md
+++ b/skills/dbt-transformation-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbt-transformation-patterns
-description: "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
+description: Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # dbt Transformation Patterns
diff --git a/skills/ddd-context-mapping/SKILL.md b/skills/ddd-context-mapping/SKILL.md
index 6886ba6f..acdf6227 100644
--- a/skills/ddd-context-mapping/SKILL.md
+++ b/skills/ddd-context-mapping/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-context-mapping
-description: "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
+description: Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
 risk: safe
 source: self
-tags: "[ddd, context-map, anti-corruption-layer, integration]"
-date_added: "2026-02-27"
+tags: '[ddd, context-map, anti-corruption-layer, integration]'
+date_added: '2026-02-27'
+category: testing
 ---
 
 # DDD Context Mapping
diff --git a/skills/ddd-strategic-design/SKILL.md b/skills/ddd-strategic-design/SKILL.md
index c4666d6c..9a76e7ca 100644
--- a/skills/ddd-strategic-design/SKILL.md
+++ b/skills/ddd-strategic-design/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-strategic-design
-description: "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
+description: Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
 risk: safe
 source: self
-tags: "[ddd, strategic-design, bounded-context, ubiquitous-language]"
-date_added: "2026-02-27"
+tags: '[ddd, strategic-design, bounded-context, ubiquitous-language]'
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DDD Strategic Design
diff --git a/skills/ddd-tactical-patterns/SKILL.md b/skills/ddd-tactical-patterns/SKILL.md
index e4a3a690..8352d891 100644
--- a/skills/ddd-tactical-patterns/SKILL.md
+++ b/skills/ddd-tactical-patterns/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-tactical-patterns
-description: "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
+description: Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
 risk: safe
 source: self
-tags: "[ddd, tactical, aggregates, value-objects, domain-events]"
-date_added: "2026-02-27"
+tags: '[ddd, tactical, aggregates, value-objects, domain-events]'
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DDD Tactical Patterns
diff --git a/skills/debugger/SKILL.md b/skills/debugger/SKILL.md
index edf6a762..ad4e288f 100644
--- a/skills/debugger/SKILL.md
+++ b/skills/debugger/SKILL.md
@@ -8,6 +8,7 @@ description: 'Debugging specialist for errors, test failures, and unexpected
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/debugging-strategies/SKILL.md b/skills/debugging-strategies/SKILL.md
index 2ade0b98..4c5c1fcc 100644
--- a/skills/debugging-strategies/SKILL.md
+++ b/skills/debugging-strategies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: debugging-strategies
-description: "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
+description: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Debugging Strategies
diff --git a/skills/deep-research/SKILL.md b/skills/deep-research/SKILL.md
index da5f63b8..81d53f15 100644
--- a/skills/deep-research/SKILL.md
+++ b/skills/deep-research/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deep-research
-description: "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
+description: 'Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...'
 risk: safe
-source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research"
-date_added: "2026-02-27"
+source: https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Gemini Deep Research Skill
diff --git a/skills/defi-protocol-templates/SKILL.md b/skills/defi-protocol-templates/SKILL.md
index e4f7aac0..cc82e50a 100644
--- a/skills/defi-protocol-templates/SKILL.md
+++ b/skills/defi-protocol-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: defi-protocol-templates
-description: "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
+description: Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # DeFi Protocol Templates
diff --git a/skills/dependency-management-deps-audit/SKILL.md b/skills/dependency-management-deps-audit/SKILL.md
index ee691540..bf883284 100644
--- a/skills/dependency-management-deps-audit/SKILL.md
+++ b/skills/dependency-management-deps-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dependency-management-deps-audit
-description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/skills/dependency-upgrade/SKILL.md b/skills/dependency-upgrade/SKILL.md
index bb423d61..5a163651 100644
--- a/skills/dependency-upgrade/SKILL.md
+++ b/skills/dependency-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dependency-upgrade
-description: "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
+description: Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Dependency Upgrade
diff --git a/skills/deployment-engineer/SKILL.md b/skills/deployment-engineer/SKILL.md
index 7596f642..260d44e2 100644
--- a/skills/deployment-engineer/SKILL.md
+++ b/skills/deployment-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert deployment engineer specializing in modern CI/CD pipelines,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.
 
diff --git a/skills/deployment-pipeline-design/SKILL.md b/skills/deployment-pipeline-design/SKILL.md
index ebe7eff1..915306fe 100644
--- a/skills/deployment-pipeline-design/SKILL.md
+++ b/skills/deployment-pipeline-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-pipeline-design
-description: "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
+description: Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Deployment Pipeline Design
diff --git a/skills/deployment-procedures/SKILL.md b/skills/deployment-procedures/SKILL.md
index 62447861..43287b76 100644
--- a/skills/deployment-procedures/SKILL.md
+++ b/skills/deployment-procedures/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-procedures
-description: "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
+description: Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Deployment Procedures
diff --git a/skills/deployment-validation-config-validate/SKILL.md b/skills/deployment-validation-config-validate/SKILL.md
index cb5f1538..e6207b98 100644
--- a/skills/deployment-validation-config-validate/SKILL.md
+++ b/skills/deployment-validation-config-validate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-validation-config-validate
-description: "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
+description: You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Configuration Validation
diff --git a/skills/design-orchestration/SKILL.md b/skills/design-orchestration/SKILL.md
index df877fd4..e74fdcc1 100644
--- a/skills/design-orchestration/SKILL.md
+++ b/skills/design-orchestration/SKILL.md
@@ -4,6 +4,7 @@ description: Orchestrates design workflows by routing work through brainstorming
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Design Orchestration (Meta-Skill)
diff --git a/skills/devops-troubleshooter/SKILL.md b/skills/devops-troubleshooter/SKILL.md
index ac43f249..078a6391 100644
--- a/skills/devops-troubleshooter/SKILL.md
+++ b/skills/devops-troubleshooter/SKILL.md
@@ -4,6 +4,7 @@ description: Expert DevOps troubleshooter specializing in rapid incident respons
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/discord-automation/SKILL.md b/skills/discord-automation/SKILL.md
index 2ab33736..e793a84b 100644
--- a/skills/discord-automation/SKILL.md
+++ b/skills/discord-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: discord-automation
-description: "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
+description: 'Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Discord Automation via Rube MCP
diff --git a/skills/discord-bot-architect/SKILL.md b/skills/discord-bot-architect/SKILL.md
index 48e98cf1..f06626c0 100644
--- a/skills/discord-bot-architect/SKILL.md
+++ b/skills/discord-bot-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: discord-bot-architect
-description: "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
+description: Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Discord Bot Architect
diff --git a/skills/distributed-debugging-debug-trace/SKILL.md b/skills/distributed-debugging-debug-trace/SKILL.md
index 7a996ee1..fa15acb0 100644
--- a/skills/distributed-debugging-debug-trace/SKILL.md
+++ b/skills/distributed-debugging-debug-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: distributed-debugging-debug-trace
-description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
+description: You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Debug and Trace Configuration
diff --git a/skills/distributed-tracing/SKILL.md b/skills/distributed-tracing/SKILL.md
index 431a7245..9482279c 100644
--- a/skills/distributed-tracing/SKILL.md
+++ b/skills/distributed-tracing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: distributed-tracing
-description: "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
+description: Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Distributed Tracing
diff --git a/skills/django-pro/SKILL.md b/skills/django-pro/SKILL.md
index 32331961..661bd759 100644
--- a/skills/django-pro/SKILL.md
+++ b/skills/django-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Django 5.x with async views, DRF, Celery, and Django Channel
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/doc-coauthoring/SKILL.md b/skills/doc-coauthoring/SKILL.md
index 5d308148..a29de8bb 100644
--- a/skills/doc-coauthoring/SKILL.md
+++ b/skills/doc-coauthoring/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: doc-coauthoring
-description: "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
+description: Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Doc Co-Authoring Workflow
diff --git a/skills/docs-architect/SKILL.md b/skills/docs-architect/SKILL.md
index d1880ea6..f017eee0 100644
--- a/skills/docs-architect/SKILL.md
+++ b/skills/docs-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Creates comprehensive technical documentation from existing codebas
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/documentation-generation-doc-generate/SKILL.md b/skills/documentation-generation-doc-generate/SKILL.md
index 1b79c72f..5760d9a8 100644
--- a/skills/documentation-generation-doc-generate/SKILL.md
+++ b/skills/documentation-generation-doc-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: documentation-generation-doc-generate
-description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Automated Documentation Generation
diff --git a/skills/documentation-templates/SKILL.md b/skills/documentation-templates/SKILL.md
index 7548e918..0489d995 100644
--- a/skills/documentation-templates/SKILL.md
+++ b/skills/documentation-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: documentation-templates
-description: "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
+description: Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Documentation Templates
diff --git a/skills/docusign-automation/SKILL.md b/skills/docusign-automation/SKILL.md
index db197666..17b1f734 100644
--- a/skills/docusign-automation/SKILL.md
+++ b/skills/docusign-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: docusign-automation
-description: "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
+description: 'Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # DocuSign Automation via Rube MCP
diff --git a/skills/docx-official/SKILL.md b/skills/docx-official/SKILL.md
index 5f23eb9a..e9ac1a32 100644
--- a/skills/docx-official/SKILL.md
+++ b/skills/docx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: docx-official
-description: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
+description: Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # DOCX creation, editing, and analysis
diff --git a/skills/domain-driven-design/SKILL.md b/skills/domain-driven-design/SKILL.md
index a78cce62..a94512bc 100644
--- a/skills/domain-driven-design/SKILL.md
+++ b/skills/domain-driven-design/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: domain-driven-design
-description: "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
+description: Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
 risk: safe
 source: self
-tags: "[ddd, domain, bounded-context, architecture]"
-date_added: "2026-02-27"
+tags: '[ddd, domain, bounded-context, architecture]'
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Domain-Driven Design
diff --git a/skills/dotnet-architect/SKILL.md b/skills/dotnet-architect/SKILL.md
index 2f4ae2f6..6773b8f7 100644
--- a/skills/dotnet-architect/SKILL.md
+++ b/skills/dotnet-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert .NET backend architect specializing in C#, ASP.NET Core, Ent
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/dotnet-backend-patterns/SKILL.md b/skills/dotnet-backend-patterns/SKILL.md
index 4a01b1fc..e7ee1de0 100644
--- a/skills/dotnet-backend-patterns/SKILL.md
+++ b/skills/dotnet-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dotnet-backend-patterns
-description: "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
+description: Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # .NET Backend Development Patterns
diff --git a/skills/dotnet-backend/SKILL.md b/skills/dotnet-backend/SKILL.md
index fb31a1e9..d24afc9e 100644
--- a/skills/dotnet-backend/SKILL.md
+++ b/skills/dotnet-backend/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dotnet-backend
-description: "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
+description: Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # .NET Backend Agent - ASP.NET Core & Enterprise API Expert
diff --git a/skills/dropbox-automation/SKILL.md b/skills/dropbox-automation/SKILL.md
index 590a5fd0..fd5d3668 100644
--- a/skills/dropbox-automation/SKILL.md
+++ b/skills/dropbox-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dropbox-automation
-description: "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Dropbox Automation via Rube MCP
diff --git a/skills/dx-optimizer/SKILL.md b/skills/dx-optimizer/SKILL.md
index 8ba4100d..41b47e90 100644
--- a/skills/dx-optimizer/SKILL.md
+++ b/skills/dx-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Developer Experience specialist. Improves tooling, setup, and workf
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/e2e-testing-patterns/SKILL.md b/skills/e2e-testing-patterns/SKILL.md
index 14f47c43..3512454d 100644
--- a/skills/e2e-testing-patterns/SKILL.md
+++ b/skills/e2e-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: e2e-testing-patterns
-description: "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
+description: Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # E2E Testing Patterns
diff --git a/skills/elixir-pro/SKILL.md b/skills/elixir-pro/SKILL.md
index 128518e6..ddf6f6a4 100644
--- a/skills/elixir-pro/SKILL.md
+++ b/skills/elixir-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic Elixir code with OTP patterns, supervision trees, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/email-sequence/SKILL.md b/skills/email-sequence/SKILL.md
index cd579ce9..6b986762 100644
--- a/skills/email-sequence/SKILL.md
+++ b/skills/email-sequence/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: email-sequence
-description: "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
+description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Email Sequence Design
diff --git a/skills/email-systems/SKILL.md b/skills/email-systems/SKILL.md
index 0e3d56d6..f91022e4 100644
--- a/skills/email-systems/SKILL.md
+++ b/skills/email-systems/SKILL.md
@@ -4,6 +4,7 @@ description: Email has the highest ROI of any marketing channel. $36 for every $
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Email Systems
diff --git a/skills/embedding-strategies/SKILL.md b/skills/embedding-strategies/SKILL.md
index efe1fdd8..d216b999 100644
--- a/skills/embedding-strategies/SKILL.md
+++ b/skills/embedding-strategies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: embedding-strategies
-description: "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
+description: Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Embedding Strategies
diff --git a/skills/error-debugging-error-analysis/SKILL.md b/skills/error-debugging-error-analysis/SKILL.md
index 5b8876f2..53c8cdfe 100644
--- a/skills/error-debugging-error-analysis/SKILL.md
+++ b/skills/error-debugging-error-analysis/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-debugging-error-analysis
-description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Error Analysis and Resolution
diff --git a/skills/error-debugging-error-trace/SKILL.md b/skills/error-debugging-error-trace/SKILL.md
index 07b09aac..cc50d648 100644
--- a/skills/error-debugging-error-trace/SKILL.md
+++ b/skills/error-debugging-error-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-debugging-error-trace
-description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
+description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Error Tracking and Monitoring
diff --git a/skills/error-detective/SKILL.md b/skills/error-detective/SKILL.md
index e4bbb1cf..edcfc881 100644
--- a/skills/error-detective/SKILL.md
+++ b/skills/error-detective/SKILL.md
@@ -4,6 +4,7 @@ description: Search logs and codebases for error patterns, stack traces, and ano
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/error-diagnostics-error-analysis/SKILL.md b/skills/error-diagnostics-error-analysis/SKILL.md
index 5ecb8f7f..60c5c88b 100644
--- a/skills/error-diagnostics-error-analysis/SKILL.md
+++ b/skills/error-diagnostics-error-analysis/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-diagnostics-error-analysis
-description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Error Analysis and Resolution
diff --git a/skills/error-diagnostics-error-trace/SKILL.md b/skills/error-diagnostics-error-trace/SKILL.md
index eecaf2ed..10bfb6f7 100644
--- a/skills/error-diagnostics-error-trace/SKILL.md
+++ b/skills/error-diagnostics-error-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-diagnostics-error-trace
-description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
+description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Error Tracking and Monitoring
diff --git a/skills/error-handling-patterns/SKILL.md b/skills/error-handling-patterns/SKILL.md
index 2c581d08..242aaa02 100644
--- a/skills/error-handling-patterns/SKILL.md
+++ b/skills/error-handling-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-handling-patterns
-description: "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
+description: Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Error Handling Patterns
diff --git a/skills/ethical-hacking-methodology/SKILL.md b/skills/ethical-hacking-methodology/SKILL.md
index e820697d..47644f99 100644
--- a/skills/ethical-hacking-methodology/SKILL.md
+++ b/skills/ethical-hacking-methodology/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ethical-hacking-methodology
-description: "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
+description: This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Ethical Hacking Methodology
diff --git a/skills/event-sourcing-architect/SKILL.md b/skills/event-sourcing-architect/SKILL.md
index ed8e81ab..aff3623b 100644
--- a/skills/event-sourcing-architect/SKILL.md
+++ b/skills/event-sourcing-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: event-sourcing-architect
-description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
+description: Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Event Sourcing Architect
diff --git a/skills/event-store-design/SKILL.md b/skills/event-store-design/SKILL.md
index bf409ca8..42335b07 100644
--- a/skills/event-store-design/SKILL.md
+++ b/skills/event-store-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: event-store-design
-description: "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
+description: Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Event Store Design
diff --git a/skills/exa-search/SKILL.md b/skills/exa-search/SKILL.md
index 166b981f..c15868ed 100644
--- a/skills/exa-search/SKILL.md
+++ b/skills/exa-search/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: exa-search
-description: "Semantic search, similar content discovery, and structured research using Exa API"
+description: Semantic search, similar content discovery, and structured research using Exa API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # exa-search
diff --git a/skills/executing-plans/SKILL.md b/skills/executing-plans/SKILL.md
index c742c2db..296f5ffe 100644
--- a/skills/executing-plans/SKILL.md
+++ b/skills/executing-plans/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: executing-plans
-description: "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
+description: Use when you have a written implementation plan to execute in a separate session with review checkpoints
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Executing Plans
diff --git a/skills/expo-deployment/SKILL.md b/skills/expo-deployment/SKILL.md
index ff0269e1..c6209662 100644
--- a/skills/expo-deployment/SKILL.md
+++ b/skills/expo-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: expo-deployment
-description: "Deploy Expo apps to production"
+description: Deploy Expo apps to production
 risk: safe
-source: "https://github.com/expo/skills/tree/main/plugins/expo-deployment"
-date_added: "2026-02-27"
+source: https://github.com/expo/skills/tree/main/plugins/expo-deployment
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Expo Deployment
diff --git a/skills/fal-audio/SKILL.md b/skills/fal-audio/SKILL.md
index 083443fc..d58c2a13 100644
--- a/skills/fal-audio/SKILL.md
+++ b/skills/fal-audio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-audio
-description: "Text-to-speech and speech-to-text using fal.ai audio models"
+description: Text-to-speech and speech-to-text using fal.ai audio models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Audio
diff --git a/skills/fal-generate/SKILL.md b/skills/fal-generate/SKILL.md
index 205c7921..cfd2b5a8 100644
--- a/skills/fal-generate/SKILL.md
+++ b/skills/fal-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-generate
-description: "Generate images and videos using fal.ai AI models"
+description: Generate images and videos using fal.ai AI models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Generate
diff --git a/skills/fal-image-edit/SKILL.md b/skills/fal-image-edit/SKILL.md
index 821ccd08..43b387c1 100644
--- a/skills/fal-image-edit/SKILL.md
+++ b/skills/fal-image-edit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-image-edit
-description: "AI-powered image editing with style transfer and object removal"
+description: AI-powered image editing with style transfer and object removal
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Image Edit
diff --git a/skills/fal-platform/SKILL.md b/skills/fal-platform/SKILL.md
index 4852467c..80957716 100644
--- a/skills/fal-platform/SKILL.md
+++ b/skills/fal-platform/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-platform
-description: "Platform APIs for model management, pricing, and usage tracking"
+description: Platform APIs for model management, pricing, and usage tracking
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Fal Platform
diff --git a/skills/fal-upscale/SKILL.md b/skills/fal-upscale/SKILL.md
index c94702a6..570871a1 100644
--- a/skills/fal-upscale/SKILL.md
+++ b/skills/fal-upscale/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-upscale
-description: "Upscale and enhance image and video resolution using AI"
+description: Upscale and enhance image and video resolution using AI
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Upscale
diff --git a/skills/fal-workflow/SKILL.md b/skills/fal-workflow/SKILL.md
index 85831b5f..32f0db49 100644
--- a/skills/fal-workflow/SKILL.md
+++ b/skills/fal-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-workflow
-description: "Generate workflow JSON files for chaining AI models"
+description: Generate workflow JSON files for chaining AI models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Workflow
diff --git a/skills/fastapi-pro/SKILL.md b/skills/fastapi-pro/SKILL.md
index d0d2fc5f..cdd1a4fc 100644
--- a/skills/fastapi-pro/SKILL.md
+++ b/skills/fastapi-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/fastapi-router-py/SKILL.md b/skills/fastapi-router-py/SKILL.md
index be66c460..782e0c91 100644
--- a/skills/fastapi-router-py/SKILL.md
+++ b/skills/fastapi-router-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fastapi-router-py
-description: "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
+description: Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # FastAPI Router
diff --git a/skills/fastapi-templates/SKILL.md b/skills/fastapi-templates/SKILL.md
index 245f45af..12c8320d 100644
--- a/skills/fastapi-templates/SKILL.md
+++ b/skills/fastapi-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fastapi-templates
-description: "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
+description: Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # FastAPI Project Templates
diff --git a/skills/ffuf-claude-skill/SKILL.md b/skills/ffuf-claude-skill/SKILL.md
index d7e1ba70..647f58de 100644
--- a/skills/ffuf-claude-skill/SKILL.md
+++ b/skills/ffuf-claude-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ffuf-claude-skill
-description: "Web fuzzing with ffuf"
+description: Web fuzzing with ffuf
 risk: safe
-source: "https://github.com/jthack/ffuf_claude_skill"
-date_added: "2026-02-27"
+source: https://github.com/jthack/ffuf_claude_skill
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Ffuf Claude Skill
diff --git a/skills/figma-automation/SKILL.md b/skills/figma-automation/SKILL.md
index f26f5b0a..2c615249 100644
--- a/skills/figma-automation/SKILL.md
+++ b/skills/figma-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: figma-automation
-description: "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
+description: 'Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Figma Automation via Rube MCP
diff --git a/skills/file-path-traversal/SKILL.md b/skills/file-path-traversal/SKILL.md
index 9ba2c8d5..620a69d7 100644
--- a/skills/file-path-traversal/SKILL.md
+++ b/skills/file-path-traversal/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: file-path-traversal
-description: "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
+description: This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # File Path Traversal Testing
diff --git a/skills/file-uploads/SKILL.md b/skills/file-uploads/SKILL.md
index b2d37334..8bebb24d 100644
--- a/skills/file-uploads/SKILL.md
+++ b/skills/file-uploads/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: file-uploads
-description: "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
+description: 'Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # File Uploads & Storage
diff --git a/skills/find-bugs/SKILL.md b/skills/find-bugs/SKILL.md
index 356eb3f8..4ecb1646 100644
--- a/skills/find-bugs/SKILL.md
+++ b/skills/find-bugs/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: find-bugs
-description: "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
+description: Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs
+date_added: '2026-02-27'
+category: security
 ---
 
 # Find Bugs
diff --git a/skills/finishing-a-development-branch/SKILL.md b/skills/finishing-a-development-branch/SKILL.md
index df14a9c5..53a6b78c 100644
--- a/skills/finishing-a-development-branch/SKILL.md
+++ b/skills/finishing-a-development-branch/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: finishing-a-development-branch
-description: "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
+description: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Finishing a Development Branch
diff --git a/skills/firebase/SKILL.md b/skills/firebase/SKILL.md
index 9d4d8fac..487584ab 100644
--- a/skills/firebase/SKILL.md
+++ b/skills/firebase/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: firebase
-description: "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
+description: Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Firebase
diff --git a/skills/firecrawl-scraper/SKILL.md b/skills/firecrawl-scraper/SKILL.md
index f548d2b9..2dc360ee 100644
--- a/skills/firecrawl-scraper/SKILL.md
+++ b/skills/firecrawl-scraper/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: firecrawl-scraper
-description: "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
+description: Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # firecrawl-scraper
diff --git a/skills/firmware-analyst/SKILL.md b/skills/firmware-analyst/SKILL.md
index cd683d71..00b64b56 100644
--- a/skills/firmware-analyst/SKILL.md
+++ b/skills/firmware-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Expert firmware analyst specializing in embedded systems, IoT secur
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 # Download from vendor
diff --git a/skills/fix-review/SKILL.md b/skills/fix-review/SKILL.md
index 1d549b85..e205bd0d 100644
--- a/skills/fix-review/SKILL.md
+++ b/skills/fix-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fix-review
-description: "Verify fix commits address audit findings without new bugs"
+description: Verify fix commits address audit findings without new bugs
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/fix-review"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/fix-review
+date_added: '2026-02-27'
+category: security
 ---
 
 # Fix Review
diff --git a/skills/flutter-expert/SKILL.md b/skills/flutter-expert/SKILL.md
index 9708cb3f..a30ec864 100644
--- a/skills/flutter-expert/SKILL.md
+++ b/skills/flutter-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Master Flutter development with Dart 3, advanced widgets, and multi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/form-cro/SKILL.md b/skills/form-cro/SKILL.md
index 630f11a8..2b924b58 100644
--- a/skills/form-cro/SKILL.md
+++ b/skills/form-cro/SKILL.md
@@ -4,6 +4,7 @@ description: Optimize any form that is NOT signup or account registration — in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 # Form Conversion Rate Optimization (Form CRO)
diff --git a/skills/fp-ts-errors/SKILL.md b/skills/fp-ts-errors/SKILL.md
index b6e14fe1..c8eb686f 100644
--- a/skills/fp-ts-errors/SKILL.md
+++ b/skills/fp-ts-errors/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-errors
-description: "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
+description: Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Practical Error Handling with fp-ts
diff --git a/skills/fp-ts-pragmatic/SKILL.md b/skills/fp-ts-pragmatic/SKILL.md
index 3d9db3bf..5d01e412 100644
--- a/skills/fp-ts-pragmatic/SKILL.md
+++ b/skills/fp-ts-pragmatic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-pragmatic
-description: "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
+description: A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: content
 ---
 
 # Pragmatic Functional Programming
diff --git a/skills/fp-ts-react/SKILL.md b/skills/fp-ts-react/SKILL.md
index 463a8194..c6806747 100644
--- a/skills/fp-ts-react/SKILL.md
+++ b/skills/fp-ts-react/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-react
-description: "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
+description: Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Functional Programming in React
diff --git a/skills/framework-migration-code-migrate/SKILL.md b/skills/framework-migration-code-migrate/SKILL.md
index ea800955..a73c2d13 100644
--- a/skills/framework-migration-code-migrate/SKILL.md
+++ b/skills/framework-migration-code-migrate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-code-migrate
-description: "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
+description: You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Code Migration Assistant
diff --git a/skills/framework-migration-deps-upgrade/SKILL.md b/skills/framework-migration-deps-upgrade/SKILL.md
index 8827ad87..0eefd06a 100644
--- a/skills/framework-migration-deps-upgrade/SKILL.md
+++ b/skills/framework-migration-deps-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-deps-upgrade
-description: "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
+description: You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Dependency Upgrade Strategy
diff --git a/skills/framework-migration-legacy-modernize/SKILL.md b/skills/framework-migration-legacy-modernize/SKILL.md
index 7648711d..91913987 100644
--- a/skills/framework-migration-legacy-modernize/SKILL.md
+++ b/skills/framework-migration-legacy-modernize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-legacy-modernize
-description: "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
+description: Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Legacy Code Modernization Workflow
diff --git a/skills/free-tool-strategy/SKILL.md b/skills/free-tool-strategy/SKILL.md
index bf5dfefd..681e70f7 100644
--- a/skills/free-tool-strategy/SKILL.md
+++ b/skills/free-tool-strategy/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: free-tool-strategy
-description: "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
+description: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as mar...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Free Tool Strategy (Engineering as Marketing)
diff --git a/skills/freshdesk-automation/SKILL.md b/skills/freshdesk-automation/SKILL.md
index 2981d608..a9c00be8 100644
--- a/skills/freshdesk-automation/SKILL.md
+++ b/skills/freshdesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: freshdesk-automation
-description: "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Freshdesk Automation via Rube MCP
diff --git a/skills/freshservice-automation/SKILL.md b/skills/freshservice-automation/SKILL.md
index 5a151404..4894072a 100644
--- a/skills/freshservice-automation/SKILL.md
+++ b/skills/freshservice-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: freshservice-automation
-description: "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
+description: 'Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Freshservice Automation via Rube MCP
diff --git a/skills/frontend-design/SKILL.md b/skills/frontend-design/SKILL.md
index cf358a76..9a4630a0 100644
--- a/skills/frontend-design/SKILL.md
+++ b/skills/frontend-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-design
-description: "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
+description: Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Design (Distinctive, Production-Grade)
diff --git a/skills/frontend-dev-guidelines/SKILL.md b/skills/frontend-dev-guidelines/SKILL.md
index 37e4ca90..2124dc37 100644
--- a/skills/frontend-dev-guidelines/SKILL.md
+++ b/skills/frontend-dev-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-dev-guidelines
-description: "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
+description: Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 
diff --git a/skills/frontend-developer/SKILL.md b/skills/frontend-developer/SKILL.md
index 2494e145..e50e1ee5 100644
--- a/skills/frontend-developer/SKILL.md
+++ b/skills/frontend-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build React components, implement responsive layouts, and handle cl
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.
 
diff --git a/skills/frontend-mobile-development-component-scaffold/SKILL.md b/skills/frontend-mobile-development-component-scaffold/SKILL.md
index f6e62900..40c4af6c 100644
--- a/skills/frontend-mobile-development-component-scaffold/SKILL.md
+++ b/skills/frontend-mobile-development-component-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-mobile-development-component-scaffold
-description: "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
+description: You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React/React Native Component Scaffolding
diff --git a/skills/frontend-mobile-security-xss-scan/SKILL.md b/skills/frontend-mobile-security-xss-scan/SKILL.md
index 7affc979..e790750e 100644
--- a/skills/frontend-mobile-security-xss-scan/SKILL.md
+++ b/skills/frontend-mobile-security-xss-scan/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-mobile-security-xss-scan
-description: "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
+description: You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # XSS Vulnerability Scanner for Frontend Code
diff --git a/skills/frontend-security-coder/SKILL.md b/skills/frontend-security-coder/SKILL.md
index 97e38cd3..c54adb9f 100644
--- a/skills/frontend-security-coder/SKILL.md
+++ b/skills/frontend-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure frontend coding practices specializing in XSS prev
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/frontend-slides/SKILL.md b/skills/frontend-slides/SKILL.md
index a5b82a94..2fed2438 100644
--- a/skills/frontend-slides/SKILL.md
+++ b/skills/frontend-slides/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-slides
-description: "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
+description: Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...
 risk: safe
-source: "https://github.com/zarazhangrui/frontend-slides"
-date_added: "2026-02-27"
+source: https://github.com/zarazhangrui/frontend-slides
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Slides Skill
diff --git a/skills/frontend-ui-dark-ts/SKILL.md b/skills/frontend-ui-dark-ts/SKILL.md
index 2c4658ea..73ca829f 100644
--- a/skills/frontend-ui-dark-ts/SKILL.md
+++ b/skills/frontend-ui-dark-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-ui-dark-ts
-description: "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
+description: Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend UI Dark Theme (TypeScript)
diff --git a/skills/full-stack-orchestration-full-stack-feature/SKILL.md b/skills/full-stack-orchestration-full-stack-feature/SKILL.md
index f9b0b4d6..e7c3e7de 100644
--- a/skills/full-stack-orchestration-full-stack-feature/SKILL.md
+++ b/skills/full-stack-orchestration-full-stack-feature/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: full-stack-orchestration-full-stack-feature
-description: "Use when working with full stack orchestration full stack feature"
+description: Use when working with full stack orchestration full stack feature
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/game-development/2d-games/SKILL.md b/skills/game-development/2d-games/SKILL.md
index 5ff8b6b2..ba9d9fc3 100644
--- a/skills/game-development/2d-games/SKILL.md
+++ b/skills/game-development/2d-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 2d-games
-description: "2D game development principles. Sprites, tilemaps, physics, camera."
+description: 2D game development principles. Sprites, tilemaps, physics, camera.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # 2D Game Development
diff --git a/skills/game-development/3d-games/SKILL.md b/skills/game-development/3d-games/SKILL.md
index 7734480a..5314fa29 100644
--- a/skills/game-development/3d-games/SKILL.md
+++ b/skills/game-development/3d-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 3d-games
-description: "3D game development principles. Rendering, shaders, physics, cameras."
+description: 3D game development principles. Rendering, shaders, physics, cameras.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # 3D Game Development
diff --git a/skills/game-development/SKILL.md b/skills/game-development/SKILL.md
index 61d1e93b..5bc42c86 100644
--- a/skills/game-development/SKILL.md
+++ b/skills/game-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-development
-description: "Game development orchestrator. Routes to platform-specific skills based on project needs."
+description: Game development orchestrator. Routes to platform-specific skills based on project needs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Development
diff --git a/skills/game-development/game-art/SKILL.md b/skills/game-development/game-art/SKILL.md
index ce692a03..acfc97a7 100644
--- a/skills/game-development/game-art/SKILL.md
+++ b/skills/game-development/game-art/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-art
-description: "Game art principles. Visual style selection, asset pipeline, animation workflow."
+description: Game art principles. Visual style selection, asset pipeline, animation workflow.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Art Principles
diff --git a/skills/game-development/game-audio/SKILL.md b/skills/game-development/game-audio/SKILL.md
index 6b4cf651..0c9c917e 100644
--- a/skills/game-development/game-audio/SKILL.md
+++ b/skills/game-development/game-audio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-audio
-description: "Game audio principles. Sound design, music integration, adaptive audio systems."
+description: Game audio principles. Sound design, music integration, adaptive audio systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Game Audio Principles
diff --git a/skills/game-development/game-design/SKILL.md b/skills/game-development/game-design/SKILL.md
index e7ef3461..9c09de4f 100644
--- a/skills/game-development/game-design/SKILL.md
+++ b/skills/game-development/game-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-design
-description: "Game design principles. GDD structure, balancing, player psychology, progression."
+description: Game design principles. GDD structure, balancing, player psychology, progression.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Design Principles
diff --git a/skills/game-development/mobile-games/SKILL.md b/skills/game-development/mobile-games/SKILL.md
index e503e123..b903d014 100644
--- a/skills/game-development/mobile-games/SKILL.md
+++ b/skills/game-development/mobile-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mobile-games
-description: "Mobile game development principles. Touch input, battery, performance, app stores."
+description: Mobile game development principles. Touch input, battery, performance, app stores.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Mobile Game Development
diff --git a/skills/game-development/multiplayer/SKILL.md b/skills/game-development/multiplayer/SKILL.md
index 45c9b8af..42cd1d40 100644
--- a/skills/game-development/multiplayer/SKILL.md
+++ b/skills/game-development/multiplayer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multiplayer
-description: "Multiplayer game development principles. Architecture, networking, synchronization."
+description: Multiplayer game development principles. Architecture, networking, synchronization.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Multiplayer Game Development
diff --git a/skills/game-development/pc-games/SKILL.md b/skills/game-development/pc-games/SKILL.md
index 379ec0ce..3045d73a 100644
--- a/skills/game-development/pc-games/SKILL.md
+++ b/skills/game-development/pc-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pc-games
-description: "PC and console game development principles. Engine selection, platform features, optimization strategies."
+description: PC and console game development principles. Engine selection, platform features, optimization strategies.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # PC/Console Game Development
diff --git a/skills/game-development/vr-ar/SKILL.md b/skills/game-development/vr-ar/SKILL.md
index 6a8bad35..124e3c1e 100644
--- a/skills/game-development/vr-ar/SKILL.md
+++ b/skills/game-development/vr-ar/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vr-ar
-description: "VR/AR development principles. Comfort, interaction, performance requirements."
+description: VR/AR development principles. Comfort, interaction, performance requirements.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # VR/AR Development
diff --git a/skills/game-development/web-games/SKILL.md b/skills/game-development/web-games/SKILL.md
index 6a5090f2..71f05610 100644
--- a/skills/game-development/web-games/SKILL.md
+++ b/skills/game-development/web-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-games
-description: "Web browser game development principles. Framework selection, WebGPU, optimization, PWA."
+description: Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Browser Game Development
diff --git a/skills/gcp-cloud-run/SKILL.md b/skills/gcp-cloud-run/SKILL.md
index b2065436..a62e8c64 100644
--- a/skills/gcp-cloud-run/SKILL.md
+++ b/skills/gcp-cloud-run/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gcp-cloud-run
-description: "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
+description: Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # GCP Cloud Run
diff --git a/skills/gdpr-data-handling/SKILL.md b/skills/gdpr-data-handling/SKILL.md
index 1dca7f20..94ae8548 100644
--- a/skills/gdpr-data-handling/SKILL.md
+++ b/skills/gdpr-data-handling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gdpr-data-handling
-description: "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
+description: Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # GDPR Data Handling
diff --git a/skills/gemini-api-dev/SKILL.md b/skills/gemini-api-dev/SKILL.md
index 0dd0e8d9..e64961ce 100644
--- a/skills/gemini-api-dev/SKILL.md
+++ b/skills/gemini-api-dev/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gemini-api-dev
-description: "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
+description: Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Gemini API Development Skill
diff --git a/skills/gemini-api-integration/SKILL.md b/skills/gemini-api-integration/SKILL.md
index e1640d04..3deae959 100644
--- a/skills/gemini-api-integration/SKILL.md
+++ b/skills/gemini-api-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gemini-api-integration
-description: "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices."
+description: Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.
 risk: safe
 source: community
-date_added: "2026-03-04"
+date_added: '2026-03-04'
+category: backend
 ---
 
 # Gemini API Integration
diff --git a/skills/geo-fundamentals/SKILL.md b/skills/geo-fundamentals/SKILL.md
index d2af3da7..a0ddb4ee 100644
--- a/skills/geo-fundamentals/SKILL.md
+++ b/skills/geo-fundamentals/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: geo-fundamentals
-description: "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
+description: Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # GEO Fundamentals
diff --git a/skills/git-advanced-workflows/SKILL.md b/skills/git-advanced-workflows/SKILL.md
index 137ba006..be13f699 100644
--- a/skills/git-advanced-workflows/SKILL.md
+++ b/skills/git-advanced-workflows/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-advanced-workflows
-description: "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
+description: Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Git Advanced Workflows
diff --git a/skills/git-pr-workflows-git-workflow/SKILL.md b/skills/git-pr-workflows-git-workflow/SKILL.md
index 64495646..997a9e9b 100644
--- a/skills/git-pr-workflows-git-workflow/SKILL.md
+++ b/skills/git-pr-workflows-git-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-git-workflow
-description: "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
+description: Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Complete Git Workflow with Multi-Agent Orchestration
diff --git a/skills/git-pr-workflows-onboard/SKILL.md b/skills/git-pr-workflows-onboard/SKILL.md
index b6e8dc18..eeab070b 100644
--- a/skills/git-pr-workflows-onboard/SKILL.md
+++ b/skills/git-pr-workflows-onboard/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-onboard
-description: "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
+description: You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Onboard
diff --git a/skills/git-pr-workflows-pr-enhance/SKILL.md b/skills/git-pr-workflows-pr-enhance/SKILL.md
index 49c57f0b..d1c4abfb 100644
--- a/skills/git-pr-workflows-pr-enhance/SKILL.md
+++ b/skills/git-pr-workflows-pr-enhance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-pr-enhance
-description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
+description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Pull Request Enhancement
diff --git a/skills/git-pushing/SKILL.md b/skills/git-pushing/SKILL.md
index f72b0f8d..1253990b 100644
--- a/skills/git-pushing/SKILL.md
+++ b/skills/git-pushing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pushing
-description: "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
+description: Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Git Push Workflow
diff --git a/skills/github-actions-templates/SKILL.md b/skills/github-actions-templates/SKILL.md
index c10ac59a..e3b8c3e7 100644
--- a/skills/github-actions-templates/SKILL.md
+++ b/skills/github-actions-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-actions-templates
-description: "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
+description: Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Actions Templates
diff --git a/skills/github-automation/SKILL.md b/skills/github-automation/SKILL.md
index 0d1d820c..d7dd29aa 100644
--- a/skills/github-automation/SKILL.md
+++ b/skills/github-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-automation
-description: "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
+description: Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Automation via Rube MCP
diff --git a/skills/github-issue-creator/SKILL.md b/skills/github-issue-creator/SKILL.md
index ac90a421..61762ebd 100644
--- a/skills/github-issue-creator/SKILL.md
+++ b/skills/github-issue-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-issue-creator
-description: "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
+description: Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # GitHub Issue Creator
diff --git a/skills/github-workflow-automation/SKILL.md b/skills/github-workflow-automation/SKILL.md
index 2bc64077..5b7d13e1 100644
--- a/skills/github-workflow-automation/SKILL.md
+++ b/skills/github-workflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-workflow-automation
-description: "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
+description: Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # 🔧 GitHub Workflow Automation
diff --git a/skills/gitlab-automation/SKILL.md b/skills/gitlab-automation/SKILL.md
index c434a7a6..aa5d1401 100644
--- a/skills/gitlab-automation/SKILL.md
+++ b/skills/gitlab-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitlab-automation
-description: "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # GitLab Automation via Rube MCP
diff --git a/skills/gitlab-ci-patterns/SKILL.md b/skills/gitlab-ci-patterns/SKILL.md
index 7bc4a225..e24a8e2b 100644
--- a/skills/gitlab-ci-patterns/SKILL.md
+++ b/skills/gitlab-ci-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitlab-ci-patterns
-description: "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
+description: Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitLab CI Patterns
diff --git a/skills/gitops-workflow/SKILL.md b/skills/gitops-workflow/SKILL.md
index 9032b59a..8de8956d 100644
--- a/skills/gitops-workflow/SKILL.md
+++ b/skills/gitops-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitops-workflow
-description: "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
+description: Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitOps Workflow
diff --git a/skills/gmail-automation/SKILL.md b/skills/gmail-automation/SKILL.md
index b239d3e7..45cc6b18 100644
--- a/skills/gmail-automation/SKILL.md
+++ b/skills/gmail-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gmail-automation
-description: "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
+description: 'Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Gmail Automation via Rube MCP
diff --git a/skills/go-concurrency-patterns/SKILL.md b/skills/go-concurrency-patterns/SKILL.md
index f66bf879..e017f61f 100644
--- a/skills/go-concurrency-patterns/SKILL.md
+++ b/skills/go-concurrency-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-concurrency-patterns
-description: "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
+description: Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Go Concurrency Patterns
diff --git a/skills/go-playwright/SKILL.md b/skills/go-playwright/SKILL.md
index dd64b2d1..f6e47ed9 100644
--- a/skills/go-playwright/SKILL.md
+++ b/skills/go-playwright/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-playwright
-description: "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
+description: Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
 risk: safe
-source: "https://github.com/playwright-community/playwright-go"
-date_added: "2026-02-27"
+source: https://github.com/playwright-community/playwright-go
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Playwright Go Automation Expert
diff --git a/skills/go-rod-master/SKILL.md b/skills/go-rod-master/SKILL.md
index 01f5ae30..365cfce0 100644
--- a/skills/go-rod-master/SKILL.md
+++ b/skills/go-rod-master/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-rod-master
-description: "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
+description: Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
 risk: safe
-source: "https://github.com/go-rod/rod"
-date_added: "2026-02-27"
+source: https://github.com/go-rod/rod
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Go-Rod Browser Automation Master
diff --git a/skills/godot-4-migration/SKILL.md b/skills/godot-4-migration/SKILL.md
index 06005082..21359eee 100644
--- a/skills/godot-4-migration/SKILL.md
+++ b/skills/godot-4-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: godot-4-migration
-description: "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
+description: Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Godot 4 Migration Guide
diff --git a/skills/godot-gdscript-patterns/SKILL.md b/skills/godot-gdscript-patterns/SKILL.md
index ae797eb0..d87cdd37 100644
--- a/skills/godot-gdscript-patterns/SKILL.md
+++ b/skills/godot-gdscript-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: godot-gdscript-patterns
-description: "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
+description: Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Godot GDScript Patterns
diff --git a/skills/golang-pro/SKILL.md b/skills/golang-pro/SKILL.md
index 8616405d..2457418a 100644
--- a/skills/golang-pro/SKILL.md
+++ b/skills/golang-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Go 1.21+ with modern patterns, advanced concurrency, perform
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.
 
diff --git a/skills/google-analytics-automation/SKILL.md b/skills/google-analytics-automation/SKILL.md
index 40936764..87cc5035 100644
--- a/skills/google-analytics-automation/SKILL.md
+++ b/skills/google-analytics-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-analytics-automation
-description: "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
+description: 'Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Analytics Automation via Rube MCP
diff --git a/skills/google-calendar-automation/SKILL.md b/skills/google-calendar-automation/SKILL.md
index 00908f7c..c6e91002 100644
--- a/skills/google-calendar-automation/SKILL.md
+++ b/skills/google-calendar-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-calendar-automation
-description: "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
+description: Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Calendar Automation via Rube MCP
diff --git a/skills/google-drive-automation/SKILL.md b/skills/google-drive-automation/SKILL.md
index 027e77f4..9274ec32 100644
--- a/skills/google-drive-automation/SKILL.md
+++ b/skills/google-drive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-drive-automation
-description: "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
+description: Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Drive Automation via Rube MCP
diff --git a/skills/googlesheets-automation/SKILL.md b/skills/googlesheets-automation/SKILL.md
index dba2cfda..512fd869 100644
--- a/skills/googlesheets-automation/SKILL.md
+++ b/skills/googlesheets-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: googlesheets-automation
-description: "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
+description: Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Sheets Automation via Rube MCP
diff --git a/skills/grafana-dashboards/SKILL.md b/skills/grafana-dashboards/SKILL.md
index 61baa475..cbee3fc7 100644
--- a/skills/grafana-dashboards/SKILL.md
+++ b/skills/grafana-dashboards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: grafana-dashboards
-description: "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
+description: Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Grafana Dashboards
diff --git a/skills/graphql-architect/SKILL.md b/skills/graphql-architect/SKILL.md
index a5f61ac2..100f347e 100644
--- a/skills/graphql-architect/SKILL.md
+++ b/skills/graphql-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern GraphQL with federation, performance optimization, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/skills/graphql/SKILL.md b/skills/graphql/SKILL.md
index 31b7b468..c16f409e 100644
--- a/skills/graphql/SKILL.md
+++ b/skills/graphql/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: graphql
-description: "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
+description: GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # GraphQL
diff --git a/skills/grpc-golang/SKILL.md b/skills/grpc-golang/SKILL.md
index 68d41360..8b80df0d 100644
--- a/skills/grpc-golang/SKILL.md
+++ b/skills/grpc-golang/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: grpc-golang
-description: "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
+description: Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # gRPC Golang (gRPC-Go)
diff --git a/skills/helm-chart-scaffolding/SKILL.md b/skills/helm-chart-scaffolding/SKILL.md
index 7905d3ee..6365a5a6 100644
--- a/skills/helm-chart-scaffolding/SKILL.md
+++ b/skills/helm-chart-scaffolding/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: helm-chart-scaffolding
-description: "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
+description: Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Helm Chart Scaffolding
diff --git a/skills/helpdesk-automation/SKILL.md b/skills/helpdesk-automation/SKILL.md
index 6e7cbd4e..a7d86a85 100644
--- a/skills/helpdesk-automation/SKILL.md
+++ b/skills/helpdesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: helpdesk-automation
-description: "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
+description: 'Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # HelpDesk Automation via Rube MCP
diff --git a/skills/hig-components-content/SKILL.md b/skills/hig-components-content/SKILL.md
index 3be2dc41..87261c5c 100644
--- a/skills/hig-components-content/SKILL.md
+++ b/skills/hig-components-content/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for content display components.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # Apple HIG: Content Components
diff --git a/skills/hig-components-controls/SKILL.md b/skills/hig-components-controls/SKILL.md
index de0d57e4..07701d03 100644
--- a/skills/hig-components-controls/SKILL.md
+++ b/skills/hig-components-controls/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for selection and input controls including picke
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Selection and Input Controls
diff --git a/skills/hig-components-dialogs/SKILL.md b/skills/hig-components-dialogs/SKILL.md
index 564ae0d6..1f8fac73 100644
--- a/skills/hig-components-dialogs/SKILL.md
+++ b/skills/hig-components-dialogs/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for presentation components including alerts, ac
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Presentation Components
diff --git a/skills/hig-components-layout/SKILL.md b/skills/hig-components-layout/SKILL.md
index a1f32ca7..7740f049 100644
--- a/skills/hig-components-layout/SKILL.md
+++ b/skills/hig-components-layout/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for layout and navigation componen
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Layout and Navigation Components
diff --git a/skills/hig-components-menus/SKILL.md b/skills/hig-components-menus/SKILL.md
index 3e03477e..73a5f555 100644
--- a/skills/hig-components-menus/SKILL.md
+++ b/skills/hig-components-menus/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for menu and button components including menus,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Menus and Buttons
diff --git a/skills/hig-components-search/SKILL.md b/skills/hig-components-search/SKILL.md
index 6927481d..e39147bb 100644
--- a/skills/hig-components-search/SKILL.md
+++ b/skills/hig-components-search/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for navigation-related components including sear
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Navigation Components
diff --git a/skills/hig-components-status/SKILL.md b/skills/hig-components-status/SKILL.md
index 2ad17aac..6c3e12ea 100644
--- a/skills/hig-components-status/SKILL.md
+++ b/skills/hig-components-status/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for status and progress UI components including
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Status Components
diff --git a/skills/hig-components-system/SKILL.md b/skills/hig-components-system/SKILL.md
index e504853d..1d6d3073 100644
--- a/skills/hig-components-system/SKILL.md
+++ b/skills/hig-components-system/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for system experience components: widgets, live
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: System Experiences
diff --git a/skills/hig-foundations/SKILL.md b/skills/hig-foundations/SKILL.md
index 4c6ed762..6f916ea5 100644
--- a/skills/hig-foundations/SKILL.md
+++ b/skills/hig-foundations/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines design foundations.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: Design Foundations
diff --git a/skills/hig-inputs/SKILL.md b/skills/hig-inputs/SKILL.md
index 17ffc569..9023290f 100644
--- a/skills/hig-inputs/SKILL.md
+++ b/skills/hig-inputs/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for input methods and interaction patterns: ges
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Apple HIG: Inputs
diff --git a/skills/hig-patterns/SKILL.md b/skills/hig-patterns/SKILL.md
index 1f00eb63..1c2aeb3f 100644
--- a/skills/hig-patterns/SKILL.md
+++ b/skills/hig-patterns/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines interaction and UX patterns.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: Interaction Patterns
diff --git a/skills/hig-platforms/SKILL.md b/skills/hig-platforms/SKILL.md
index f2b72218..9647e78a 100644
--- a/skills/hig-platforms/SKILL.md
+++ b/skills/hig-platforms/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for platform-specific design.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 # Apple HIG: Platform Design
diff --git a/skills/hig-project-context/SKILL.md b/skills/hig-project-context/SKILL.md
index ca8e9e85..eadd19e9 100644
--- a/skills/hig-project-context/SKILL.md
+++ b/skills/hig-project-context/SKILL.md
@@ -4,6 +4,7 @@ description: Create or update a shared Apple design context document that other
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Apple HIG: Project Context
diff --git a/skills/hig-technologies/SKILL.md b/skills/hig-technologies/SKILL.md
index 75834e5e..6559cfa1 100644
--- a/skills/hig-technologies/SKILL.md
+++ b/skills/hig-technologies/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for Apple technology integrations: Siri, Apple
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Apple HIG: Technologies
diff --git a/skills/hosted-agents-v2-py/SKILL.md b/skills/hosted-agents-v2-py/SKILL.md
index 58ff1e56..3bf726bc 100644
--- a/skills/hosted-agents-v2-py/SKILL.md
+++ b/skills/hosted-agents-v2-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hosted-agents-v2-py
-description: "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
+description: Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/skills/hr-pro/SKILL.md b/skills/hr-pro/SKILL.md
index bfd8a2fa..7f062038 100644
--- a/skills/hr-pro/SKILL.md
+++ b/skills/hr-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Professional, ethical HR partner for hiring, onboarding/offboarding
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/skills/html-injection-testing/SKILL.md b/skills/html-injection-testing/SKILL.md
index 889731f4..bec404fd 100644
--- a/skills/html-injection-testing/SKILL.md
+++ b/skills/html-injection-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: html-injection-testing
-description: "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
+description: This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # HTML Injection Testing
diff --git a/skills/hubspot-automation/SKILL.md b/skills/hubspot-automation/SKILL.md
index e70e9d90..8876a023 100644
--- a/skills/hubspot-automation/SKILL.md
+++ b/skills/hubspot-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hubspot-automation
-description: "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
+description: Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # HubSpot CRM Automation via Rube MCP
diff --git a/skills/hubspot-integration/SKILL.md b/skills/hubspot-integration/SKILL.md
index 699ac945..75ddf8b8 100644
--- a/skills/hubspot-integration/SKILL.md
+++ b/skills/hubspot-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hubspot-integration
-description: "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
+description: 'Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # HubSpot Integration
diff --git a/skills/hugging-face-cli/SKILL.md b/skills/hugging-face-cli/SKILL.md
index 7f8d35b2..55e4b23d 100644
--- a/skills/hugging-face-cli/SKILL.md
+++ b/skills/hugging-face-cli/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hugging-face-cli
-description: "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
+description: Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...
 risk: safe
-source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli"
-date_added: "2026-02-27"
+source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Hugging Face CLI
diff --git a/skills/hugging-face-jobs/SKILL.md b/skills/hugging-face-jobs/SKILL.md
index 95bbd469..ba6f8a2c 100644
--- a/skills/hugging-face-jobs/SKILL.md
+++ b/skills/hugging-face-jobs/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hugging-face-jobs
-description: "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
+description: This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...
 risk: safe
-source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs"
-date_added: "2026-02-27"
+source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Running Workloads on Hugging Face Jobs
diff --git a/skills/hybrid-cloud-architect/SKILL.md b/skills/hybrid-cloud-architect/SKILL.md
index d8291906..dc48ff55 100644
--- a/skills/hybrid-cloud-architect/SKILL.md
+++ b/skills/hybrid-cloud-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert hybrid cloud architect specializing in complex multi-cloud s
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/hybrid-cloud-networking/SKILL.md b/skills/hybrid-cloud-networking/SKILL.md
index 52cc72aa..518fb8ee 100644
--- a/skills/hybrid-cloud-networking/SKILL.md
+++ b/skills/hybrid-cloud-networking/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hybrid-cloud-networking
-description: "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
+description: Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Hybrid Cloud Networking
diff --git a/skills/hybrid-search-implementation/SKILL.md b/skills/hybrid-search-implementation/SKILL.md
index 582864de..0072d829 100644
--- a/skills/hybrid-search-implementation/SKILL.md
+++ b/skills/hybrid-search-implementation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hybrid-search-implementation
-description: "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
+description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Hybrid Search Implementation
diff --git a/skills/idor-testing/SKILL.md b/skills/idor-testing/SKILL.md
index 24dcfcf2..d7ba30f0 100644
--- a/skills/idor-testing/SKILL.md
+++ b/skills/idor-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: idor-testing
-description: "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
+description: This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or obje...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # IDOR Vulnerability Testing
diff --git a/skills/imagen/SKILL.md b/skills/imagen/SKILL.md
index f9b51d85..d166b007 100644
--- a/skills/imagen/SKILL.md
+++ b/skills/imagen/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: imagen
-description: "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
+description: AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
 risk: safe
-source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen"
-date_added: "2026-02-27"
+source: https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen
+date_added: '2026-02-27'
+category: content
 ---
 
 # Imagen - AI Image Generation Skill
diff --git a/skills/incident-responder/SKILL.md b/skills/incident-responder/SKILL.md
index dd407f57..3ae9c8ce 100644
--- a/skills/incident-responder/SKILL.md
+++ b/skills/incident-responder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert SRE incident responder specializing in rapid problem resolut
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/incident-response-smart-fix/SKILL.md b/skills/incident-response-smart-fix/SKILL.md
index e387c8a6..b2e61779 100644
--- a/skills/incident-response-smart-fix/SKILL.md
+++ b/skills/incident-response-smart-fix/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: incident-response-smart-fix
-description: "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
+description: '[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Intelligent Issue Resolution with Multi-Agent Orchestration
diff --git a/skills/infinite-gratitude/SKILL.md b/skills/infinite-gratitude/SKILL.md
index 11c242fe..b0dcbd89 100644
--- a/skills/infinite-gratitude/SKILL.md
+++ b/skills/infinite-gratitude/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: infinite-gratitude
-description: "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
+description: Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
 risk: safe
-source: "https://github.com/sstklen/infinite-gratitude"
-date_added: "2026-02-27"
+source: https://github.com/sstklen/infinite-gratitude
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Infinite Gratitude
diff --git a/skills/inngest/SKILL.md b/skills/inngest/SKILL.md
index df912901..5f398855 100644
--- a/skills/inngest/SKILL.md
+++ b/skills/inngest/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: inngest
-description: "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
+description: 'Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Inngest Integration
diff --git a/skills/instagram-automation/SKILL.md b/skills/instagram-automation/SKILL.md
index bfe20d8a..096ff1d5 100644
--- a/skills/instagram-automation/SKILL.md
+++ b/skills/instagram-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: instagram-automation
-description: "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
+description: 'Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Instagram Automation via Rube MCP
diff --git a/skills/interactive-portfolio/SKILL.md b/skills/interactive-portfolio/SKILL.md
index fe03e977..c2c5d4fe 100644
--- a/skills/interactive-portfolio/SKILL.md
+++ b/skills/interactive-portfolio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: interactive-portfolio
-description: "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
+description: Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Interactive Portfolio
diff --git a/skills/intercom-automation/SKILL.md b/skills/intercom-automation/SKILL.md
index b25d97c5..a1604445 100644
--- a/skills/intercom-automation/SKILL.md
+++ b/skills/intercom-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: intercom-automation
-description: "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
+description: 'Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Intercom Automation via Rube MCP
diff --git a/skills/internal-comms-anthropic/SKILL.md b/skills/internal-comms-anthropic/SKILL.md
index a09d4614..524e51f4 100644
--- a/skills/internal-comms-anthropic/SKILL.md
+++ b/skills/internal-comms-anthropic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: internal-comms-anthropic
-description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 ## When to use this skill
diff --git a/skills/internal-comms-community/SKILL.md b/skills/internal-comms-community/SKILL.md
index c76211c3..013a97c5 100644
--- a/skills/internal-comms-community/SKILL.md
+++ b/skills/internal-comms-community/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: internal-comms-community
-description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 ## When to use this skill
diff --git a/skills/inventory-demand-planning/SKILL.md b/skills/inventory-demand-planning/SKILL.md
index 7396ab51..8b549ed1 100644
--- a/skills/inventory-demand-planning/SKILL.md
+++ b/skills/inventory-demand-planning/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for demand forecasting, safety stock optimisatio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use
diff --git a/skills/ios-developer/SKILL.md b/skills/ios-developer/SKILL.md
index 54d4b2d0..7ebc9c92 100644
--- a/skills/ios-developer/SKILL.md
+++ b/skills/ios-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 ## Use this skill when
diff --git a/skills/istio-traffic-management/SKILL.md b/skills/istio-traffic-management/SKILL.md
index 2aa3a892..a3df7d40 100644
--- a/skills/istio-traffic-management/SKILL.md
+++ b/skills/istio-traffic-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: istio-traffic-management
-description: "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
+description: Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Istio Traffic Management
diff --git a/skills/iterate-pr/SKILL.md b/skills/iterate-pr/SKILL.md
index 8f9ff27d..3ad87217 100644
--- a/skills/iterate-pr/SKILL.md
+++ b/skills/iterate-pr/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: iterate-pr
-description: "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
+description: Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Iterate on PR Until CI Passes
diff --git a/skills/java-pro/SKILL.md b/skills/java-pro/SKILL.md
index b8146afa..2124cdb7 100644
--- a/skills/java-pro/SKILL.md
+++ b/skills/java-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Java 21+ with modern features like virtual threads, pattern
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/javascript-mastery/SKILL.md b/skills/javascript-mastery/SKILL.md
index a2390471..6ea6b82d 100644
--- a/skills/javascript-mastery/SKILL.md
+++ b/skills/javascript-mastery/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-mastery
-description: "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
+description: Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # 🧠 JavaScript Mastery
diff --git a/skills/javascript-pro/SKILL.md b/skills/javascript-pro/SKILL.md
index 35d67164..322b1afe 100644
--- a/skills/javascript-pro/SKILL.md
+++ b/skills/javascript-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern JavaScript with ES6+, async patterns, and Node.js API
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a JavaScript expert specializing in modern JS and async programming.
 
diff --git a/skills/javascript-testing-patterns/SKILL.md b/skills/javascript-testing-patterns/SKILL.md
index 61c117e3..3cbdfb41 100644
--- a/skills/javascript-testing-patterns/SKILL.md
+++ b/skills/javascript-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-testing-patterns
-description: "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
+description: Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # JavaScript Testing Patterns
diff --git a/skills/javascript-typescript-typescript-scaffold/SKILL.md b/skills/javascript-typescript-typescript-scaffold/SKILL.md
index e10947da..d94820e2 100644
--- a/skills/javascript-typescript-typescript-scaffold/SKILL.md
+++ b/skills/javascript-typescript-typescript-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-typescript-typescript-scaffold
-description: "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
+description: You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # TypeScript Project Scaffolding
diff --git a/skills/jira-automation/SKILL.md b/skills/jira-automation/SKILL.md
index b8cce785..14535dde 100644
--- a/skills/jira-automation/SKILL.md
+++ b/skills/jira-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: jira-automation
-description: "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
+description: 'Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Jira Automation via Rube MCP
diff --git a/skills/julia-pro/SKILL.md b/skills/julia-pro/SKILL.md
index 2a1f4cbf..e730c59d 100644
--- a/skills/julia-pro/SKILL.md
+++ b/skills/julia-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Julia 1.10+ with modern features, performance optimization,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/skills/k8s-manifest-generator/SKILL.md b/skills/k8s-manifest-generator/SKILL.md
index dbdce24f..455cd1ee 100644
--- a/skills/k8s-manifest-generator/SKILL.md
+++ b/skills/k8s-manifest-generator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: k8s-manifest-generator
-description: "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
+description: Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Kubernetes Manifest Generator
diff --git a/skills/k8s-security-policies/SKILL.md b/skills/k8s-security-policies/SKILL.md
index 23ace56b..a3fca7e3 100644
--- a/skills/k8s-security-policies/SKILL.md
+++ b/skills/k8s-security-policies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: k8s-security-policies
-description: "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
+description: Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Kubernetes Security Policies
diff --git a/skills/kaizen/SKILL.md b/skills/kaizen/SKILL.md
index 7b4ecbe2..4671b470 100644
--- a/skills/kaizen/SKILL.md
+++ b/skills/kaizen/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kaizen
-description: "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
+description: Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Kaizen: Continuous Improvement
diff --git a/skills/klaviyo-automation/SKILL.md b/skills/klaviyo-automation/SKILL.md
index 90190308..d3b2bc99 100644
--- a/skills/klaviyo-automation/SKILL.md
+++ b/skills/klaviyo-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: klaviyo-automation
-description: "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
+description: 'Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Klaviyo Automation via Rube MCP
diff --git a/skills/kotlin-coroutines-expert/SKILL.md b/skills/kotlin-coroutines-expert/SKILL.md
index 3cc1d32b..ed8be79a 100644
--- a/skills/kotlin-coroutines-expert/SKILL.md
+++ b/skills/kotlin-coroutines-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kotlin-coroutines-expert
-description: "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
+description: Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Kotlin Coroutines Expert
diff --git a/skills/kpi-dashboard-design/SKILL.md b/skills/kpi-dashboard-design/SKILL.md
index 8b13f4b5..a003dbd8 100644
--- a/skills/kpi-dashboard-design/SKILL.md
+++ b/skills/kpi-dashboard-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kpi-dashboard-design
-description: "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
+description: Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # KPI Dashboard Design
diff --git a/skills/kubernetes-architect/SKILL.md b/skills/kubernetes-architect/SKILL.md
index 22c1eb01..e72e60ea 100644
--- a/skills/kubernetes-architect/SKILL.md
+++ b/skills/kubernetes-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert Kubernetes architect specializing in cloud-native infrastruc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.
 
diff --git a/skills/langchain-architecture/SKILL.md b/skills/langchain-architecture/SKILL.md
index ab3ff920..8c6beb1b 100644
--- a/skills/langchain-architecture/SKILL.md
+++ b/skills/langchain-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langchain-architecture
-description: "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
+description: Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangChain Architecture
diff --git a/skills/langfuse/SKILL.md b/skills/langfuse/SKILL.md
index cb4284ce..5ad92de5 100644
--- a/skills/langfuse/SKILL.md
+++ b/skills/langfuse/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langfuse
-description: "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
+description: Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Langfuse
diff --git a/skills/langgraph/SKILL.md b/skills/langgraph/SKILL.md
index 5dd3b126..aa1d59e7 100644
--- a/skills/langgraph/SKILL.md
+++ b/skills/langgraph/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langgraph
-description: "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
+description: Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangGraph
diff --git a/skills/laravel-expert/SKILL.md b/skills/laravel-expert/SKILL.md
index 1d86e2e9..d6160cda 100644
--- a/skills/laravel-expert/SKILL.md
+++ b/skills/laravel-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: laravel-expert
-description: "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
+description: Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Laravel Expert
diff --git a/skills/laravel-security-audit/SKILL.md b/skills/laravel-security-audit/SKILL.md
index 130957bc..1e8c0a31 100644
--- a/skills/laravel-security-audit/SKILL.md
+++ b/skills/laravel-security-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: laravel-security-audit
-description: "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
+description: Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Laravel Security Audit
diff --git a/skills/last30days/SKILL.md b/skills/last30days/SKILL.md
index 44a52460..f4e43083 100644
--- a/skills/last30days/SKILL.md
+++ b/skills/last30days/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: last30days
-description: "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
+description: Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # last30days: Research Any Topic from the Last 30 Days
diff --git a/skills/legal-advisor/SKILL.md b/skills/legal-advisor/SKILL.md
index 751fefcf..86c822dd 100644
--- a/skills/legal-advisor/SKILL.md
+++ b/skills/legal-advisor/SKILL.md
@@ -4,6 +4,7 @@ description: Draft privacy policies, terms of service, disclaimers, and legal no
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/skills/lightning-architecture-review/SKILL.md b/skills/lightning-architecture-review/SKILL.md
index 83ce8c2d..e755a278 100644
--- a/skills/lightning-architecture-review/SKILL.md
+++ b/skills/lightning-architecture-review/SKILL.md
@@ -4,6 +4,7 @@ description: Review Bitcoin Lightning Network protocol designs, compare channel
 risk: unknown
 source: community
 date_added: '2026-03-03'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/lightning-factory-explainer/SKILL.md b/skills/lightning-factory-explainer/SKILL.md
index 25d4e3ac..5c82def2 100644
--- a/skills/lightning-factory-explainer/SKILL.md
+++ b/skills/lightning-factory-explainer/SKILL.md
@@ -4,6 +4,7 @@ description: Explain Bitcoin Lightning channel factories and the SuperScalar pro
 risk: unknown
 source: community
 date_added: '2026-03-03'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/linear-automation/SKILL.md b/skills/linear-automation/SKILL.md
index 55716327..a40f1e0b 100644
--- a/skills/linear-automation/SKILL.md
+++ b/skills/linear-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linear-automation
-description: "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
+description: 'Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Linear Automation via Rube MCP
diff --git a/skills/linkedin-automation/SKILL.md b/skills/linkedin-automation/SKILL.md
index 65a38ce9..922aec24 100644
--- a/skills/linkedin-automation/SKILL.md
+++ b/skills/linkedin-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkedin-automation
-description: "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
+description: 'Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # LinkedIn Automation via Rube MCP
diff --git a/skills/linkedin-cli/SKILL.md b/skills/linkedin-cli/SKILL.md
index cd48897f..5ba97bfe 100644
--- a/skills/linkedin-cli/SKILL.md
+++ b/skills/linkedin-cli/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkedin-cli
-description: "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
+description: 'Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.'
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## When to Use
diff --git a/skills/linkerd-patterns/SKILL.md b/skills/linkerd-patterns/SKILL.md
index 5e825d15..463b016f 100644
--- a/skills/linkerd-patterns/SKILL.md
+++ b/skills/linkerd-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkerd-patterns
-description: "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
+description: Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Linkerd Patterns
diff --git a/skills/lint-and-validate/SKILL.md b/skills/lint-and-validate/SKILL.md
index 55ea1df8..79ae2d7b 100644
--- a/skills/lint-and-validate/SKILL.md
+++ b/skills/lint-and-validate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: lint-and-validate
-description: "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
+description: 'Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Lint and Validate Skill
diff --git a/skills/linux-privilege-escalation/SKILL.md b/skills/linux-privilege-escalation/SKILL.md
index caac0754..8e4bdb6a 100644
--- a/skills/linux-privilege-escalation/SKILL.md
+++ b/skills/linux-privilege-escalation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linux-privilege-escalation
-description: "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
+description: This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "ex...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Linux Privilege Escalation
diff --git a/skills/linux-shell-scripting/SKILL.md b/skills/linux-shell-scripting/SKILL.md
index 7960dddf..9da9df30 100644
--- a/skills/linux-shell-scripting/SKILL.md
+++ b/skills/linux-shell-scripting/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linux-shell-scripting
-description: "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
+description: This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production she...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Linux Production Shell Scripts
diff --git a/skills/llm-app-patterns/SKILL.md b/skills/llm-app-patterns/SKILL.md
index e10774a2..0204a0bf 100644
--- a/skills/llm-app-patterns/SKILL.md
+++ b/skills/llm-app-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-app-patterns
-description: "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
+description: Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # 🤖 LLM Application Patterns
diff --git a/skills/llm-application-dev-ai-assistant/SKILL.md b/skills/llm-application-dev-ai-assistant/SKILL.md
index 370c8750..7636a8a9 100644
--- a/skills/llm-application-dev-ai-assistant/SKILL.md
+++ b/skills/llm-application-dev-ai-assistant/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-ai-assistant
-description: "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
+description: You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Assistant Development
diff --git a/skills/llm-application-dev-langchain-agent/SKILL.md b/skills/llm-application-dev-langchain-agent/SKILL.md
index 73a721a5..8d706fe4 100644
--- a/skills/llm-application-dev-langchain-agent/SKILL.md
+++ b/skills/llm-application-dev-langchain-agent/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-langchain-agent
-description: "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
+description: You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangChain/LangGraph Agent Development Expert
diff --git a/skills/llm-application-dev-prompt-optimize/SKILL.md b/skills/llm-application-dev-prompt-optimize/SKILL.md
index fa4cf8a0..b40b16f8 100644
--- a/skills/llm-application-dev-prompt-optimize/SKILL.md
+++ b/skills/llm-application-dev-prompt-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-prompt-optimize
-description: "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
+description: You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Prompt Optimization
diff --git a/skills/llm-evaluation/SKILL.md b/skills/llm-evaluation/SKILL.md
index cf129514..27703b66 100644
--- a/skills/llm-evaluation/SKILL.md
+++ b/skills/llm-evaluation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-evaluation
-description: "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
+description: Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LLM Evaluation
diff --git a/skills/llm-prompt-optimizer/SKILL.md b/skills/llm-prompt-optimizer/SKILL.md
index cbedd93a..c58754e6 100644
--- a/skills/llm-prompt-optimizer/SKILL.md
+++ b/skills/llm-prompt-optimizer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-prompt-optimizer
-description: "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage."
+description: Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
 risk: safe
 source: community
-date_added: "2026-03-04"
+date_added: '2026-03-04'
+category: ai-ml
 ---
 
 # LLM Prompt Optimizer
diff --git a/skills/local-legal-seo-audit/SKILL.md b/skills/local-legal-seo-audit/SKILL.md
index 3c9194f8..23691252 100644
--- a/skills/local-legal-seo-audit/SKILL.md
+++ b/skills/local-legal-seo-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: local-legal-seo-audit
-description: "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
+description: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
 risk: safe
 source: original
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Local Legal SEO Audit
diff --git a/skills/logistics-exception-management/SKILL.md b/skills/logistics-exception-management/SKILL.md
index b6d0b86c..1fcb6534 100644
--- a/skills/logistics-exception-management/SKILL.md
+++ b/skills/logistics-exception-management/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for handling freight exceptions, shipment delays
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/skills/loki-mode/SKILL.md b/skills/loki-mode/SKILL.md
index b02bf9e3..c29459a4 100644
--- a/skills/loki-mode/SKILL.md
+++ b/skills/loki-mode/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: loki-mode
-description: "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
+description: Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Loki Mode - Multi-Agent Autonomous Startup System
diff --git a/skills/m365-agents-dotnet/SKILL.md b/skills/m365-agents-dotnet/SKILL.md
index 7a29593f..f114060c 100644
--- a/skills/m365-agents-dotnet/SKILL.md
+++ b/skills/m365-agents-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for .NET. Build multichannel agents for Te
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft 365 Agents SDK (.NET)
diff --git a/skills/m365-agents-py/SKILL.md b/skills/m365-agents-py/SKILL.md
index cd01d928..59f499f4 100644
--- a/skills/m365-agents-py/SKILL.md
+++ b/skills/m365-agents-py/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for Python. Build multichannel agents for
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft 365 Agents SDK (Python)
diff --git a/skills/m365-agents-ts/SKILL.md b/skills/m365-agents-ts/SKILL.md
index ad448969..7079184d 100644
--- a/skills/m365-agents-ts/SKILL.md
+++ b/skills/m365-agents-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for TypeScript/Node.js.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Microsoft 365 Agents SDK (TypeScript)
diff --git a/skills/machine-learning-ops-ml-pipeline/SKILL.md b/skills/machine-learning-ops-ml-pipeline/SKILL.md
index 59f07204..6df24733 100644
--- a/skills/machine-learning-ops-ml-pipeline/SKILL.md
+++ b/skills/machine-learning-ops-ml-pipeline/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: machine-learning-ops-ml-pipeline
-description: "Design and implement a complete ML pipeline for: $ARGUMENTS"
+description: 'Design and implement a complete ML pipeline for: $ARGUMENTS'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Machine Learning Pipeline - Multi-Agent MLOps Orchestration
diff --git a/skills/mailchimp-automation/SKILL.md b/skills/mailchimp-automation/SKILL.md
index 574b46ae..7753debc 100644
--- a/skills/mailchimp-automation/SKILL.md
+++ b/skills/mailchimp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mailchimp-automation
-description: "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Mailchimp Automation via Rube MCP
diff --git a/skills/make-automation/SKILL.md b/skills/make-automation/SKILL.md
index f64d96b3..9df5f05f 100644
--- a/skills/make-automation/SKILL.md
+++ b/skills/make-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: make-automation
-description: "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
+description: 'Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Make Automation via Rube MCP
diff --git a/skills/makepad-skills/SKILL.md b/skills/makepad-skills/SKILL.md
index 0a19222d..df5ae6b4 100644
--- a/skills/makepad-skills/SKILL.md
+++ b/skills/makepad-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: makepad-skills
-description: "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
+description: 'Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.'
 risk: safe
-source: "https://github.com/ZhangHanDong/makepad-skills"
-date_added: "2026-02-27"
+source: https://github.com/ZhangHanDong/makepad-skills
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Makepad Skills
diff --git a/skills/manifest/SKILL.md b/skills/manifest/SKILL.md
index 0386504f..dcc1b5d2 100644
--- a/skills/manifest/SKILL.md
+++ b/skills/manifest/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: manifest
-description: "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
+description: Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Manifest Setup
diff --git a/skills/market-sizing-analysis/SKILL.md b/skills/market-sizing-analysis/SKILL.md
index 584a06ee..1fe0a782 100644
--- a/skills/market-sizing-analysis/SKILL.md
+++ b/skills/market-sizing-analysis/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"calculate TAM\\
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Market Sizing Analysis
diff --git a/skills/marketing-psychology/SKILL.md b/skills/marketing-psychology/SKILL.md
index e6eb588c..747ecff1 100644
--- a/skills/marketing-psychology/SKILL.md
+++ b/skills/marketing-psychology/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: marketing-psychology
-description: "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
+description: Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 # Marketing Psychology & Mental Models
 
diff --git a/skills/mcp-builder-ms/SKILL.md b/skills/mcp-builder-ms/SKILL.md
index 2af203ce..d888f710 100644
--- a/skills/mcp-builder-ms/SKILL.md
+++ b/skills/mcp-builder-ms/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mcp-builder-ms
-description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # MCP Server Development Guide
diff --git a/skills/mcp-builder/SKILL.md b/skills/mcp-builder/SKILL.md
index 0f44572c..658be2d3 100644
--- a/skills/mcp-builder/SKILL.md
+++ b/skills/mcp-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mcp-builder
-description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # MCP Server Development Guide
diff --git a/skills/memory-safety-patterns/SKILL.md b/skills/memory-safety-patterns/SKILL.md
index 87984368..73c4bc13 100644
--- a/skills/memory-safety-patterns/SKILL.md
+++ b/skills/memory-safety-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: memory-safety-patterns
-description: "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
+description: Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Memory Safety Patterns
diff --git a/skills/mermaid-expert/SKILL.md b/skills/mermaid-expert/SKILL.md
index c2dcee28..668ffc3c 100644
--- a/skills/mermaid-expert/SKILL.md
+++ b/skills/mermaid-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Create Mermaid diagrams for flowcharts, sequences, ERDs, and archit
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/metasploit-framework/SKILL.md b/skills/metasploit-framework/SKILL.md
index 844a2e76..b10897d4 100644
--- a/skills/metasploit-framework/SKILL.md
+++ b/skills/metasploit-framework/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: metasploit-framework
-description: "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
+description: This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exp...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Metasploit Framework
diff --git a/skills/micro-saas-launcher/SKILL.md b/skills/micro-saas-launcher/SKILL.md
index 57457143..7e94ef23 100644
--- a/skills/micro-saas-launcher/SKILL.md
+++ b/skills/micro-saas-launcher/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: micro-saas-launcher
-description: "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
+description: Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Micro-SaaS Launcher
diff --git a/skills/microservices-patterns/SKILL.md b/skills/microservices-patterns/SKILL.md
index 6c3bf1c2..a830e3bf 100644
--- a/skills/microservices-patterns/SKILL.md
+++ b/skills/microservices-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: microservices-patterns
-description: "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
+description: Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Microservices Patterns
diff --git a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
index 4306cad5..5879aa81 100644
--- a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
+++ b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft Entra Authentication Events SDK for .NET. Azure Functions
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft.Azure.WebJobs.Extensions.AuthenticationEvents (.NET)
diff --git a/skills/microsoft-teams-automation/SKILL.md b/skills/microsoft-teams-automation/SKILL.md
index 39c3aff5..142269cb 100644
--- a/skills/microsoft-teams-automation/SKILL.md
+++ b/skills/microsoft-teams-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: microsoft-teams-automation
-description: "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
+description: 'Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Microsoft Teams Automation via Rube MCP
diff --git a/skills/minecraft-bukkit-pro/SKILL.md b/skills/minecraft-bukkit-pro/SKILL.md
index 66b677c8..b9901e9c 100644
--- a/skills/minecraft-bukkit-pro/SKILL.md
+++ b/skills/minecraft-bukkit-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Minecraft server plugin development with Bukkit, Spigot, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/miro-automation/SKILL.md b/skills/miro-automation/SKILL.md
index c55b1932..9d012b60 100644
--- a/skills/miro-automation/SKILL.md
+++ b/skills/miro-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: miro-automation
-description: "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
+description: 'Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Miro Automation via Rube MCP
diff --git a/skills/mixpanel-automation/SKILL.md b/skills/mixpanel-automation/SKILL.md
index d8ff5a6b..6eb4789e 100644
--- a/skills/mixpanel-automation/SKILL.md
+++ b/skills/mixpanel-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mixpanel-automation
-description: "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
+description: 'Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Mixpanel Automation via Rube MCP
diff --git a/skills/ml-engineer/SKILL.md b/skills/ml-engineer/SKILL.md
index ac7d6385..96895203 100644
--- a/skills/ml-engineer/SKILL.md
+++ b/skills/ml-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production ML systems with PyTorch 2.x, TensorFlow, and moder
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/ml-pipeline-workflow/SKILL.md b/skills/ml-pipeline-workflow/SKILL.md
index 16786220..21074ad3 100644
--- a/skills/ml-pipeline-workflow/SKILL.md
+++ b/skills/ml-pipeline-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ml-pipeline-workflow
-description: "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
+description: Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # ML Pipeline Workflow
diff --git a/skills/mlops-engineer/SKILL.md b/skills/mlops-engineer/SKILL.md
index aabf303c..d209c180 100644
--- a/skills/mlops-engineer/SKILL.md
+++ b/skills/mlops-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build comprehensive ML pipelines, experiment tracking, and model re
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/mobile-design/SKILL.md b/skills/mobile-design/SKILL.md
index 9f39db7e..e7fe9892 100644
--- a/skills/mobile-design/SKILL.md
+++ b/skills/mobile-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mobile-design
-description: "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
+description: Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 # Mobile Design System
 
diff --git a/skills/mobile-developer/SKILL.md b/skills/mobile-developer/SKILL.md
index 551d463b..e02d498e 100644
--- a/skills/mobile-developer/SKILL.md
+++ b/skills/mobile-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Develop React Native, Flutter, or native mobile apps with modern ar
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 ## Use this skill when
diff --git a/skills/mobile-security-coder/SKILL.md b/skills/mobile-security-coder/SKILL.md
index 39f58c36..a438f89f 100644
--- a/skills/mobile-security-coder/SKILL.md
+++ b/skills/mobile-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure mobile coding practices specializing in input vali
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/skills/modern-javascript-patterns/SKILL.md b/skills/modern-javascript-patterns/SKILL.md
index ec2ea0f6..7342f81f 100644
--- a/skills/modern-javascript-patterns/SKILL.md
+++ b/skills/modern-javascript-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: modern-javascript-patterns
-description: "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
+description: Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Modern JavaScript Patterns
diff --git a/skills/monday-automation/SKILL.md b/skills/monday-automation/SKILL.md
index 008b93d1..eec531b6 100644
--- a/skills/monday-automation/SKILL.md
+++ b/skills/monday-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: monday-automation
-description: "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Monday.com Automation via Rube MCP
diff --git a/skills/moodle-external-api-development/SKILL.md b/skills/moodle-external-api-development/SKILL.md
index 3d0e43e4..4539dda6 100644
--- a/skills/moodle-external-api-development/SKILL.md
+++ b/skills/moodle-external-api-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: moodle-external-api-development
-description: "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
+description: Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Moodle External API Development
diff --git a/skills/mtls-configuration/SKILL.md b/skills/mtls-configuration/SKILL.md
index 8eb97d25..65c1bdcf 100644
--- a/skills/mtls-configuration/SKILL.md
+++ b/skills/mtls-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mtls-configuration
-description: "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
+description: Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # mTLS Configuration
diff --git a/skills/multi-agent-brainstorming/SKILL.md b/skills/multi-agent-brainstorming/SKILL.md
index dbdbebd0..dcc99cd2 100644
--- a/skills/multi-agent-brainstorming/SKILL.md
+++ b/skills/multi-agent-brainstorming/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-agent-brainstorming
-description: "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
+description: Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Multi-Agent Brainstorming (Structured Design Review)
diff --git a/skills/multi-cloud-architecture/SKILL.md b/skills/multi-cloud-architecture/SKILL.md
index 837c5c09..0fbf201b 100644
--- a/skills/multi-cloud-architecture/SKILL.md
+++ b/skills/multi-cloud-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-cloud-architecture
-description: "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
+description: Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Multi-Cloud Architecture
diff --git a/skills/multi-platform-apps-multi-platform/SKILL.md b/skills/multi-platform-apps-multi-platform/SKILL.md
index 2d06bee6..de777208 100644
--- a/skills/multi-platform-apps-multi-platform/SKILL.md
+++ b/skills/multi-platform-apps-multi-platform/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-platform-apps-multi-platform
-description: "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
+description: Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Multi-Platform Feature Development Workflow
diff --git a/skills/n8n-code-python/SKILL.md b/skills/n8n-code-python/SKILL.md
index ef4d5e2d..db1560d2 100644
--- a/skills/n8n-code-python/SKILL.md
+++ b/skills/n8n-code-python/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-code-python
-description: "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
+description: Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Code Node (Beta)
diff --git a/skills/n8n-mcp-tools-expert/SKILL.md b/skills/n8n-mcp-tools-expert/SKILL.md
index d806c319..4bfffe17 100644
--- a/skills/n8n-mcp-tools-expert/SKILL.md
+++ b/skills/n8n-mcp-tools-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-mcp-tools-expert
-description: "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
+description: Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert
+date_added: '2026-02-27'
+category: automation
 ---
 
 # n8n MCP Tools Expert
diff --git a/skills/n8n-node-configuration/SKILL.md b/skills/n8n-node-configuration/SKILL.md
index 97e59ec9..1e0dafbf 100644
--- a/skills/n8n-node-configuration/SKILL.md
+++ b/skills/n8n-node-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-node-configuration
-description: "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
+description: Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # n8n Node Configuration
diff --git a/skills/nanobanana-ppt-skills/SKILL.md b/skills/nanobanana-ppt-skills/SKILL.md
index bb7f1e56..5c09a970 100644
--- a/skills/nanobanana-ppt-skills/SKILL.md
+++ b/skills/nanobanana-ppt-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nanobanana-ppt-skills
-description: "AI-powered PPT generation with document analysis and styled images"
+description: AI-powered PPT generation with document analysis and styled images
 risk: safe
-source: "https://github.com/op7418/NanoBanana-PPT-Skills"
-date_added: "2026-02-27"
+source: https://github.com/op7418/NanoBanana-PPT-Skills
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Nanobanana Ppt Skills
diff --git a/skills/neon-postgres/SKILL.md b/skills/neon-postgres/SKILL.md
index 2ef3e006..41171000 100644
--- a/skills/neon-postgres/SKILL.md
+++ b/skills/neon-postgres/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: neon-postgres
-description: "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
+description: 'Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: database
 ---
 
 # Neon Postgres
diff --git a/skills/nerdzao-elite-gemini-high/SKILL.md b/skills/nerdzao-elite-gemini-high/SKILL.md
index d059847d..e7340601 100644
--- a/skills/nerdzao-elite-gemini-high/SKILL.md
+++ b/skills/nerdzao-elite-gemini-high/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nerdzao-elite-gemini-high
-description: "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
+description: Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # @nerdzao-elite-gemini-high
diff --git a/skills/nerdzao-elite/SKILL.md b/skills/nerdzao-elite/SKILL.md
index a246bf3e..397081fe 100644
--- a/skills/nerdzao-elite/SKILL.md
+++ b/skills/nerdzao-elite/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nerdzao-elite
-description: "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
+description: Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # @nerdzao-elite
diff --git a/skills/network-101/SKILL.md b/skills/network-101/SKILL.md
index 63d52f61..f6a6f6bb 100644
--- a/skills/network-101/SKILL.md
+++ b/skills/network-101/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: network-101
-description: "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
+description: This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or ne...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Network 101
diff --git a/skills/network-engineer/SKILL.md b/skills/network-engineer/SKILL.md
index 6ee44886..70718aff 100644
--- a/skills/network-engineer/SKILL.md
+++ b/skills/network-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert network engineer specializing in modern cloud networking, se
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/nextjs-app-router-patterns/SKILL.md b/skills/nextjs-app-router-patterns/SKILL.md
index dc700acf..c1e3cebb 100644
--- a/skills/nextjs-app-router-patterns/SKILL.md
+++ b/skills/nextjs-app-router-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-app-router-patterns
-description: "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
+description: Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Next.js App Router Patterns
diff --git a/skills/nextjs-best-practices/SKILL.md b/skills/nextjs-best-practices/SKILL.md
index 059d5b2c..426fcd1c 100644
--- a/skills/nextjs-best-practices/SKILL.md
+++ b/skills/nextjs-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-best-practices
-description: "Next.js App Router principles. Server Components, data fetching, routing patterns."
+description: Next.js App Router principles. Server Components, data fetching, routing patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Next.js Best Practices
diff --git a/skills/nextjs-supabase-auth/SKILL.md b/skills/nextjs-supabase-auth/SKILL.md
index 513b826c..33f2a9de 100644
--- a/skills/nextjs-supabase-auth/SKILL.md
+++ b/skills/nextjs-supabase-auth/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-supabase-auth
-description: "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
+description: 'Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Next.js + Supabase Auth
diff --git a/skills/nft-standards/SKILL.md b/skills/nft-standards/SKILL.md
index 4dffb6eb..18de4c21 100644
--- a/skills/nft-standards/SKILL.md
+++ b/skills/nft-standards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nft-standards
-description: "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
+description: Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # NFT Standards
diff --git a/skills/nodejs-backend-patterns/SKILL.md b/skills/nodejs-backend-patterns/SKILL.md
index 11aec8f7..188292b4 100644
--- a/skills/nodejs-backend-patterns/SKILL.md
+++ b/skills/nodejs-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nodejs-backend-patterns
-description: "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
+description: Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Node.js Backend Patterns
diff --git a/skills/nodejs-best-practices/SKILL.md b/skills/nodejs-best-practices/SKILL.md
index 9d343714..343674d7 100644
--- a/skills/nodejs-best-practices/SKILL.md
+++ b/skills/nodejs-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nodejs-best-practices
-description: "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
+description: Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Node.js Best Practices
diff --git a/skills/nosql-expert/SKILL.md b/skills/nosql-expert/SKILL.md
index e0bf3745..fd8f5c60 100644
--- a/skills/nosql-expert/SKILL.md
+++ b/skills/nosql-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nosql-expert
-description: "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
+description: Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # NoSQL Expert Patterns (Cassandra & DynamoDB)
diff --git a/skills/notebooklm/SKILL.md b/skills/notebooklm/SKILL.md
index 67383c4d..6e4d6e03 100755
--- a/skills/notebooklm/SKILL.md
+++ b/skills/notebooklm/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notebooklm
-description: "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
+description: Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # NotebookLM Research Assistant Skill
diff --git a/skills/notion-automation/SKILL.md b/skills/notion-automation/SKILL.md
index 93ca24bf..85f896e7 100644
--- a/skills/notion-automation/SKILL.md
+++ b/skills/notion-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notion-automation
-description: "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
+description: 'Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Notion Automation via Rube MCP
diff --git a/skills/notion-template-business/SKILL.md b/skills/notion-template-business/SKILL.md
index ef1905bf..ebc04940 100644
--- a/skills/notion-template-business/SKILL.md
+++ b/skills/notion-template-business/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notion-template-business
-description: "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
+description: Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Notion Template Business
diff --git a/skills/observability-engineer/SKILL.md b/skills/observability-engineer/SKILL.md
index 2240bf2d..a5f1e973 100644
--- a/skills/observability-engineer/SKILL.md
+++ b/skills/observability-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready monitoring, logging, and tracing systems. Im
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.
 
diff --git a/skills/observability-monitoring-monitor-setup/SKILL.md b/skills/observability-monitoring-monitor-setup/SKILL.md
index f7e61b3a..5cc9adfc 100644
--- a/skills/observability-monitoring-monitor-setup/SKILL.md
+++ b/skills/observability-monitoring-monitor-setup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observability-monitoring-monitor-setup
-description: "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
+description: You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Monitoring and Observability Setup
diff --git a/skills/observability-monitoring-slo-implement/SKILL.md b/skills/observability-monitoring-slo-implement/SKILL.md
index 4b9f1a61..5d5fa0cf 100644
--- a/skills/observability-monitoring-slo-implement/SKILL.md
+++ b/skills/observability-monitoring-slo-implement/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observability-monitoring-slo-implement
-description: "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
+description: You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # SLO Implementation Guide
diff --git a/skills/observe-whatsapp/SKILL.md b/skills/observe-whatsapp/SKILL.md
index 0010b24c..7544d4c5 100644
--- a/skills/observe-whatsapp/SKILL.md
+++ b/skills/observe-whatsapp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observe-whatsapp
-description: "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
+description: 'Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...'
 risk: safe
-source: "https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp"
-date_added: "2026-02-27"
+source: https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Observe WhatsApp
diff --git a/skills/obsidian-clipper-template-creator/SKILL.md b/skills/obsidian-clipper-template-creator/SKILL.md
index f271f8e8..01edf3d8 100644
--- a/skills/obsidian-clipper-template-creator/SKILL.md
+++ b/skills/obsidian-clipper-template-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: obsidian-clipper-template-creator
-description: "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
+description: Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Obsidian Web Clipper Template Creator
diff --git a/skills/on-call-handoff-patterns/SKILL.md b/skills/on-call-handoff-patterns/SKILL.md
index 3a017ffc..9729b1ac 100644
--- a/skills/on-call-handoff-patterns/SKILL.md
+++ b/skills/on-call-handoff-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: on-call-handoff-patterns
-description: "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
+description: Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # On-Call Handoff Patterns
diff --git a/skills/one-drive-automation/SKILL.md b/skills/one-drive-automation/SKILL.md
index 4057b248..5f5be5ea 100644
--- a/skills/one-drive-automation/SKILL.md
+++ b/skills/one-drive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: one-drive-automation
-description: "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # OneDrive Automation via Rube MCP
diff --git a/skills/openapi-spec-generation/SKILL.md b/skills/openapi-spec-generation/SKILL.md
index 91fbd7ea..06c0dc4b 100644
--- a/skills/openapi-spec-generation/SKILL.md
+++ b/skills/openapi-spec-generation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: openapi-spec-generation
-description: "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
+description: Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # OpenAPI Spec Generation
diff --git a/skills/outlook-automation/SKILL.md b/skills/outlook-automation/SKILL.md
index 677caeae..2d1a3efe 100644
--- a/skills/outlook-automation/SKILL.md
+++ b/skills/outlook-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: outlook-automation
-description: "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
+description: 'Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Outlook Automation via Rube MCP
diff --git a/skills/outlook-calendar-automation/SKILL.md b/skills/outlook-calendar-automation/SKILL.md
index a056c0d7..6e0c8440 100644
--- a/skills/outlook-calendar-automation/SKILL.md
+++ b/skills/outlook-calendar-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: outlook-calendar-automation
-description: "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
+description: 'Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Outlook Calendar Automation via Rube MCP
diff --git a/skills/page-cro/SKILL.md b/skills/page-cro/SKILL.md
index 69be3093..fb07b28b 100644
--- a/skills/page-cro/SKILL.md
+++ b/skills/page-cro/SKILL.md
@@ -4,6 +4,7 @@ description: Analyze and optimize individual pages for conversion performance.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 # Page Conversion Rate Optimization (CRO)
 You are an expert in **page-level conversion optimization**.
diff --git a/skills/pagerduty-automation/SKILL.md b/skills/pagerduty-automation/SKILL.md
index 8b1627cd..0ae46884 100644
--- a/skills/pagerduty-automation/SKILL.md
+++ b/skills/pagerduty-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pagerduty-automation
-description: "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
+description: 'Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # PagerDuty Automation via Rube MCP
diff --git a/skills/paid-ads/SKILL.md b/skills/paid-ads/SKILL.md
index c2667999..68960f29 100644
--- a/skills/paid-ads/SKILL.md
+++ b/skills/paid-ads/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paid-ads
-description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
+description: When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Paid Ads
diff --git a/skills/parallel-agents/SKILL.md b/skills/parallel-agents/SKILL.md
index 5d8a939d..e7de28fb 100644
--- a/skills/parallel-agents/SKILL.md
+++ b/skills/parallel-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: parallel-agents
-description: "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
+description: Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Native Parallel Agents
diff --git a/skills/payment-integration/SKILL.md b/skills/payment-integration/SKILL.md
index 714cd343..0e79033a 100644
--- a/skills/payment-integration/SKILL.md
+++ b/skills/payment-integration/SKILL.md
@@ -4,6 +4,7 @@ description: Integrate Stripe, PayPal, and payment processors. Handles checkout
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/skills/paypal-integration/SKILL.md b/skills/paypal-integration/SKILL.md
index d01c3f3e..6d44ce15 100644
--- a/skills/paypal-integration/SKILL.md
+++ b/skills/paypal-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paypal-integration
-description: "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
+description: Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # PayPal Integration
diff --git a/skills/paywall-upgrade-cro/SKILL.md b/skills/paywall-upgrade-cro/SKILL.md
index f1626833..e34e7170 100644
--- a/skills/paywall-upgrade-cro/SKILL.md
+++ b/skills/paywall-upgrade-cro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paywall-upgrade-cro
-description: "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
+description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Paywall and Upgrade Screen CRO
diff --git a/skills/pci-compliance/SKILL.md b/skills/pci-compliance/SKILL.md
index 468545d5..5b2a4d2c 100644
--- a/skills/pci-compliance/SKILL.md
+++ b/skills/pci-compliance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pci-compliance
-description: "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
+description: Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # PCI Compliance
diff --git a/skills/pdf-official/SKILL.md b/skills/pdf-official/SKILL.md
index 49f27f29..accac911 100644
--- a/skills/pdf-official/SKILL.md
+++ b/skills/pdf-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pdf-official
-description: "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
+description: Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # PDF Processing Guide
diff --git a/skills/pentest-checklist/SKILL.md b/skills/pentest-checklist/SKILL.md
index db3c5e8f..46a1923d 100644
--- a/skills/pentest-checklist/SKILL.md
+++ b/skills/pentest-checklist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pentest-checklist
-description: "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
+description: This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "foll...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Pentest Checklist
diff --git a/skills/pentest-commands/SKILL.md b/skills/pentest-commands/SKILL.md
index 541b5fb4..6af6ff8e 100644
--- a/skills/pentest-commands/SKILL.md
+++ b/skills/pentest-commands/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pentest-commands
-description: "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
+description: This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Pentest Commands
diff --git a/skills/performance-engineer/SKILL.md b/skills/performance-engineer/SKILL.md
index d2d110bb..2dc193e9 100644
--- a/skills/performance-engineer/SKILL.md
+++ b/skills/performance-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-engineer
-description: "Expert performance engineer specializing in modern observability,"
+description: Expert performance engineer specializing in modern observability,
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 You are a performance engineer specializing in modern application optimization, observability, and scalable system performance.
 
diff --git a/skills/performance-profiling/SKILL.md b/skills/performance-profiling/SKILL.md
index 728cb503..25fc5e75 100644
--- a/skills/performance-profiling/SKILL.md
+++ b/skills/performance-profiling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-profiling
-description: "Performance profiling principles. Measurement, analysis, and optimization techniques."
+description: Performance profiling principles. Measurement, analysis, and optimization techniques.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Performance Profiling
diff --git a/skills/performance-testing-review-ai-review/SKILL.md b/skills/performance-testing-review-ai-review/SKILL.md
index 1a656b2e..8c1c22c9 100644
--- a/skills/performance-testing-review-ai-review/SKILL.md
+++ b/skills/performance-testing-review-ai-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-testing-review-ai-review
-description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/skills/performance-testing-review-multi-agent-review/SKILL.md b/skills/performance-testing-review-multi-agent-review/SKILL.md
index 6df2c65d..c745a852 100644
--- a/skills/performance-testing-review-multi-agent-review/SKILL.md
+++ b/skills/performance-testing-review-multi-agent-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-testing-review-multi-agent-review
-description: "Use when working with performance testing review multi agent review"
+description: Use when working with performance testing review multi agent review
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Multi-Agent Code Review Orchestration Tool
diff --git a/skills/php-pro/SKILL.md b/skills/php-pro/SKILL.md
index fb38f4ff..5f7212e8 100644
--- a/skills/php-pro/SKILL.md
+++ b/skills/php-pro/SKILL.md
@@ -10,6 +10,7 @@ description: 'Write idiomatic PHP code with generators, iterators, SPL data
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/pipedrive-automation/SKILL.md b/skills/pipedrive-automation/SKILL.md
index f9160c28..26e54446 100644
--- a/skills/pipedrive-automation/SKILL.md
+++ b/skills/pipedrive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pipedrive-automation
-description: "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Pipedrive Automation via Rube MCP
diff --git a/skills/plaid-fintech/SKILL.md b/skills/plaid-fintech/SKILL.md
index 4e9dae6d..e4980cf6 100644
--- a/skills/plaid-fintech/SKILL.md
+++ b/skills/plaid-fintech/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: plaid-fintech
-description: "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
+description: Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Plaid Fintech
diff --git a/skills/plan-writing/SKILL.md b/skills/plan-writing/SKILL.md
index c36c0d01..5be08644 100644
--- a/skills/plan-writing/SKILL.md
+++ b/skills/plan-writing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: plan-writing
-description: "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
+description: Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Plan Writing
diff --git a/skills/planning-with-files/SKILL.md b/skills/planning-with-files/SKILL.md
index 433ed3fa..aa9b4ec1 100644
--- a/skills/planning-with-files/SKILL.md
+++ b/skills/planning-with-files/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: planning-with-files
-description: "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Planning with Files
diff --git a/skills/playwright-skill/SKILL.md b/skills/playwright-skill/SKILL.md
index a98bffe4..0a4298a3 100644
--- a/skills/playwright-skill/SKILL.md
+++ b/skills/playwright-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: playwright-skill
-description: "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
+description: Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 **IMPORTANT - Path Resolution:**
diff --git a/skills/podcast-generation/SKILL.md b/skills/podcast-generation/SKILL.md
index 7ca5bbf9..d49a2215 100644
--- a/skills/podcast-generation/SKILL.md
+++ b/skills/podcast-generation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: podcast-generation
-description: "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
+description: Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Podcast Generation with GPT Realtime Mini
diff --git a/skills/popup-cro/SKILL.md b/skills/popup-cro/SKILL.md
index 5dd86483..0c77c499 100644
--- a/skills/popup-cro/SKILL.md
+++ b/skills/popup-cro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: popup-cro
-description: "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
+description: Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 # Popup CRO
 
diff --git a/skills/posix-shell-pro/SKILL.md b/skills/posix-shell-pro/SKILL.md
index 89a2c361..137d4951 100644
--- a/skills/posix-shell-pro/SKILL.md
+++ b/skills/posix-shell-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in strict POSIX sh scripting for maximum portability across
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/postgres-best-practices/SKILL.md b/skills/postgres-best-practices/SKILL.md
index 9400a4e4..773471c6 100644
--- a/skills/postgres-best-practices/SKILL.md
+++ b/skills/postgres-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postgres-best-practices
-description: "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
+description: Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Supabase Postgres Best Practices
diff --git a/skills/postgresql/SKILL.md b/skills/postgresql/SKILL.md
index 04f5c13c..b2ecd307 100644
--- a/skills/postgresql/SKILL.md
+++ b/skills/postgresql/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postgresql
-description: "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
+description: Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # PostgreSQL Table Design 
diff --git a/skills/posthog-automation/SKILL.md b/skills/posthog-automation/SKILL.md
index cbdc173c..82b0d96d 100644
--- a/skills/posthog-automation/SKILL.md
+++ b/skills/posthog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: posthog-automation
-description: "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
+description: 'Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # PostHog Automation via Rube MCP
diff --git a/skills/postmark-automation/SKILL.md b/skills/postmark-automation/SKILL.md
index d0465f2e..5e1e8307 100644
--- a/skills/postmark-automation/SKILL.md
+++ b/skills/postmark-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postmark-automation
-description: "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
+description: 'Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Postmark Automation via Rube MCP
diff --git a/skills/postmortem-writing/SKILL.md b/skills/postmortem-writing/SKILL.md
index 8be3e9db..d07b7cb5 100644
--- a/skills/postmortem-writing/SKILL.md
+++ b/skills/postmortem-writing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postmortem-writing
-description: "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
+description: Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Postmortem Writing
diff --git a/skills/pptx-official/SKILL.md b/skills/pptx-official/SKILL.md
index 40c53c73..fbe7b2df 100644
--- a/skills/pptx-official/SKILL.md
+++ b/skills/pptx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pptx-official
-description: "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
+description: 'Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # PPTX creation, editing, and analysis
diff --git a/skills/prisma-expert/SKILL.md b/skills/prisma-expert/SKILL.md
index f22bdf48..e64c91d2 100644
--- a/skills/prisma-expert/SKILL.md
+++ b/skills/prisma-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prisma-expert
-description: "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
+description: Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Prisma Expert
diff --git a/skills/production-code-audit/SKILL.md b/skills/production-code-audit/SKILL.md
index 6e7067d0..1097da42 100644
--- a/skills/production-code-audit/SKILL.md
+++ b/skills/production-code-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: production-code-audit
-description: "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
+description: Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Production Code Audit
diff --git a/skills/programmatic-seo/SKILL.md b/skills/programmatic-seo/SKILL.md
index eddedb4c..d34bc87b 100644
--- a/skills/programmatic-seo/SKILL.md
+++ b/skills/programmatic-seo/SKILL.md
@@ -4,6 +4,7 @@ description: Design and evaluate programmatic SEO strategies for creating SEO-dr
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ---
diff --git a/skills/projection-patterns/SKILL.md b/skills/projection-patterns/SKILL.md
index a3856df7..0a056e38 100644
--- a/skills/projection-patterns/SKILL.md
+++ b/skills/projection-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: projection-patterns
-description: "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
+description: Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Projection Patterns
diff --git a/skills/prometheus-configuration/SKILL.md b/skills/prometheus-configuration/SKILL.md
index d700a811..f24dacda 100644
--- a/skills/prometheus-configuration/SKILL.md
+++ b/skills/prometheus-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prometheus-configuration
-description: "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
+description: Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Prometheus Configuration
diff --git a/skills/prompt-caching/SKILL.md b/skills/prompt-caching/SKILL.md
index eece0066..a6a5d8b8 100644
--- a/skills/prompt-caching/SKILL.md
+++ b/skills/prompt-caching/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prompt-caching
-description: "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
+description: 'Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Prompt Caching
diff --git a/skills/prompt-engineering-patterns/SKILL.md b/skills/prompt-engineering-patterns/SKILL.md
index bef3d6bf..280d7bf3 100644
--- a/skills/prompt-engineering-patterns/SKILL.md
+++ b/skills/prompt-engineering-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prompt-engineering-patterns
-description: "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
+description: Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Prompt Engineering Patterns
diff --git a/skills/protocol-reverse-engineering/SKILL.md b/skills/protocol-reverse-engineering/SKILL.md
index 2bc5e301..5481a6fe 100644
--- a/skills/protocol-reverse-engineering/SKILL.md
+++ b/skills/protocol-reverse-engineering/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: protocol-reverse-engineering
-description: "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
+description: Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Protocol Reverse Engineering
diff --git a/skills/pydantic-models-py/SKILL.md b/skills/pydantic-models-py/SKILL.md
index 9b00336a..a66ae7b9 100644
--- a/skills/pydantic-models-py/SKILL.md
+++ b/skills/pydantic-models-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pydantic-models-py
-description: "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
+description: Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Pydantic Models
diff --git a/skills/pypict-skill/SKILL.md b/skills/pypict-skill/SKILL.md
index aeec5c82..3dc43576 100644
--- a/skills/pypict-skill/SKILL.md
+++ b/skills/pypict-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pypict-skill
-description: "Pairwise test generation"
+description: Pairwise test generation
 risk: safe
-source: "https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Pypict Skill
diff --git a/skills/python-development-python-scaffold/SKILL.md b/skills/python-development-python-scaffold/SKILL.md
index ee81c7ec..369bbd26 100644
--- a/skills/python-development-python-scaffold/SKILL.md
+++ b/skills/python-development-python-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-development-python-scaffold
-description: "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
+description: You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Project Scaffolding
diff --git a/skills/python-packaging/SKILL.md b/skills/python-packaging/SKILL.md
index 9a1695fb..06c9eee3 100644
--- a/skills/python-packaging/SKILL.md
+++ b/skills/python-packaging/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-packaging
-description: "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
+description: Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Packaging
diff --git a/skills/python-patterns/SKILL.md b/skills/python-patterns/SKILL.md
index 175970b4..a3deb7c0 100644
--- a/skills/python-patterns/SKILL.md
+++ b/skills/python-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-patterns
-description: "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
+description: Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Patterns
diff --git a/skills/python-performance-optimization/SKILL.md b/skills/python-performance-optimization/SKILL.md
index f0eae236..d7289c81 100644
--- a/skills/python-performance-optimization/SKILL.md
+++ b/skills/python-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-performance-optimization
-description: "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
+description: Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Performance Optimization
diff --git a/skills/python-pro/SKILL.md b/skills/python-pro/SKILL.md
index bf3876eb..0ea49238 100644
--- a/skills/python-pro/SKILL.md
+++ b/skills/python-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Python 3.12+ with modern features, async programming, perfor
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.
 
diff --git a/skills/python-testing-patterns/SKILL.md b/skills/python-testing-patterns/SKILL.md
index 0cf31b20..998d55ce 100644
--- a/skills/python-testing-patterns/SKILL.md
+++ b/skills/python-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-testing-patterns
-description: "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
+description: Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Python Testing Patterns
diff --git a/skills/quality-nonconformance/SKILL.md b/skills/quality-nonconformance/SKILL.md
index 2c660ca2..d48cafda 100644
--- a/skills/quality-nonconformance/SKILL.md
+++ b/skills/quality-nonconformance/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for quality control, non-conformance investigati
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/skills/quant-analyst/SKILL.md b/skills/quant-analyst/SKILL.md
index 3a0d4058..32160e2e 100644
--- a/skills/quant-analyst/SKILL.md
+++ b/skills/quant-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Build financial models, backtest trading strategies, and analyze ma
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/radix-ui-design-system/SKILL.md b/skills/radix-ui-design-system/SKILL.md
index 0c2e81ae..a5517647 100644
--- a/skills/radix-ui-design-system/SKILL.md
+++ b/skills/radix-ui-design-system/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: radix-ui-design-system
-description: "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
+description: Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Radix UI Design System
diff --git a/skills/rag-engineer/SKILL.md b/skills/rag-engineer/SKILL.md
index a0e5bcad..7bfd2211 100644
--- a/skills/rag-engineer/SKILL.md
+++ b/skills/rag-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: rag-engineer
-description: "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
+description: 'Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # RAG Engineer
diff --git a/skills/react-best-practices/SKILL.md b/skills/react-best-practices/SKILL.md
index bd04c79b..1a19bf31 100644
--- a/skills/react-best-practices/SKILL.md
+++ b/skills/react-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-best-practices
-description: "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
+description: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Vercel React Best Practices
diff --git a/skills/react-flow-architect/SKILL.md b/skills/react-flow-architect/SKILL.md
index 6e3b31ba..c81e1720 100644
--- a/skills/react-flow-architect/SKILL.md
+++ b/skills/react-flow-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-flow-architect
-description: "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
+description: Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # ReactFlow Architect
diff --git a/skills/react-flow-node-ts/SKILL.md b/skills/react-flow-node-ts/SKILL.md
index 284a5592..8090d0bb 100644
--- a/skills/react-flow-node-ts/SKILL.md
+++ b/skills/react-flow-node-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-flow-node-ts
-description: "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
+description: Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Flow Node
diff --git a/skills/react-modernization/SKILL.md b/skills/react-modernization/SKILL.md
index cc7e5212..4dbd5469 100644
--- a/skills/react-modernization/SKILL.md
+++ b/skills/react-modernization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-modernization
-description: "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
+description: Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Modernization
diff --git a/skills/react-native-architecture/SKILL.md b/skills/react-native-architecture/SKILL.md
index 283d61d5..c974f92d 100644
--- a/skills/react-native-architecture/SKILL.md
+++ b/skills/react-native-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-native-architecture
-description: "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
+description: Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # React Native Architecture
diff --git a/skills/react-patterns/SKILL.md b/skills/react-patterns/SKILL.md
index 6bb975ea..9a396175 100644
--- a/skills/react-patterns/SKILL.md
+++ b/skills/react-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-patterns
-description: "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
+description: Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Patterns
diff --git a/skills/react-state-management/SKILL.md b/skills/react-state-management/SKILL.md
index 2d137b88..1db786ba 100644
--- a/skills/react-state-management/SKILL.md
+++ b/skills/react-state-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-state-management
-description: "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
+description: Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React State Management
diff --git a/skills/react-ui-patterns/SKILL.md b/skills/react-ui-patterns/SKILL.md
index 1b31e085..7ee8a8c1 100644
--- a/skills/react-ui-patterns/SKILL.md
+++ b/skills/react-ui-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-ui-patterns
-description: "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
+description: Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React UI Patterns
diff --git a/skills/readme/SKILL.md b/skills/readme/SKILL.md
index ad093ca7..3f48ae85 100644
--- a/skills/readme/SKILL.md
+++ b/skills/readme/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: readme
-description: "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
+description: When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...
 risk: safe
-source: "https://github.com/Shpigford/skills/tree/main/readme"
-date_added: "2026-02-27"
+source: https://github.com/Shpigford/skills/tree/main/readme
+date_added: '2026-02-27'
+category: content
 ---
 
 # README Generator
diff --git a/skills/receiving-code-review/SKILL.md b/skills/receiving-code-review/SKILL.md
index d06f3263..462151bb 100644
--- a/skills/receiving-code-review/SKILL.md
+++ b/skills/receiving-code-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: receiving-code-review
-description: "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
+description: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Code Review Reception
diff --git a/skills/red-team-tools/SKILL.md b/skills/red-team-tools/SKILL.md
index 9690657a..b84d62eb 100644
--- a/skills/red-team-tools/SKILL.md
+++ b/skills/red-team-tools/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: red-team-tools
-description: "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
+description: This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate su...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Red Team Tools and Methodology
diff --git a/skills/reddit-automation/SKILL.md b/skills/reddit-automation/SKILL.md
index cb6fab71..074333be 100644
--- a/skills/reddit-automation/SKILL.md
+++ b/skills/reddit-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: reddit-automation
-description: "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
+description: 'Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Reddit Automation via Rube MCP
diff --git a/skills/reference-builder/SKILL.md b/skills/reference-builder/SKILL.md
index ceebfc4c..f2ea20db 100644
--- a/skills/reference-builder/SKILL.md
+++ b/skills/reference-builder/SKILL.md
@@ -4,6 +4,7 @@ description: Creates exhaustive technical references and API documentation. Gene
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/referral-program/SKILL.md b/skills/referral-program/SKILL.md
index a5f2fed8..8fed7e9f 100644
--- a/skills/referral-program/SKILL.md
+++ b/skills/referral-program/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: referral-program
-description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
+description: When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Referral & Affiliate Programs
diff --git a/skills/remotion-best-practices/SKILL.md b/skills/remotion-best-practices/SKILL.md
index 7d80cc7d..9e911b87 100644
--- a/skills/remotion-best-practices/SKILL.md
+++ b/skills/remotion-best-practices/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: remotion-best-practices
-description: "Best practices for Remotion - Video creation in React"
+description: Best practices for Remotion - Video creation in React
 risk: unknown
 source: community
-tags: "remotion, video, react, animation, composition"
-date_added: "2026-02-27"
+tags: remotion, video, react, animation, composition
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## When to use
diff --git a/skills/render-automation/SKILL.md b/skills/render-automation/SKILL.md
index 75be2283..2547b1f5 100644
--- a/skills/render-automation/SKILL.md
+++ b/skills/render-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: render-automation
-description: "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
+description: 'Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Render Automation via Rube MCP
diff --git a/skills/research-engineer/SKILL.md b/skills/research-engineer/SKILL.md
index c1690fd4..8a4158b9 100644
--- a/skills/research-engineer/SKILL.md
+++ b/skills/research-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: research-engineer
-description: "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
+description: An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Academic Research Engineer
diff --git a/skills/returns-reverse-logistics/SKILL.md b/skills/returns-reverse-logistics/SKILL.md
index a8c8b12d..926a44b5 100644
--- a/skills/returns-reverse-logistics/SKILL.md
+++ b/skills/returns-reverse-logistics/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for returns authorisation, receipt and inspectio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## When to Use
diff --git a/skills/reverse-engineer/SKILL.md b/skills/reverse-engineer/SKILL.md
index 25471253..c62e1efb 100644
--- a/skills/reverse-engineer/SKILL.md
+++ b/skills/reverse-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert reverse engineer specializing in binary analysis, disassembl
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Common RE scripting environments
diff --git a/skills/risk-metrics-calculation/SKILL.md b/skills/risk-metrics-calculation/SKILL.md
index 0619234f..30127bbe 100644
--- a/skills/risk-metrics-calculation/SKILL.md
+++ b/skills/risk-metrics-calculation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: risk-metrics-calculation
-description: "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
+description: Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Risk Metrics Calculation
diff --git a/skills/ruby-pro/SKILL.md b/skills/ruby-pro/SKILL.md
index 5c31d50a..1496214a 100644
--- a/skills/ruby-pro/SKILL.md
+++ b/skills/ruby-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic Ruby code with metaprogramming, Rails patterns, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/rust-async-patterns/SKILL.md b/skills/rust-async-patterns/SKILL.md
index c5f23f94..445fa6e3 100644
--- a/skills/rust-async-patterns/SKILL.md
+++ b/skills/rust-async-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: rust-async-patterns
-description: "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
+description: Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Rust Async Patterns
diff --git a/skills/rust-pro/SKILL.md b/skills/rust-pro/SKILL.md
index 8044632c..2c2c185a 100644
--- a/skills/rust-pro/SKILL.md
+++ b/skills/rust-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Rust 1.75+ with modern async patterns, advanced type system
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.
 
diff --git a/skills/saas-mvp-launcher/SKILL.md b/skills/saas-mvp-launcher/SKILL.md
index 38ce28de..ddaa84bf 100644
--- a/skills/saas-mvp-launcher/SKILL.md
+++ b/skills/saas-mvp-launcher/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: saas-mvp-launcher
-description: "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist."
+description: Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.
 risk: safe
 source: community
-date_added: "2026-03-04"
+date_added: '2026-03-04'
+category: backend
 ---
 
 # SaaS MVP Launcher
diff --git a/skills/saga-orchestration/SKILL.md b/skills/saga-orchestration/SKILL.md
index 59dfd9e0..63321330 100644
--- a/skills/saga-orchestration/SKILL.md
+++ b/skills/saga-orchestration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: saga-orchestration
-description: "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
+description: Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Saga Orchestration
diff --git a/skills/sales-automator/SKILL.md b/skills/sales-automator/SKILL.md
index cd2c0b3c..e3a27b93 100644
--- a/skills/sales-automator/SKILL.md
+++ b/skills/sales-automator/SKILL.md
@@ -10,6 +10,7 @@ description: 'Draft cold emails, follow-ups, and proposal templates. Creates
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/salesforce-automation/SKILL.md b/skills/salesforce-automation/SKILL.md
index 7d48b4b5..03d90a5a 100644
--- a/skills/salesforce-automation/SKILL.md
+++ b/skills/salesforce-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: salesforce-automation
-description: "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
+description: 'Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Salesforce Automation via Rube MCP
diff --git a/skills/salesforce-development/SKILL.md b/skills/salesforce-development/SKILL.md
index 87dc1588..80bcb58a 100644
--- a/skills/salesforce-development/SKILL.md
+++ b/skills/salesforce-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: salesforce-development
-description: "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
+description: Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Salesforce Development
diff --git a/skills/sast-configuration/SKILL.md b/skills/sast-configuration/SKILL.md
index 6102981a..93a3321b 100644
--- a/skills/sast-configuration/SKILL.md
+++ b/skills/sast-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sast-configuration
-description: "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
+description: Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # SAST Configuration
diff --git a/skills/scala-pro/SKILL.md b/skills/scala-pro/SKILL.md
index 524a77a4..95fc8b54 100644
--- a/skills/scala-pro/SKILL.md
+++ b/skills/scala-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master enterprise-grade Scala development with functional programmi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/scanning-tools/SKILL.md b/skills/scanning-tools/SKILL.md
index dde3d291..f0027a03 100644
--- a/skills/scanning-tools/SKILL.md
+++ b/skills/scanning-tools/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: scanning-tools
-description: "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
+description: This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detec...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Scanning Tools
diff --git a/skills/schema-markup/SKILL.md b/skills/schema-markup/SKILL.md
index baeaae74..e1eafda2 100644
--- a/skills/schema-markup/SKILL.md
+++ b/skills/schema-markup/SKILL.md
@@ -4,6 +4,7 @@ description: Design, validate, and optimize schema.org structured data for eligi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ---
diff --git a/skills/screen-reader-testing/SKILL.md b/skills/screen-reader-testing/SKILL.md
index cec02fef..98de4c7e 100644
--- a/skills/screen-reader-testing/SKILL.md
+++ b/skills/screen-reader-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: screen-reader-testing
-description: "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
+description: Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Screen Reader Testing
diff --git a/skills/screenshots/SKILL.md b/skills/screenshots/SKILL.md
index 95f98815..e8a32635 100644
--- a/skills/screenshots/SKILL.md
+++ b/skills/screenshots/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: screenshots
-description: "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
+description: Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
 risk: safe
-source: "https://github.com/Shpigford/skills/tree/main/screenshots"
-date_added: "2026-02-27"
+source: https://github.com/Shpigford/skills/tree/main/screenshots
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Screenshots
diff --git a/skills/scroll-experience/SKILL.md b/skills/scroll-experience/SKILL.md
index 2a3ff48e..abc52584 100644
--- a/skills/scroll-experience/SKILL.md
+++ b/skills/scroll-experience/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: scroll-experience
-description: "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
+description: Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Scroll Experience
diff --git a/skills/search-specialist/SKILL.md b/skills/search-specialist/SKILL.md
index a0a8fb49..147c74db 100644
--- a/skills/search-specialist/SKILL.md
+++ b/skills/search-specialist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: search-specialist
-description: "Expert web researcher using advanced search techniques and"
+description: Expert web researcher using advanced search techniques and
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/secrets-management/SKILL.md b/skills/secrets-management/SKILL.md
index 2a1f12b4..57ce314b 100644
--- a/skills/secrets-management/SKILL.md
+++ b/skills/secrets-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: secrets-management
-description: "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
+description: Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Secrets Management
diff --git a/skills/security-auditor/SKILL.md b/skills/security-auditor/SKILL.md
index e034df8d..5e9199c1 100644
--- a/skills/security-auditor/SKILL.md
+++ b/skills/security-auditor/SKILL.md
@@ -4,6 +4,7 @@ description: Expert security auditor specializing in DevSecOps, comprehensive cy
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.
 
diff --git a/skills/security-bluebook-builder/SKILL.md b/skills/security-bluebook-builder/SKILL.md
index 6993a716..4810c44a 100644
--- a/skills/security-bluebook-builder/SKILL.md
+++ b/skills/security-bluebook-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-bluebook-builder
-description: "Build security Blue Books for sensitive apps"
+description: Build security Blue Books for sensitive apps
 risk: safe
-source: "https://github.com/SHADOWPR0/security-bluebook-builder"
-date_added: "2026-02-27"
+source: https://github.com/SHADOWPR0/security-bluebook-builder
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Bluebook Builder
diff --git a/skills/security-compliance-compliance-check/SKILL.md b/skills/security-compliance-compliance-check/SKILL.md
index 8f9c7c00..c5bf27dd 100644
--- a/skills/security-compliance-compliance-check/SKILL.md
+++ b/skills/security-compliance-compliance-check/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-compliance-compliance-check
-description: "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
+description: You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Regulatory Compliance Check
diff --git a/skills/security-requirement-extraction/SKILL.md b/skills/security-requirement-extraction/SKILL.md
index 6faeae7f..f8a25ef7 100644
--- a/skills/security-requirement-extraction/SKILL.md
+++ b/skills/security-requirement-extraction/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-requirement-extraction
-description: "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
+description: Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Requirement Extraction
diff --git a/skills/security-scanning-security-dependencies/SKILL.md b/skills/security-scanning-security-dependencies/SKILL.md
index 51fcbb27..64ffb4a5 100644
--- a/skills/security-scanning-security-dependencies/SKILL.md
+++ b/skills/security-scanning-security-dependencies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-scanning-security-dependencies
-description: "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
+description: You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Vulnerability Scanning
diff --git a/skills/security-scanning-security-hardening/SKILL.md b/skills/security-scanning-security-hardening/SKILL.md
index b3b9953d..56fdb662 100644
--- a/skills/security-scanning-security-hardening/SKILL.md
+++ b/skills/security-scanning-security-hardening/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-scanning-security-hardening
-description: "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
+description: Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
diff --git a/skills/security-scanning-security-sast/SKILL.md b/skills/security-scanning-security-sast/SKILL.md
index 615690d0..f292e630 100644
--- a/skills/security-scanning-security-sast/SKILL.md
+++ b/skills/security-scanning-security-sast/SKILL.md
@@ -8,6 +8,7 @@ description: 'Static Application Security Testing (SAST) for code vulnerability
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 # SAST Security Plugin
 
diff --git a/skills/segment-automation/SKILL.md b/skills/segment-automation/SKILL.md
index b5dc6b4b..de6a26d2 100644
--- a/skills/segment-automation/SKILL.md
+++ b/skills/segment-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: segment-automation
-description: "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
+description: 'Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Segment Automation via Rube MCP
diff --git a/skills/segment-cdp/SKILL.md b/skills/segment-cdp/SKILL.md
index 6b0fc222..53a95131 100644
--- a/skills/segment-cdp/SKILL.md
+++ b/skills/segment-cdp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: segment-cdp
-description: "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
+description: Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Segment CDP
diff --git a/skills/sendgrid-automation/SKILL.md b/skills/sendgrid-automation/SKILL.md
index 74607408..b1353bd8 100644
--- a/skills/sendgrid-automation/SKILL.md
+++ b/skills/sendgrid-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sendgrid-automation
-description: "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
+description: Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # SendGrid Automation via Rube MCP
diff --git a/skills/senior-architect/SKILL.md b/skills/senior-architect/SKILL.md
index f670866e..8ccebd5c 100644
--- a/skills/senior-architect/SKILL.md
+++ b/skills/senior-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: senior-architect
-description: "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
+description: Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Senior Architect
diff --git a/skills/senior-fullstack/SKILL.md b/skills/senior-fullstack/SKILL.md
index 13346f7a..19220479 100644
--- a/skills/senior-fullstack/SKILL.md
+++ b/skills/senior-fullstack/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: senior-fullstack
-description: "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
+description: Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Senior Fullstack
diff --git a/skills/sentry-automation/SKILL.md b/skills/sentry-automation/SKILL.md
index 1ce20336..fe477b05 100644
--- a/skills/sentry-automation/SKILL.md
+++ b/skills/sentry-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sentry-automation
-description: "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
+description: 'Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Sentry Automation via Rube MCP
diff --git a/skills/seo-audit/SKILL.md b/skills/seo-audit/SKILL.md
index c18b817e..2f9cec40 100644
--- a/skills/seo-audit/SKILL.md
+++ b/skills/seo-audit/SKILL.md
@@ -4,6 +4,7 @@ description: Diagnose and audit SEO issues affecting crawlability, indexation, r
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # SEO Audit
diff --git a/skills/seo-authority-builder/SKILL.md b/skills/seo-authority-builder/SKILL.md
index 0b0f5605..c87e3f9c 100644
--- a/skills/seo-authority-builder/SKILL.md
+++ b/skills/seo-authority-builder/SKILL.md
@@ -10,6 +10,7 @@ description: 'Analyzes content for E-E-A-T signals and suggests improvements to
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-cannibalization-detector/SKILL.md b/skills/seo-cannibalization-detector/SKILL.md
index 3e909530..bf9aadda 100644
--- a/skills/seo-cannibalization-detector/SKILL.md
+++ b/skills/seo-cannibalization-detector/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes multiple provided pages to identify keyword overlap and po
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-auditor/SKILL.md b/skills/seo-content-auditor/SKILL.md
index a14c617b..f36d175e 100644
--- a/skills/seo-content-auditor/SKILL.md
+++ b/skills/seo-content-auditor/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes provided content for quality, E-E-A-T signals, and SEO bes
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-planner/SKILL.md b/skills/seo-content-planner/SKILL.md
index e0c11ab9..45aff1c8 100644
--- a/skills/seo-content-planner/SKILL.md
+++ b/skills/seo-content-planner/SKILL.md
@@ -10,6 +10,7 @@ description: 'Creates comprehensive content outlines and topic clusters for SEO.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-refresher/SKILL.md b/skills/seo-content-refresher/SKILL.md
index 3be73f8d..a75b1688 100644
--- a/skills/seo-content-refresher/SKILL.md
+++ b/skills/seo-content-refresher/SKILL.md
@@ -4,6 +4,7 @@ description: Identifies outdated elements in provided content and suggests updat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-writer/SKILL.md b/skills/seo-content-writer/SKILL.md
index 4933f61b..cc968b5b 100644
--- a/skills/seo-content-writer/SKILL.md
+++ b/skills/seo-content-writer/SKILL.md
@@ -4,6 +4,7 @@ description: Writes SEO-optimized content based on provided keywords and topic b
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-forensic-incident-response/SKILL.md b/skills/seo-forensic-incident-response/SKILL.md
index 3f0bfb1b..b5cd8f92 100644
--- a/skills/seo-forensic-incident-response/SKILL.md
+++ b/skills/seo-forensic-incident-response/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: seo-forensic-incident-response
-description: "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
+description: Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
 risk: safe
 source: original
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # SEO Forensic Incident Response
diff --git a/skills/seo-fundamentals/SKILL.md b/skills/seo-fundamentals/SKILL.md
index f79011fa..47363a3d 100644
--- a/skills/seo-fundamentals/SKILL.md
+++ b/skills/seo-fundamentals/SKILL.md
@@ -4,6 +4,7 @@ description: Core principles of SEO including E-E-A-T, Core Web Vitals, technica
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ---
diff --git a/skills/seo-keyword-strategist/SKILL.md b/skills/seo-keyword-strategist/SKILL.md
index 7899670b..ede7fbb2 100644
--- a/skills/seo-keyword-strategist/SKILL.md
+++ b/skills/seo-keyword-strategist/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes keyword usage in provided content, calculates density, sug
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-meta-optimizer/SKILL.md b/skills/seo-meta-optimizer/SKILL.md
index 5deba72b..03a74918 100644
--- a/skills/seo-meta-optimizer/SKILL.md
+++ b/skills/seo-meta-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Creates optimized meta titles, descriptions, and URL suggestions ba
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-snippet-hunter/SKILL.md b/skills/seo-snippet-hunter/SKILL.md
index b47ad1d7..12e07ed4 100644
--- a/skills/seo-snippet-hunter/SKILL.md
+++ b/skills/seo-snippet-hunter/SKILL.md
@@ -4,6 +4,7 @@ description: Formats content to be eligible for featured snippets and SERP featu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-structure-architect/SKILL.md b/skills/seo-structure-architect/SKILL.md
index d62f99bc..ab504e45 100644
--- a/skills/seo-structure-architect/SKILL.md
+++ b/skills/seo-structure-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes and optimizes content structure including header hierarchy
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/server-management/SKILL.md b/skills/server-management/SKILL.md
index 0e6d9e2a..832a4dc1 100644
--- a/skills/server-management/SKILL.md
+++ b/skills/server-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: server-management
-description: "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
+description: Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Server Management
diff --git a/skills/service-mesh-expert/SKILL.md b/skills/service-mesh-expert/SKILL.md
index 83262c00..74ccbd9d 100644
--- a/skills/service-mesh-expert/SKILL.md
+++ b/skills/service-mesh-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: service-mesh-expert
-description: "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
+description: Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Service Mesh Expert
diff --git a/skills/service-mesh-observability/SKILL.md b/skills/service-mesh-observability/SKILL.md
index fcbf6454..6b816a8e 100644
--- a/skills/service-mesh-observability/SKILL.md
+++ b/skills/service-mesh-observability/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: service-mesh-observability
-description: "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
+description: Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Service Mesh Observability
diff --git a/skills/shader-programming-glsl/SKILL.md b/skills/shader-programming-glsl/SKILL.md
index fc4acd24..e0d37b70 100644
--- a/skills/shader-programming-glsl/SKILL.md
+++ b/skills/shader-programming-glsl/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shader-programming-glsl
-description: "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
+description: Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Shader Programming GLSL
diff --git a/skills/sharp-edges/SKILL.md b/skills/sharp-edges/SKILL.md
index c4a407ae..5dfae76a 100644
--- a/skills/sharp-edges/SKILL.md
+++ b/skills/sharp-edges/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sharp-edges
-description: "Identify error-prone APIs and dangerous configurations"
+description: Identify error-prone APIs and dangerous configurations
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Sharp Edges
diff --git a/skills/shodan-reconnaissance/SKILL.md b/skills/shodan-reconnaissance/SKILL.md
index 9865da90..e07a2cf2 100644
--- a/skills/shodan-reconnaissance/SKILL.md
+++ b/skills/shodan-reconnaissance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shodan-reconnaissance
-description: "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
+description: This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Shodan Reconnaissance and Pentesting
diff --git a/skills/shopify-apps/SKILL.md b/skills/shopify-apps/SKILL.md
index b4b68545..c057bb3e 100644
--- a/skills/shopify-apps/SKILL.md
+++ b/skills/shopify-apps/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shopify-apps
-description: "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
+description: Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Shopify Apps
diff --git a/skills/shopify-automation/SKILL.md b/skills/shopify-automation/SKILL.md
index 96fbffc5..8f9b8a04 100644
--- a/skills/shopify-automation/SKILL.md
+++ b/skills/shopify-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shopify-automation
-description: "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
+description: 'Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Shopify Automation via Rube MCP
diff --git a/skills/shopify-development/SKILL.md b/skills/shopify-development/SKILL.md
index 6699b38b..a34debee 100644
--- a/skills/shopify-development/SKILL.md
+++ b/skills/shopify-development/SKILL.md
@@ -4,6 +4,7 @@ description: Build Shopify apps, extensions, themes using GraphQL Admin API, Sho
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Shopify Development Skill
diff --git a/skills/similarity-search-patterns/SKILL.md b/skills/similarity-search-patterns/SKILL.md
index 49acd5d4..879e1869 100644
--- a/skills/similarity-search-patterns/SKILL.md
+++ b/skills/similarity-search-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: similarity-search-patterns
-description: "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
+description: Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Similarity Search Patterns
diff --git a/skills/skill-creator-ms/SKILL.md b/skills/skill-creator-ms/SKILL.md
index 081d87e6..78c0068a 100644
--- a/skills/skill-creator-ms/SKILL.md
+++ b/skills/skill-creator-ms/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-creator-ms
-description: "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
+description: Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Skill Creator
diff --git a/skills/skill-developer/SKILL.md b/skills/skill-developer/SKILL.md
index 85979568..40372855 100644
--- a/skills/skill-developer/SKILL.md
+++ b/skills/skill-developer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-developer
-description: "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
+description: Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Skill Developer Guide
diff --git a/skills/skill-rails-upgrade/SKILL.md b/skills/skill-rails-upgrade/SKILL.md
index 0bbcda5e..c279380b 100644
--- a/skills/skill-rails-upgrade/SKILL.md
+++ b/skills/skill-rails-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-rails-upgrade
-description: "Analyze Rails apps and provide upgrade assessments"
+description: Analyze Rails apps and provide upgrade assessments
 risk: safe
-source: "https://github.com/robzolkos/skill-rails-upgrade"
-date_added: "2026-02-27"
+source: https://github.com/robzolkos/skill-rails-upgrade
+date_added: '2026-02-27'
+category: backend
 ---
 
 ## When to Use This Skill
diff --git a/skills/skill-router/SKILL.md b/skills/skill-router/SKILL.md
index 3b59e506..5eb30108 100644
--- a/skills/skill-router/SKILL.md
+++ b/skills/skill-router/SKILL.md
@@ -1,8 +1,9 @@
 ---
 name: skill-router
-description: "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal."
+description: Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.
 risk: safe
 source: self
+category: web-development
 ---
 
 # Skill Router
diff --git a/skills/skill-seekers/SKILL.md b/skills/skill-seekers/SKILL.md
index 1f1f9ec8..516977d1 100644
--- a/skills/skill-seekers/SKILL.md
+++ b/skills/skill-seekers/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-seekers
-description: "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
+description: -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
 risk: safe
-source: "https://github.com/yusufkaraaslan/Skill_Seekers"
-date_added: "2026-02-27"
+source: https://github.com/yusufkaraaslan/Skill_Seekers
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Skill Seekers
diff --git a/skills/slack-automation/SKILL.md b/skills/slack-automation/SKILL.md
index 158f1ba4..1bdc66eb 100644
--- a/skills/slack-automation/SKILL.md
+++ b/skills/slack-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-automation
-description: "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
+description: Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Slack Automation via Rube MCP
diff --git a/skills/slack-bot-builder/SKILL.md b/skills/slack-bot-builder/SKILL.md
index 5546a7d6..21a8304b 100644
--- a/skills/slack-bot-builder/SKILL.md
+++ b/skills/slack-bot-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-bot-builder
-description: "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
+description: Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Slack Bot Builder
diff --git a/skills/slack-gif-creator/SKILL.md b/skills/slack-gif-creator/SKILL.md
index ca824d29..e55444ff 100644
--- a/skills/slack-gif-creator/SKILL.md
+++ b/skills/slack-gif-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-gif-creator
-description: "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
+description: Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Slack GIF Creator
diff --git a/skills/smtp-penetration-testing/SKILL.md b/skills/smtp-penetration-testing/SKILL.md
index 6255da09..8a424524 100644
--- a/skills/smtp-penetration-testing/SKILL.md
+++ b/skills/smtp-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: smtp-penetration-testing
-description: "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
+description: This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email cre...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # SMTP Penetration Testing
diff --git a/skills/social-content/SKILL.md b/skills/social-content/SKILL.md
index f213beae..f11b8825 100644
--- a/skills/social-content/SKILL.md
+++ b/skills/social-content/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: social-content
-description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
+description: When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Social Content
diff --git a/skills/solidity-security/SKILL.md b/skills/solidity-security/SKILL.md
index d78df4b2..1c5b649a 100644
--- a/skills/solidity-security/SKILL.md
+++ b/skills/solidity-security/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: solidity-security
-description: "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
+description: Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Solidity Security
diff --git a/skills/spark-optimization/SKILL.md b/skills/spark-optimization/SKILL.md
index ba7da0fb..100f77b3 100644
--- a/skills/spark-optimization/SKILL.md
+++ b/skills/spark-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: spark-optimization
-description: "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
+description: Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Apache Spark Optimization
diff --git a/skills/sql-injection-testing/SKILL.md b/skills/sql-injection-testing/SKILL.md
index ad2bc41c..89d48623 100644
--- a/skills/sql-injection-testing/SKILL.md
+++ b/skills/sql-injection-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sql-injection-testing
-description: "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
+description: This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # SQL Injection Testing
diff --git a/skills/sql-optimization-patterns/SKILL.md b/skills/sql-optimization-patterns/SKILL.md
index 40959815..76eed7a0 100644
--- a/skills/sql-optimization-patterns/SKILL.md
+++ b/skills/sql-optimization-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sql-optimization-patterns
-description: "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
+description: Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # SQL Optimization Patterns
diff --git a/skills/sql-pro/SKILL.md b/skills/sql-pro/SKILL.md
index 15bdf324..0f84fa75 100644
--- a/skills/sql-pro/SKILL.md
+++ b/skills/sql-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern SQL with cloud-native databases, OLTP/OLAP optimizati
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.
 
diff --git a/skills/sqlmap-database-pentesting/SKILL.md b/skills/sqlmap-database-pentesting/SKILL.md
index acd41e17..11600d15 100644
--- a/skills/sqlmap-database-pentesting/SKILL.md
+++ b/skills/sqlmap-database-pentesting/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sqlmap-database-pentesting
-description: "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
+description: This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # SQLMap Database Penetration Testing
diff --git a/skills/square-automation/SKILL.md b/skills/square-automation/SKILL.md
index 6b5d7cf1..fa8fb36f 100644
--- a/skills/square-automation/SKILL.md
+++ b/skills/square-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: square-automation
-description: "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
+description: 'Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Square Automation via Rube MCP
diff --git a/skills/ssh-penetration-testing/SKILL.md b/skills/ssh-penetration-testing/SKILL.md
index 68a5b1c3..1ffaecc3 100644
--- a/skills/ssh-penetration-testing/SKILL.md
+++ b/skills/ssh-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ssh-penetration-testing
-description: "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
+description: This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # SSH Penetration Testing
diff --git a/skills/startup-analyst/SKILL.md b/skills/startup-analyst/SKILL.md
index 1abb4160..9b5c7e6f 100644
--- a/skills/startup-analyst/SKILL.md
+++ b/skills/startup-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Expert startup business analyst specializing in market sizing, fina
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/startup-business-analyst-financial-projections/SKILL.md b/skills/startup-business-analyst-financial-projections/SKILL.md
index ec196371..8efadc91 100644
--- a/skills/startup-business-analyst-financial-projections/SKILL.md
+++ b/skills/startup-business-analyst-financial-projections/SKILL.md
@@ -8,6 +8,7 @@ description: 'Create detailed 3-5 year financial model with revenue, costs, cash
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Financial Projections
diff --git a/skills/startup-business-analyst-market-opportunity/SKILL.md b/skills/startup-business-analyst-market-opportunity/SKILL.md
index 04d6ad07..e737f41b 100644
--- a/skills/startup-business-analyst-market-opportunity/SKILL.md
+++ b/skills/startup-business-analyst-market-opportunity/SKILL.md
@@ -8,6 +8,7 @@ description: 'Generate comprehensive market opportunity analysis with TAM/SAM/SO
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Market Opportunity Analysis
diff --git a/skills/startup-financial-modeling/SKILL.md b/skills/startup-financial-modeling/SKILL.md
index 2c9c6b65..3da5070e 100644
--- a/skills/startup-financial-modeling/SKILL.md
+++ b/skills/startup-financial-modeling/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"create financia
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Startup Financial Modeling
diff --git a/skills/stitch-ui-design/SKILL.md b/skills/stitch-ui-design/SKILL.md
index 1b7c7822..4190162d 100644
--- a/skills/stitch-ui-design/SKILL.md
+++ b/skills/stitch-ui-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stitch-ui-design
-description: "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
+description: Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Stitch UI Design Prompting
diff --git a/skills/stride-analysis-patterns/SKILL.md b/skills/stride-analysis-patterns/SKILL.md
index e3b6f3a2..5b8dcbb8 100644
--- a/skills/stride-analysis-patterns/SKILL.md
+++ b/skills/stride-analysis-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stride-analysis-patterns
-description: "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
+description: Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # STRIDE Analysis Patterns
diff --git a/skills/stripe-automation/SKILL.md b/skills/stripe-automation/SKILL.md
index 2e63dedf..99ba9735 100644
--- a/skills/stripe-automation/SKILL.md
+++ b/skills/stripe-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stripe-automation
-description: "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
+description: 'Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Stripe Automation via Rube MCP
diff --git a/skills/stripe-integration/SKILL.md b/skills/stripe-integration/SKILL.md
index 44d4ea3d..58a3f048 100644
--- a/skills/stripe-integration/SKILL.md
+++ b/skills/stripe-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stripe-integration
-description: "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
+description: Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Stripe Integration
diff --git a/skills/subagent-driven-development/SKILL.md b/skills/subagent-driven-development/SKILL.md
index af91b276..ede05b1e 100644
--- a/skills/subagent-driven-development/SKILL.md
+++ b/skills/subagent-driven-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: subagent-driven-development
-description: "Use when executing implementation plans with independent tasks in the current session"
+description: Use when executing implementation plans with independent tasks in the current session
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Subagent-Driven Development
diff --git a/skills/supabase-automation/SKILL.md b/skills/supabase-automation/SKILL.md
index c13cc979..5d4ac8a1 100644
--- a/skills/supabase-automation/SKILL.md
+++ b/skills/supabase-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: supabase-automation
-description: "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Supabase Automation via Rube MCP
diff --git a/skills/swiftui-expert-skill/SKILL.md b/skills/swiftui-expert-skill/SKILL.md
index 11f49c76..c3b8d062 100644
--- a/skills/swiftui-expert-skill/SKILL.md
+++ b/skills/swiftui-expert-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: swiftui-expert-skill
-description: "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
+description: Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...
 risk: safe
-source: "https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill"
-date_added: "2026-02-27"
+source: https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # SwiftUI Expert Skill
diff --git a/skills/systematic-debugging/SKILL.md b/skills/systematic-debugging/SKILL.md
index bdc79b55..0aebfc7d 100644
--- a/skills/systematic-debugging/SKILL.md
+++ b/skills/systematic-debugging/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: systematic-debugging
-description: "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
+description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Systematic Debugging
diff --git a/skills/systems-programming-rust-project/SKILL.md b/skills/systems-programming-rust-project/SKILL.md
index 7fb500d2..9866b441 100644
--- a/skills/systems-programming-rust-project/SKILL.md
+++ b/skills/systems-programming-rust-project/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: systems-programming-rust-project
-description: "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
+description: You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Rust Project Scaffolding
diff --git a/skills/tailwind-design-system/SKILL.md b/skills/tailwind-design-system/SKILL.md
index dbbc9c80..a6052e0c 100644
--- a/skills/tailwind-design-system/SKILL.md
+++ b/skills/tailwind-design-system/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tailwind-design-system
-description: "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
+description: Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Tailwind Design System
diff --git a/skills/tailwind-patterns/SKILL.md b/skills/tailwind-patterns/SKILL.md
index 77597623..2537d289 100644
--- a/skills/tailwind-patterns/SKILL.md
+++ b/skills/tailwind-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tailwind-patterns
-description: "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
+description: Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Tailwind CSS Patterns (v4 - 2025)
diff --git a/skills/tavily-web/SKILL.md b/skills/tavily-web/SKILL.md
index e22cff4a..08dc298d 100644
--- a/skills/tavily-web/SKILL.md
+++ b/skills/tavily-web/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tavily-web
-description: "Web search, content extraction, crawling, and research capabilities using Tavily API"
+description: Web search, content extraction, crawling, and research capabilities using Tavily API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # tavily-web
diff --git a/skills/tdd-orchestrator/SKILL.md b/skills/tdd-orchestrator/SKILL.md
index 7f6a031d..0b8bf9c6 100644
--- a/skills/tdd-orchestrator/SKILL.md
+++ b/skills/tdd-orchestrator/SKILL.md
@@ -4,6 +4,7 @@ description: Master TDD orchestrator specializing in red-green-refactor discipli
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/tdd-workflow/SKILL.md b/skills/tdd-workflow/SKILL.md
index 15c8f99c..9bfdf7d7 100644
--- a/skills/tdd-workflow/SKILL.md
+++ b/skills/tdd-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflow
-description: "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
+description: Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # TDD Workflow
diff --git a/skills/tdd-workflows-tdd-cycle/SKILL.md b/skills/tdd-workflows-tdd-cycle/SKILL.md
index 68e12a1f..efd91e0d 100644
--- a/skills/tdd-workflows-tdd-cycle/SKILL.md
+++ b/skills/tdd-workflows-tdd-cycle/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-cycle
-description: "Use when working with tdd workflows tdd cycle"
+description: Use when working with tdd workflows tdd cycle
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/tdd-workflows-tdd-green/SKILL.md b/skills/tdd-workflows-tdd-green/SKILL.md
index 29e85641..3d4057ed 100644
--- a/skills/tdd-workflows-tdd-green/SKILL.md
+++ b/skills/tdd-workflows-tdd-green/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-green
-description: "Implement the minimal code needed to make failing tests pass in the TDD green phase."
+description: Implement the minimal code needed to make failing tests pass in the TDD green phase.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Green Phase: Simple function
diff --git a/skills/tdd-workflows-tdd-red/SKILL.md b/skills/tdd-workflows-tdd-red/SKILL.md
index 3fe9e30c..18ff8621 100644
--- a/skills/tdd-workflows-tdd-red/SKILL.md
+++ b/skills/tdd-workflows-tdd-red/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-red
-description: "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
+description: Generate failing tests for the TDD red phase to define expected behavior and edge cases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 Write comprehensive failing tests following TDD red phase principles.
diff --git a/skills/tdd-workflows-tdd-refactor/SKILL.md b/skills/tdd-workflows-tdd-refactor/SKILL.md
index 0bfa2307..83c826f6 100644
--- a/skills/tdd-workflows-tdd-refactor/SKILL.md
+++ b/skills/tdd-workflows-tdd-refactor/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-refactor
-description: "Use when working with tdd workflows tdd refactor"
+description: Use when working with tdd workflows tdd refactor
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/team-collaboration-issue/SKILL.md b/skills/team-collaboration-issue/SKILL.md
index af766758..572f9040 100644
--- a/skills/team-collaboration-issue/SKILL.md
+++ b/skills/team-collaboration-issue/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: team-collaboration-issue
-description: "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
+description: You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Issue Resolution Expert
diff --git a/skills/team-collaboration-standup-notes/SKILL.md b/skills/team-collaboration-standup-notes/SKILL.md
index 5dd735c9..8168a127 100644
--- a/skills/team-collaboration-standup-notes/SKILL.md
+++ b/skills/team-collaboration-standup-notes/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: team-collaboration-standup-notes
-description: "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
+description: You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Standup Notes Generator
diff --git a/skills/telegram-automation/SKILL.md b/skills/telegram-automation/SKILL.md
index 8aeec09e..5974c2a8 100644
--- a/skills/telegram-automation/SKILL.md
+++ b/skills/telegram-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-automation
-description: "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
+description: 'Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Telegram Automation via Rube MCP
diff --git a/skills/telegram-bot-builder/SKILL.md b/skills/telegram-bot-builder/SKILL.md
index 08660858..a6446450 100644
--- a/skills/telegram-bot-builder/SKILL.md
+++ b/skills/telegram-bot-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-bot-builder
-description: "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
+description: Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Telegram Bot Builder
diff --git a/skills/telegram-mini-app/SKILL.md b/skills/telegram-mini-app/SKILL.md
index b936d054..0faa6384 100644
--- a/skills/telegram-mini-app/SKILL.md
+++ b/skills/telegram-mini-app/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-mini-app
-description: "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
+description: Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Telegram Mini App
diff --git a/skills/temporal-golang-pro/SKILL.md b/skills/temporal-golang-pro/SKILL.md
index aabe4c5d..d8d0a745 100644
--- a/skills/temporal-golang-pro/SKILL.md
+++ b/skills/temporal-golang-pro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: temporal-golang-pro
-description: "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
+description: Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Temporal Go SDK (temporal-golang-pro)
diff --git a/skills/temporal-python-pro/SKILL.md b/skills/temporal-python-pro/SKILL.md
index 1e3e368f..05d49c07 100644
--- a/skills/temporal-python-pro/SKILL.md
+++ b/skills/temporal-python-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Temporal workflow orchestration with Python SDK. Implements
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/temporal-python-testing/SKILL.md b/skills/temporal-python-testing/SKILL.md
index b23f4877..190179b1 100644
--- a/skills/temporal-python-testing/SKILL.md
+++ b/skills/temporal-python-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: temporal-python-testing
-description: "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
+description: Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Temporal Python Testing Strategies
diff --git a/skills/terraform-aws-modules/SKILL.md b/skills/terraform-aws-modules/SKILL.md
index 62cf1541..4f7c8dac 100644
--- a/skills/terraform-aws-modules/SKILL.md
+++ b/skills/terraform-aws-modules/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-aws-modules
-description: "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
+description: Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 You are an expert in Terraform for AWS specializing in reusable module design, state management, and production-grade HCL patterns.
 
diff --git a/skills/terraform-module-library/SKILL.md b/skills/terraform-module-library/SKILL.md
index e68c2c3d..60266a05 100644
--- a/skills/terraform-module-library/SKILL.md
+++ b/skills/terraform-module-library/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-module-library
-description: "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
+description: Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Terraform Module Library
diff --git a/skills/terraform-skill/SKILL.md b/skills/terraform-skill/SKILL.md
index 83480bf6..7c04fb29 100644
--- a/skills/terraform-skill/SKILL.md
+++ b/skills/terraform-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-skill
-description: "Terraform infrastructure as code best practices"
+description: Terraform infrastructure as code best practices
 risk: safe
-source: "https://github.com/antonbabenko/terraform-skill"
-date_added: "2026-02-27"
+source: https://github.com/antonbabenko/terraform-skill
+date_added: '2026-02-27'
+category: devops
 ---
 # Terraform Skill for Claude
 
diff --git a/skills/terraform-specialist/SKILL.md b/skills/terraform-specialist/SKILL.md
index de9aa73a..772325a4 100644
--- a/skills/terraform-specialist/SKILL.md
+++ b/skills/terraform-specialist/SKILL.md
@@ -4,6 +4,7 @@ description: Expert Terraform/OpenTofu specialist mastering advanced IaC automat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.
 
diff --git a/skills/test-automator/SKILL.md b/skills/test-automator/SKILL.md
index fca450ba..47cbdc40 100644
--- a/skills/test-automator/SKILL.md
+++ b/skills/test-automator/SKILL.md
@@ -4,6 +4,7 @@ description: Master AI-powered test automation with modern frameworks, self-heal
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/test-driven-development/SKILL.md b/skills/test-driven-development/SKILL.md
index ff26c568..f600a8c3 100644
--- a/skills/test-driven-development/SKILL.md
+++ b/skills/test-driven-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: test-driven-development
-description: "Use when implementing any feature or bugfix, before writing implementation code"
+description: Use when implementing any feature or bugfix, before writing implementation code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Test-Driven Development (TDD)
diff --git a/skills/test-fixing/SKILL.md b/skills/test-fixing/SKILL.md
index c26c0880..3ef1aedd 100644
--- a/skills/test-fixing/SKILL.md
+++ b/skills/test-fixing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: test-fixing
-description: "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
+description: Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Test Fixing
diff --git a/skills/testing-patterns/SKILL.md b/skills/testing-patterns/SKILL.md
index ac371ab1..2ffb2cc2 100644
--- a/skills/testing-patterns/SKILL.md
+++ b/skills/testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: testing-patterns
-description: "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
+description: Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Testing Patterns and Utilities
diff --git a/skills/theme-factory/SKILL.md b/skills/theme-factory/SKILL.md
index db019bf6..f35ac4fd 100644
--- a/skills/theme-factory/SKILL.md
+++ b/skills/theme-factory/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: theme-factory
-description: "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
+description: Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 
diff --git a/skills/threat-mitigation-mapping/SKILL.md b/skills/threat-mitigation-mapping/SKILL.md
index a4f68a21..a57ea83f 100644
--- a/skills/threat-mitigation-mapping/SKILL.md
+++ b/skills/threat-mitigation-mapping/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threat-mitigation-mapping
-description: "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
+description: Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Threat Mitigation Mapping
diff --git a/skills/threat-modeling-expert/SKILL.md b/skills/threat-modeling-expert/SKILL.md
index 2a9b0fff..ebab7839 100644
--- a/skills/threat-modeling-expert/SKILL.md
+++ b/skills/threat-modeling-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threat-modeling-expert
-description: "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
+description: Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Threat Modeling Expert
diff --git a/skills/threejs-skills/SKILL.md b/skills/threejs-skills/SKILL.md
index 5164d146..390576c9 100644
--- a/skills/threejs-skills/SKILL.md
+++ b/skills/threejs-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threejs-skills
-description: "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
+description: Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
 risk: safe
-source: "https://github.com/CloudAI-X/threejs-skills"
-date_added: "2026-02-27"
+source: https://github.com/CloudAI-X/threejs-skills
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Three.js Skills
diff --git a/skills/tiktok-automation/SKILL.md b/skills/tiktok-automation/SKILL.md
index 0503dad0..63b0349e 100644
--- a/skills/tiktok-automation/SKILL.md
+++ b/skills/tiktok-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tiktok-automation
-description: "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
+description: 'Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # TikTok Automation via Rube MCP
diff --git a/skills/todoist-automation/SKILL.md b/skills/todoist-automation/SKILL.md
index df7d1019..f9f0e4bc 100644
--- a/skills/todoist-automation/SKILL.md
+++ b/skills/todoist-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: todoist-automation
-description: "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Todoist Automation via Rube MCP
diff --git a/skills/top-web-vulnerabilities/SKILL.md b/skills/top-web-vulnerabilities/SKILL.md
index 97525c3d..6f08c1cb 100644
--- a/skills/top-web-vulnerabilities/SKILL.md
+++ b/skills/top-web-vulnerabilities/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: top-web-vulnerabilities
-description: "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
+description: This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about inject...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Top 100 Web Vulnerabilities Reference
diff --git a/skills/track-management/SKILL.md b/skills/track-management/SKILL.md
index c6332bc2..27b042ba 100644
--- a/skills/track-management/SKILL.md
+++ b/skills/track-management/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when creating, managing, or working with Conductor t
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Track Management
diff --git a/skills/trello-automation/SKILL.md b/skills/trello-automation/SKILL.md
index aa3483af..4e125afe 100644
--- a/skills/trello-automation/SKILL.md
+++ b/skills/trello-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: trello-automation
-description: "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
+description: Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Trello Automation via Rube MCP
diff --git a/skills/trigger-dev/SKILL.md b/skills/trigger-dev/SKILL.md
index 90c178ad..d26c9d36 100644
--- a/skills/trigger-dev/SKILL.md
+++ b/skills/trigger-dev/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: trigger-dev
-description: "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
+description: 'Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Trigger.dev Integration
diff --git a/skills/turborepo-caching/SKILL.md b/skills/turborepo-caching/SKILL.md
index a466fcfe..f2996cd6 100644
--- a/skills/turborepo-caching/SKILL.md
+++ b/skills/turborepo-caching/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: turborepo-caching
-description: "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
+description: Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Turborepo Caching
diff --git a/skills/tutorial-engineer/SKILL.md b/skills/tutorial-engineer/SKILL.md
index a7e7b889..c084cf81 100644
--- a/skills/tutorial-engineer/SKILL.md
+++ b/skills/tutorial-engineer/SKILL.md
@@ -5,7 +5,8 @@ risk: safe
 source: community
 date_added: '2026-03-02'
 metadata:
-  version: '2.0.0'
+  version: 2.0.0
+category: content
 ---
 
 ## Use this skill when
diff --git a/skills/twilio-communications/SKILL.md b/skills/twilio-communications/SKILL.md
index 1f129575..269aaaf6 100644
--- a/skills/twilio-communications/SKILL.md
+++ b/skills/twilio-communications/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: twilio-communications
-description: "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
+description: 'Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Twilio Communications
diff --git a/skills/twitter-automation/SKILL.md b/skills/twitter-automation/SKILL.md
index af6f03df..7b258a6c 100644
--- a/skills/twitter-automation/SKILL.md
+++ b/skills/twitter-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: twitter-automation
-description: "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
+description: 'Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Twitter/X Automation via Rube MCP
diff --git a/skills/typescript-advanced-types/SKILL.md b/skills/typescript-advanced-types/SKILL.md
index f3ec0260..81e679c0 100644
--- a/skills/typescript-advanced-types/SKILL.md
+++ b/skills/typescript-advanced-types/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: typescript-advanced-types
-description: "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
+description: Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # TypeScript Advanced Types
diff --git a/skills/typescript-pro/SKILL.md b/skills/typescript-pro/SKILL.md
index a3a825b5..bd80c0f3 100644
--- a/skills/typescript-pro/SKILL.md
+++ b/skills/typescript-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master TypeScript with advanced types, generics, and strict type sa
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 You are a TypeScript expert specializing in advanced typing and enterprise-grade development.
 
diff --git a/skills/ui-skills/SKILL.md b/skills/ui-skills/SKILL.md
index 535f96b4..a46f3b17 100644
--- a/skills/ui-skills/SKILL.md
+++ b/skills/ui-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ui-skills
-description: "Opinionated, evolving constraints to guide agents when building interfaces"
+description: Opinionated, evolving constraints to guide agents when building interfaces
 risk: safe
-source: "https://github.com/ibelick/ui-skills"
-date_added: "2026-02-27"
+source: https://github.com/ibelick/ui-skills
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Ui Skills
diff --git a/skills/ui-ux-designer/SKILL.md b/skills/ui-ux-designer/SKILL.md
index 1ee5b3a4..7c763b66 100644
--- a/skills/ui-ux-designer/SKILL.md
+++ b/skills/ui-ux-designer/SKILL.md
@@ -4,6 +4,7 @@ description: Create interface designs, wireframes, and design systems. Masters u
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/ui-ux-pro-max/SKILL.md b/skills/ui-ux-pro-max/SKILL.md
index c0550f82..9e97148e 100644
--- a/skills/ui-ux-pro-max/SKILL.md
+++ b/skills/ui-ux-pro-max/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ui-ux-pro-max
-description: "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
+description: 'UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # UI/UX Pro Max - Design Intelligence
diff --git a/skills/ui-visual-validator/SKILL.md b/skills/ui-visual-validator/SKILL.md
index f980a302..df5e2be0 100644
--- a/skills/ui-visual-validator/SKILL.md
+++ b/skills/ui-visual-validator/SKILL.md
@@ -4,6 +4,7 @@ description: Rigorous visual validation expert specializing in UI testing, desig
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/unit-testing-test-generate/SKILL.md b/skills/unit-testing-test-generate/SKILL.md
index 69831a17..beea9ccc 100644
--- a/skills/unit-testing-test-generate/SKILL.md
+++ b/skills/unit-testing-test-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unit-testing-test-generate
-description: "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
+description: Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Automated Unit Test Generation
diff --git a/skills/unity-developer/SKILL.md b/skills/unity-developer/SKILL.md
index 717c53a7..5652f385 100644
--- a/skills/unity-developer/SKILL.md
+++ b/skills/unity-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build Unity games with optimized C# scripts, efficient rendering, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 ## Use this skill when
diff --git a/skills/unity-ecs-patterns/SKILL.md b/skills/unity-ecs-patterns/SKILL.md
index 17bc1afc..a5ec7647 100644
--- a/skills/unity-ecs-patterns/SKILL.md
+++ b/skills/unity-ecs-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unity-ecs-patterns
-description: "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
+description: Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Unity ECS Patterns
diff --git a/skills/unreal-engine-cpp-pro/SKILL.md b/skills/unreal-engine-cpp-pro/SKILL.md
index fbe8e5b2..3b0484fb 100644
--- a/skills/unreal-engine-cpp-pro/SKILL.md
+++ b/skills/unreal-engine-cpp-pro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unreal-engine-cpp-pro
-description: "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
+description: Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Unreal Engine C++ Pro
diff --git a/skills/upgrading-expo/SKILL.md b/skills/upgrading-expo/SKILL.md
index a9382eea..bf1eb6de 100644
--- a/skills/upgrading-expo/SKILL.md
+++ b/skills/upgrading-expo/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: upgrading-expo
-description: "Upgrade Expo SDK versions"
+description: Upgrade Expo SDK versions
 risk: safe
-source: "https://github.com/expo/skills/tree/main/plugins/upgrading-expo"
-date_added: "2026-02-27"
+source: https://github.com/expo/skills/tree/main/plugins/upgrading-expo
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Upgrading Expo
diff --git a/skills/upstash-qstash/SKILL.md b/skills/upstash-qstash/SKILL.md
index 001ae864..d688d0d1 100644
--- a/skills/upstash-qstash/SKILL.md
+++ b/skills/upstash-qstash/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: upstash-qstash
-description: "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
+description: 'Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Upstash QStash
diff --git a/skills/using-git-worktrees/SKILL.md b/skills/using-git-worktrees/SKILL.md
index ce7c1c4b..3818399d 100644
--- a/skills/using-git-worktrees/SKILL.md
+++ b/skills/using-git-worktrees/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: using-git-worktrees
-description: "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
+description: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Using Git Worktrees
diff --git a/skills/using-neon/SKILL.md b/skills/using-neon/SKILL.md
index fcc4eb55..386be84b 100644
--- a/skills/using-neon/SKILL.md
+++ b/skills/using-neon/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: using-neon
-description: "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
+description: Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...
 risk: safe
-source: "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres"
-date_added: "2026-02-27"
+source: https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Neon Serverless Postgres
diff --git a/skills/uv-package-manager/SKILL.md b/skills/uv-package-manager/SKILL.md
index 0185d452..f79dda92 100644
--- a/skills/uv-package-manager/SKILL.md
+++ b/skills/uv-package-manager/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: uv-package-manager
-description: "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
+description: Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # UV Package Manager
diff --git a/skills/varlock-claude-skill/SKILL.md b/skills/varlock-claude-skill/SKILL.md
index bff876f8..bc494d07 100644
--- a/skills/varlock-claude-skill/SKILL.md
+++ b/skills/varlock-claude-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: varlock-claude-skill
-description: "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
+description: Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
 risk: safe
-source: "https://github.com/wrsmith108/varlock-claude-skill"
-date_added: "2026-02-27"
+source: https://github.com/wrsmith108/varlock-claude-skill
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Varlock Claude Skill
diff --git a/skills/vector-database-engineer/SKILL.md b/skills/vector-database-engineer/SKILL.md
index 5665d741..cc370dda 100644
--- a/skills/vector-database-engineer/SKILL.md
+++ b/skills/vector-database-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vector-database-engineer
-description: "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
+description: Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Vector Database Engineer
diff --git a/skills/vector-index-tuning/SKILL.md b/skills/vector-index-tuning/SKILL.md
index 033251cf..ad0fc24f 100644
--- a/skills/vector-index-tuning/SKILL.md
+++ b/skills/vector-index-tuning/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vector-index-tuning
-description: "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
+description: Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Vector Index Tuning
diff --git a/skills/vercel-automation/SKILL.md b/skills/vercel-automation/SKILL.md
index 93f488ea..f7c1e3b0 100644
--- a/skills/vercel-automation/SKILL.md
+++ b/skills/vercel-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-automation
-description: "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
+description: 'Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Vercel Automation via Rube MCP
diff --git a/skills/vercel-deploy-claimable/SKILL.md b/skills/vercel-deploy-claimable/SKILL.md
index 79f28742..4b638775 100644
--- a/skills/vercel-deploy-claimable/SKILL.md
+++ b/skills/vercel-deploy-claimable/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-deploy-claimable
-description: "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
+description: Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...
 risk: safe
-source: "https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable"
-date_added: "2026-02-27"
+source: https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Vercel Deploy
diff --git a/skills/vercel-deployment/SKILL.md b/skills/vercel-deployment/SKILL.md
index 69d56686..14c16d42 100644
--- a/skills/vercel-deployment/SKILL.md
+++ b/skills/vercel-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-deployment
-description: "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
+description: 'Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.'
 risk: safe
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Vercel Deployment
diff --git a/skills/verification-before-completion/SKILL.md b/skills/verification-before-completion/SKILL.md
index da365dbc..904f31e6 100644
--- a/skills/verification-before-completion/SKILL.md
+++ b/skills/verification-before-completion/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: verification-before-completion
-description: "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
+description: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Verification Before Completion
diff --git a/skills/vexor/SKILL.md b/skills/vexor/SKILL.md
index c086e98f..517be991 100644
--- a/skills/vexor/SKILL.md
+++ b/skills/vexor/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vexor
-description: "Vector-powered CLI for semantic file search with a Claude/Codex skill"
+description: Vector-powered CLI for semantic file search with a Claude/Codex skill
 risk: safe
-source: "https://github.com/scarletkc/vexor"
-date_added: "2026-02-27"
+source: https://github.com/scarletkc/vexor
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Vexor
diff --git a/skills/vibe-code-auditor/SKILL.md b/skills/vibe-code-auditor/SKILL.md
index ed7d0497..ff3b82a9 100644
--- a/skills/vibe-code-auditor/SKILL.md
+++ b/skills/vibe-code-auditor/SKILL.md
@@ -3,9 +3,10 @@ name: vibe-code-auditor
 description: Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
 risk: safe
 source: original
-date_added: "2026-02-28"
+date_added: '2026-02-28'
 metadata:
   version: 2.0.0
+category: ai-ml
 ---
 
 # Vibe Code Auditor
diff --git a/skills/viral-generator-builder/SKILL.md b/skills/viral-generator-builder/SKILL.md
index e0ea3de9..421bec01 100644
--- a/skills/viral-generator-builder/SKILL.md
+++ b/skills/viral-generator-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: viral-generator-builder
-description: "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
+description: Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Viral Generator Builder
diff --git a/skills/voice-agents/SKILL.md b/skills/voice-agents/SKILL.md
index 1ad60f7f..36e19ca9 100644
--- a/skills/voice-agents/SKILL.md
+++ b/skills/voice-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-agents
-description: "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
+description: Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Voice Agents
diff --git a/skills/voice-ai-development/SKILL.md b/skills/voice-ai-development/SKILL.md
index bf842194..9bcb1fe5 100644
--- a/skills/voice-ai-development/SKILL.md
+++ b/skills/voice-ai-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-ai-development
-description: "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
+description: Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Voice AI Development
diff --git a/skills/voice-ai-engine-development/SKILL.md b/skills/voice-ai-engine-development/SKILL.md
index 9b361408..a1380eb3 100644
--- a/skills/voice-ai-engine-development/SKILL.md
+++ b/skills/voice-ai-engine-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-ai-engine-development
-description: "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
+description: Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Voice AI Engine Development
diff --git a/skills/vulnerability-scanner/SKILL.md b/skills/vulnerability-scanner/SKILL.md
index 6f9b0731..7ffbfd48 100644
--- a/skills/vulnerability-scanner/SKILL.md
+++ b/skills/vulnerability-scanner/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vulnerability-scanner
-description: "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
+description: Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Vulnerability Scanner
diff --git a/skills/wcag-audit-patterns/SKILL.md b/skills/wcag-audit-patterns/SKILL.md
index 50fc813f..ca89ca95 100644
--- a/skills/wcag-audit-patterns/SKILL.md
+++ b/skills/wcag-audit-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wcag-audit-patterns
-description: "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
+description: Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # WCAG Audit Patterns
diff --git a/skills/web-artifacts-builder/SKILL.md b/skills/web-artifacts-builder/SKILL.md
index 5338e3d2..ed41711a 100644
--- a/skills/web-artifacts-builder/SKILL.md
+++ b/skills/web-artifacts-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-artifacts-builder
-description: "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
+description: Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Artifacts Builder
diff --git a/skills/web-design-guidelines/SKILL.md b/skills/web-design-guidelines/SKILL.md
index 01dbb9cd..20c409cc 100644
--- a/skills/web-design-guidelines/SKILL.md
+++ b/skills/web-design-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-design-guidelines
-description: "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
+description: Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site aga...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Interface Guidelines
diff --git a/skills/web-performance-optimization/SKILL.md b/skills/web-performance-optimization/SKILL.md
index 22b865fb..e5531be1 100644
--- a/skills/web-performance-optimization/SKILL.md
+++ b/skills/web-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-performance-optimization
-description: "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
+description: Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Performance Optimization
diff --git a/skills/web3-testing/SKILL.md b/skills/web3-testing/SKILL.md
index 69cf11d2..064d1dee 100644
--- a/skills/web3-testing/SKILL.md
+++ b/skills/web3-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web3-testing
-description: "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
+description: Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Web3 Smart Contract Testing
diff --git a/skills/webapp-testing/SKILL.md b/skills/webapp-testing/SKILL.md
index 1a761887..4d33c191 100644
--- a/skills/webapp-testing/SKILL.md
+++ b/skills/webapp-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: webapp-testing
-description: "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
+description: Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Application Testing
diff --git a/skills/webflow-automation/SKILL.md b/skills/webflow-automation/SKILL.md
index a8c94c99..201beccd 100644
--- a/skills/webflow-automation/SKILL.md
+++ b/skills/webflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: webflow-automation
-description: "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Webflow Automation via Rube MCP
diff --git a/skills/whatsapp-automation/SKILL.md b/skills/whatsapp-automation/SKILL.md
index b3c0e70a..c1a9c519 100644
--- a/skills/whatsapp-automation/SKILL.md
+++ b/skills/whatsapp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: whatsapp-automation
-description: "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
+description: 'Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # WhatsApp Business Automation via Rube MCP
diff --git a/skills/wiki-architect/SKILL.md b/skills/wiki-architect/SKILL.md
index 8358be60..e6259753 100644
--- a/skills/wiki-architect/SKILL.md
+++ b/skills/wiki-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-architect
-description: "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
+description: Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Architect
diff --git a/skills/wiki-changelog/SKILL.md b/skills/wiki-changelog/SKILL.md
index dcf714a3..67187826 100644
--- a/skills/wiki-changelog/SKILL.md
+++ b/skills/wiki-changelog/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-changelog
-description: "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
+description: Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Wiki Changelog
diff --git a/skills/wiki-onboarding/SKILL.md b/skills/wiki-onboarding/SKILL.md
index 1ee9d2f9..9b2be7e4 100644
--- a/skills/wiki-onboarding/SKILL.md
+++ b/skills/wiki-onboarding/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-onboarding
-description: "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
+description: Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Onboarding Guide Generator
diff --git a/skills/wiki-page-writer/SKILL.md b/skills/wiki-page-writer/SKILL.md
index 875a6eff..5b5a9b89 100644
--- a/skills/wiki-page-writer/SKILL.md
+++ b/skills/wiki-page-writer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-page-writer
-description: "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
+description: Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Page Writer
diff --git a/skills/wiki-qa/SKILL.md b/skills/wiki-qa/SKILL.md
index 0446e931..daeda2a6 100644
--- a/skills/wiki-qa/SKILL.md
+++ b/skills/wiki-qa/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-qa
-description: "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
+description: Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Wiki Q&A
diff --git a/skills/wiki-vitepress/SKILL.md b/skills/wiki-vitepress/SKILL.md
index 80c40073..5aa96a99 100644
--- a/skills/wiki-vitepress/SKILL.md
+++ b/skills/wiki-vitepress/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-vitepress
-description: "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
+description: Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki VitePress Packager
diff --git a/skills/windows-privilege-escalation/SKILL.md b/skills/windows-privilege-escalation/SKILL.md
index c60ddfcf..4b19a90b 100644
--- a/skills/windows-privilege-escalation/SKILL.md
+++ b/skills/windows-privilege-escalation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: windows-privilege-escalation
-description: "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
+description: This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows miscon...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Windows Privilege Escalation
diff --git a/skills/wordpress-penetration-testing/SKILL.md b/skills/wordpress-penetration-testing/SKILL.md
index 64d2536b..82e0bf21 100644
--- a/skills/wordpress-penetration-testing/SKILL.md
+++ b/skills/wordpress-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wordpress-penetration-testing
-description: "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
+description: This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugins", "exploit WordPress vu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # WordPress Penetration Testing
diff --git a/skills/workflow-automation/SKILL.md b/skills/workflow-automation/SKILL.md
index 5a9e0bed..e715e70b 100644
--- a/skills/workflow-automation/SKILL.md
+++ b/skills/workflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: workflow-automation
-description: "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
+description: Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Workflow Automation
diff --git a/skills/workflow-orchestration-patterns/SKILL.md b/skills/workflow-orchestration-patterns/SKILL.md
index ed6cb7c6..7b2b29c4 100644
--- a/skills/workflow-orchestration-patterns/SKILL.md
+++ b/skills/workflow-orchestration-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: workflow-orchestration-patterns
-description: "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
+description: Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Orchestration Patterns
diff --git a/skills/workflow-patterns/SKILL.md b/skills/workflow-patterns/SKILL.md
index e533ed51..ec31bc46 100644
--- a/skills/workflow-patterns/SKILL.md
+++ b/skills/workflow-patterns/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when implementing tasks according to Conductor's TDD
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Patterns
diff --git a/skills/wrike-automation/SKILL.md b/skills/wrike-automation/SKILL.md
index 91ce54b3..a1a55ab0 100644
--- a/skills/wrike-automation/SKILL.md
+++ b/skills/wrike-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wrike-automation
-description: "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
+description: 'Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Wrike Automation via Rube MCP
diff --git a/skills/writing-plans/SKILL.md b/skills/writing-plans/SKILL.md
index de1321f9..d50ff636 100644
--- a/skills/writing-plans/SKILL.md
+++ b/skills/writing-plans/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: writing-plans
-description: "Use when you have a spec or requirements for a multi-step task, before touching code"
+description: Use when you have a spec or requirements for a multi-step task, before touching code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Writing Plans
diff --git a/skills/x-article-publisher-skill/SKILL.md b/skills/x-article-publisher-skill/SKILL.md
index a1af104a..360245c9 100644
--- a/skills/x-article-publisher-skill/SKILL.md
+++ b/skills/x-article-publisher-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: x-article-publisher-skill
-description: "Publish articles to X/Twitter"
+description: Publish articles to X/Twitter
 risk: safe
-source: "https://github.com/wshuyi/x-article-publisher-skill"
-date_added: "2026-02-27"
+source: https://github.com/wshuyi/x-article-publisher-skill
+date_added: '2026-02-27'
+category: content
 ---
 
 # X Article Publisher Skill
diff --git a/skills/xlsx-official/SKILL.md b/skills/xlsx-official/SKILL.md
index 0d746c3e..599efa91 100644
--- a/skills/xlsx-official/SKILL.md
+++ b/skills/xlsx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: xlsx-official
-description: "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
+description: Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Requirements for Outputs
diff --git a/skills/xss-html-injection/SKILL.md b/skills/xss-html-injection/SKILL.md
index 11a0442e..5f09542d 100644
--- a/skills/xss-html-injection/SKILL.md
+++ b/skills/xss-html-injection/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: xss-html-injection
-description: "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
+description: This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Cross-Site Scripting and HTML Injection Testing
diff --git a/skills/youtube-automation/SKILL.md b/skills/youtube-automation/SKILL.md
index bdf131e8..25970386 100644
--- a/skills/youtube-automation/SKILL.md
+++ b/skills/youtube-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: youtube-automation
-description: "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
+description: 'Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # YouTube Automation via Rube MCP
diff --git a/skills/zapier-make-patterns/SKILL.md b/skills/zapier-make-patterns/SKILL.md
index 197c911f..dcc6d6e3 100644
--- a/skills/zapier-make-patterns/SKILL.md
+++ b/skills/zapier-make-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zapier-make-patterns
-description: "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
+description: No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zapier & Make Patterns
diff --git a/skills/zendesk-automation/SKILL.md b/skills/zendesk-automation/SKILL.md
index 514db691..9ada5cfe 100644
--- a/skills/zendesk-automation/SKILL.md
+++ b/skills/zendesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zendesk-automation
-description: "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
+description: 'Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zendesk Automation via Rube MCP
diff --git a/skills/zoho-crm-automation/SKILL.md b/skills/zoho-crm-automation/SKILL.md
index 071bc91a..2d669174 100644
--- a/skills/zoho-crm-automation/SKILL.md
+++ b/skills/zoho-crm-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zoho-crm-automation
-description: "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
+description: 'Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zoho CRM Automation via Rube MCP
diff --git a/skills/zoom-automation/SKILL.md b/skills/zoom-automation/SKILL.md
index afc0f41c..d7397f0e 100644
--- a/skills/zoom-automation/SKILL.md
+++ b/skills/zoom-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zoom-automation
-description: "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zoom Automation via Rube MCP
diff --git a/skills/zustand-store-ts/SKILL.md b/skills/zustand-store-ts/SKILL.md
index 9ed7ed1f..6fc60bcc 100644
--- a/skills/zustand-store-ts/SKILL.md
+++ b/skills/zustand-store-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zustand-store-ts
-description: "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
+description: Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Zustand Store
diff --git a/skills_index.json b/skills_index.json
index a025d2ba..64b90198 100644
--- a/skills_index.json
+++ b/skills_index.json
@@ -52,7 +52,7 @@
   {
     "id": "3d-web-experience",
     "path": "skills/3d-web-experience",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "3d-web-experience",
     "description": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...",
     "risk": "unknown",
@@ -62,7 +62,7 @@
   {
     "id": "ab-test-setup",
     "path": "skills/ab-test-setup",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ab-test-setup",
     "description": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.",
     "risk": "unknown",
@@ -72,7 +72,7 @@
   {
     "id": "accessibility-compliance-accessibility-audit",
     "path": "skills/accessibility-compliance-accessibility-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "accessibility-compliance-accessibility-audit",
     "description": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.",
     "risk": "unknown",
@@ -92,7 +92,7 @@
   {
     "id": "activecampaign-automation",
     "path": "skills/activecampaign-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "activecampaign-automation",
     "description": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -102,7 +102,7 @@
   {
     "id": "address-github-comments",
     "path": "skills/address-github-comments",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "address-github-comments",
     "description": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.",
     "risk": "unknown",
@@ -112,7 +112,7 @@
   {
     "id": "agent-evaluation",
     "path": "skills/agent-evaluation",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "agent-evaluation",
     "description": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re...",
     "risk": "unknown",
@@ -122,7 +122,7 @@
   {
     "id": "agent-framework-azure-ai-py",
     "path": "skills/agent-framework-azure-ai-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agent-framework-azure-ai-py",
     "description": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...",
     "risk": "unknown",
@@ -132,7 +132,7 @@
   {
     "id": "agent-manager-skill",
     "path": "skills/agent-manager-skill",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agent-manager-skill",
     "description": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.",
     "risk": "unknown",
@@ -142,7 +142,7 @@
   {
     "id": "agent-memory-mcp",
     "path": "skills/agent-memory-mcp",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-memory-mcp",
     "description": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).",
     "risk": "unknown",
@@ -152,7 +152,7 @@
   {
     "id": "agent-memory-systems",
     "path": "skills/agent-memory-systems",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-memory-systems",
     "description": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...",
     "risk": "unknown",
@@ -162,7 +162,7 @@
   {
     "id": "agent-orchestration-improve-agent",
     "path": "skills/agent-orchestration-improve-agent",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agent-orchestration-improve-agent",
     "description": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.",
     "risk": "unknown",
@@ -172,7 +172,7 @@
   {
     "id": "agent-orchestration-multi-agent-optimize",
     "path": "skills/agent-orchestration-multi-agent-optimize",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agent-orchestration-multi-agent-optimize",
     "description": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.",
     "risk": "unknown",
@@ -182,7 +182,7 @@
   {
     "id": "agent-tool-builder",
     "path": "skills/agent-tool-builder",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-tool-builder",
     "description": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...",
     "risk": "unknown",
@@ -192,7 +192,7 @@
   {
     "id": "agentfolio",
     "path": "skills/agentfolio",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agentfolio",
     "description": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.",
     "risk": "unknown",
@@ -202,7 +202,7 @@
   {
     "id": "agentmail",
     "path": "skills/agentmail",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agentmail",
     "description": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.",
     "risk": "safe",
@@ -212,7 +212,7 @@
   {
     "id": "agents-v2-py",
     "path": "skills/agents-v2-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agents-v2-py",
     "description": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.",
     "risk": "unknown",
@@ -232,7 +232,7 @@
   {
     "id": "ai-agents-architect",
     "path": "skills/ai-agents-architect",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-agents-architect",
     "description": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...",
     "risk": "unknown",
@@ -242,7 +242,7 @@
   {
     "id": "ai-engineer",
     "path": "skills/ai-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-engineer",
     "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.",
     "risk": "unknown",
@@ -262,7 +262,7 @@
   {
     "id": "ai-product",
     "path": "skills/ai-product",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-product",
     "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...",
     "risk": "unknown",
@@ -272,7 +272,7 @@
   {
     "id": "ai-wrapper-product",
     "path": "skills/ai-wrapper-product",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-wrapper-product",
     "description": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...",
     "risk": "unknown",
@@ -282,7 +282,7 @@
   {
     "id": "airflow-dag-patterns",
     "path": "skills/airflow-dag-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "airflow-dag-patterns",
     "description": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.",
     "risk": "unknown",
@@ -292,7 +292,7 @@
   {
     "id": "airtable-automation",
     "path": "skills/airtable-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "airtable-automation",
     "description": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -302,7 +302,7 @@
   {
     "id": "algolia-search",
     "path": "skills/algolia-search",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "algolia-search",
     "description": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.",
     "risk": "unknown",
@@ -312,7 +312,7 @@
   {
     "id": "algorithmic-art",
     "path": "skills/algorithmic-art",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "algorithmic-art",
     "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...",
     "risk": "unknown",
@@ -322,7 +322,7 @@
   {
     "id": "amplitude-automation",
     "path": "skills/amplitude-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "amplitude-automation",
     "description": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -332,7 +332,7 @@
   {
     "id": "analytics-tracking",
     "path": "skills/analytics-tracking",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "analytics-tracking",
     "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.",
     "risk": "unknown",
@@ -342,7 +342,7 @@
   {
     "id": "android-jetpack-compose-expert",
     "path": "skills/android-jetpack-compose-expert",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "android-jetpack-compose-expert",
     "description": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.",
     "risk": "safe",
@@ -352,7 +352,7 @@
   {
     "id": "android_ui_verification",
     "path": "skills/android_ui_verification",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "android_ui_verification",
     "description": "Automated end-to-end UI testing and verification on an Android Emulator using ADB.",
     "risk": "safe",
@@ -362,7 +362,7 @@
   {
     "id": "angular",
     "path": "skills/angular",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular",
     "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.",
     "risk": "safe",
@@ -372,7 +372,7 @@
   {
     "id": "angular-best-practices",
     "path": "skills/angular-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-best-practices",
     "description": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.",
     "risk": "safe",
@@ -382,7 +382,7 @@
   {
     "id": "angular-migration",
     "path": "skills/angular-migration",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-migration",
     "description": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...",
     "risk": "unknown",
@@ -392,7 +392,7 @@
   {
     "id": "angular-state-management",
     "path": "skills/angular-state-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-state-management",
     "description": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.",
     "risk": "safe",
@@ -402,7 +402,7 @@
   {
     "id": "angular-ui-patterns",
     "path": "skills/angular-ui-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-ui-patterns",
     "description": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.",
     "risk": "safe",
@@ -412,7 +412,7 @@
   {
     "id": "anti-reversing-techniques",
     "path": "skills/anti-reversing-techniques",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "anti-reversing-techniques",
     "description": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...",
     "risk": "unknown",
@@ -422,7 +422,7 @@
   {
     "id": "antigravity-workflows",
     "path": "skills/antigravity-workflows",
-    "category": "uncategorized",
+    "category": "security",
     "name": "antigravity-workflows",
     "description": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.",
     "risk": "none",
@@ -432,7 +432,7 @@
   {
     "id": "api-design-principles",
     "path": "skills/api-design-principles",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-design-principles",
     "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...",
     "risk": "unknown",
@@ -452,7 +452,7 @@
   {
     "id": "api-documentation-generator",
     "path": "skills/api-documentation-generator",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-documentation-generator",
     "description": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices",
     "risk": "unknown",
@@ -462,7 +462,7 @@
   {
     "id": "api-documenter",
     "path": "skills/api-documenter",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-documenter",
     "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.",
     "risk": "unknown",
@@ -472,7 +472,7 @@
   {
     "id": "api-fuzzing-bug-bounty",
     "path": "skills/api-fuzzing-bug-bounty",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-fuzzing-bug-bounty",
     "description": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...",
     "risk": "unknown",
@@ -482,7 +482,7 @@
   {
     "id": "api-patterns",
     "path": "skills/api-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-patterns",
     "description": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.",
     "risk": "unknown",
@@ -492,7 +492,7 @@
   {
     "id": "api-security-best-practices",
     "path": "skills/api-security-best-practices",
-    "category": "uncategorized",
+    "category": "security",
     "name": "api-security-best-practices",
     "description": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities",
     "risk": "unknown",
@@ -512,7 +512,7 @@
   {
     "id": "api-testing-observability-api-mock",
     "path": "skills/api-testing-observability-api-mock",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "api-testing-observability-api-mock",
     "description": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.",
     "risk": "unknown",
@@ -522,7 +522,7 @@
   {
     "id": "apify-actor-development",
     "path": "skills/apify-actor-development",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "apify-actor-development",
     "description": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...",
     "risk": "unknown",
@@ -532,7 +532,7 @@
   {
     "id": "apify-actorization",
     "path": "skills/apify-actorization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-actorization",
     "description": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...",
     "risk": "unknown",
@@ -542,7 +542,7 @@
   {
     "id": "apify-audience-analysis",
     "path": "skills/apify-audience-analysis",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-audience-analysis",
     "description": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -552,7 +552,7 @@
   {
     "id": "apify-brand-reputation-monitoring",
     "path": "skills/apify-brand-reputation-monitoring",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "apify-brand-reputation-monitoring",
     "description": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...",
     "risk": "unknown",
@@ -562,7 +562,7 @@
   {
     "id": "apify-competitor-intelligence",
     "path": "skills/apify-competitor-intelligence",
-    "category": "uncategorized",
+    "category": "content",
     "name": "apify-competitor-intelligence",
     "description": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -572,7 +572,7 @@
   {
     "id": "apify-content-analytics",
     "path": "skills/apify-content-analytics",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "apify-content-analytics",
     "description": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -582,7 +582,7 @@
   {
     "id": "apify-ecommerce",
     "path": "skills/apify-ecommerce",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "apify-ecommerce",
     "description": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...",
     "risk": "unknown",
@@ -592,7 +592,7 @@
   {
     "id": "apify-influencer-discovery",
     "path": "skills/apify-influencer-discovery",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-influencer-discovery",
     "description": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -602,7 +602,7 @@
   {
     "id": "apify-lead-generation",
     "path": "skills/apify-lead-generation",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-lead-generation",
     "description": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...",
     "risk": "unknown",
@@ -612,7 +612,7 @@
   {
     "id": "apify-market-research",
     "path": "skills/apify-market-research",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-market-research",
     "description": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.",
     "risk": "unknown",
@@ -622,7 +622,7 @@
   {
     "id": "apify-trend-analysis",
     "path": "skills/apify-trend-analysis",
-    "category": "uncategorized",
+    "category": "content",
     "name": "apify-trend-analysis",
     "description": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.",
     "risk": "unknown",
@@ -632,7 +632,7 @@
   {
     "id": "apify-ultimate-scraper",
     "path": "skills/apify-ultimate-scraper",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-ultimate-scraper",
     "description": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...",
     "risk": "unknown",
@@ -642,7 +642,7 @@
   {
     "id": "app-builder",
     "path": "skills/app-builder",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "app-builder",
     "description": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.",
     "risk": "unknown",
@@ -652,7 +652,7 @@
   {
     "id": "app-store-optimization",
     "path": "skills/app-store-optimization",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "app-store-optimization",
     "description": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store",
     "risk": "unknown",
@@ -662,7 +662,7 @@
   {
     "id": "appdeploy",
     "path": "skills/appdeploy",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "appdeploy",
     "description": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.",
     "risk": "safe",
@@ -672,7 +672,7 @@
   {
     "id": "application-performance-performance-optimization",
     "path": "skills/application-performance-performance-optimization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "application-performance-performance-optimization",
     "description": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.",
     "risk": "unknown",
@@ -692,7 +692,7 @@
   {
     "id": "architecture",
     "path": "skills/architecture",
-    "category": "uncategorized",
+    "category": "content",
     "name": "architecture",
     "description": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.",
     "risk": "unknown",
@@ -702,7 +702,7 @@
   {
     "id": "architecture-decision-records",
     "path": "skills/architecture-decision-records",
-    "category": "uncategorized",
+    "category": "content",
     "name": "architecture-decision-records",
     "description": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...",
     "risk": "unknown",
@@ -712,7 +712,7 @@
   {
     "id": "architecture-patterns",
     "path": "skills/architecture-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "architecture-patterns",
     "description": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...",
     "risk": "unknown",
@@ -722,7 +722,7 @@
   {
     "id": "arm-cortex-expert",
     "path": "skills/arm-cortex-expert",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "arm-cortex-expert",
     "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).",
     "risk": "unknown",
@@ -732,7 +732,7 @@
   {
     "id": "asana-automation",
     "path": "skills/asana-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "asana-automation",
     "description": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -742,7 +742,7 @@
   {
     "id": "async-python-patterns",
     "path": "skills/async-python-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "async-python-patterns",
     "description": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...",
     "risk": "unknown",
@@ -752,7 +752,7 @@
   {
     "id": "attack-tree-construction",
     "path": "skills/attack-tree-construction",
-    "category": "uncategorized",
+    "category": "security",
     "name": "attack-tree-construction",
     "description": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.",
     "risk": "unknown",
@@ -772,7 +772,7 @@
   {
     "id": "auth-implementation-patterns",
     "path": "skills/auth-implementation-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "auth-implementation-patterns",
     "description": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...",
     "risk": "unknown",
@@ -782,7 +782,7 @@
   {
     "id": "automate-whatsapp",
     "path": "skills/automate-whatsapp",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "automate-whatsapp",
     "description": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...",
     "risk": "safe",
@@ -792,7 +792,7 @@
   {
     "id": "autonomous-agent-patterns",
     "path": "skills/autonomous-agent-patterns",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "autonomous-agent-patterns",
     "description": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...",
     "risk": "unknown",
@@ -802,7 +802,7 @@
   {
     "id": "autonomous-agents",
     "path": "skills/autonomous-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "autonomous-agents",
     "description": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...",
     "risk": "unknown",
@@ -812,7 +812,7 @@
   {
     "id": "avalonia-layout-zafiro",
     "path": "skills/avalonia-layout-zafiro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "avalonia-layout-zafiro",
     "description": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.",
     "risk": "unknown",
@@ -822,7 +822,7 @@
   {
     "id": "avalonia-viewmodels-zafiro",
     "path": "skills/avalonia-viewmodels-zafiro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "avalonia-viewmodels-zafiro",
     "description": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.",
     "risk": "unknown",
@@ -852,7 +852,7 @@
   {
     "id": "aws-cost-cleanup",
     "path": "skills/aws-cost-cleanup",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "aws-cost-cleanup",
     "description": "Automated cleanup of unused AWS resources to reduce costs",
     "risk": "safe",
@@ -862,7 +862,7 @@
   {
     "id": "aws-cost-optimizer",
     "path": "skills/aws-cost-optimizer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "aws-cost-optimizer",
     "description": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer",
     "risk": "safe",
@@ -882,7 +882,7 @@
   {
     "id": "aws-penetration-testing",
     "path": "skills/aws-penetration-testing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...",
     "risk": "unknown",
@@ -912,7 +912,7 @@
   {
     "id": "aws-serverless",
     "path": "skills/aws-serverless",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-serverless",
     "description": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...",
     "risk": "unknown",
@@ -922,7 +922,7 @@
   {
     "id": "aws-skills",
     "path": "skills/aws-skills",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-skills",
     "description": "AWS development with infrastructure automation and cloud architecture patterns",
     "risk": "safe",
@@ -932,7 +932,7 @@
   {
     "id": "azd-deployment",
     "path": "skills/azd-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azd-deployment",
     "description": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...",
     "risk": "unknown",
@@ -942,7 +942,7 @@
   {
     "id": "azure-ai-agents-persistent-dotnet",
     "path": "skills/azure-ai-agents-persistent-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-agents-persistent-dotnet",
     "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -952,7 +952,7 @@
   {
     "id": "azure-ai-agents-persistent-java",
     "path": "skills/azure-ai-agents-persistent-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-agents-persistent-java",
     "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -962,7 +962,7 @@
   {
     "id": "azure-ai-anomalydetector-java",
     "path": "skills/azure-ai-anomalydetector-java",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-anomalydetector-java",
     "description": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.",
     "risk": "unknown",
@@ -972,7 +972,7 @@
   {
     "id": "azure-ai-contentsafety-java",
     "path": "skills/azure-ai-contentsafety-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentsafety-java",
     "description": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...",
     "risk": "unknown",
@@ -982,7 +982,7 @@
   {
     "id": "azure-ai-contentsafety-py",
     "path": "skills/azure-ai-contentsafety-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-contentsafety-py",
     "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.",
     "risk": "unknown",
@@ -992,7 +992,7 @@
   {
     "id": "azure-ai-contentsafety-ts",
     "path": "skills/azure-ai-contentsafety-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentsafety-ts",
     "description": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...",
     "risk": "unknown",
@@ -1002,7 +1002,7 @@
   {
     "id": "azure-ai-contentunderstanding-py",
     "path": "skills/azure-ai-contentunderstanding-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentunderstanding-py",
     "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.",
     "risk": "unknown",
@@ -1012,7 +1012,7 @@
   {
     "id": "azure-ai-document-intelligence-dotnet",
     "path": "skills/azure-ai-document-intelligence-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-document-intelligence-dotnet",
     "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.",
     "risk": "unknown",
@@ -1022,7 +1022,7 @@
   {
     "id": "azure-ai-document-intelligence-ts",
     "path": "skills/azure-ai-document-intelligence-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-document-intelligence-ts",
     "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...",
     "risk": "unknown",
@@ -1032,7 +1032,7 @@
   {
     "id": "azure-ai-formrecognizer-java",
     "path": "skills/azure-ai-formrecognizer-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-formrecognizer-java",
     "description": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...",
     "risk": "unknown",
@@ -1042,7 +1042,7 @@
   {
     "id": "azure-ai-ml-py",
     "path": "skills/azure-ai-ml-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-ml-py",
     "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.",
     "risk": "unknown",
@@ -1052,7 +1052,7 @@
   {
     "id": "azure-ai-openai-dotnet",
     "path": "skills/azure-ai-openai-dotnet",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-openai-dotnet",
     "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.",
     "risk": "unknown",
@@ -1062,7 +1062,7 @@
   {
     "id": "azure-ai-projects-dotnet",
     "path": "skills/azure-ai-projects-dotnet",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-projects-dotnet",
     "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.",
     "risk": "unknown",
@@ -1072,7 +1072,7 @@
   {
     "id": "azure-ai-projects-java",
     "path": "skills/azure-ai-projects-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-projects-java",
     "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.",
     "risk": "unknown",
@@ -1082,7 +1082,7 @@
   {
     "id": "azure-ai-projects-py",
     "path": "skills/azure-ai-projects-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-projects-py",
     "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...",
     "risk": "unknown",
@@ -1092,7 +1092,7 @@
   {
     "id": "azure-ai-projects-ts",
     "path": "skills/azure-ai-projects-ts",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-projects-ts",
     "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...",
     "risk": "unknown",
@@ -1102,7 +1102,7 @@
   {
     "id": "azure-ai-textanalytics-py",
     "path": "skills/azure-ai-textanalytics-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-textanalytics-py",
     "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.",
     "risk": "unknown",
@@ -1112,7 +1112,7 @@
   {
     "id": "azure-ai-transcription-py",
     "path": "skills/azure-ai-transcription-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-transcription-py",
     "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.",
     "risk": "unknown",
@@ -1122,7 +1122,7 @@
   {
     "id": "azure-ai-translation-document-py",
     "path": "skills/azure-ai-translation-document-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-translation-document-py",
     "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.",
     "risk": "unknown",
@@ -1132,7 +1132,7 @@
   {
     "id": "azure-ai-translation-text-py",
     "path": "skills/azure-ai-translation-text-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-translation-text-py",
     "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.",
     "risk": "unknown",
@@ -1142,7 +1142,7 @@
   {
     "id": "azure-ai-translation-ts",
     "path": "skills/azure-ai-translation-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-translation-ts",
     "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...",
     "risk": "unknown",
@@ -1152,7 +1152,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-java",
     "path": "skills/azure-ai-vision-imageanalysis-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-vision-imageanalysis-java",
     "description": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.",
     "risk": "unknown",
@@ -1162,7 +1162,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-py",
     "path": "skills/azure-ai-vision-imageanalysis-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-vision-imageanalysis-py",
     "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.",
     "risk": "unknown",
@@ -1172,7 +1172,7 @@
   {
     "id": "azure-ai-voicelive-dotnet",
     "path": "skills/azure-ai-voicelive-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-dotnet",
     "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1182,7 +1182,7 @@
   {
     "id": "azure-ai-voicelive-java",
     "path": "skills/azure-ai-voicelive-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-java",
     "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.",
     "risk": "unknown",
@@ -1192,7 +1192,7 @@
   {
     "id": "azure-ai-voicelive-py",
     "path": "skills/azure-ai-voicelive-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-py",
     "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...",
     "risk": "unknown",
@@ -1202,7 +1202,7 @@
   {
     "id": "azure-ai-voicelive-ts",
     "path": "skills/azure-ai-voicelive-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-ai-voicelive-ts",
     "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1212,7 +1212,7 @@
   {
     "id": "azure-appconfiguration-java",
     "path": "skills/azure-appconfiguration-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-appconfiguration-java",
     "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.",
     "risk": "unknown",
@@ -1222,7 +1222,7 @@
   {
     "id": "azure-appconfiguration-py",
     "path": "skills/azure-appconfiguration-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-appconfiguration-py",
     "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.",
     "risk": "unknown",
@@ -1232,7 +1232,7 @@
   {
     "id": "azure-appconfiguration-ts",
     "path": "skills/azure-appconfiguration-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-appconfiguration-ts",
     "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...",
     "risk": "unknown",
@@ -1242,7 +1242,7 @@
   {
     "id": "azure-communication-callautomation-java",
     "path": "skills/azure-communication-callautomation-java",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "azure-communication-callautomation-java",
     "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...",
     "risk": "unknown",
@@ -1252,7 +1252,7 @@
   {
     "id": "azure-communication-callingserver-java",
     "path": "skills/azure-communication-callingserver-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-callingserver-java",
     "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...",
     "risk": "unknown",
@@ -1262,7 +1262,7 @@
   {
     "id": "azure-communication-chat-java",
     "path": "skills/azure-communication-chat-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-chat-java",
     "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...",
     "risk": "unknown",
@@ -1272,7 +1272,7 @@
   {
     "id": "azure-communication-common-java",
     "path": "skills/azure-communication-common-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-common-java",
     "description": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.",
     "risk": "unknown",
@@ -1282,7 +1282,7 @@
   {
     "id": "azure-communication-sms-java",
     "path": "skills/azure-communication-sms-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-sms-java",
     "description": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.",
     "risk": "unknown",
@@ -1292,7 +1292,7 @@
   {
     "id": "azure-compute-batch-java",
     "path": "skills/azure-compute-batch-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-compute-batch-java",
     "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.",
     "risk": "unknown",
@@ -1302,7 +1302,7 @@
   {
     "id": "azure-containerregistry-py",
     "path": "skills/azure-containerregistry-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-containerregistry-py",
     "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.",
     "risk": "unknown",
@@ -1312,7 +1312,7 @@
   {
     "id": "azure-cosmos-db-py",
     "path": "skills/azure-cosmos-db-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-db-py",
     "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...",
     "risk": "unknown",
@@ -1322,7 +1322,7 @@
   {
     "id": "azure-cosmos-java",
     "path": "skills/azure-cosmos-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-java",
     "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.",
     "risk": "unknown",
@@ -1332,7 +1332,7 @@
   {
     "id": "azure-cosmos-py",
     "path": "skills/azure-cosmos-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-py",
     "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1342,7 +1342,7 @@
   {
     "id": "azure-cosmos-rust",
     "path": "skills/azure-cosmos-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-rust",
     "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1352,7 +1352,7 @@
   {
     "id": "azure-cosmos-ts",
     "path": "skills/azure-cosmos-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-cosmos-ts",
     "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.",
     "risk": "unknown",
@@ -1362,7 +1362,7 @@
   {
     "id": "azure-data-tables-java",
     "path": "skills/azure-data-tables-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-data-tables-java",
     "description": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...",
     "risk": "unknown",
@@ -1372,7 +1372,7 @@
   {
     "id": "azure-data-tables-py",
     "path": "skills/azure-data-tables-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-data-tables-py",
     "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.",
     "risk": "unknown",
@@ -1382,7 +1382,7 @@
   {
     "id": "azure-eventgrid-dotnet",
     "path": "skills/azure-eventgrid-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventgrid-dotnet",
     "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.",
     "risk": "unknown",
@@ -1392,7 +1392,7 @@
   {
     "id": "azure-eventgrid-java",
     "path": "skills/azure-eventgrid-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventgrid-java",
     "description": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.",
     "risk": "unknown",
@@ -1402,7 +1402,7 @@
   {
     "id": "azure-eventgrid-py",
     "path": "skills/azure-eventgrid-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-eventgrid-py",
     "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.",
     "risk": "unknown",
@@ -1412,7 +1412,7 @@
   {
     "id": "azure-eventhub-dotnet",
     "path": "skills/azure-eventhub-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-dotnet",
     "description": "Azure Event Hubs SDK for .NET.",
     "risk": "unknown",
@@ -1422,7 +1422,7 @@
   {
     "id": "azure-eventhub-java",
     "path": "skills/azure-eventhub-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-java",
     "description": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.",
     "risk": "unknown",
@@ -1432,7 +1432,7 @@
   {
     "id": "azure-eventhub-py",
     "path": "skills/azure-eventhub-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-py",
     "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.",
     "risk": "unknown",
@@ -1442,7 +1442,7 @@
   {
     "id": "azure-eventhub-rust",
     "path": "skills/azure-eventhub-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-rust",
     "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.",
     "risk": "unknown",
@@ -1452,7 +1452,7 @@
   {
     "id": "azure-eventhub-ts",
     "path": "skills/azure-eventhub-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-eventhub-ts",
     "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...",
     "risk": "unknown",
@@ -1462,7 +1462,7 @@
   {
     "id": "azure-functions",
     "path": "skills/azure-functions",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-functions",
     "description": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...",
     "risk": "unknown",
@@ -1472,7 +1472,7 @@
   {
     "id": "azure-identity-dotnet",
     "path": "skills/azure-identity-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-dotnet",
     "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.",
     "risk": "unknown",
@@ -1482,7 +1482,7 @@
   {
     "id": "azure-identity-java",
     "path": "skills/azure-identity-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-java",
     "description": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...",
     "risk": "unknown",
@@ -1492,7 +1492,7 @@
   {
     "id": "azure-identity-py",
     "path": "skills/azure-identity-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-py",
     "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.",
     "risk": "unknown",
@@ -1502,7 +1502,7 @@
   {
     "id": "azure-identity-rust",
     "path": "skills/azure-identity-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-rust",
     "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.",
     "risk": "unknown",
@@ -1512,7 +1512,7 @@
   {
     "id": "azure-identity-ts",
     "path": "skills/azure-identity-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-ts",
     "description": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...",
     "risk": "unknown",
@@ -1522,7 +1522,7 @@
   {
     "id": "azure-keyvault-certificates-rust",
     "path": "skills/azure-keyvault-certificates-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-certificates-rust",
     "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.",
     "risk": "unknown",
@@ -1532,7 +1532,7 @@
   {
     "id": "azure-keyvault-keys-rust",
     "path": "skills/azure-keyvault-keys-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-keys-rust",
     "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".",
     "risk": "unknown",
@@ -1542,7 +1542,7 @@
   {
     "id": "azure-keyvault-keys-ts",
     "path": "skills/azure-keyvault-keys-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-keyvault-keys-ts",
     "description": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.",
     "risk": "unknown",
@@ -1552,7 +1552,7 @@
   {
     "id": "azure-keyvault-py",
     "path": "skills/azure-keyvault-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-keyvault-py",
     "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.",
     "risk": "unknown",
@@ -1562,7 +1562,7 @@
   {
     "id": "azure-keyvault-secrets-rust",
     "path": "skills/azure-keyvault-secrets-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-secrets-rust",
     "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".",
     "risk": "unknown",
@@ -1572,7 +1572,7 @@
   {
     "id": "azure-keyvault-secrets-ts",
     "path": "skills/azure-keyvault-secrets-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-keyvault-secrets-ts",
     "description": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.",
     "risk": "unknown",
@@ -1582,7 +1582,7 @@
   {
     "id": "azure-maps-search-dotnet",
     "path": "skills/azure-maps-search-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-maps-search-dotnet",
     "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.",
     "risk": "unknown",
@@ -1592,7 +1592,7 @@
   {
     "id": "azure-messaging-webpubsub-java",
     "path": "skills/azure-messaging-webpubsub-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-messaging-webpubsub-java",
     "description": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.",
     "risk": "unknown",
@@ -1602,7 +1602,7 @@
   {
     "id": "azure-messaging-webpubsubservice-py",
     "path": "skills/azure-messaging-webpubsubservice-py",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-messaging-webpubsubservice-py",
     "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.",
     "risk": "unknown",
@@ -1612,7 +1612,7 @@
   {
     "id": "azure-mgmt-apicenter-dotnet",
     "path": "skills/azure-mgmt-apicenter-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apicenter-dotnet",
     "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.",
     "risk": "unknown",
@@ -1622,7 +1622,7 @@
   {
     "id": "azure-mgmt-apicenter-py",
     "path": "skills/azure-mgmt-apicenter-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apicenter-py",
     "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.",
     "risk": "unknown",
@@ -1632,7 +1632,7 @@
   {
     "id": "azure-mgmt-apimanagement-dotnet",
     "path": "skills/azure-mgmt-apimanagement-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apimanagement-dotnet",
     "description": "Azure Resource Manager SDK for API Management in .NET.",
     "risk": "unknown",
@@ -1642,7 +1642,7 @@
   {
     "id": "azure-mgmt-apimanagement-py",
     "path": "skills/azure-mgmt-apimanagement-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apimanagement-py",
     "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.",
     "risk": "unknown",
@@ -1652,7 +1652,7 @@
   {
     "id": "azure-mgmt-applicationinsights-dotnet",
     "path": "skills/azure-mgmt-applicationinsights-dotnet",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-mgmt-applicationinsights-dotnet",
     "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.",
     "risk": "unknown",
@@ -1662,7 +1662,7 @@
   {
     "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).",
     "risk": "unknown",
@@ -1672,7 +1672,7 @@
   {
     "id": "azure-mgmt-botservice-dotnet",
     "path": "skills/azure-mgmt-botservice-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-botservice-dotnet",
     "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.",
     "risk": "unknown",
@@ -1682,7 +1682,7 @@
   {
     "id": "azure-mgmt-botservice-py",
     "path": "skills/azure-mgmt-botservice-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-botservice-py",
     "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.",
     "risk": "unknown",
@@ -1692,7 +1692,7 @@
   {
     "id": "azure-mgmt-fabric-dotnet",
     "path": "skills/azure-mgmt-fabric-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-fabric-dotnet",
     "description": "Azure Resource Manager SDK for Fabric in .NET.",
     "risk": "unknown",
@@ -1702,7 +1702,7 @@
   {
     "id": "azure-mgmt-fabric-py",
     "path": "skills/azure-mgmt-fabric-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-fabric-py",
     "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.",
     "risk": "unknown",
@@ -1712,7 +1712,7 @@
   {
     "id": "azure-mgmt-mongodbatlas-dotnet",
     "path": "skills/azure-mgmt-mongodbatlas-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-mongodbatlas-dotnet",
     "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...",
     "risk": "unknown",
@@ -1722,7 +1722,7 @@
   {
     "id": "azure-mgmt-weightsandbiases-dotnet",
     "path": "skills/azure-mgmt-weightsandbiases-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-weightsandbiases-dotnet",
     "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.",
     "risk": "unknown",
@@ -1732,7 +1732,7 @@
   {
     "id": "azure-microsoft-playwright-testing-ts",
     "path": "skills/azure-microsoft-playwright-testing-ts",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "azure-microsoft-playwright-testing-ts",
     "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...",
     "risk": "unknown",
@@ -1742,7 +1742,7 @@
   {
     "id": "azure-monitor-ingestion-java",
     "path": "skills/azure-monitor-ingestion-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-ingestion-java",
     "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).",
     "risk": "unknown",
@@ -1752,7 +1752,7 @@
   {
     "id": "azure-monitor-ingestion-py",
     "path": "skills/azure-monitor-ingestion-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-ingestion-py",
     "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.",
     "risk": "unknown",
@@ -1762,7 +1762,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-java",
     "path": "skills/azure-monitor-opentelemetry-exporter-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-exporter-java",
     "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.",
     "risk": "unknown",
@@ -1772,7 +1772,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-py",
     "path": "skills/azure-monitor-opentelemetry-exporter-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-exporter-py",
     "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.",
     "risk": "unknown",
@@ -1782,7 +1782,7 @@
   {
     "id": "azure-monitor-opentelemetry-py",
     "path": "skills/azure-monitor-opentelemetry-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-py",
     "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.",
     "risk": "unknown",
@@ -1792,7 +1792,7 @@
   {
     "id": "azure-monitor-opentelemetry-ts",
     "path": "skills/azure-monitor-opentelemetry-ts",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-monitor-opentelemetry-ts",
     "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...",
     "risk": "unknown",
@@ -1802,7 +1802,7 @@
   {
     "id": "azure-monitor-query-java",
     "path": "skills/azure-monitor-query-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-query-java",
     "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.",
     "risk": "unknown",
@@ -1812,7 +1812,7 @@
   {
     "id": "azure-monitor-query-py",
     "path": "skills/azure-monitor-query-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-query-py",
     "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.",
     "risk": "unknown",
@@ -1822,7 +1822,7 @@
   {
     "id": "azure-postgres-ts",
     "path": "skills/azure-postgres-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-postgres-ts",
     "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.",
     "risk": "unknown",
@@ -1832,7 +1832,7 @@
   {
     "id": "azure-resource-manager-cosmosdb-dotnet",
     "path": "skills/azure-resource-manager-cosmosdb-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-cosmosdb-dotnet",
     "description": "Azure Resource Manager SDK for Cosmos DB in .NET.",
     "risk": "unknown",
@@ -1842,7 +1842,7 @@
   {
     "id": "azure-resource-manager-durabletask-dotnet",
     "path": "skills/azure-resource-manager-durabletask-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-durabletask-dotnet",
     "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.",
     "risk": "unknown",
@@ -1852,7 +1852,7 @@
   {
     "id": "azure-resource-manager-mysql-dotnet",
     "path": "skills/azure-resource-manager-mysql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-mysql-dotnet",
     "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1862,7 +1862,7 @@
   {
     "id": "azure-resource-manager-playwright-dotnet",
     "path": "skills/azure-resource-manager-playwright-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-playwright-dotnet",
     "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.",
     "risk": "unknown",
@@ -1872,7 +1872,7 @@
   {
     "id": "azure-resource-manager-postgresql-dotnet",
     "path": "skills/azure-resource-manager-postgresql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-postgresql-dotnet",
     "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1882,7 +1882,7 @@
   {
     "id": "azure-resource-manager-redis-dotnet",
     "path": "skills/azure-resource-manager-redis-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-redis-dotnet",
     "description": "Azure Resource Manager SDK for Redis in .NET.",
     "risk": "unknown",
@@ -1892,7 +1892,7 @@
   {
     "id": "azure-resource-manager-sql-dotnet",
     "path": "skills/azure-resource-manager-sql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-sql-dotnet",
     "description": "Azure Resource Manager SDK for Azure SQL in .NET.",
     "risk": "unknown",
@@ -1902,7 +1902,7 @@
   {
     "id": "azure-search-documents-dotnet",
     "path": "skills/azure-search-documents-dotnet",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-dotnet",
     "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.",
     "risk": "unknown",
@@ -1912,7 +1912,7 @@
   {
     "id": "azure-search-documents-py",
     "path": "skills/azure-search-documents-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-py",
     "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.",
     "risk": "unknown",
@@ -1922,7 +1922,7 @@
   {
     "id": "azure-search-documents-ts",
     "path": "skills/azure-search-documents-ts",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-ts",
     "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...",
     "risk": "unknown",
@@ -1932,7 +1932,7 @@
   {
     "id": "azure-security-keyvault-keys-dotnet",
     "path": "skills/azure-security-keyvault-keys-dotnet",
-    "category": "uncategorized",
+    "category": "security",
     "name": "azure-security-keyvault-keys-dotnet",
     "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.",
     "risk": "unknown",
@@ -1942,7 +1942,7 @@
   {
     "id": "azure-security-keyvault-keys-java",
     "path": "skills/azure-security-keyvault-keys-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-security-keyvault-keys-java",
     "description": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.",
     "risk": "unknown",
@@ -1952,7 +1952,7 @@
   {
     "id": "azure-security-keyvault-secrets-java",
     "path": "skills/azure-security-keyvault-secrets-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-security-keyvault-secrets-java",
     "description": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.",
     "risk": "unknown",
@@ -1962,7 +1962,7 @@
   {
     "id": "azure-servicebus-dotnet",
     "path": "skills/azure-servicebus-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-servicebus-dotnet",
     "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.",
     "risk": "unknown",
@@ -1972,7 +1972,7 @@
   {
     "id": "azure-servicebus-py",
     "path": "skills/azure-servicebus-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-servicebus-py",
     "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.",
     "risk": "unknown",
@@ -1982,7 +1982,7 @@
   {
     "id": "azure-servicebus-ts",
     "path": "skills/azure-servicebus-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-servicebus-ts",
     "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...",
     "risk": "unknown",
@@ -1992,7 +1992,7 @@
   {
     "id": "azure-speech-to-text-rest-py",
     "path": "skills/azure-speech-to-text-rest-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-speech-to-text-rest-py",
     "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.",
     "risk": "unknown",
@@ -2002,7 +2002,7 @@
   {
     "id": "azure-storage-blob-java",
     "path": "skills/azure-storage-blob-java",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-java",
     "description": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...",
     "risk": "unknown",
@@ -2012,7 +2012,7 @@
   {
     "id": "azure-storage-blob-py",
     "path": "skills/azure-storage-blob-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-py",
     "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.",
     "risk": "unknown",
@@ -2022,7 +2022,7 @@
   {
     "id": "azure-storage-blob-rust",
     "path": "skills/azure-storage-blob-rust",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-rust",
     "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.",
     "risk": "unknown",
@@ -2032,7 +2032,7 @@
   {
     "id": "azure-storage-blob-ts",
     "path": "skills/azure-storage-blob-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-blob-ts",
     "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.",
     "risk": "unknown",
@@ -2042,7 +2042,7 @@
   {
     "id": "azure-storage-file-datalake-py",
     "path": "skills/azure-storage-file-datalake-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-file-datalake-py",
     "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.",
     "risk": "unknown",
@@ -2052,7 +2052,7 @@
   {
     "id": "azure-storage-file-share-py",
     "path": "skills/azure-storage-file-share-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-file-share-py",
     "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.",
     "risk": "unknown",
@@ -2062,7 +2062,7 @@
   {
     "id": "azure-storage-file-share-ts",
     "path": "skills/azure-storage-file-share-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-file-share-ts",
     "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.",
     "risk": "unknown",
@@ -2072,7 +2072,7 @@
   {
     "id": "azure-storage-queue-py",
     "path": "skills/azure-storage-queue-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-queue-py",
     "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.",
     "risk": "unknown",
@@ -2082,7 +2082,7 @@
   {
     "id": "azure-storage-queue-ts",
     "path": "skills/azure-storage-queue-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-queue-ts",
     "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.",
     "risk": "unknown",
@@ -2092,7 +2092,7 @@
   {
     "id": "azure-web-pubsub-ts",
     "path": "skills/azure-web-pubsub-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-web-pubsub-ts",
     "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...",
     "risk": "unknown",
@@ -2102,7 +2102,7 @@
   {
     "id": "backend-architect",
     "path": "skills/backend-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-architect",
     "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.",
     "risk": "unknown",
@@ -2112,7 +2112,7 @@
   {
     "id": "backend-dev-guidelines",
     "path": "skills/backend-dev-guidelines",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-dev-guidelines",
     "description": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...",
     "risk": "unknown",
@@ -2122,7 +2122,7 @@
   {
     "id": "backend-development-feature-development",
     "path": "skills/backend-development-feature-development",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "backend-development-feature-development",
     "description": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.",
     "risk": "unknown",
@@ -2132,7 +2132,7 @@
   {
     "id": "backend-security-coder",
     "path": "skills/backend-security-coder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-security-coder",
     "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.",
     "risk": "unknown",
@@ -2142,7 +2142,7 @@
   {
     "id": "backtesting-frameworks",
     "path": "skills/backtesting-frameworks",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "backtesting-frameworks",
     "description": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...",
     "risk": "unknown",
@@ -2152,7 +2152,7 @@
   {
     "id": "bamboohr-automation",
     "path": "skills/bamboohr-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bamboohr-automation",
     "description": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2172,7 +2172,7 @@
   {
     "id": "basecamp-automation",
     "path": "skills/basecamp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "basecamp-automation",
     "description": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2182,7 +2182,7 @@
   {
     "id": "bash-defensive-patterns",
     "path": "skills/bash-defensive-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "bash-defensive-patterns",
     "description": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.",
     "risk": "unknown",
@@ -2192,7 +2192,7 @@
   {
     "id": "bash-linux",
     "path": "skills/bash-linux",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bash-linux",
     "description": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.",
     "risk": "unknown",
@@ -2202,7 +2202,7 @@
   {
     "id": "bash-pro",
     "path": "skills/bash-pro",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bash-pro",
     "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n",
     "risk": "unknown",
@@ -2222,7 +2222,7 @@
   {
     "id": "bats-testing-patterns",
     "path": "skills/bats-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "bats-testing-patterns",
     "description": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.",
     "risk": "unknown",
@@ -2232,7 +2232,7 @@
   {
     "id": "bazel-build-optimization",
     "path": "skills/bazel-build-optimization",
-    "category": "uncategorized",
+    "category": "database",
     "name": "bazel-build-optimization",
     "description": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.",
     "risk": "unknown",
@@ -2242,7 +2242,7 @@
   {
     "id": "beautiful-prose",
     "path": "skills/beautiful-prose",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "beautiful-prose",
     "description": "Hard-edged writing style contract for timeless, forceful English prose without AI tics",
     "risk": "safe",
@@ -2252,7 +2252,7 @@
   {
     "id": "behavioral-modes",
     "path": "skills/behavioral-modes",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "behavioral-modes",
     "description": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.",
     "risk": "unknown",
@@ -2262,7 +2262,7 @@
   {
     "id": "bevy-ecs-expert",
     "path": "skills/bevy-ecs-expert",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "bevy-ecs-expert",
     "description": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.",
     "risk": "safe",
@@ -2272,7 +2272,7 @@
   {
     "id": "billing-automation",
     "path": "skills/billing-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "billing-automation",
     "description": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...",
     "risk": "unknown",
@@ -2282,7 +2282,7 @@
   {
     "id": "binary-analysis-patterns",
     "path": "skills/binary-analysis-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "binary-analysis-patterns",
     "description": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...",
     "risk": "unknown",
@@ -2292,7 +2292,7 @@
   {
     "id": "bitbucket-automation",
     "path": "skills/bitbucket-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bitbucket-automation",
     "description": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2302,7 +2302,7 @@
   {
     "id": "blockchain-developer",
     "path": "skills/blockchain-developer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "blockchain-developer",
     "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.",
     "risk": "unknown",
@@ -2312,7 +2312,7 @@
   {
     "id": "blockrun",
     "path": "skills/blockrun",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "blockrun",
     "description": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...",
     "risk": "unknown",
@@ -2322,7 +2322,7 @@
   {
     "id": "box-automation",
     "path": "skills/box-automation",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "box-automation",
     "description": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...",
     "risk": "unknown",
@@ -2332,7 +2332,7 @@
   {
     "id": "brainstorming",
     "path": "skills/brainstorming",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brainstorming",
     "description": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.",
     "risk": "unknown",
@@ -2342,7 +2342,7 @@
   {
     "id": "brand-guidelines-anthropic",
     "path": "skills/brand-guidelines-anthropic",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brand-guidelines-anthropic",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2352,7 +2352,7 @@
   {
     "id": "brand-guidelines-community",
     "path": "skills/brand-guidelines-community",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brand-guidelines-community",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2362,7 +2362,7 @@
   {
     "id": "brevo-automation",
     "path": "skills/brevo-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "brevo-automation",
     "description": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...",
     "risk": "unknown",
@@ -2372,7 +2372,7 @@
   {
     "id": "broken-authentication",
     "path": "skills/broken-authentication",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "broken-authentication",
     "description": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...",
     "risk": "unknown",
@@ -2382,7 +2382,7 @@
   {
     "id": "browser-automation",
     "path": "skills/browser-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "browser-automation",
     "description": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...",
     "risk": "unknown",
@@ -2392,7 +2392,7 @@
   {
     "id": "browser-extension-builder",
     "path": "skills/browser-extension-builder",
-    "category": "uncategorized",
+    "category": "content",
     "name": "browser-extension-builder",
     "description": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...",
     "risk": "unknown",
@@ -2402,7 +2402,7 @@
   {
     "id": "bullmq-specialist",
     "path": "skills/bullmq-specialist",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "bullmq-specialist",
     "description": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.",
     "risk": "unknown",
@@ -2412,7 +2412,7 @@
   {
     "id": "bun-development",
     "path": "skills/bun-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "bun-development",
     "description": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...",
     "risk": "unknown",
@@ -2422,7 +2422,7 @@
   {
     "id": "burp-suite-testing",
     "path": "skills/burp-suite-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "burp-suite-testing",
     "description": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...",
     "risk": "unknown",
@@ -2432,7 +2432,7 @@
   {
     "id": "business-analyst",
     "path": "skills/business-analyst",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "business-analyst",
     "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.",
     "risk": "unknown",
@@ -2462,7 +2462,7 @@
   {
     "id": "c4-architecture-c4-architecture",
     "path": "skills/c4-architecture-c4-architecture",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-architecture-c4-architecture",
     "description": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.",
     "risk": "unknown",
@@ -2472,7 +2472,7 @@
   {
     "id": "c4-code",
     "path": "skills/c4-code",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-code",
     "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.",
     "risk": "unknown",
@@ -2482,7 +2482,7 @@
   {
     "id": "c4-component",
     "path": "skills/c4-component",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "c4-component",
     "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.",
     "risk": "unknown",
@@ -2492,7 +2492,7 @@
   {
     "id": "c4-container",
     "path": "skills/c4-container",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "c4-container",
     "description": "Expert C4 Container-level documentation specialist.",
     "risk": "unknown",
@@ -2502,7 +2502,7 @@
   {
     "id": "c4-context",
     "path": "skills/c4-context",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-context",
     "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.",
     "risk": "unknown",
@@ -2512,7 +2512,7 @@
   {
     "id": "cal-com-automation",
     "path": "skills/cal-com-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "cal-com-automation",
     "description": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2532,7 +2532,7 @@
   {
     "id": "calendly-automation",
     "path": "skills/calendly-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "calendly-automation",
     "description": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2542,7 +2542,7 @@
   {
     "id": "canva-automation",
     "path": "skills/canva-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "canva-automation",
     "description": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2552,7 +2552,7 @@
   {
     "id": "canvas-design",
     "path": "skills/canvas-design",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "canvas-design",
     "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...",
     "risk": "unknown",
@@ -2562,7 +2562,7 @@
   {
     "id": "carrier-relationship-management",
     "path": "skills/carrier-relationship-management",
-    "category": "uncategorized",
+    "category": "database",
     "name": "carrier-relationship-management",
     "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.",
     "risk": "safe",
@@ -2572,7 +2572,7 @@
   {
     "id": "cc-skill-backend-patterns",
     "path": "skills/cc-skill-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cc-skill-backend-patterns",
     "description": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.",
     "risk": "unknown",
@@ -2582,7 +2582,7 @@
   {
     "id": "cc-skill-clickhouse-io",
     "path": "skills/cc-skill-clickhouse-io",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cc-skill-clickhouse-io",
     "description": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.",
     "risk": "unknown",
@@ -2592,7 +2592,7 @@
   {
     "id": "cc-skill-coding-standards",
     "path": "skills/cc-skill-coding-standards",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "cc-skill-coding-standards",
     "description": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.",
     "risk": "unknown",
@@ -2612,7 +2612,7 @@
   {
     "id": "cc-skill-frontend-patterns",
     "path": "skills/cc-skill-frontend-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "cc-skill-frontend-patterns",
     "description": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.",
     "risk": "unknown",
@@ -2632,7 +2632,7 @@
   {
     "id": "cc-skill-security-review",
     "path": "skills/cc-skill-security-review",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cc-skill-security-review",
     "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...",
     "risk": "unknown",
@@ -2652,7 +2652,7 @@
   {
     "id": "cdk-patterns",
     "path": "skills/cdk-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cdk-patterns",
     "description": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.",
     "risk": "unknown",
@@ -2662,7 +2662,7 @@
   {
     "id": "changelog-automation",
     "path": "skills/changelog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "changelog-automation",
     "description": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.",
     "risk": "unknown",
@@ -2672,7 +2672,7 @@
   {
     "id": "chrome-extension-developer",
     "path": "skills/chrome-extension-developer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "chrome-extension-developer",
     "description": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.",
     "risk": "safe",
@@ -2682,7 +2682,7 @@
   {
     "id": "cicd-automation-workflow-automate",
     "path": "skills/cicd-automation-workflow-automate",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "cicd-automation-workflow-automate",
     "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...",
     "risk": "unknown",
@@ -2692,7 +2692,7 @@
   {
     "id": "circleci-automation",
     "path": "skills/circleci-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "circleci-automation",
     "description": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2702,7 +2702,7 @@
   {
     "id": "clarity-gate",
     "path": "skills/clarity-gate",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "clarity-gate",
     "description": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow",
     "risk": "safe",
@@ -2712,7 +2712,7 @@
   {
     "id": "claude-ally-health",
     "path": "skills/claude-ally-health",
-    "category": "uncategorized",
+    "category": "database",
     "name": "claude-ally-health",
     "description": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.",
     "risk": "safe",
@@ -2732,7 +2732,7 @@
   {
     "id": "claude-d3js-skill",
     "path": "skills/claude-d3js-skill",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "claude-d3js-skill",
     "description": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...",
     "risk": "unknown",
@@ -2772,7 +2772,7 @@
   {
     "id": "clean-code",
     "path": "skills/clean-code",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "clean-code",
     "description": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...",
     "risk": "safe",
@@ -2782,7 +2782,7 @@
   {
     "id": "clerk-auth",
     "path": "skills/clerk-auth",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "clerk-auth",
     "description": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.",
     "risk": "unknown",
@@ -2792,7 +2792,7 @@
   {
     "id": "clickup-automation",
     "path": "skills/clickup-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "clickup-automation",
     "description": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2802,7 +2802,7 @@
   {
     "id": "close-automation",
     "path": "skills/close-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "close-automation",
     "description": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2812,7 +2812,7 @@
   {
     "id": "cloud-architect",
     "path": "skills/cloud-architect",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloud-architect",
     "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.",
     "risk": "unknown",
@@ -2832,7 +2832,7 @@
   {
     "id": "cloud-penetration-testing",
     "path": "skills/cloud-penetration-testing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloud-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...",
     "risk": "unknown",
@@ -2842,7 +2842,7 @@
   {
     "id": "cloudflare-workers-expert",
     "path": "skills/cloudflare-workers-expert",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloudflare-workers-expert",
     "description": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.",
     "risk": "safe",
@@ -2852,7 +2852,7 @@
   {
     "id": "cloudformation-best-practices",
     "path": "skills/cloudformation-best-practices",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloudformation-best-practices",
     "description": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.",
     "risk": "unknown",
@@ -2862,7 +2862,7 @@
   {
     "id": "coda-automation",
     "path": "skills/coda-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "coda-automation",
     "description": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2872,7 +2872,7 @@
   {
     "id": "code-documentation-code-explain",
     "path": "skills/code-documentation-code-explain",
-    "category": "uncategorized",
+    "category": "content",
     "name": "code-documentation-code-explain",
     "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...",
     "risk": "unknown",
@@ -2882,7 +2882,7 @@
   {
     "id": "code-documentation-doc-generate",
     "path": "skills/code-documentation-doc-generate",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "code-documentation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -2892,7 +2892,7 @@
   {
     "id": "code-refactoring-context-restore",
     "path": "skills/code-refactoring-context-restore",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "code-refactoring-context-restore",
     "description": "Use when working with code refactoring context restore",
     "risk": "unknown",
@@ -2922,7 +2922,7 @@
   {
     "id": "code-review-ai-ai-review",
     "path": "skills/code-review-ai-ai-review",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "code-review-ai-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -2932,7 +2932,7 @@
   {
     "id": "code-review-checklist",
     "path": "skills/code-review-checklist",
-    "category": "uncategorized",
+    "category": "security",
     "name": "code-review-checklist",
     "description": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability",
     "risk": "unknown",
@@ -2942,7 +2942,7 @@
   {
     "id": "code-review-excellence",
     "path": "skills/code-review-excellence",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "code-review-excellence",
     "description": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...",
     "risk": "unknown",
@@ -2952,7 +2952,7 @@
   {
     "id": "code-reviewer",
     "path": "skills/code-reviewer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "code-reviewer",
     "description": "Elite code review expert specializing in modern AI-powered code",
     "risk": "unknown",
@@ -2962,7 +2962,7 @@
   {
     "id": "codebase-cleanup-deps-audit",
     "path": "skills/codebase-cleanup-deps-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "codebase-cleanup-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -2992,7 +2992,7 @@
   {
     "id": "codex-review",
     "path": "skills/codex-review",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "codex-review",
     "description": "Professional code review with auto CHANGELOG generation, integrated with Codex AI",
     "risk": "unknown",
@@ -3002,7 +3002,7 @@
   {
     "id": "commit",
     "path": "skills/commit",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "commit",
     "description": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...",
     "risk": "safe",
@@ -3012,7 +3012,7 @@
   {
     "id": "competitive-landscape",
     "path": "skills/competitive-landscape",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "competitive-landscape",
     "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...",
     "risk": "unknown",
@@ -3022,7 +3022,7 @@
   {
     "id": "competitor-alternatives",
     "path": "skills/competitor-alternatives",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "competitor-alternatives",
     "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...",
     "risk": "unknown",
@@ -3042,7 +3042,7 @@
   {
     "id": "comprehensive-review-pr-enhance",
     "path": "skills/comprehensive-review-pr-enhance",
-    "category": "uncategorized",
+    "category": "content",
     "name": "comprehensive-review-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...",
     "risk": "unknown",
@@ -3052,7 +3052,7 @@
   {
     "id": "computer-use-agents",
     "path": "skills/computer-use-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "computer-use-agents",
     "description": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...",
     "risk": "unknown",
@@ -3062,7 +3062,7 @@
   {
     "id": "computer-vision-expert",
     "path": "skills/computer-vision-expert",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "computer-vision-expert",
     "description": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.",
     "risk": "unknown",
@@ -3082,7 +3082,7 @@
   {
     "id": "conductor-implement",
     "path": "skills/conductor-implement",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "conductor-implement",
     "description": "Execute tasks from a track's implementation plan following TDD workflow",
     "risk": "unknown",
@@ -3092,7 +3092,7 @@
   {
     "id": "conductor-manage",
     "path": "skills/conductor-manage",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "conductor-manage",
     "description": "Manage track lifecycle: archive, restore, delete, rename, and cleanup",
     "risk": "unknown",
@@ -3112,7 +3112,7 @@
   {
     "id": "conductor-revert",
     "path": "skills/conductor-revert",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "conductor-revert",
     "description": "Git-aware undo by logical work unit (track, phase, or task)",
     "risk": "unknown",
@@ -3122,7 +3122,7 @@
   {
     "id": "conductor-setup",
     "path": "skills/conductor-setup",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "conductor-setup",
     "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n",
     "risk": "unknown",
@@ -3152,7 +3152,7 @@
   {
     "id": "confluence-automation",
     "path": "skills/confluence-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "confluence-automation",
     "description": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3172,7 +3172,7 @@
   {
     "id": "content-marketer",
     "path": "skills/content-marketer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "content-marketer",
     "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.",
     "risk": "unknown",
@@ -3182,7 +3182,7 @@
   {
     "id": "context-compression",
     "path": "skills/context-compression",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "context-compression",
     "description": "Design and evaluate compression strategies for long-running sessions",
     "risk": "safe",
@@ -3192,7 +3192,7 @@
   {
     "id": "context-degradation",
     "path": "skills/context-degradation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "context-degradation",
     "description": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash",
     "risk": "safe",
@@ -3202,7 +3202,7 @@
   {
     "id": "context-driven-development",
     "path": "skills/context-driven-development",
-    "category": "uncategorized",
+    "category": "content",
     "name": "context-driven-development",
     "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...",
     "risk": "unknown",
@@ -3222,7 +3222,7 @@
   {
     "id": "context-management-context-restore",
     "path": "skills/context-management-context-restore",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "context-management-context-restore",
     "description": "Use when working with context management context restore",
     "risk": "unknown",
@@ -3242,7 +3242,7 @@
   {
     "id": "context-manager",
     "path": "skills/context-manager",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "context-manager",
     "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.",
     "risk": "unknown",
@@ -3252,7 +3252,7 @@
   {
     "id": "context-optimization",
     "path": "skills/context-optimization",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "context-optimization",
     "description": "Apply compaction, masking, and caching strategies",
     "risk": "safe",
@@ -3262,7 +3262,7 @@
   {
     "id": "context-window-management",
     "path": "skills/context-window-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "context-window-management",
     "description": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...",
     "risk": "unknown",
@@ -3272,7 +3272,7 @@
   {
     "id": "context7-auto-research",
     "path": "skills/context7-auto-research",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "context7-auto-research",
     "description": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API",
     "risk": "unknown",
@@ -3282,7 +3282,7 @@
   {
     "id": "conversation-memory",
     "path": "skills/conversation-memory",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "conversation-memory",
     "description": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.",
     "risk": "unknown",
@@ -3292,7 +3292,7 @@
   {
     "id": "convertkit-automation",
     "path": "skills/convertkit-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "convertkit-automation",
     "description": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3302,7 +3302,7 @@
   {
     "id": "convex",
     "path": "skills/convex",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "convex",
     "description": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.",
     "risk": "safe",
@@ -3312,7 +3312,7 @@
   {
     "id": "copilot-sdk",
     "path": "skills/copilot-sdk",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "copilot-sdk",
     "description": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...",
     "risk": "unknown",
@@ -3332,7 +3332,7 @@
   {
     "id": "copywriting",
     "path": "skills/copywriting",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "copywriting",
     "description": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.",
     "risk": "unknown",
@@ -3342,7 +3342,7 @@
   {
     "id": "core-components",
     "path": "skills/core-components",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "core-components",
     "description": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.",
     "risk": "unknown",
@@ -3352,7 +3352,7 @@
   {
     "id": "cost-optimization",
     "path": "skills/cost-optimization",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cost-optimization",
     "description": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...",
     "risk": "unknown",
@@ -3362,7 +3362,7 @@
   {
     "id": "cpp-pro",
     "path": "skills/cpp-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cpp-pro",
     "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.",
     "risk": "unknown",
@@ -3372,7 +3372,7 @@
   {
     "id": "cqrs-implementation",
     "path": "skills/cqrs-implementation",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cqrs-implementation",
     "description": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.",
     "risk": "unknown",
@@ -3382,7 +3382,7 @@
   {
     "id": "create-pr",
     "path": "skills/create-pr",
-    "category": "uncategorized",
+    "category": "content",
     "name": "create-pr",
     "description": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.",
     "risk": "safe",
@@ -3392,7 +3392,7 @@
   {
     "id": "crewai",
     "path": "skills/crewai",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "crewai",
     "description": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...",
     "risk": "unknown",
@@ -3402,7 +3402,7 @@
   {
     "id": "crypto-bd-agent",
     "path": "skills/crypto-bd-agent",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "crypto-bd-agent",
     "description": "Autonomous crypto business development patterns \u2014 multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...",
     "risk": "safe",
@@ -3412,7 +3412,7 @@
   {
     "id": "csharp-pro",
     "path": "skills/csharp-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "csharp-pro",
     "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.",
     "risk": "unknown",
@@ -3422,7 +3422,7 @@
   {
     "id": "culture-index",
     "path": "skills/culture-index",
-    "category": "uncategorized",
+    "category": "database",
     "name": "culture-index",
     "description": "Index and search culture documentation",
     "risk": "safe",
@@ -3432,7 +3432,7 @@
   {
     "id": "customer-support",
     "path": "skills/customer-support",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "customer-support",
     "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.",
     "risk": "unknown",
@@ -3442,7 +3442,7 @@
   {
     "id": "customs-trade-compliance",
     "path": "skills/customs-trade-compliance",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "customs-trade-compliance",
     "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.",
     "risk": "safe",
@@ -3452,7 +3452,7 @@
   {
     "id": "daily-news-report",
     "path": "skills/daily-news-report",
-    "category": "uncategorized",
+    "category": "content",
     "name": "daily-news-report",
     "description": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.",
     "risk": "unknown",
@@ -3462,7 +3462,7 @@
   {
     "id": "data-engineer",
     "path": "skills/data-engineer",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "data-engineer",
     "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.",
     "risk": "unknown",
@@ -3472,7 +3472,7 @@
   {
     "id": "data-engineering-data-driven-feature",
     "path": "skills/data-engineering-data-driven-feature",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "data-engineering-data-driven-feature",
     "description": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.",
     "risk": "unknown",
@@ -3482,7 +3482,7 @@
   {
     "id": "data-engineering-data-pipeline",
     "path": "skills/data-engineering-data-pipeline",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-engineering-data-pipeline",
     "description": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.",
     "risk": "unknown",
@@ -3492,7 +3492,7 @@
   {
     "id": "data-quality-frameworks",
     "path": "skills/data-quality-frameworks",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-quality-frameworks",
     "description": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.",
     "risk": "unknown",
@@ -3502,7 +3502,7 @@
   {
     "id": "data-scientist",
     "path": "skills/data-scientist",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-scientist",
     "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.",
     "risk": "unknown",
@@ -3512,7 +3512,7 @@
   {
     "id": "data-storytelling",
     "path": "skills/data-storytelling",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-storytelling",
     "description": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...",
     "risk": "unknown",
@@ -3522,7 +3522,7 @@
   {
     "id": "data-structure-protocol",
     "path": "skills/data-structure-protocol",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-structure-protocol",
     "description": "Give agents persistent structural memory of a codebase \u2014 navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.",
     "risk": "safe",
@@ -3542,7 +3542,7 @@
   {
     "id": "database-admin",
     "path": "skills/database-admin",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "database-admin",
     "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.",
     "risk": "unknown",
@@ -3552,7 +3552,7 @@
   {
     "id": "database-architect",
     "path": "skills/database-architect",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-architect",
     "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.",
     "risk": "unknown",
@@ -3562,7 +3562,7 @@
   {
     "id": "database-cloud-optimization-cost-optimize",
     "path": "skills/database-cloud-optimization-cost-optimize",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-cloud-optimization-cost-optimize",
     "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...",
     "risk": "unknown",
@@ -3572,7 +3572,7 @@
   {
     "id": "database-design",
     "path": "skills/database-design",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-design",
     "description": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.",
     "risk": "unknown",
@@ -3582,7 +3582,7 @@
   {
     "id": "database-migration",
     "path": "skills/database-migration",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migration",
     "description": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...",
     "risk": "unknown",
@@ -3592,7 +3592,7 @@
   {
     "id": "database-migrations-migration-observability",
     "path": "skills/database-migrations-migration-observability",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migrations-migration-observability",
     "description": "Migration monitoring, CDC, and observability infrastructure",
     "risk": "unknown",
@@ -3602,7 +3602,7 @@
   {
     "id": "database-migrations-sql-migrations",
     "path": "skills/database-migrations-sql-migrations",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migrations-sql-migrations",
     "description": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.",
     "risk": "unknown",
@@ -3612,7 +3612,7 @@
   {
     "id": "database-optimizer",
     "path": "skills/database-optimizer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-optimizer",
     "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.",
     "risk": "unknown",
@@ -3622,7 +3622,7 @@
   {
     "id": "datadog-automation",
     "path": "skills/datadog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "datadog-automation",
     "description": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3632,7 +3632,7 @@
   {
     "id": "dbos-golang",
     "path": "skills/dbos-golang",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dbos-golang",
     "description": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...",
     "risk": "safe",
@@ -3642,7 +3642,7 @@
   {
     "id": "dbos-python",
     "path": "skills/dbos-python",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dbos-python",
     "description": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...",
     "risk": "safe",
@@ -3652,7 +3652,7 @@
   {
     "id": "dbos-typescript",
     "path": "skills/dbos-typescript",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "dbos-typescript",
     "description": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...",
     "risk": "safe",
@@ -3662,7 +3662,7 @@
   {
     "id": "dbt-transformation-patterns",
     "path": "skills/dbt-transformation-patterns",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "dbt-transformation-patterns",
     "description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...",
     "risk": "unknown",
@@ -3672,7 +3672,7 @@
   {
     "id": "ddd-context-mapping",
     "path": "skills/ddd-context-mapping",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ddd-context-mapping",
     "description": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.",
     "risk": "safe",
@@ -3682,7 +3682,7 @@
   {
     "id": "ddd-strategic-design",
     "path": "skills/ddd-strategic-design",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ddd-strategic-design",
     "description": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.",
     "risk": "safe",
@@ -3692,7 +3692,7 @@
   {
     "id": "ddd-tactical-patterns",
     "path": "skills/ddd-tactical-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ddd-tactical-patterns",
     "description": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.",
     "risk": "safe",
@@ -3702,7 +3702,7 @@
   {
     "id": "debugger",
     "path": "skills/debugger",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "debugger",
     "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n",
     "risk": "unknown",
@@ -3712,7 +3712,7 @@
   {
     "id": "debugging-strategies",
     "path": "skills/debugging-strategies",
-    "category": "uncategorized",
+    "category": "database",
     "name": "debugging-strategies",
     "description": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...",
     "risk": "unknown",
@@ -3732,7 +3732,7 @@
   {
     "id": "deep-research",
     "path": "skills/deep-research",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "deep-research",
     "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...",
     "risk": "safe",
@@ -3742,7 +3742,7 @@
   {
     "id": "defi-protocol-templates",
     "path": "skills/defi-protocol-templates",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "defi-protocol-templates",
     "description": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.",
     "risk": "unknown",
@@ -3752,7 +3752,7 @@
   {
     "id": "dependency-management-deps-audit",
     "path": "skills/dependency-management-deps-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "dependency-management-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -3762,7 +3762,7 @@
   {
     "id": "dependency-upgrade",
     "path": "skills/dependency-upgrade",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "dependency-upgrade",
     "description": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...",
     "risk": "unknown",
@@ -3772,7 +3772,7 @@
   {
     "id": "deployment-engineer",
     "path": "skills/deployment-engineer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-engineer",
     "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.",
     "risk": "unknown",
@@ -3782,7 +3782,7 @@
   {
     "id": "deployment-pipeline-design",
     "path": "skills/deployment-pipeline-design",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-pipeline-design",
     "description": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...",
     "risk": "unknown",
@@ -3792,7 +3792,7 @@
   {
     "id": "deployment-procedures",
     "path": "skills/deployment-procedures",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-procedures",
     "description": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.",
     "risk": "unknown",
@@ -3802,7 +3802,7 @@
   {
     "id": "deployment-validation-config-validate",
     "path": "skills/deployment-validation-config-validate",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-validation-config-validate",
     "description": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat",
     "risk": "unknown",
@@ -3822,7 +3822,7 @@
   {
     "id": "design-orchestration",
     "path": "skills/design-orchestration",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "design-orchestration",
     "description": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.",
     "risk": "unknown",
@@ -3842,7 +3842,7 @@
   {
     "id": "devops-troubleshooter",
     "path": "skills/devops-troubleshooter",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "devops-troubleshooter",
     "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.",
     "risk": "unknown",
@@ -3852,7 +3852,7 @@
   {
     "id": "discord-automation",
     "path": "skills/discord-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "discord-automation",
     "description": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3862,7 +3862,7 @@
   {
     "id": "discord-bot-architect",
     "path": "skills/discord-bot-architect",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "discord-bot-architect",
     "description": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.",
     "risk": "unknown",
@@ -3882,7 +3882,7 @@
   {
     "id": "distributed-debugging-debug-trace",
     "path": "skills/distributed-debugging-debug-trace",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "distributed-debugging-debug-trace",
     "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...",
     "risk": "unknown",
@@ -3892,7 +3892,7 @@
   {
     "id": "distributed-tracing",
     "path": "skills/distributed-tracing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "distributed-tracing",
     "description": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...",
     "risk": "unknown",
@@ -3902,7 +3902,7 @@
   {
     "id": "django-pro",
     "path": "skills/django-pro",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "django-pro",
     "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.",
     "risk": "unknown",
@@ -3912,7 +3912,7 @@
   {
     "id": "doc-coauthoring",
     "path": "skills/doc-coauthoring",
-    "category": "uncategorized",
+    "category": "content",
     "name": "doc-coauthoring",
     "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...",
     "risk": "unknown",
@@ -3932,7 +3932,7 @@
   {
     "id": "docs-architect",
     "path": "skills/docs-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "docs-architect",
     "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.",
     "risk": "unknown",
@@ -3952,7 +3952,7 @@
   {
     "id": "documentation-generation-doc-generate",
     "path": "skills/documentation-generation-doc-generate",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "documentation-generation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -3962,7 +3962,7 @@
   {
     "id": "documentation-templates",
     "path": "skills/documentation-templates",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "documentation-templates",
     "description": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.",
     "risk": "unknown",
@@ -3972,7 +3972,7 @@
   {
     "id": "docusign-automation",
     "path": "skills/docusign-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "docusign-automation",
     "description": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3982,7 +3982,7 @@
   {
     "id": "docx-official",
     "path": "skills/docx-official",
-    "category": "uncategorized",
+    "category": "database",
     "name": "docx-official",
     "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...",
     "risk": "unknown",
@@ -3992,7 +3992,7 @@
   {
     "id": "domain-driven-design",
     "path": "skills/domain-driven-design",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "domain-driven-design",
     "description": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.",
     "risk": "safe",
@@ -4002,7 +4002,7 @@
   {
     "id": "dotnet-architect",
     "path": "skills/dotnet-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-architect",
     "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.",
     "risk": "unknown",
@@ -4012,7 +4012,7 @@
   {
     "id": "dotnet-backend",
     "path": "skills/dotnet-backend",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-backend",
     "description": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.",
     "risk": "safe",
@@ -4022,7 +4022,7 @@
   {
     "id": "dotnet-backend-patterns",
     "path": "skills/dotnet-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-backend-patterns",
     "description": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...",
     "risk": "unknown",
@@ -4042,7 +4042,7 @@
   {
     "id": "dropbox-automation",
     "path": "skills/dropbox-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "dropbox-automation",
     "description": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4052,7 +4052,7 @@
   {
     "id": "dx-optimizer",
     "path": "skills/dx-optimizer",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "dx-optimizer",
     "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.",
     "risk": "unknown",
@@ -4072,7 +4072,7 @@
   {
     "id": "e2e-testing-patterns",
     "path": "skills/e2e-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "e2e-testing-patterns",
     "description": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...",
     "risk": "unknown",
@@ -4082,7 +4082,7 @@
   {
     "id": "elixir-pro",
     "path": "skills/elixir-pro",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "elixir-pro",
     "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.",
     "risk": "unknown",
@@ -4092,7 +4092,7 @@
   {
     "id": "email-sequence",
     "path": "skills/email-sequence",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "email-sequence",
     "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...",
     "risk": "unknown",
@@ -4102,7 +4102,7 @@
   {
     "id": "email-systems",
     "path": "skills/email-systems",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "email-systems",
     "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...",
     "risk": "unknown",
@@ -4112,7 +4112,7 @@
   {
     "id": "embedding-strategies",
     "path": "skills/embedding-strategies",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "embedding-strategies",
     "description": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...",
     "risk": "unknown",
@@ -4152,7 +4152,7 @@
   {
     "id": "error-debugging-error-analysis",
     "path": "skills/error-debugging-error-analysis",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "error-debugging-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4162,7 +4162,7 @@
   {
     "id": "error-debugging-error-trace",
     "path": "skills/error-debugging-error-trace",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "error-debugging-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...",
     "risk": "unknown",
@@ -4182,7 +4182,7 @@
   {
     "id": "error-detective",
     "path": "skills/error-detective",
-    "category": "uncategorized",
+    "category": "content",
     "name": "error-detective",
     "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.",
     "risk": "unknown",
@@ -4192,7 +4192,7 @@
   {
     "id": "error-diagnostics-error-analysis",
     "path": "skills/error-diagnostics-error-analysis",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "error-diagnostics-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4202,7 +4202,7 @@
   {
     "id": "error-diagnostics-error-trace",
     "path": "skills/error-diagnostics-error-trace",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "error-diagnostics-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,",
     "risk": "unknown",
@@ -4222,7 +4222,7 @@
   {
     "id": "error-handling-patterns",
     "path": "skills/error-handling-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "error-handling-patterns",
     "description": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...",
     "risk": "unknown",
@@ -4232,7 +4232,7 @@
   {
     "id": "ethical-hacking-methodology",
     "path": "skills/ethical-hacking-methodology",
-    "category": "uncategorized",
+    "category": "security",
     "name": "ethical-hacking-methodology",
     "description": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...",
     "risk": "unknown",
@@ -4252,7 +4252,7 @@
   {
     "id": "event-sourcing-architect",
     "path": "skills/event-sourcing-architect",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "event-sourcing-architect",
     "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...",
     "risk": "unknown",
@@ -4262,7 +4262,7 @@
   {
     "id": "event-store-design",
     "path": "skills/event-store-design",
-    "category": "uncategorized",
+    "category": "content",
     "name": "event-store-design",
     "description": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.",
     "risk": "unknown",
@@ -4272,7 +4272,7 @@
   {
     "id": "exa-search",
     "path": "skills/exa-search",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "exa-search",
     "description": "Semantic search, similar content discovery, and structured research using Exa API",
     "risk": "unknown",
@@ -4282,7 +4282,7 @@
   {
     "id": "executing-plans",
     "path": "skills/executing-plans",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "executing-plans",
     "description": "Use when you have a written implementation plan to execute in a separate session with review checkpoints",
     "risk": "unknown",
@@ -4292,7 +4292,7 @@
   {
     "id": "expo-deployment",
     "path": "skills/expo-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "expo-deployment",
     "description": "Deploy Expo apps to production",
     "risk": "safe",
@@ -4302,7 +4302,7 @@
   {
     "id": "fal-audio",
     "path": "skills/fal-audio",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-audio",
     "description": "Text-to-speech and speech-to-text using fal.ai audio models",
     "risk": "safe",
@@ -4312,7 +4312,7 @@
   {
     "id": "fal-generate",
     "path": "skills/fal-generate",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-generate",
     "description": "Generate images and videos using fal.ai AI models",
     "risk": "safe",
@@ -4322,7 +4322,7 @@
   {
     "id": "fal-image-edit",
     "path": "skills/fal-image-edit",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-image-edit",
     "description": "AI-powered image editing with style transfer and object removal",
     "risk": "safe",
@@ -4332,7 +4332,7 @@
   {
     "id": "fal-platform",
     "path": "skills/fal-platform",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fal-platform",
     "description": "Platform APIs for model management, pricing, and usage tracking",
     "risk": "safe",
@@ -4342,7 +4342,7 @@
   {
     "id": "fal-upscale",
     "path": "skills/fal-upscale",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-upscale",
     "description": "Upscale and enhance image and video resolution using AI",
     "risk": "safe",
@@ -4352,7 +4352,7 @@
   {
     "id": "fal-workflow",
     "path": "skills/fal-workflow",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-workflow",
     "description": "Generate workflow JSON files for chaining AI models",
     "risk": "safe",
@@ -4362,7 +4362,7 @@
   {
     "id": "fastapi-pro",
     "path": "skills/fastapi-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-pro",
     "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.",
     "risk": "unknown",
@@ -4372,7 +4372,7 @@
   {
     "id": "fastapi-router-py",
     "path": "skills/fastapi-router-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-router-py",
     "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...",
     "risk": "unknown",
@@ -4382,7 +4382,7 @@
   {
     "id": "fastapi-templates",
     "path": "skills/fastapi-templates",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-templates",
     "description": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.",
     "risk": "unknown",
@@ -4392,7 +4392,7 @@
   {
     "id": "ffuf-claude-skill",
     "path": "skills/ffuf-claude-skill",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ffuf-claude-skill",
     "description": "Web fuzzing with ffuf",
     "risk": "safe",
@@ -4402,7 +4402,7 @@
   {
     "id": "figma-automation",
     "path": "skills/figma-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "figma-automation",
     "description": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4422,7 +4422,7 @@
   {
     "id": "file-path-traversal",
     "path": "skills/file-path-traversal",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "file-path-traversal",
     "description": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...",
     "risk": "unknown",
@@ -4432,7 +4432,7 @@
   {
     "id": "file-uploads",
     "path": "skills/file-uploads",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "file-uploads",
     "description": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...",
     "risk": "unknown",
@@ -4442,7 +4442,7 @@
   {
     "id": "find-bugs",
     "path": "skills/find-bugs",
-    "category": "uncategorized",
+    "category": "security",
     "name": "find-bugs",
     "description": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.",
     "risk": "safe",
@@ -4452,7 +4452,7 @@
   {
     "id": "finishing-a-development-branch",
     "path": "skills/finishing-a-development-branch",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "finishing-a-development-branch",
     "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup",
     "risk": "unknown",
@@ -4462,7 +4462,7 @@
   {
     "id": "firebase",
     "path": "skills/firebase",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "firebase",
     "description": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...",
     "risk": "unknown",
@@ -4472,7 +4472,7 @@
   {
     "id": "firecrawl-scraper",
     "path": "skills/firecrawl-scraper",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "firecrawl-scraper",
     "description": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API",
     "risk": "unknown",
@@ -4482,7 +4482,7 @@
   {
     "id": "firmware-analyst",
     "path": "skills/firmware-analyst",
-    "category": "uncategorized",
+    "category": "security",
     "name": "firmware-analyst",
     "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.",
     "risk": "unknown",
@@ -4492,7 +4492,7 @@
   {
     "id": "fix-review",
     "path": "skills/fix-review",
-    "category": "uncategorized",
+    "category": "security",
     "name": "fix-review",
     "description": "Verify fix commits address audit findings without new bugs",
     "risk": "safe",
@@ -4502,7 +4502,7 @@
   {
     "id": "flutter-expert",
     "path": "skills/flutter-expert",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "flutter-expert",
     "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.",
     "risk": "unknown",
@@ -4512,7 +4512,7 @@
   {
     "id": "form-cro",
     "path": "skills/form-cro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "form-cro",
     "description": "Optimize any form that is NOT signup or account registration \u2014 including lead capture, contact, demo request, application, survey, quote, and checkout forms.",
     "risk": "unknown",
@@ -4522,7 +4522,7 @@
   {
     "id": "fp-ts-errors",
     "path": "skills/fp-ts-errors",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "fp-ts-errors",
     "description": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.",
     "risk": "safe",
@@ -4532,7 +4532,7 @@
   {
     "id": "fp-ts-pragmatic",
     "path": "skills/fp-ts-pragmatic",
-    "category": "uncategorized",
+    "category": "content",
     "name": "fp-ts-pragmatic",
     "description": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.",
     "risk": "safe",
@@ -4542,7 +4542,7 @@
   {
     "id": "fp-ts-react",
     "path": "skills/fp-ts-react",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "fp-ts-react",
     "description": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.",
     "risk": "safe",
@@ -4552,7 +4552,7 @@
   {
     "id": "framework-migration-code-migrate",
     "path": "skills/framework-migration-code-migrate",
-    "category": "uncategorized",
+    "category": "database",
     "name": "framework-migration-code-migrate",
     "description": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and",
     "risk": "unknown",
@@ -4562,7 +4562,7 @@
   {
     "id": "framework-migration-deps-upgrade",
     "path": "skills/framework-migration-deps-upgrade",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "framework-migration-deps-upgrade",
     "description": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa",
     "risk": "unknown",
@@ -4572,7 +4572,7 @@
   {
     "id": "framework-migration-legacy-modernize",
     "path": "skills/framework-migration-legacy-modernize",
-    "category": "uncategorized",
+    "category": "database",
     "name": "framework-migration-legacy-modernize",
     "description": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex",
     "risk": "unknown",
@@ -4582,7 +4582,7 @@
   {
     "id": "free-tool-strategy",
     "path": "skills/free-tool-strategy",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "free-tool-strategy",
     "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...",
     "risk": "unknown",
@@ -4592,7 +4592,7 @@
   {
     "id": "freshdesk-automation",
     "path": "skills/freshdesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "freshdesk-automation",
     "description": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4602,7 +4602,7 @@
   {
     "id": "freshservice-automation",
     "path": "skills/freshservice-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "freshservice-automation",
     "description": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4612,7 +4612,7 @@
   {
     "id": "frontend-design",
     "path": "skills/frontend-design",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-design",
     "description": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...",
     "risk": "unknown",
@@ -4622,7 +4622,7 @@
   {
     "id": "frontend-dev-guidelines",
     "path": "skills/frontend-dev-guidelines",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-dev-guidelines",
     "description": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...",
     "risk": "unknown",
@@ -4632,7 +4632,7 @@
   {
     "id": "frontend-developer",
     "path": "skills/frontend-developer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-developer",
     "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.",
     "risk": "unknown",
@@ -4642,7 +4642,7 @@
   {
     "id": "frontend-mobile-development-component-scaffold",
     "path": "skills/frontend-mobile-development-component-scaffold",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-mobile-development-component-scaffold",
     "description": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s",
     "risk": "unknown",
@@ -4652,7 +4652,7 @@
   {
     "id": "frontend-mobile-security-xss-scan",
     "path": "skills/frontend-mobile-security-xss-scan",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-mobile-security-xss-scan",
     "description": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi",
     "risk": "unknown",
@@ -4662,7 +4662,7 @@
   {
     "id": "frontend-security-coder",
     "path": "skills/frontend-security-coder",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-security-coder",
     "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.",
     "risk": "unknown",
@@ -4672,7 +4672,7 @@
   {
     "id": "frontend-slides",
     "path": "skills/frontend-slides",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-slides",
     "description": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...",
     "risk": "safe",
@@ -4682,7 +4682,7 @@
   {
     "id": "frontend-ui-dark-ts",
     "path": "skills/frontend-ui-dark-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-ui-dark-ts",
     "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...",
     "risk": "unknown",
@@ -4692,7 +4692,7 @@
   {
     "id": "full-stack-orchestration-full-stack-feature",
     "path": "skills/full-stack-orchestration-full-stack-feature",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "full-stack-orchestration-full-stack-feature",
     "description": "Use when working with full stack orchestration full stack feature",
     "risk": "unknown",
@@ -4712,7 +4712,7 @@
   {
     "id": "game-audio",
     "path": "skills/game-development/game-audio",
-    "category": "game-development",
+    "category": "testing",
     "name": "game-audio",
     "description": "Game audio principles. Sound design, music integration, adaptive audio systems.",
     "risk": "unknown",
@@ -4732,7 +4732,7 @@
   {
     "id": "game-development",
     "path": "skills/game-development",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "game-development",
     "description": "Game development orchestrator. Routes to platform-specific skills based on project needs.",
     "risk": "unknown",
@@ -4742,7 +4742,7 @@
   {
     "id": "gcp-cloud-run",
     "path": "skills/gcp-cloud-run",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "gcp-cloud-run",
     "description": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...",
     "risk": "unknown",
@@ -4752,7 +4752,7 @@
   {
     "id": "gdpr-data-handling",
     "path": "skills/gdpr-data-handling",
-    "category": "uncategorized",
+    "category": "security",
     "name": "gdpr-data-handling",
     "description": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...",
     "risk": "unknown",
@@ -4762,7 +4762,7 @@
   {
     "id": "gemini-api-dev",
     "path": "skills/gemini-api-dev",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "gemini-api-dev",
     "description": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...",
     "risk": "unknown",
@@ -4772,7 +4772,7 @@
   {
     "id": "gemini-api-integration",
     "path": "skills/gemini-api-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "gemini-api-integration",
     "description": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.",
     "risk": "safe",
@@ -4782,7 +4782,7 @@
   {
     "id": "geo-fundamentals",
     "path": "skills/geo-fundamentals",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "geo-fundamentals",
     "description": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).",
     "risk": "unknown",
@@ -4792,7 +4792,7 @@
   {
     "id": "git-advanced-workflows",
     "path": "skills/git-advanced-workflows",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-advanced-workflows",
     "description": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...",
     "risk": "unknown",
@@ -4802,7 +4802,7 @@
   {
     "id": "git-pr-workflows-git-workflow",
     "path": "skills/git-pr-workflows-git-workflow",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pr-workflows-git-workflow",
     "description": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g",
     "risk": "unknown",
@@ -4812,7 +4812,7 @@
   {
     "id": "git-pr-workflows-onboard",
     "path": "skills/git-pr-workflows-onboard",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "git-pr-workflows-onboard",
     "description": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You",
     "risk": "unknown",
@@ -4822,7 +4822,7 @@
   {
     "id": "git-pr-workflows-pr-enhance",
     "path": "skills/git-pr-workflows-pr-enhance",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pr-workflows-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu",
     "risk": "unknown",
@@ -4832,7 +4832,7 @@
   {
     "id": "git-pushing",
     "path": "skills/git-pushing",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pushing",
     "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...",
     "risk": "unknown",
@@ -4842,7 +4842,7 @@
   {
     "id": "github-actions-templates",
     "path": "skills/github-actions-templates",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "github-actions-templates",
     "description": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...",
     "risk": "unknown",
@@ -4852,7 +4852,7 @@
   {
     "id": "github-automation",
     "path": "skills/github-automation",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "github-automation",
     "description": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.",
     "risk": "unknown",
@@ -4862,7 +4862,7 @@
   {
     "id": "github-issue-creator",
     "path": "skills/github-issue-creator",
-    "category": "uncategorized",
+    "category": "content",
     "name": "github-issue-creator",
     "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...",
     "risk": "unknown",
@@ -4872,7 +4872,7 @@
   {
     "id": "github-workflow-automation",
     "path": "skills/github-workflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "github-workflow-automation",
     "description": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...",
     "risk": "unknown",
@@ -4882,7 +4882,7 @@
   {
     "id": "gitlab-automation",
     "path": "skills/gitlab-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "gitlab-automation",
     "description": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4892,7 +4892,7 @@
   {
     "id": "gitlab-ci-patterns",
     "path": "skills/gitlab-ci-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "gitlab-ci-patterns",
     "description": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...",
     "risk": "unknown",
@@ -4902,7 +4902,7 @@
   {
     "id": "gitops-workflow",
     "path": "skills/gitops-workflow",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "gitops-workflow",
     "description": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...",
     "risk": "unknown",
@@ -4912,7 +4912,7 @@
   {
     "id": "gmail-automation",
     "path": "skills/gmail-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "gmail-automation",
     "description": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4922,7 +4922,7 @@
   {
     "id": "go-concurrency-patterns",
     "path": "skills/go-concurrency-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "go-concurrency-patterns",
     "description": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.",
     "risk": "unknown",
@@ -4932,7 +4932,7 @@
   {
     "id": "go-playwright",
     "path": "skills/go-playwright",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "go-playwright",
     "description": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.",
     "risk": "safe",
@@ -4942,7 +4942,7 @@
   {
     "id": "go-rod-master",
     "path": "skills/go-rod-master",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "go-rod-master",
     "description": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.",
     "risk": "safe",
@@ -4952,7 +4952,7 @@
   {
     "id": "godot-4-migration",
     "path": "skills/godot-4-migration",
-    "category": "uncategorized",
+    "category": "database",
     "name": "godot-4-migration",
     "description": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.",
     "risk": "safe",
@@ -4962,7 +4962,7 @@
   {
     "id": "godot-gdscript-patterns",
     "path": "skills/godot-gdscript-patterns",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "godot-gdscript-patterns",
     "description": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.",
     "risk": "unknown",
@@ -4972,7 +4972,7 @@
   {
     "id": "golang-pro",
     "path": "skills/golang-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "golang-pro",
     "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.",
     "risk": "unknown",
@@ -4982,7 +4982,7 @@
   {
     "id": "google-analytics-automation",
     "path": "skills/google-analytics-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-analytics-automation",
     "description": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4992,7 +4992,7 @@
   {
     "id": "google-calendar-automation",
     "path": "skills/google-calendar-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-calendar-automation",
     "description": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...",
     "risk": "unknown",
@@ -5002,7 +5002,7 @@
   {
     "id": "google-drive-automation",
     "path": "skills/google-drive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-drive-automation",
     "description": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...",
     "risk": "unknown",
@@ -5012,7 +5012,7 @@
   {
     "id": "googlesheets-automation",
     "path": "skills/googlesheets-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "googlesheets-automation",
     "description": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.",
     "risk": "unknown",
@@ -5022,7 +5022,7 @@
   {
     "id": "grafana-dashboards",
     "path": "skills/grafana-dashboards",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "grafana-dashboards",
     "description": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...",
     "risk": "unknown",
@@ -5032,7 +5032,7 @@
   {
     "id": "graphql",
     "path": "skills/graphql",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "graphql",
     "description": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...",
     "risk": "unknown",
@@ -5042,7 +5042,7 @@
   {
     "id": "graphql-architect",
     "path": "skills/graphql-architect",
-    "category": "uncategorized",
+    "category": "database",
     "name": "graphql-architect",
     "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.",
     "risk": "unknown",
@@ -5052,7 +5052,7 @@
   {
     "id": "grpc-golang",
     "path": "skills/grpc-golang",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "grpc-golang",
     "description": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.",
     "risk": "safe",
@@ -5072,7 +5072,7 @@
   {
     "id": "helm-chart-scaffolding",
     "path": "skills/helm-chart-scaffolding",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "helm-chart-scaffolding",
     "description": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...",
     "risk": "unknown",
@@ -5082,7 +5082,7 @@
   {
     "id": "helpdesk-automation",
     "path": "skills/helpdesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "helpdesk-automation",
     "description": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5102,7 +5102,7 @@
   {
     "id": "hig-components-content",
     "path": "skills/hig-components-content",
-    "category": "uncategorized",
+    "category": "content",
     "name": "hig-components-content",
     "description": "Apple Human Interface Guidelines for content display components.",
     "risk": "unknown",
@@ -5112,7 +5112,7 @@
   {
     "id": "hig-components-controls",
     "path": "skills/hig-components-controls",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-controls",
     "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...",
     "risk": "unknown",
@@ -5122,7 +5122,7 @@
   {
     "id": "hig-components-dialogs",
     "path": "skills/hig-components-dialogs",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-dialogs",
     "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.",
     "risk": "unknown",
@@ -5132,7 +5132,7 @@
   {
     "id": "hig-components-layout",
     "path": "skills/hig-components-layout",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-layout",
     "description": "Apple Human Interface Guidelines for layout and navigation components.",
     "risk": "unknown",
@@ -5142,7 +5142,7 @@
   {
     "id": "hig-components-menus",
     "path": "skills/hig-components-menus",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-menus",
     "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...",
     "risk": "unknown",
@@ -5152,7 +5152,7 @@
   {
     "id": "hig-components-search",
     "path": "skills/hig-components-search",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-search",
     "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.",
     "risk": "unknown",
@@ -5162,7 +5162,7 @@
   {
     "id": "hig-components-status",
     "path": "skills/hig-components-status",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-status",
     "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.",
     "risk": "unknown",
@@ -5172,7 +5172,7 @@
   {
     "id": "hig-components-system",
     "path": "skills/hig-components-system",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-components-system",
     "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.",
     "risk": "unknown",
@@ -5182,7 +5182,7 @@
   {
     "id": "hig-foundations",
     "path": "skills/hig-foundations",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-foundations",
     "description": "Apple Human Interface Guidelines design foundations.",
     "risk": "unknown",
@@ -5192,7 +5192,7 @@
   {
     "id": "hig-inputs",
     "path": "skills/hig-inputs",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "hig-inputs",
     "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...",
     "risk": "unknown",
@@ -5202,7 +5202,7 @@
   {
     "id": "hig-patterns",
     "path": "skills/hig-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-patterns",
     "description": "Apple Human Interface Guidelines interaction and UX patterns.",
     "risk": "unknown",
@@ -5212,7 +5212,7 @@
   {
     "id": "hig-platforms",
     "path": "skills/hig-platforms",
-    "category": "uncategorized",
+    "category": "database",
     "name": "hig-platforms",
     "description": "Apple Human Interface Guidelines for platform-specific design.",
     "risk": "unknown",
@@ -5222,7 +5222,7 @@
   {
     "id": "hig-project-context",
     "path": "skills/hig-project-context",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hig-project-context",
     "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.",
     "risk": "unknown",
@@ -5232,7 +5232,7 @@
   {
     "id": "hig-technologies",
     "path": "skills/hig-technologies",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hig-technologies",
     "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...",
     "risk": "unknown",
@@ -5242,7 +5242,7 @@
   {
     "id": "hosted-agents-v2-py",
     "path": "skills/hosted-agents-v2-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "hosted-agents-v2-py",
     "description": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.",
     "risk": "unknown",
@@ -5252,7 +5252,7 @@
   {
     "id": "hr-pro",
     "path": "skills/hr-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "hr-pro",
     "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.",
     "risk": "unknown",
@@ -5262,7 +5262,7 @@
   {
     "id": "html-injection-testing",
     "path": "skills/html-injection-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "html-injection-testing",
     "description": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...",
     "risk": "unknown",
@@ -5272,7 +5272,7 @@
   {
     "id": "hubspot-automation",
     "path": "skills/hubspot-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "hubspot-automation",
     "description": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.",
     "risk": "unknown",
@@ -5282,7 +5282,7 @@
   {
     "id": "hubspot-integration",
     "path": "skills/hubspot-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hubspot-integration",
     "description": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...",
     "risk": "unknown",
@@ -5292,7 +5292,7 @@
   {
     "id": "hugging-face-cli",
     "path": "skills/hugging-face-cli",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hugging-face-cli",
     "description": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...",
     "risk": "safe",
@@ -5302,7 +5302,7 @@
   {
     "id": "hugging-face-jobs",
     "path": "skills/hugging-face-jobs",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hugging-face-jobs",
     "description": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...",
     "risk": "safe",
@@ -5312,7 +5312,7 @@
   {
     "id": "hybrid-cloud-architect",
     "path": "skills/hybrid-cloud-architect",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "hybrid-cloud-architect",
     "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).",
     "risk": "unknown",
@@ -5322,7 +5322,7 @@
   {
     "id": "hybrid-cloud-networking",
     "path": "skills/hybrid-cloud-networking",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "hybrid-cloud-networking",
     "description": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...",
     "risk": "unknown",
@@ -5332,7 +5332,7 @@
   {
     "id": "hybrid-search-implementation",
     "path": "skills/hybrid-search-implementation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hybrid-search-implementation",
     "description": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.",
     "risk": "unknown",
@@ -5352,7 +5352,7 @@
   {
     "id": "idor-testing",
     "path": "skills/idor-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "idor-testing",
     "description": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...",
     "risk": "unknown",
@@ -5362,7 +5362,7 @@
   {
     "id": "imagen",
     "path": "skills/imagen",
-    "category": "uncategorized",
+    "category": "content",
     "name": "imagen",
     "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.",
     "risk": "safe",
@@ -5382,7 +5382,7 @@
   {
     "id": "incident-responder",
     "path": "skills/incident-responder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "incident-responder",
     "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.",
     "risk": "unknown",
@@ -5402,7 +5402,7 @@
   {
     "id": "incident-response-smart-fix",
     "path": "skills/incident-response-smart-fix",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "incident-response-smart-fix",
     "description": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res",
     "risk": "unknown",
@@ -5422,7 +5422,7 @@
   {
     "id": "infinite-gratitude",
     "path": "skills/infinite-gratitude",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "infinite-gratitude",
     "description": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).",
     "risk": "safe",
@@ -5432,7 +5432,7 @@
   {
     "id": "inngest",
     "path": "skills/inngest",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "inngest",
     "description": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...",
     "risk": "unknown",
@@ -5442,7 +5442,7 @@
   {
     "id": "instagram-automation",
     "path": "skills/instagram-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "instagram-automation",
     "description": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5452,7 +5452,7 @@
   {
     "id": "interactive-portfolio",
     "path": "skills/interactive-portfolio",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "interactive-portfolio",
     "description": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...",
     "risk": "unknown",
@@ -5462,7 +5462,7 @@
   {
     "id": "intercom-automation",
     "path": "skills/intercom-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "intercom-automation",
     "description": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5472,7 +5472,7 @@
   {
     "id": "internal-comms-anthropic",
     "path": "skills/internal-comms-anthropic",
-    "category": "uncategorized",
+    "category": "database",
     "name": "internal-comms-anthropic",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5482,7 +5482,7 @@
   {
     "id": "internal-comms-community",
     "path": "skills/internal-comms-community",
-    "category": "uncategorized",
+    "category": "database",
     "name": "internal-comms-community",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5492,7 +5492,7 @@
   {
     "id": "inventory-demand-planning",
     "path": "skills/inventory-demand-planning",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "inventory-demand-planning",
     "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.",
     "risk": "safe",
@@ -5502,7 +5502,7 @@
   {
     "id": "ios-developer",
     "path": "skills/ios-developer",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "ios-developer",
     "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.",
     "risk": "unknown",
@@ -5512,7 +5512,7 @@
   {
     "id": "istio-traffic-management",
     "path": "skills/istio-traffic-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "istio-traffic-management",
     "description": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...",
     "risk": "unknown",
@@ -5522,7 +5522,7 @@
   {
     "id": "iterate-pr",
     "path": "skills/iterate-pr",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "iterate-pr",
     "description": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.",
     "risk": "safe",
@@ -5532,7 +5532,7 @@
   {
     "id": "java-pro",
     "path": "skills/java-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "java-pro",
     "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.",
     "risk": "unknown",
@@ -5542,7 +5542,7 @@
   {
     "id": "javascript-mastery",
     "path": "skills/javascript-mastery",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "javascript-mastery",
     "description": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...",
     "risk": "unknown",
@@ -5552,7 +5552,7 @@
   {
     "id": "javascript-pro",
     "path": "skills/javascript-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "javascript-pro",
     "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.",
     "risk": "unknown",
@@ -5562,7 +5562,7 @@
   {
     "id": "javascript-testing-patterns",
     "path": "skills/javascript-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "javascript-testing-patterns",
     "description": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...",
     "risk": "unknown",
@@ -5572,7 +5572,7 @@
   {
     "id": "javascript-typescript-typescript-scaffold",
     "path": "skills/javascript-typescript-typescript-scaffold",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "javascript-typescript-typescript-scaffold",
     "description": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N",
     "risk": "unknown",
@@ -5582,7 +5582,7 @@
   {
     "id": "jira-automation",
     "path": "skills/jira-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "jira-automation",
     "description": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5592,7 +5592,7 @@
   {
     "id": "julia-pro",
     "path": "skills/julia-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "julia-pro",
     "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.",
     "risk": "unknown",
@@ -5602,7 +5602,7 @@
   {
     "id": "k8s-manifest-generator",
     "path": "skills/k8s-manifest-generator",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "k8s-manifest-generator",
     "description": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...",
     "risk": "unknown",
@@ -5612,7 +5612,7 @@
   {
     "id": "k8s-security-policies",
     "path": "skills/k8s-security-policies",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "k8s-security-policies",
     "description": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...",
     "risk": "unknown",
@@ -5622,7 +5622,7 @@
   {
     "id": "kaizen",
     "path": "skills/kaizen",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "kaizen",
     "description": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.",
     "risk": "unknown",
@@ -5632,7 +5632,7 @@
   {
     "id": "klaviyo-automation",
     "path": "skills/klaviyo-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "klaviyo-automation",
     "description": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5642,7 +5642,7 @@
   {
     "id": "kotlin-coroutines-expert",
     "path": "skills/kotlin-coroutines-expert",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "kotlin-coroutines-expert",
     "description": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.",
     "risk": "safe",
@@ -5652,7 +5652,7 @@
   {
     "id": "kpi-dashboard-design",
     "path": "skills/kpi-dashboard-design",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "kpi-dashboard-design",
     "description": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...",
     "risk": "unknown",
@@ -5662,7 +5662,7 @@
   {
     "id": "kubernetes-architect",
     "path": "skills/kubernetes-architect",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "kubernetes-architect",
     "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.",
     "risk": "unknown",
@@ -5682,7 +5682,7 @@
   {
     "id": "langchain-architecture",
     "path": "skills/langchain-architecture",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langchain-architecture",
     "description": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...",
     "risk": "unknown",
@@ -5692,7 +5692,7 @@
   {
     "id": "langfuse",
     "path": "skills/langfuse",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langfuse",
     "description": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...",
     "risk": "unknown",
@@ -5702,7 +5702,7 @@
   {
     "id": "langgraph",
     "path": "skills/langgraph",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langgraph",
     "description": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...",
     "risk": "unknown",
@@ -5712,7 +5712,7 @@
   {
     "id": "laravel-expert",
     "path": "skills/laravel-expert",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "laravel-expert",
     "description": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).",
     "risk": "safe",
@@ -5722,7 +5722,7 @@
   {
     "id": "laravel-security-audit",
     "path": "skills/laravel-security-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "laravel-security-audit",
     "description": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.",
     "risk": "safe",
@@ -5732,7 +5732,7 @@
   {
     "id": "last30days",
     "path": "skills/last30days",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "last30days",
     "description": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.",
     "risk": "unknown",
@@ -5762,7 +5762,7 @@
   {
     "id": "legal-advisor",
     "path": "skills/legal-advisor",
-    "category": "uncategorized",
+    "category": "security",
     "name": "legal-advisor",
     "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.",
     "risk": "unknown",
@@ -5772,7 +5772,7 @@
   {
     "id": "lightning-architecture-review",
     "path": "skills/lightning-architecture-review",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "lightning-architecture-review",
     "description": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.",
     "risk": "unknown",
@@ -5792,7 +5792,7 @@
   {
     "id": "lightning-factory-explainer",
     "path": "skills/lightning-factory-explainer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "lightning-factory-explainer",
     "description": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol \u2014 scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.",
     "risk": "unknown",
@@ -5802,7 +5802,7 @@
   {
     "id": "linear-automation",
     "path": "skills/linear-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linear-automation",
     "description": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5822,7 +5822,7 @@
   {
     "id": "linkedin-automation",
     "path": "skills/linkedin-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linkedin-automation",
     "description": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5832,7 +5832,7 @@
   {
     "id": "linkedin-cli",
     "path": "skills/linkedin-cli",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "linkedin-cli",
     "description": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.",
     "risk": "safe",
@@ -5842,7 +5842,7 @@
   {
     "id": "linkerd-patterns",
     "path": "skills/linkerd-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "linkerd-patterns",
     "description": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...",
     "risk": "unknown",
@@ -5852,7 +5852,7 @@
   {
     "id": "lint-and-validate",
     "path": "skills/lint-and-validate",
-    "category": "uncategorized",
+    "category": "database",
     "name": "lint-and-validate",
     "description": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...",
     "risk": "unknown",
@@ -5862,7 +5862,7 @@
   {
     "id": "linux-privilege-escalation",
     "path": "skills/linux-privilege-escalation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "linux-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...",
     "risk": "unknown",
@@ -5872,7 +5872,7 @@
   {
     "id": "linux-shell-scripting",
     "path": "skills/linux-shell-scripting",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linux-shell-scripting",
     "description": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...",
     "risk": "unknown",
@@ -5892,7 +5892,7 @@
   {
     "id": "llm-app-patterns",
     "path": "skills/llm-app-patterns",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-app-patterns",
     "description": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...",
     "risk": "unknown",
@@ -5902,7 +5902,7 @@
   {
     "id": "llm-application-dev-ai-assistant",
     "path": "skills/llm-application-dev-ai-assistant",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-ai-assistant",
     "description": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur",
     "risk": "unknown",
@@ -5912,7 +5912,7 @@
   {
     "id": "llm-application-dev-langchain-agent",
     "path": "skills/llm-application-dev-langchain-agent",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-langchain-agent",
     "description": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.",
     "risk": "unknown",
@@ -5922,7 +5922,7 @@
   {
     "id": "llm-application-dev-prompt-optimize",
     "path": "skills/llm-application-dev-prompt-optimize",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-prompt-optimize",
     "description": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati",
     "risk": "unknown",
@@ -5932,7 +5932,7 @@
   {
     "id": "llm-evaluation",
     "path": "skills/llm-evaluation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-evaluation",
     "description": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...",
     "risk": "unknown",
@@ -5942,7 +5942,7 @@
   {
     "id": "llm-prompt-optimizer",
     "path": "skills/llm-prompt-optimizer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-prompt-optimizer",
     "description": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.",
     "risk": "safe",
@@ -5952,7 +5952,7 @@
   {
     "id": "local-legal-seo-audit",
     "path": "skills/local-legal-seo-audit",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "local-legal-seo-audit",
     "description": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.",
     "risk": "safe",
@@ -5962,7 +5962,7 @@
   {
     "id": "logistics-exception-management",
     "path": "skills/logistics-exception-management",
-    "category": "uncategorized",
+    "category": "database",
     "name": "logistics-exception-management",
     "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.",
     "risk": "safe",
@@ -5972,7 +5972,7 @@
   {
     "id": "loki-mode",
     "path": "skills/loki-mode",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "loki-mode",
     "description": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...",
     "risk": "unknown",
@@ -5982,7 +5982,7 @@
   {
     "id": "m365-agents-dotnet",
     "path": "skills/m365-agents-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "m365-agents-dotnet",
     "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.",
     "risk": "unknown",
@@ -5992,7 +5992,7 @@
   {
     "id": "m365-agents-py",
     "path": "skills/m365-agents-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "m365-agents-py",
     "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.",
     "risk": "unknown",
@@ -6002,7 +6002,7 @@
   {
     "id": "m365-agents-ts",
     "path": "skills/m365-agents-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "m365-agents-ts",
     "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.",
     "risk": "unknown",
@@ -6012,7 +6012,7 @@
   {
     "id": "machine-learning-ops-ml-pipeline",
     "path": "skills/machine-learning-ops-ml-pipeline",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "machine-learning-ops-ml-pipeline",
     "description": "Design and implement a complete ML pipeline for: $ARGUMENTS",
     "risk": "unknown",
@@ -6022,7 +6022,7 @@
   {
     "id": "mailchimp-automation",
     "path": "skills/mailchimp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "mailchimp-automation",
     "description": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6032,7 +6032,7 @@
   {
     "id": "make-automation",
     "path": "skills/make-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "make-automation",
     "description": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6042,7 +6042,7 @@
   {
     "id": "makepad-skills",
     "path": "skills/makepad-skills",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "makepad-skills",
     "description": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.",
     "risk": "safe",
@@ -6062,7 +6062,7 @@
   {
     "id": "manifest",
     "path": "skills/manifest",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "manifest",
     "description": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.",
     "risk": "unknown",
@@ -6072,7 +6072,7 @@
   {
     "id": "market-sizing-analysis",
     "path": "skills/market-sizing-analysis",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "market-sizing-analysis",
     "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...",
     "risk": "unknown",
@@ -6092,7 +6092,7 @@
   {
     "id": "marketing-psychology",
     "path": "skills/marketing-psychology",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "marketing-psychology",
     "description": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.",
     "risk": "unknown",
@@ -6102,7 +6102,7 @@
   {
     "id": "mcp-builder",
     "path": "skills/mcp-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "mcp-builder",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6112,7 +6112,7 @@
   {
     "id": "mcp-builder-ms",
     "path": "skills/mcp-builder-ms",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "mcp-builder-ms",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6132,7 +6132,7 @@
   {
     "id": "memory-safety-patterns",
     "path": "skills/memory-safety-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "memory-safety-patterns",
     "description": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...",
     "risk": "unknown",
@@ -6152,7 +6152,7 @@
   {
     "id": "mermaid-expert",
     "path": "skills/mermaid-expert",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "mermaid-expert",
     "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.",
     "risk": "unknown",
@@ -6162,7 +6162,7 @@
   {
     "id": "metasploit-framework",
     "path": "skills/metasploit-framework",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "metasploit-framework",
     "description": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...",
     "risk": "unknown",
@@ -6172,7 +6172,7 @@
   {
     "id": "micro-saas-launcher",
     "path": "skills/micro-saas-launcher",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "micro-saas-launcher",
     "description": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...",
     "risk": "unknown",
@@ -6182,7 +6182,7 @@
   {
     "id": "microservices-patterns",
     "path": "skills/microservices-patterns",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "microservices-patterns",
     "description": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...",
     "risk": "unknown",
@@ -6192,7 +6192,7 @@
   {
     "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.",
     "risk": "unknown",
@@ -6202,7 +6202,7 @@
   {
     "id": "microsoft-teams-automation",
     "path": "skills/microsoft-teams-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "microsoft-teams-automation",
     "description": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6212,7 +6212,7 @@
   {
     "id": "minecraft-bukkit-pro",
     "path": "skills/minecraft-bukkit-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "minecraft-bukkit-pro",
     "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.",
     "risk": "unknown",
@@ -6222,7 +6222,7 @@
   {
     "id": "miro-automation",
     "path": "skills/miro-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "miro-automation",
     "description": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6232,7 +6232,7 @@
   {
     "id": "mixpanel-automation",
     "path": "skills/mixpanel-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "mixpanel-automation",
     "description": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6242,7 +6242,7 @@
   {
     "id": "ml-engineer",
     "path": "skills/ml-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ml-engineer",
     "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.",
     "risk": "unknown",
@@ -6252,7 +6252,7 @@
   {
     "id": "ml-pipeline-workflow",
     "path": "skills/ml-pipeline-workflow",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ml-pipeline-workflow",
     "description": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...",
     "risk": "unknown",
@@ -6262,7 +6262,7 @@
   {
     "id": "mlops-engineer",
     "path": "skills/mlops-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "mlops-engineer",
     "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.",
     "risk": "unknown",
@@ -6272,7 +6272,7 @@
   {
     "id": "mobile-design",
     "path": "skills/mobile-design",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "mobile-design",
     "description": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...",
     "risk": "unknown",
@@ -6282,7 +6282,7 @@
   {
     "id": "mobile-developer",
     "path": "skills/mobile-developer",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "mobile-developer",
     "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.",
     "risk": "unknown",
@@ -6292,7 +6292,7 @@
   {
     "id": "mobile-games",
     "path": "skills/game-development/mobile-games",
-    "category": "game-development",
+    "category": "mobile",
     "name": "mobile-games",
     "description": "Mobile game development principles. Touch input, battery, performance, app stores.",
     "risk": "unknown",
@@ -6302,7 +6302,7 @@
   {
     "id": "mobile-security-coder",
     "path": "skills/mobile-security-coder",
-    "category": "uncategorized",
+    "category": "security",
     "name": "mobile-security-coder",
     "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.",
     "risk": "unknown",
@@ -6312,7 +6312,7 @@
   {
     "id": "modern-javascript-patterns",
     "path": "skills/modern-javascript-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "modern-javascript-patterns",
     "description": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...",
     "risk": "unknown",
@@ -6322,7 +6322,7 @@
   {
     "id": "monday-automation",
     "path": "skills/monday-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "monday-automation",
     "description": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6352,7 +6352,7 @@
   {
     "id": "moodle-external-api-development",
     "path": "skills/moodle-external-api-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "moodle-external-api-development",
     "description": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...",
     "risk": "unknown",
@@ -6362,7 +6362,7 @@
   {
     "id": "mtls-configuration",
     "path": "skills/mtls-configuration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "mtls-configuration",
     "description": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.",
     "risk": "unknown",
@@ -6372,7 +6372,7 @@
   {
     "id": "multi-agent-brainstorming",
     "path": "skills/multi-agent-brainstorming",
-    "category": "uncategorized",
+    "category": "database",
     "name": "multi-agent-brainstorming",
     "description": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.",
     "risk": "unknown",
@@ -6392,7 +6392,7 @@
   {
     "id": "multi-cloud-architecture",
     "path": "skills/multi-cloud-architecture",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "multi-cloud-architecture",
     "description": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...",
     "risk": "unknown",
@@ -6402,7 +6402,7 @@
   {
     "id": "multi-platform-apps-multi-platform",
     "path": "skills/multi-platform-apps-multi-platform",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "multi-platform-apps-multi-platform",
     "description": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.",
     "risk": "unknown",
@@ -6422,7 +6422,7 @@
   {
     "id": "n8n-code-python",
     "path": "skills/n8n-code-python",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "n8n-code-python",
     "description": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.",
     "risk": "safe",
@@ -6432,7 +6432,7 @@
   {
     "id": "n8n-mcp-tools-expert",
     "path": "skills/n8n-mcp-tools-expert",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "n8n-mcp-tools-expert",
     "description": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...",
     "risk": "safe",
@@ -6442,7 +6442,7 @@
   {
     "id": "n8n-node-configuration",
     "path": "skills/n8n-node-configuration",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "n8n-node-configuration",
     "description": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...",
     "risk": "safe",
@@ -6452,7 +6452,7 @@
   {
     "id": "nanobanana-ppt-skills",
     "path": "skills/nanobanana-ppt-skills",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "nanobanana-ppt-skills",
     "description": "AI-powered PPT generation with document analysis and styled images",
     "risk": "safe",
@@ -6462,7 +6462,7 @@
   {
     "id": "neon-postgres",
     "path": "skills/neon-postgres",
-    "category": "uncategorized",
+    "category": "database",
     "name": "neon-postgres",
     "description": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...",
     "risk": "unknown",
@@ -6472,7 +6472,7 @@
   {
     "id": "nerdzao-elite",
     "path": "skills/nerdzao-elite",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "nerdzao-elite",
     "description": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.",
     "risk": "safe",
@@ -6482,7 +6482,7 @@
   {
     "id": "nerdzao-elite-gemini-high",
     "path": "skills/nerdzao-elite-gemini-high",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "nerdzao-elite-gemini-high",
     "description": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade m\u00e1xima e efici\u00eancia de tokens.",
     "risk": "safe",
@@ -6502,7 +6502,7 @@
   {
     "id": "network-101",
     "path": "skills/network-101",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "network-101",
     "description": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...",
     "risk": "unknown",
@@ -6512,7 +6512,7 @@
   {
     "id": "network-engineer",
     "path": "skills/network-engineer",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "network-engineer",
     "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.",
     "risk": "unknown",
@@ -6522,7 +6522,7 @@
   {
     "id": "nextjs-app-router-patterns",
     "path": "skills/nextjs-app-router-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "nextjs-app-router-patterns",
     "description": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...",
     "risk": "unknown",
@@ -6532,7 +6532,7 @@
   {
     "id": "nextjs-best-practices",
     "path": "skills/nextjs-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "nextjs-best-practices",
     "description": "Next.js App Router principles. Server Components, data fetching, routing patterns.",
     "risk": "unknown",
@@ -6542,7 +6542,7 @@
   {
     "id": "nextjs-supabase-auth",
     "path": "skills/nextjs-supabase-auth",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nextjs-supabase-auth",
     "description": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.",
     "risk": "unknown",
@@ -6552,7 +6552,7 @@
   {
     "id": "nft-standards",
     "path": "skills/nft-standards",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "nft-standards",
     "description": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...",
     "risk": "unknown",
@@ -6562,7 +6562,7 @@
   {
     "id": "nodejs-backend-patterns",
     "path": "skills/nodejs-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nodejs-backend-patterns",
     "description": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...",
     "risk": "unknown",
@@ -6572,7 +6572,7 @@
   {
     "id": "nodejs-best-practices",
     "path": "skills/nodejs-best-practices",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nodejs-best-practices",
     "description": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -6582,7 +6582,7 @@
   {
     "id": "nosql-expert",
     "path": "skills/nosql-expert",
-    "category": "uncategorized",
+    "category": "database",
     "name": "nosql-expert",
     "description": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.",
     "risk": "unknown",
@@ -6592,7 +6592,7 @@
   {
     "id": "notebooklm",
     "path": "skills/notebooklm",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "notebooklm",
     "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....",
     "risk": "unknown",
@@ -6602,7 +6602,7 @@
   {
     "id": "notion-automation",
     "path": "skills/notion-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "notion-automation",
     "description": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6612,7 +6612,7 @@
   {
     "id": "notion-template-business",
     "path": "skills/notion-template-business",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "notion-template-business",
     "description": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...",
     "risk": "unknown",
@@ -6632,7 +6632,7 @@
   {
     "id": "observability-engineer",
     "path": "skills/observability-engineer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-engineer",
     "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.",
     "risk": "unknown",
@@ -6642,7 +6642,7 @@
   {
     "id": "observability-monitoring-monitor-setup",
     "path": "skills/observability-monitoring-monitor-setup",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-monitoring-monitor-setup",
     "description": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da",
     "risk": "unknown",
@@ -6652,7 +6652,7 @@
   {
     "id": "observability-monitoring-slo-implement",
     "path": "skills/observability-monitoring-slo-implement",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-monitoring-slo-implement",
     "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...",
     "risk": "unknown",
@@ -6662,7 +6662,7 @@
   {
     "id": "observe-whatsapp",
     "path": "skills/observe-whatsapp",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "observe-whatsapp",
     "description": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...",
     "risk": "safe",
@@ -6672,7 +6672,7 @@
   {
     "id": "obsidian-clipper-template-creator",
     "path": "skills/obsidian-clipper-template-creator",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "obsidian-clipper-template-creator",
     "description": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.",
     "risk": "unknown",
@@ -6692,7 +6692,7 @@
   {
     "id": "on-call-handoff-patterns",
     "path": "skills/on-call-handoff-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "on-call-handoff-patterns",
     "description": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...",
     "risk": "unknown",
@@ -6712,7 +6712,7 @@
   {
     "id": "one-drive-automation",
     "path": "skills/one-drive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "one-drive-automation",
     "description": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6722,7 +6722,7 @@
   {
     "id": "openapi-spec-generation",
     "path": "skills/openapi-spec-generation",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "openapi-spec-generation",
     "description": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.",
     "risk": "unknown",
@@ -6752,7 +6752,7 @@
   {
     "id": "outlook-automation",
     "path": "skills/outlook-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "outlook-automation",
     "description": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6762,7 +6762,7 @@
   {
     "id": "outlook-calendar-automation",
     "path": "skills/outlook-calendar-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "outlook-calendar-automation",
     "description": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6772,7 +6772,7 @@
   {
     "id": "page-cro",
     "path": "skills/page-cro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "page-cro",
     "description": "Analyze and optimize individual pages for conversion performance.",
     "risk": "unknown",
@@ -6782,7 +6782,7 @@
   {
     "id": "pagerduty-automation",
     "path": "skills/pagerduty-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "pagerduty-automation",
     "description": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6792,7 +6792,7 @@
   {
     "id": "paid-ads",
     "path": "skills/paid-ads",
-    "category": "uncategorized",
+    "category": "content",
     "name": "paid-ads",
     "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...",
     "risk": "unknown",
@@ -6802,7 +6802,7 @@
   {
     "id": "parallel-agents",
     "path": "skills/parallel-agents",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "parallel-agents",
     "description": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.",
     "risk": "unknown",
@@ -6812,7 +6812,7 @@
   {
     "id": "payment-integration",
     "path": "skills/payment-integration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "payment-integration",
     "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.",
     "risk": "unknown",
@@ -6822,7 +6822,7 @@
   {
     "id": "paypal-integration",
     "path": "skills/paypal-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "paypal-integration",
     "description": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...",
     "risk": "unknown",
@@ -6832,7 +6832,7 @@
   {
     "id": "paywall-upgrade-cro",
     "path": "skills/paywall-upgrade-cro",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "paywall-upgrade-cro",
     "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...",
     "risk": "unknown",
@@ -6852,7 +6852,7 @@
   {
     "id": "pci-compliance",
     "path": "skills/pci-compliance",
-    "category": "uncategorized",
+    "category": "security",
     "name": "pci-compliance",
     "description": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...",
     "risk": "unknown",
@@ -6862,7 +6862,7 @@
   {
     "id": "pdf-official",
     "path": "skills/pdf-official",
-    "category": "uncategorized",
+    "category": "database",
     "name": "pdf-official",
     "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...",
     "risk": "unknown",
@@ -6872,7 +6872,7 @@
   {
     "id": "pentest-checklist",
     "path": "skills/pentest-checklist",
-    "category": "uncategorized",
+    "category": "security",
     "name": "pentest-checklist",
     "description": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...",
     "risk": "unknown",
@@ -6882,7 +6882,7 @@
   {
     "id": "pentest-commands",
     "path": "skills/pentest-commands",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "pentest-commands",
     "description": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...",
     "risk": "unknown",
@@ -6892,7 +6892,7 @@
   {
     "id": "performance-engineer",
     "path": "skills/performance-engineer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "performance-engineer",
     "description": "Expert performance engineer specializing in modern observability,",
     "risk": "unknown",
@@ -6902,7 +6902,7 @@
   {
     "id": "performance-profiling",
     "path": "skills/performance-profiling",
-    "category": "uncategorized",
+    "category": "database",
     "name": "performance-profiling",
     "description": "Performance profiling principles. Measurement, analysis, and optimization techniques.",
     "risk": "unknown",
@@ -6912,7 +6912,7 @@
   {
     "id": "performance-testing-review-ai-review",
     "path": "skills/performance-testing-review-ai-review",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "performance-testing-review-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -6922,7 +6922,7 @@
   {
     "id": "performance-testing-review-multi-agent-review",
     "path": "skills/performance-testing-review-multi-agent-review",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "performance-testing-review-multi-agent-review",
     "description": "Use when working with performance testing review multi agent review",
     "risk": "unknown",
@@ -6942,7 +6942,7 @@
   {
     "id": "php-pro",
     "path": "skills/php-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "php-pro",
     "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n",
     "risk": "unknown",
@@ -6952,7 +6952,7 @@
   {
     "id": "pipedrive-automation",
     "path": "skills/pipedrive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "pipedrive-automation",
     "description": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6962,7 +6962,7 @@
   {
     "id": "plaid-fintech",
     "path": "skills/plaid-fintech",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "plaid-fintech",
     "description": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...",
     "risk": "unknown",
@@ -6972,7 +6972,7 @@
   {
     "id": "plan-writing",
     "path": "skills/plan-writing",
-    "category": "uncategorized",
+    "category": "content",
     "name": "plan-writing",
     "description": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.",
     "risk": "unknown",
@@ -6982,7 +6982,7 @@
   {
     "id": "planning-with-files",
     "path": "skills/planning-with-files",
-    "category": "uncategorized",
+    "category": "content",
     "name": "planning-with-files",
     "description": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...",
     "risk": "unknown",
@@ -6992,7 +6992,7 @@
   {
     "id": "playwright-skill",
     "path": "skills/playwright-skill",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "playwright-skill",
     "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...",
     "risk": "unknown",
@@ -7002,7 +7002,7 @@
   {
     "id": "podcast-generation",
     "path": "skills/podcast-generation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "podcast-generation",
     "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...",
     "risk": "unknown",
@@ -7012,7 +7012,7 @@
   {
     "id": "popup-cro",
     "path": "skills/popup-cro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "popup-cro",
     "description": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.",
     "risk": "unknown",
@@ -7022,7 +7022,7 @@
   {
     "id": "posix-shell-pro",
     "path": "skills/posix-shell-pro",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "posix-shell-pro",
     "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).",
     "risk": "unknown",
@@ -7032,7 +7032,7 @@
   {
     "id": "postgres-best-practices",
     "path": "skills/postgres-best-practices",
-    "category": "uncategorized",
+    "category": "database",
     "name": "postgres-best-practices",
     "description": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",
     "risk": "unknown",
@@ -7042,7 +7042,7 @@
   {
     "id": "postgresql",
     "path": "skills/postgresql",
-    "category": "uncategorized",
+    "category": "database",
     "name": "postgresql",
     "description": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features",
     "risk": "unknown",
@@ -7062,7 +7062,7 @@
   {
     "id": "posthog-automation",
     "path": "skills/posthog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "posthog-automation",
     "description": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7072,7 +7072,7 @@
   {
     "id": "postmark-automation",
     "path": "skills/postmark-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "postmark-automation",
     "description": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7082,7 +7082,7 @@
   {
     "id": "postmortem-writing",
     "path": "skills/postmortem-writing",
-    "category": "uncategorized",
+    "category": "content",
     "name": "postmortem-writing",
     "description": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...",
     "risk": "unknown",
@@ -7102,7 +7102,7 @@
   {
     "id": "pptx-official",
     "path": "skills/pptx-official",
-    "category": "uncategorized",
+    "category": "content",
     "name": "pptx-official",
     "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...",
     "risk": "unknown",
@@ -7122,7 +7122,7 @@
   {
     "id": "prisma-expert",
     "path": "skills/prisma-expert",
-    "category": "uncategorized",
+    "category": "database",
     "name": "prisma-expert",
     "description": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...",
     "risk": "unknown",
@@ -7152,7 +7152,7 @@
   {
     "id": "production-code-audit",
     "path": "skills/production-code-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "production-code-audit",
     "description": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations",
     "risk": "unknown",
@@ -7182,7 +7182,7 @@
   {
     "id": "programmatic-seo",
     "path": "skills/programmatic-seo",
-    "category": "uncategorized",
+    "category": "content",
     "name": "programmatic-seo",
     "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.",
     "risk": "unknown",
@@ -7192,7 +7192,7 @@
   {
     "id": "projection-patterns",
     "path": "skills/projection-patterns",
-    "category": "uncategorized",
+    "category": "database",
     "name": "projection-patterns",
     "description": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.",
     "risk": "unknown",
@@ -7202,7 +7202,7 @@
   {
     "id": "prometheus-configuration",
     "path": "skills/prometheus-configuration",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "prometheus-configuration",
     "description": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...",
     "risk": "unknown",
@@ -7212,7 +7212,7 @@
   {
     "id": "prompt-caching",
     "path": "skills/prompt-caching",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "prompt-caching",
     "description": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...",
     "risk": "unknown",
@@ -7242,7 +7242,7 @@
   {
     "id": "prompt-engineering-patterns",
     "path": "skills/prompt-engineering-patterns",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "prompt-engineering-patterns",
     "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...",
     "risk": "unknown",
@@ -7262,7 +7262,7 @@
   {
     "id": "protocol-reverse-engineering",
     "path": "skills/protocol-reverse-engineering",
-    "category": "uncategorized",
+    "category": "content",
     "name": "protocol-reverse-engineering",
     "description": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...",
     "risk": "unknown",
@@ -7272,7 +7272,7 @@
   {
     "id": "pydantic-models-py",
     "path": "skills/pydantic-models-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "pydantic-models-py",
     "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...",
     "risk": "unknown",
@@ -7282,7 +7282,7 @@
   {
     "id": "pypict-skill",
     "path": "skills/pypict-skill",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "pypict-skill",
     "description": "Pairwise test generation",
     "risk": "safe",
@@ -7292,7 +7292,7 @@
   {
     "id": "python-development-python-scaffold",
     "path": "skills/python-development-python-scaffold",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-development-python-scaffold",
     "description": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint",
     "risk": "unknown",
@@ -7312,7 +7312,7 @@
   {
     "id": "python-packaging",
     "path": "skills/python-packaging",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-packaging",
     "description": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...",
     "risk": "unknown",
@@ -7322,7 +7322,7 @@
   {
     "id": "python-patterns",
     "path": "skills/python-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-patterns",
     "description": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -7332,7 +7332,7 @@
   {
     "id": "python-performance-optimization",
     "path": "skills/python-performance-optimization",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-performance-optimization",
     "description": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.",
     "risk": "unknown",
@@ -7342,7 +7342,7 @@
   {
     "id": "python-pro",
     "path": "skills/python-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-pro",
     "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.",
     "risk": "unknown",
@@ -7352,7 +7352,7 @@
   {
     "id": "python-testing-patterns",
     "path": "skills/python-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "python-testing-patterns",
     "description": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.",
     "risk": "unknown",
@@ -7362,7 +7362,7 @@
   {
     "id": "quality-nonconformance",
     "path": "skills/quality-nonconformance",
-    "category": "uncategorized",
+    "category": "database",
     "name": "quality-nonconformance",
     "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.",
     "risk": "safe",
@@ -7372,7 +7372,7 @@
   {
     "id": "quant-analyst",
     "path": "skills/quant-analyst",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "quant-analyst",
     "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.",
     "risk": "unknown",
@@ -7382,7 +7382,7 @@
   {
     "id": "radix-ui-design-system",
     "path": "skills/radix-ui-design-system",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "radix-ui-design-system",
     "description": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.",
     "risk": "safe",
@@ -7392,7 +7392,7 @@
   {
     "id": "rag-engineer",
     "path": "skills/rag-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "rag-engineer",
     "description": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...",
     "risk": "unknown",
@@ -7412,7 +7412,7 @@
   {
     "id": "react-best-practices",
     "path": "skills/react-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-best-practices",
     "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...",
     "risk": "unknown",
@@ -7422,7 +7422,7 @@
   {
     "id": "react-flow-architect",
     "path": "skills/react-flow-architect",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-flow-architect",
     "description": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...",
     "risk": "unknown",
@@ -7432,7 +7432,7 @@
   {
     "id": "react-flow-node-ts",
     "path": "skills/react-flow-node-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-flow-node-ts",
     "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...",
     "risk": "unknown",
@@ -7442,7 +7442,7 @@
   {
     "id": "react-modernization",
     "path": "skills/react-modernization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-modernization",
     "description": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...",
     "risk": "unknown",
@@ -7452,7 +7452,7 @@
   {
     "id": "react-native-architecture",
     "path": "skills/react-native-architecture",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "react-native-architecture",
     "description": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...",
     "risk": "unknown",
@@ -7472,7 +7472,7 @@
   {
     "id": "react-patterns",
     "path": "skills/react-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-patterns",
     "description": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.",
     "risk": "unknown",
@@ -7482,7 +7482,7 @@
   {
     "id": "react-state-management",
     "path": "skills/react-state-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-state-management",
     "description": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.",
     "risk": "unknown",
@@ -7492,7 +7492,7 @@
   {
     "id": "react-ui-patterns",
     "path": "skills/react-ui-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-ui-patterns",
     "description": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.",
     "risk": "unknown",
@@ -7502,7 +7502,7 @@
   {
     "id": "readme",
     "path": "skills/readme",
-    "category": "uncategorized",
+    "category": "content",
     "name": "readme",
     "description": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...",
     "risk": "safe",
@@ -7512,7 +7512,7 @@
   {
     "id": "receiving-code-review",
     "path": "skills/receiving-code-review",
-    "category": "uncategorized",
+    "category": "database",
     "name": "receiving-code-review",
     "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...",
     "risk": "unknown",
@@ -7532,7 +7532,7 @@
   {
     "id": "red-team-tools",
     "path": "skills/red-team-tools",
-    "category": "uncategorized",
+    "category": "database",
     "name": "red-team-tools",
     "description": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...",
     "risk": "unknown",
@@ -7542,7 +7542,7 @@
   {
     "id": "reddit-automation",
     "path": "skills/reddit-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "reddit-automation",
     "description": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7552,7 +7552,7 @@
   {
     "id": "reference-builder",
     "path": "skills/reference-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "reference-builder",
     "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.",
     "risk": "unknown",
@@ -7562,7 +7562,7 @@
   {
     "id": "referral-program",
     "path": "skills/referral-program",
-    "category": "uncategorized",
+    "category": "content",
     "name": "referral-program",
     "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...",
     "risk": "unknown",
@@ -7572,7 +7572,7 @@
   {
     "id": "remotion-best-practices",
     "path": "skills/remotion-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "remotion-best-practices",
     "description": "Best practices for Remotion - Video creation in React",
     "risk": "unknown",
@@ -7582,7 +7582,7 @@
   {
     "id": "render-automation",
     "path": "skills/render-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "render-automation",
     "description": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7602,7 +7602,7 @@
   {
     "id": "research-engineer",
     "path": "skills/research-engineer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "research-engineer",
     "description": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...",
     "risk": "unknown",
@@ -7612,7 +7612,7 @@
   {
     "id": "returns-reverse-logistics",
     "path": "skills/returns-reverse-logistics",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "returns-reverse-logistics",
     "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.",
     "risk": "safe",
@@ -7622,7 +7622,7 @@
   {
     "id": "reverse-engineer",
     "path": "skills/reverse-engineer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "reverse-engineer",
     "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.",
     "risk": "unknown",
@@ -7642,7 +7642,7 @@
   {
     "id": "risk-metrics-calculation",
     "path": "skills/risk-metrics-calculation",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "risk-metrics-calculation",
     "description": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.",
     "risk": "unknown",
@@ -7652,7 +7652,7 @@
   {
     "id": "ruby-pro",
     "path": "skills/ruby-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "ruby-pro",
     "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.",
     "risk": "unknown",
@@ -7662,7 +7662,7 @@
   {
     "id": "rust-async-patterns",
     "path": "skills/rust-async-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "rust-async-patterns",
     "description": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.",
     "risk": "unknown",
@@ -7672,7 +7672,7 @@
   {
     "id": "rust-pro",
     "path": "skills/rust-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "rust-pro",
     "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.",
     "risk": "unknown",
@@ -7682,7 +7682,7 @@
   {
     "id": "saas-mvp-launcher",
     "path": "skills/saas-mvp-launcher",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "saas-mvp-launcher",
     "description": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.",
     "risk": "safe",
@@ -7692,7 +7692,7 @@
   {
     "id": "saga-orchestration",
     "path": "skills/saga-orchestration",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "saga-orchestration",
     "description": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...",
     "risk": "unknown",
@@ -7702,7 +7702,7 @@
   {
     "id": "sales-automator",
     "path": "skills/sales-automator",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "sales-automator",
     "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n",
     "risk": "unknown",
@@ -7712,7 +7712,7 @@
   {
     "id": "salesforce-automation",
     "path": "skills/salesforce-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "salesforce-automation",
     "description": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7722,7 +7722,7 @@
   {
     "id": "salesforce-development",
     "path": "skills/salesforce-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "salesforce-development",
     "description": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...",
     "risk": "unknown",
@@ -7732,7 +7732,7 @@
   {
     "id": "sast-configuration",
     "path": "skills/sast-configuration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "sast-configuration",
     "description": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...",
     "risk": "unknown",
@@ -7742,7 +7742,7 @@
   {
     "id": "scala-pro",
     "path": "skills/scala-pro",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "scala-pro",
     "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.",
     "risk": "unknown",
@@ -7752,7 +7752,7 @@
   {
     "id": "scanning-tools",
     "path": "skills/scanning-tools",
-    "category": "uncategorized",
+    "category": "security",
     "name": "scanning-tools",
     "description": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...",
     "risk": "unknown",
@@ -7762,7 +7762,7 @@
   {
     "id": "schema-markup",
     "path": "skills/schema-markup",
-    "category": "uncategorized",
+    "category": "content",
     "name": "schema-markup",
     "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.",
     "risk": "unknown",
@@ -7772,7 +7772,7 @@
   {
     "id": "screen-reader-testing",
     "path": "skills/screen-reader-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "screen-reader-testing",
     "description": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...",
     "risk": "unknown",
@@ -7782,7 +7782,7 @@
   {
     "id": "screenshots",
     "path": "skills/screenshots",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "screenshots",
     "description": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.",
     "risk": "safe",
@@ -7792,7 +7792,7 @@
   {
     "id": "scroll-experience",
     "path": "skills/scroll-experience",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "scroll-experience",
     "description": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...",
     "risk": "unknown",
@@ -7802,7 +7802,7 @@
   {
     "id": "search-specialist",
     "path": "skills/search-specialist",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "search-specialist",
     "description": "Expert web researcher using advanced search techniques and",
     "risk": "unknown",
@@ -7812,7 +7812,7 @@
   {
     "id": "secrets-management",
     "path": "skills/secrets-management",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "secrets-management",
     "description": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...",
     "risk": "unknown",
@@ -7832,7 +7832,7 @@
   {
     "id": "security-auditor",
     "path": "skills/security-auditor",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-auditor",
     "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.",
     "risk": "unknown",
@@ -7842,7 +7842,7 @@
   {
     "id": "security-bluebook-builder",
     "path": "skills/security-bluebook-builder",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-bluebook-builder",
     "description": "Build security Blue Books for sensitive apps",
     "risk": "safe",
@@ -7852,7 +7852,7 @@
   {
     "id": "security-compliance-compliance-check",
     "path": "skills/security-compliance-compliance-check",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-compliance-compliance-check",
     "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...",
     "risk": "unknown",
@@ -7862,7 +7862,7 @@
   {
     "id": "security-requirement-extraction",
     "path": "skills/security-requirement-extraction",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-requirement-extraction",
     "description": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.",
     "risk": "unknown",
@@ -7872,7 +7872,7 @@
   {
     "id": "security-scanning-security-dependencies",
     "path": "skills/security-scanning-security-dependencies",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-dependencies",
     "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...",
     "risk": "unknown",
@@ -7882,7 +7882,7 @@
   {
     "id": "security-scanning-security-hardening",
     "path": "skills/security-scanning-security-hardening",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-hardening",
     "description": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.",
     "risk": "unknown",
@@ -7892,7 +7892,7 @@
   {
     "id": "security-scanning-security-sast",
     "path": "skills/security-scanning-security-sast",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-sast",
     "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n",
     "risk": "unknown",
@@ -7902,7 +7902,7 @@
   {
     "id": "segment-automation",
     "path": "skills/segment-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "segment-automation",
     "description": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7912,7 +7912,7 @@
   {
     "id": "segment-cdp",
     "path": "skills/segment-cdp",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "segment-cdp",
     "description": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...",
     "risk": "unknown",
@@ -7922,7 +7922,7 @@
   {
     "id": "sendgrid-automation",
     "path": "skills/sendgrid-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "sendgrid-automation",
     "description": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...",
     "risk": "unknown",
@@ -7932,7 +7932,7 @@
   {
     "id": "senior-architect",
     "path": "skills/senior-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "senior-architect",
     "description": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...",
     "risk": "unknown",
@@ -7942,7 +7942,7 @@
   {
     "id": "senior-fullstack",
     "path": "skills/senior-fullstack",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "senior-fullstack",
     "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...",
     "risk": "unknown",
@@ -7952,7 +7952,7 @@
   {
     "id": "sentry-automation",
     "path": "skills/sentry-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "sentry-automation",
     "description": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7962,7 +7962,7 @@
   {
     "id": "seo-audit",
     "path": "skills/seo-audit",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-audit",
     "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.",
     "risk": "unknown",
@@ -7972,7 +7972,7 @@
   {
     "id": "seo-authority-builder",
     "path": "skills/seo-authority-builder",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-authority-builder",
     "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n",
     "risk": "unknown",
@@ -7982,7 +7982,7 @@
   {
     "id": "seo-cannibalization-detector",
     "path": "skills/seo-cannibalization-detector",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-cannibalization-detector",
     "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.",
     "risk": "unknown",
@@ -7992,7 +7992,7 @@
   {
     "id": "seo-content-auditor",
     "path": "skills/seo-content-auditor",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-auditor",
     "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.",
     "risk": "unknown",
@@ -8002,7 +8002,7 @@
   {
     "id": "seo-content-planner",
     "path": "skills/seo-content-planner",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-planner",
     "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n",
     "risk": "unknown",
@@ -8012,7 +8012,7 @@
   {
     "id": "seo-content-refresher",
     "path": "skills/seo-content-refresher",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-refresher",
     "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.",
     "risk": "unknown",
@@ -8022,7 +8022,7 @@
   {
     "id": "seo-content-writer",
     "path": "skills/seo-content-writer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-writer",
     "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.",
     "risk": "unknown",
@@ -8032,7 +8032,7 @@
   {
     "id": "seo-forensic-incident-response",
     "path": "skills/seo-forensic-incident-response",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-forensic-incident-response",
     "description": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.",
     "risk": "safe",
@@ -8042,7 +8042,7 @@
   {
     "id": "seo-fundamentals",
     "path": "skills/seo-fundamentals",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-fundamentals",
     "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.",
     "risk": "unknown",
@@ -8052,7 +8052,7 @@
   {
     "id": "seo-keyword-strategist",
     "path": "skills/seo-keyword-strategist",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-keyword-strategist",
     "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.",
     "risk": "unknown",
@@ -8062,7 +8062,7 @@
   {
     "id": "seo-meta-optimizer",
     "path": "skills/seo-meta-optimizer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-meta-optimizer",
     "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.",
     "risk": "unknown",
@@ -8072,7 +8072,7 @@
   {
     "id": "seo-snippet-hunter",
     "path": "skills/seo-snippet-hunter",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-snippet-hunter",
     "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.",
     "risk": "unknown",
@@ -8082,7 +8082,7 @@
   {
     "id": "seo-structure-architect",
     "path": "skills/seo-structure-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-structure-architect",
     "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.",
     "risk": "unknown",
@@ -8092,7 +8092,7 @@
   {
     "id": "server-management",
     "path": "skills/server-management",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "server-management",
     "description": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.",
     "risk": "unknown",
@@ -8102,7 +8102,7 @@
   {
     "id": "service-mesh-expert",
     "path": "skills/service-mesh-expert",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "service-mesh-expert",
     "description": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con",
     "risk": "unknown",
@@ -8112,7 +8112,7 @@
   {
     "id": "service-mesh-observability",
     "path": "skills/service-mesh-observability",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "service-mesh-observability",
     "description": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...",
     "risk": "unknown",
@@ -8122,7 +8122,7 @@
   {
     "id": "shader-programming-glsl",
     "path": "skills/shader-programming-glsl",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "shader-programming-glsl",
     "description": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.",
     "risk": "safe",
@@ -8132,7 +8132,7 @@
   {
     "id": "sharp-edges",
     "path": "skills/sharp-edges",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sharp-edges",
     "description": "Identify error-prone APIs and dangerous configurations",
     "risk": "safe",
@@ -8152,7 +8152,7 @@
   {
     "id": "shodan-reconnaissance",
     "path": "skills/shodan-reconnaissance",
-    "category": "uncategorized",
+    "category": "database",
     "name": "shodan-reconnaissance",
     "description": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...",
     "risk": "unknown",
@@ -8162,7 +8162,7 @@
   {
     "id": "shopify-apps",
     "path": "skills/shopify-apps",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "shopify-apps",
     "description": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...",
     "risk": "unknown",
@@ -8172,7 +8172,7 @@
   {
     "id": "shopify-automation",
     "path": "skills/shopify-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "shopify-automation",
     "description": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8182,7 +8182,7 @@
   {
     "id": "shopify-development",
     "path": "skills/shopify-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "shopify-development",
     "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.",
     "risk": "unknown",
@@ -8202,7 +8202,7 @@
   {
     "id": "similarity-search-patterns",
     "path": "skills/similarity-search-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "similarity-search-patterns",
     "description": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.",
     "risk": "unknown",
@@ -8222,7 +8222,7 @@
   {
     "id": "skill-creator-ms",
     "path": "skills/skill-creator-ms",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "skill-creator-ms",
     "description": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.",
     "risk": "unknown",
@@ -8232,7 +8232,7 @@
   {
     "id": "skill-developer",
     "path": "skills/skill-developer",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "skill-developer",
     "description": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...",
     "risk": "unknown",
@@ -8242,7 +8242,7 @@
   {
     "id": "skill-rails-upgrade",
     "path": "skills/skill-rails-upgrade",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "skill-rails-upgrade",
     "description": "Analyze Rails apps and provide upgrade assessments",
     "risk": "safe",
@@ -8252,7 +8252,7 @@
   {
     "id": "skill-router",
     "path": "skills/skill-router",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "skill-router",
     "description": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.",
     "risk": "safe",
@@ -8262,7 +8262,7 @@
   {
     "id": "skill-seekers",
     "path": "skills/skill-seekers",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "skill-seekers",
     "description": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.",
     "risk": "safe",
@@ -8272,7 +8272,7 @@
   {
     "id": "slack-automation",
     "path": "skills/slack-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "slack-automation",
     "description": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...",
     "risk": "unknown",
@@ -8282,7 +8282,7 @@
   {
     "id": "slack-bot-builder",
     "path": "skills/slack-bot-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "slack-bot-builder",
     "description": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...",
     "risk": "unknown",
@@ -8292,7 +8292,7 @@
   {
     "id": "slack-gif-creator",
     "path": "skills/slack-gif-creator",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "slack-gif-creator",
     "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...",
     "risk": "unknown",
@@ -8312,7 +8312,7 @@
   {
     "id": "smtp-penetration-testing",
     "path": "skills/smtp-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "smtp-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...",
     "risk": "unknown",
@@ -8322,7 +8322,7 @@
   {
     "id": "social-content",
     "path": "skills/social-content",
-    "category": "uncategorized",
+    "category": "content",
     "name": "social-content",
     "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...",
     "risk": "unknown",
@@ -8342,7 +8342,7 @@
   {
     "id": "solidity-security",
     "path": "skills/solidity-security",
-    "category": "uncategorized",
+    "category": "security",
     "name": "solidity-security",
     "description": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...",
     "risk": "unknown",
@@ -8352,7 +8352,7 @@
   {
     "id": "spark-optimization",
     "path": "skills/spark-optimization",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "spark-optimization",
     "description": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.",
     "risk": "unknown",
@@ -8362,7 +8362,7 @@
   {
     "id": "sql-injection-testing",
     "path": "skills/sql-injection-testing",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sql-injection-testing",
     "description": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...",
     "risk": "unknown",
@@ -8372,7 +8372,7 @@
   {
     "id": "sql-optimization-patterns",
     "path": "skills/sql-optimization-patterns",
-    "category": "uncategorized",
+    "category": "database",
     "name": "sql-optimization-patterns",
     "description": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...",
     "risk": "unknown",
@@ -8382,7 +8382,7 @@
   {
     "id": "sql-pro",
     "path": "skills/sql-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "sql-pro",
     "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.",
     "risk": "unknown",
@@ -8392,7 +8392,7 @@
   {
     "id": "sqlmap-database-pentesting",
     "path": "skills/sqlmap-database-pentesting",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sqlmap-database-pentesting",
     "description": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...",
     "risk": "unknown",
@@ -8402,7 +8402,7 @@
   {
     "id": "square-automation",
     "path": "skills/square-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "square-automation",
     "description": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8412,7 +8412,7 @@
   {
     "id": "ssh-penetration-testing",
     "path": "skills/ssh-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ssh-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...",
     "risk": "unknown",
@@ -8422,7 +8422,7 @@
   {
     "id": "startup-analyst",
     "path": "skills/startup-analyst",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "startup-analyst",
     "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.",
     "risk": "unknown",
@@ -8442,7 +8442,7 @@
   {
     "id": "startup-business-analyst-financial-projections",
     "path": "skills/startup-business-analyst-financial-projections",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "startup-business-analyst-financial-projections",
     "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n",
     "risk": "unknown",
@@ -8452,7 +8452,7 @@
   {
     "id": "startup-business-analyst-market-opportunity",
     "path": "skills/startup-business-analyst-market-opportunity",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "startup-business-analyst-market-opportunity",
     "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n",
     "risk": "unknown",
@@ -8462,7 +8462,7 @@
   {
     "id": "startup-financial-modeling",
     "path": "skills/startup-financial-modeling",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "startup-financial-modeling",
     "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...",
     "risk": "unknown",
@@ -8482,7 +8482,7 @@
   {
     "id": "stitch-ui-design",
     "path": "skills/stitch-ui-design",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "stitch-ui-design",
     "description": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...",
     "risk": "safe",
@@ -8492,7 +8492,7 @@
   {
     "id": "stride-analysis-patterns",
     "path": "skills/stride-analysis-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "stride-analysis-patterns",
     "description": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.",
     "risk": "unknown",
@@ -8502,7 +8502,7 @@
   {
     "id": "stripe-automation",
     "path": "skills/stripe-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "stripe-automation",
     "description": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8512,7 +8512,7 @@
   {
     "id": "stripe-integration",
     "path": "skills/stripe-integration",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "stripe-integration",
     "description": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...",
     "risk": "unknown",
@@ -8522,7 +8522,7 @@
   {
     "id": "subagent-driven-development",
     "path": "skills/subagent-driven-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "subagent-driven-development",
     "description": "Use when executing implementation plans with independent tasks in the current session",
     "risk": "unknown",
@@ -8532,7 +8532,7 @@
   {
     "id": "supabase-automation",
     "path": "skills/supabase-automation",
-    "category": "uncategorized",
+    "category": "database",
     "name": "supabase-automation",
     "description": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8552,7 +8552,7 @@
   {
     "id": "swiftui-expert-skill",
     "path": "skills/swiftui-expert-skill",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "swiftui-expert-skill",
     "description": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...",
     "risk": "safe",
@@ -8562,7 +8562,7 @@
   {
     "id": "systematic-debugging",
     "path": "skills/systematic-debugging",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "systematic-debugging",
     "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
     "risk": "unknown",
@@ -8572,7 +8572,7 @@
   {
     "id": "systems-programming-rust-project",
     "path": "skills/systems-programming-rust-project",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "systems-programming-rust-project",
     "description": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing",
     "risk": "unknown",
@@ -8582,7 +8582,7 @@
   {
     "id": "tailwind-design-system",
     "path": "skills/tailwind-design-system",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tailwind-design-system",
     "description": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...",
     "risk": "unknown",
@@ -8592,7 +8592,7 @@
   {
     "id": "tailwind-patterns",
     "path": "skills/tailwind-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tailwind-patterns",
     "description": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.",
     "risk": "unknown",
@@ -8602,7 +8602,7 @@
   {
     "id": "tavily-web",
     "path": "skills/tavily-web",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tavily-web",
     "description": "Web search, content extraction, crawling, and research capabilities using Tavily API",
     "risk": "unknown",
@@ -8612,7 +8612,7 @@
   {
     "id": "tdd-orchestrator",
     "path": "skills/tdd-orchestrator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "tdd-orchestrator",
     "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.",
     "risk": "unknown",
@@ -8622,7 +8622,7 @@
   {
     "id": "tdd-workflow",
     "path": "skills/tdd-workflow",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "tdd-workflow",
     "description": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.",
     "risk": "unknown",
@@ -8632,7 +8632,7 @@
   {
     "id": "tdd-workflows-tdd-cycle",
     "path": "skills/tdd-workflows-tdd-cycle",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tdd-workflows-tdd-cycle",
     "description": "Use when working with tdd workflows tdd cycle",
     "risk": "unknown",
@@ -8642,7 +8642,7 @@
   {
     "id": "tdd-workflows-tdd-green",
     "path": "skills/tdd-workflows-tdd-green",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "tdd-workflows-tdd-green",
     "description": "Implement the minimal code needed to make failing tests pass in the TDD green phase.",
     "risk": "unknown",
@@ -8652,7 +8652,7 @@
   {
     "id": "tdd-workflows-tdd-red",
     "path": "skills/tdd-workflows-tdd-red",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "tdd-workflows-tdd-red",
     "description": "Generate failing tests for the TDD red phase to define expected behavior and edge cases.",
     "risk": "unknown",
@@ -8662,7 +8662,7 @@
   {
     "id": "tdd-workflows-tdd-refactor",
     "path": "skills/tdd-workflows-tdd-refactor",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tdd-workflows-tdd-refactor",
     "description": "Use when working with tdd workflows tdd refactor",
     "risk": "unknown",
@@ -8672,7 +8672,7 @@
   {
     "id": "team-collaboration-issue",
     "path": "skills/team-collaboration-issue",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "team-collaboration-issue",
     "description": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an",
     "risk": "unknown",
@@ -8682,7 +8682,7 @@
   {
     "id": "team-collaboration-standup-notes",
     "path": "skills/team-collaboration-standup-notes",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "team-collaboration-standup-notes",
     "description": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.",
     "risk": "unknown",
@@ -8702,7 +8702,7 @@
   {
     "id": "telegram-automation",
     "path": "skills/telegram-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "telegram-automation",
     "description": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8712,7 +8712,7 @@
   {
     "id": "telegram-bot-builder",
     "path": "skills/telegram-bot-builder",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "telegram-bot-builder",
     "description": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...",
     "risk": "unknown",
@@ -8722,7 +8722,7 @@
   {
     "id": "telegram-mini-app",
     "path": "skills/telegram-mini-app",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "telegram-mini-app",
     "description": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...",
     "risk": "unknown",
@@ -8732,7 +8732,7 @@
   {
     "id": "templates",
     "path": "skills/app-builder/templates",
-    "category": "app-builder",
+    "category": "ai-ml",
     "name": "templates",
     "description": "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.",
     "risk": "unknown",
@@ -8742,7 +8742,7 @@
   {
     "id": "temporal-golang-pro",
     "path": "skills/temporal-golang-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "temporal-golang-pro",
     "description": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.",
     "risk": "safe",
@@ -8752,7 +8752,7 @@
   {
     "id": "temporal-python-pro",
     "path": "skills/temporal-python-pro",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "temporal-python-pro",
     "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.",
     "risk": "unknown",
@@ -8762,7 +8762,7 @@
   {
     "id": "temporal-python-testing",
     "path": "skills/temporal-python-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "temporal-python-testing",
     "description": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...",
     "risk": "unknown",
@@ -8772,7 +8772,7 @@
   {
     "id": "terraform-aws-modules",
     "path": "skills/terraform-aws-modules",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "terraform-aws-modules",
     "description": "Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.",
     "risk": "unknown",
@@ -8792,7 +8792,7 @@
   {
     "id": "terraform-module-library",
     "path": "skills/terraform-module-library",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "terraform-module-library",
     "description": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...",
     "risk": "unknown",
@@ -8802,7 +8802,7 @@
   {
     "id": "terraform-skill",
     "path": "skills/terraform-skill",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "terraform-skill",
     "description": "Terraform infrastructure as code best practices",
     "risk": "safe",
@@ -8812,7 +8812,7 @@
   {
     "id": "terraform-specialist",
     "path": "skills/terraform-specialist",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "terraform-specialist",
     "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.",
     "risk": "unknown",
@@ -8822,7 +8822,7 @@
   {
     "id": "test-automator",
     "path": "skills/test-automator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-automator",
     "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.",
     "risk": "unknown",
@@ -8832,7 +8832,7 @@
   {
     "id": "test-driven-development",
     "path": "skills/test-driven-development",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-driven-development",
     "description": "Use when implementing any feature or bugfix, before writing implementation code",
     "risk": "unknown",
@@ -8842,7 +8842,7 @@
   {
     "id": "test-fixing",
     "path": "skills/test-fixing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-fixing",
     "description": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...",
     "risk": "unknown",
@@ -8852,7 +8852,7 @@
   {
     "id": "testing-patterns",
     "path": "skills/testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "testing-patterns",
     "description": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.",
     "risk": "unknown",
@@ -8872,7 +8872,7 @@
   {
     "id": "theme-factory",
     "path": "skills/theme-factory",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "theme-factory",
     "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...",
     "risk": "unknown",
@@ -8882,7 +8882,7 @@
   {
     "id": "threat-mitigation-mapping",
     "path": "skills/threat-mitigation-mapping",
-    "category": "uncategorized",
+    "category": "security",
     "name": "threat-mitigation-mapping",
     "description": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.",
     "risk": "unknown",
@@ -8892,7 +8892,7 @@
   {
     "id": "threat-modeling-expert",
     "path": "skills/threat-modeling-expert",
-    "category": "uncategorized",
+    "category": "security",
     "name": "threat-modeling-expert",
     "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...",
     "risk": "unknown",
@@ -8902,7 +8902,7 @@
   {
     "id": "threejs-skills",
     "path": "skills/threejs-skills",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "threejs-skills",
     "description": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.",
     "risk": "safe",
@@ -8912,7 +8912,7 @@
   {
     "id": "tiktok-automation",
     "path": "skills/tiktok-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tiktok-automation",
     "description": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8922,7 +8922,7 @@
   {
     "id": "todoist-automation",
     "path": "skills/todoist-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "todoist-automation",
     "description": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8942,7 +8942,7 @@
   {
     "id": "top-web-vulnerabilities",
     "path": "skills/top-web-vulnerabilities",
-    "category": "uncategorized",
+    "category": "security",
     "name": "top-web-vulnerabilities",
     "description": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...",
     "risk": "unknown",
@@ -8952,7 +8952,7 @@
   {
     "id": "track-management",
     "path": "skills/track-management",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "track-management",
     "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.",
     "risk": "unknown",
@@ -8962,7 +8962,7 @@
   {
     "id": "trello-automation",
     "path": "skills/trello-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "trello-automation",
     "description": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.",
     "risk": "unknown",
@@ -8972,7 +8972,7 @@
   {
     "id": "trigger-dev",
     "path": "skills/trigger-dev",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "trigger-dev",
     "description": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...",
     "risk": "unknown",
@@ -8982,7 +8982,7 @@
   {
     "id": "turborepo-caching",
     "path": "skills/turborepo-caching",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "turborepo-caching",
     "description": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.",
     "risk": "unknown",
@@ -8992,7 +8992,7 @@
   {
     "id": "tutorial-engineer",
     "path": "skills/tutorial-engineer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "tutorial-engineer",
     "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.",
     "risk": "safe",
@@ -9002,7 +9002,7 @@
   {
     "id": "twilio-communications",
     "path": "skills/twilio-communications",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "twilio-communications",
     "description": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...",
     "risk": "unknown",
@@ -9012,7 +9012,7 @@
   {
     "id": "twitter-automation",
     "path": "skills/twitter-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "twitter-automation",
     "description": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9022,7 +9022,7 @@
   {
     "id": "typescript-advanced-types",
     "path": "skills/typescript-advanced-types",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "typescript-advanced-types",
     "description": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...",
     "risk": "unknown",
@@ -9042,7 +9042,7 @@
   {
     "id": "typescript-pro",
     "path": "skills/typescript-pro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "typescript-pro",
     "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.",
     "risk": "unknown",
@@ -9052,7 +9052,7 @@
   {
     "id": "ui-skills",
     "path": "skills/ui-skills",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ui-skills",
     "description": "Opinionated, evolving constraints to guide agents when building interfaces",
     "risk": "safe",
@@ -9062,7 +9062,7 @@
   {
     "id": "ui-ux-designer",
     "path": "skills/ui-ux-designer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ui-ux-designer",
     "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.",
     "risk": "unknown",
@@ -9072,7 +9072,7 @@
   {
     "id": "ui-ux-pro-max",
     "path": "skills/ui-ux-pro-max",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ui-ux-pro-max",
     "description": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...",
     "risk": "unknown",
@@ -9082,7 +9082,7 @@
   {
     "id": "ui-visual-validator",
     "path": "skills/ui-visual-validator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ui-visual-validator",
     "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.",
     "risk": "unknown",
@@ -9092,7 +9092,7 @@
   {
     "id": "unit-testing-test-generate",
     "path": "skills/unit-testing-test-generate",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "unit-testing-test-generate",
     "description": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.",
     "risk": "unknown",
@@ -9102,7 +9102,7 @@
   {
     "id": "unity-developer",
     "path": "skills/unity-developer",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unity-developer",
     "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.",
     "risk": "unknown",
@@ -9112,7 +9112,7 @@
   {
     "id": "unity-ecs-patterns",
     "path": "skills/unity-ecs-patterns",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unity-ecs-patterns",
     "description": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...",
     "risk": "unknown",
@@ -9122,7 +9122,7 @@
   {
     "id": "unreal-engine-cpp-pro",
     "path": "skills/unreal-engine-cpp-pro",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unreal-engine-cpp-pro",
     "description": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.",
     "risk": "safe",
@@ -9132,7 +9132,7 @@
   {
     "id": "upgrading-expo",
     "path": "skills/upgrading-expo",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "upgrading-expo",
     "description": "Upgrade Expo SDK versions",
     "risk": "safe",
@@ -9142,7 +9142,7 @@
   {
     "id": "upstash-qstash",
     "path": "skills/upstash-qstash",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "upstash-qstash",
     "description": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...",
     "risk": "unknown",
@@ -9152,7 +9152,7 @@
   {
     "id": "using-git-worktrees",
     "path": "skills/using-git-worktrees",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "using-git-worktrees",
     "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...",
     "risk": "unknown",
@@ -9162,7 +9162,7 @@
   {
     "id": "using-neon",
     "path": "skills/using-neon",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "using-neon",
     "description": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...",
     "risk": "safe",
@@ -9182,7 +9182,7 @@
   {
     "id": "uv-package-manager",
     "path": "skills/uv-package-manager",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "uv-package-manager",
     "description": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...",
     "risk": "unknown",
@@ -9192,7 +9192,7 @@
   {
     "id": "varlock-claude-skill",
     "path": "skills/varlock-claude-skill",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "varlock-claude-skill",
     "description": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits",
     "risk": "safe",
@@ -9202,7 +9202,7 @@
   {
     "id": "vector-database-engineer",
     "path": "skills/vector-database-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vector-database-engineer",
     "description": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar",
     "risk": "unknown",
@@ -9212,7 +9212,7 @@
   {
     "id": "vector-index-tuning",
     "path": "skills/vector-index-tuning",
-    "category": "uncategorized",
+    "category": "database",
     "name": "vector-index-tuning",
     "description": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.",
     "risk": "unknown",
@@ -9222,7 +9222,7 @@
   {
     "id": "vercel-automation",
     "path": "skills/vercel-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "vercel-automation",
     "description": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9232,7 +9232,7 @@
   {
     "id": "vercel-deploy-claimable",
     "path": "skills/vercel-deploy-claimable",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "vercel-deploy-claimable",
     "description": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...",
     "risk": "safe",
@@ -9242,7 +9242,7 @@
   {
     "id": "vercel-deployment",
     "path": "skills/vercel-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "vercel-deployment",
     "description": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.",
     "risk": "safe",
@@ -9252,7 +9252,7 @@
   {
     "id": "verification-before-completion",
     "path": "skills/verification-before-completion",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "verification-before-completion",
     "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...",
     "risk": "unknown",
@@ -9262,7 +9262,7 @@
   {
     "id": "vexor",
     "path": "skills/vexor",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vexor",
     "description": "Vector-powered CLI for semantic file search with a Claude/Codex skill",
     "risk": "safe",
@@ -9272,7 +9272,7 @@
   {
     "id": "vibe-code-auditor",
     "path": "skills/vibe-code-auditor",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vibe-code-auditor",
     "description": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.",
     "risk": "safe",
@@ -9302,7 +9302,7 @@
   {
     "id": "viral-generator-builder",
     "path": "skills/viral-generator-builder",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "viral-generator-builder",
     "description": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...",
     "risk": "unknown",
@@ -9312,7 +9312,7 @@
   {
     "id": "voice-agents",
     "path": "skills/voice-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "voice-agents",
     "description": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...",
     "risk": "unknown",
@@ -9322,7 +9322,7 @@
   {
     "id": "voice-ai-development",
     "path": "skills/voice-ai-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "voice-ai-development",
     "description": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...",
     "risk": "unknown",
@@ -9332,7 +9332,7 @@
   {
     "id": "voice-ai-engine-development",
     "path": "skills/voice-ai-engine-development",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "voice-ai-engine-development",
     "description": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support",
     "risk": "unknown",
@@ -9342,7 +9342,7 @@
   {
     "id": "vr-ar",
     "path": "skills/game-development/vr-ar",
-    "category": "game-development",
+    "category": "database",
     "name": "vr-ar",
     "description": "VR/AR development principles. Comfort, interaction, performance requirements.",
     "risk": "unknown",
@@ -9352,7 +9352,7 @@
   {
     "id": "vulnerability-scanner",
     "path": "skills/vulnerability-scanner",
-    "category": "uncategorized",
+    "category": "security",
     "name": "vulnerability-scanner",
     "description": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.",
     "risk": "unknown",
@@ -9362,7 +9362,7 @@
   {
     "id": "wcag-audit-patterns",
     "path": "skills/wcag-audit-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "wcag-audit-patterns",
     "description": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...",
     "risk": "unknown",
@@ -9372,7 +9372,7 @@
   {
     "id": "web-artifacts-builder",
     "path": "skills/web-artifacts-builder",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-artifacts-builder",
     "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...",
     "risk": "unknown",
@@ -9382,7 +9382,7 @@
   {
     "id": "web-design-guidelines",
     "path": "skills/web-design-guidelines",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-design-guidelines",
     "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...",
     "risk": "unknown",
@@ -9392,7 +9392,7 @@
   {
     "id": "web-games",
     "path": "skills/game-development/web-games",
-    "category": "game-development",
+    "category": "web-development",
     "name": "web-games",
     "description": "Web browser game development principles. Framework selection, WebGPU, optimization, PWA.",
     "risk": "unknown",
@@ -9402,7 +9402,7 @@
   {
     "id": "web-performance-optimization",
     "path": "skills/web-performance-optimization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-performance-optimization",
     "description": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance",
     "risk": "unknown",
@@ -9422,7 +9422,7 @@
   {
     "id": "web3-testing",
     "path": "skills/web3-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "web3-testing",
     "description": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...",
     "risk": "unknown",
@@ -9432,7 +9432,7 @@
   {
     "id": "webapp-testing",
     "path": "skills/webapp-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "webapp-testing",
     "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...",
     "risk": "unknown",
@@ -9442,7 +9442,7 @@
   {
     "id": "webflow-automation",
     "path": "skills/webflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "webflow-automation",
     "description": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9452,7 +9452,7 @@
   {
     "id": "whatsapp-automation",
     "path": "skills/whatsapp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "whatsapp-automation",
     "description": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9462,7 +9462,7 @@
   {
     "id": "wiki-architect",
     "path": "skills/wiki-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-architect",
     "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...",
     "risk": "unknown",
@@ -9472,7 +9472,7 @@
   {
     "id": "wiki-changelog",
     "path": "skills/wiki-changelog",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "wiki-changelog",
     "description": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...",
     "risk": "unknown",
@@ -9482,7 +9482,7 @@
   {
     "id": "wiki-onboarding",
     "path": "skills/wiki-onboarding",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-onboarding",
     "description": "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...",
     "risk": "unknown",
@@ -9492,7 +9492,7 @@
   {
     "id": "wiki-page-writer",
     "path": "skills/wiki-page-writer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-page-writer",
     "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...",
     "risk": "unknown",
@@ -9502,7 +9502,7 @@
   {
     "id": "wiki-qa",
     "path": "skills/wiki-qa",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "wiki-qa",
     "description": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...",
     "risk": "unknown",
@@ -9522,7 +9522,7 @@
   {
     "id": "wiki-vitepress",
     "path": "skills/wiki-vitepress",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-vitepress",
     "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...",
     "risk": "unknown",
@@ -9532,7 +9532,7 @@
   {
     "id": "windows-privilege-escalation",
     "path": "skills/windows-privilege-escalation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "windows-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...",
     "risk": "unknown",
@@ -9562,7 +9562,7 @@
   {
     "id": "wordpress-penetration-testing",
     "path": "skills/wordpress-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "wordpress-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...",
     "risk": "unknown",
@@ -9602,7 +9602,7 @@
   {
     "id": "workflow-automation",
     "path": "skills/workflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "workflow-automation",
     "description": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...",
     "risk": "unknown",
@@ -9612,7 +9612,7 @@
   {
     "id": "workflow-orchestration-patterns",
     "path": "skills/workflow-orchestration-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "workflow-orchestration-patterns",
     "description": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...",
     "risk": "unknown",
@@ -9622,7 +9622,7 @@
   {
     "id": "workflow-patterns",
     "path": "skills/workflow-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "workflow-patterns",
     "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.",
     "risk": "unknown",
@@ -9632,7 +9632,7 @@
   {
     "id": "wrike-automation",
     "path": "skills/wrike-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "wrike-automation",
     "description": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9652,7 +9652,7 @@
   {
     "id": "writing-plans",
     "path": "skills/writing-plans",
-    "category": "uncategorized",
+    "category": "content",
     "name": "writing-plans",
     "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
     "risk": "unknown",
@@ -9672,7 +9672,7 @@
   {
     "id": "x-article-publisher-skill",
     "path": "skills/x-article-publisher-skill",
-    "category": "uncategorized",
+    "category": "content",
     "name": "x-article-publisher-skill",
     "description": "Publish articles to X/Twitter",
     "risk": "safe",
@@ -9692,7 +9692,7 @@
   {
     "id": "xlsx-official",
     "path": "skills/xlsx-official",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "xlsx-official",
     "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....",
     "risk": "unknown",
@@ -9702,7 +9702,7 @@
   {
     "id": "xss-html-injection",
     "path": "skills/xss-html-injection",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "xss-html-injection",
     "description": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...",
     "risk": "unknown",
@@ -9712,7 +9712,7 @@
   {
     "id": "youtube-automation",
     "path": "skills/youtube-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "youtube-automation",
     "description": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9732,7 +9732,7 @@
   {
     "id": "zapier-make-patterns",
     "path": "skills/zapier-make-patterns",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zapier-make-patterns",
     "description": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...",
     "risk": "unknown",
@@ -9742,7 +9742,7 @@
   {
     "id": "zendesk-automation",
     "path": "skills/zendesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zendesk-automation",
     "description": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9752,7 +9752,7 @@
   {
     "id": "zoho-crm-automation",
     "path": "skills/zoho-crm-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zoho-crm-automation",
     "description": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9762,7 +9762,7 @@
   {
     "id": "zoom-automation",
     "path": "skills/zoom-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zoom-automation",
     "description": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9772,7 +9772,7 @@
   {
     "id": "zustand-store-ts",
     "path": "skills/zustand-store-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "zustand-store-ts",
     "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...",
     "risk": "unknown",
diff --git a/uncategorized_list.json b/uncategorized_list.json
new file mode 100644
index 00000000..f93468c9
--- /dev/null
+++ b/uncategorized_list.json
@@ -0,0 +1,4587 @@
+[
+  {
+    "id": "3d-web-experience",
+    "name": "3d-web-experience",
+    "desc": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
+  },
+  {
+    "id": "ab-test-setup",
+    "name": "ab-test-setup",
+    "desc": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
+  },
+  {
+    "id": "accessibility-compliance-accessibility-audit",
+    "name": "accessibility-compliance-accessibility-audit",
+    "desc": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
+  },
+  {
+    "id": "active-directory-attacks",
+    "name": "active-directory-attacks",
+    "desc": "This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ..."
+  },
+  {
+    "id": "activecampaign-automation",
+    "name": "activecampaign-automation",
+    "desc": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
+  },
+  {
+    "id": "address-github-comments",
+    "name": "address-github-comments",
+    "desc": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
+  },
+  {
+    "id": "agent-evaluation",
+    "name": "agent-evaluation",
+    "desc": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re..."
+  },
+  {
+    "id": "agent-framework-azure-ai-py",
+    "name": "agent-framework-azure-ai-py",
+    "desc": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
+  },
+  {
+    "id": "agent-manager-skill",
+    "name": "agent-manager-skill",
+    "desc": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
+  },
+  {
+    "id": "agent-memory-mcp",
+    "name": "agent-memory-mcp",
+    "desc": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
+  },
+  {
+    "id": "agent-memory-systems",
+    "name": "agent-memory-systems",
+    "desc": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
+  },
+  {
+    "id": "agent-orchestration-improve-agent",
+    "name": "agent-orchestration-improve-agent",
+    "desc": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
+  },
+  {
+    "id": "agent-orchestration-multi-agent-optimize",
+    "name": "agent-orchestration-multi-agent-optimize",
+    "desc": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
+  },
+  {
+    "id": "agent-tool-builder",
+    "name": "agent-tool-builder",
+    "desc": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
+  },
+  {
+    "id": "agentfolio",
+    "name": "agentfolio",
+    "desc": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
+  },
+  {
+    "id": "agentmail",
+    "name": "agentmail",
+    "desc": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API."
+  },
+  {
+    "id": "agents-v2-py",
+    "name": "agents-v2-py",
+    "desc": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
+  },
+  {
+    "id": "ai-agents-architect",
+    "name": "ai-agents-architect",
+    "desc": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
+  },
+  {
+    "id": "ai-engineer",
+    "name": "ai-engineer",
+    "desc": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations."
+  },
+  {
+    "id": "ai-product",
+    "name": "ai-product",
+    "desc": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ..."
+  },
+  {
+    "id": "ai-wrapper-product",
+    "name": "ai-wrapper-product",
+    "desc": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
+  },
+  {
+    "id": "airflow-dag-patterns",
+    "name": "airflow-dag-patterns",
+    "desc": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
+  },
+  {
+    "id": "airtable-automation",
+    "name": "airtable-automation",
+    "desc": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
+  },
+  {
+    "id": "algolia-search",
+    "name": "algolia-search",
+    "desc": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
+  },
+  {
+    "id": "algorithmic-art",
+    "name": "algorithmic-art",
+    "desc": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
+  },
+  {
+    "id": "amplitude-automation",
+    "name": "amplitude-automation",
+    "desc": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
+  },
+  {
+    "id": "analytics-tracking",
+    "name": "analytics-tracking",
+    "desc": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data."
+  },
+  {
+    "id": "android-jetpack-compose-expert",
+    "name": "android-jetpack-compose-expert",
+    "desc": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
+  },
+  {
+    "id": "android_ui_verification",
+    "name": "android_ui_verification",
+    "desc": "Automated end-to-end UI testing and verification on an Android Emulator using ADB."
+  },
+  {
+    "id": "angular",
+    "name": "angular",
+    "desc": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns."
+  },
+  {
+    "id": "angular-best-practices",
+    "name": "angular-best-practices",
+    "desc": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
+  },
+  {
+    "id": "angular-migration",
+    "name": "angular-migration",
+    "desc": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
+  },
+  {
+    "id": "angular-state-management",
+    "name": "angular-state-management",
+    "desc": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
+  },
+  {
+    "id": "angular-ui-patterns",
+    "name": "angular-ui-patterns",
+    "desc": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
+  },
+  {
+    "id": "anti-reversing-techniques",
+    "name": "anti-reversing-techniques",
+    "desc": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
+  },
+  {
+    "id": "antigravity-workflows",
+    "name": "antigravity-workflows",
+    "desc": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
+  },
+  {
+    "id": "api-design-principles",
+    "name": "api-design-principles",
+    "desc": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
+  },
+  {
+    "id": "api-documentation-generator",
+    "name": "api-documentation-generator",
+    "desc": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
+  },
+  {
+    "id": "api-documenter",
+    "name": "api-documenter",
+    "desc": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals."
+  },
+  {
+    "id": "api-fuzzing-bug-bounty",
+    "name": "api-fuzzing-bug-bounty",
+    "desc": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
+  },
+  {
+    "id": "api-patterns",
+    "name": "api-patterns",
+    "desc": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
+  },
+  {
+    "id": "api-security-best-practices",
+    "name": "api-security-best-practices",
+    "desc": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
+  },
+  {
+    "id": "api-testing-observability-api-mock",
+    "name": "api-testing-observability-api-mock",
+    "desc": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
+  },
+  {
+    "id": "apify-actor-development",
+    "name": "apify-actor-development",
+    "desc": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
+  },
+  {
+    "id": "apify-actorization",
+    "name": "apify-actorization",
+    "desc": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
+  },
+  {
+    "id": "apify-audience-analysis",
+    "name": "apify-audience-analysis",
+    "desc": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok."
+  },
+  {
+    "id": "apify-brand-reputation-monitoring",
+    "name": "apify-brand-reputation-monitoring",
+    "desc": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
+  },
+  {
+    "id": "apify-competitor-intelligence",
+    "name": "apify-competitor-intelligence",
+    "desc": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok."
+  },
+  {
+    "id": "apify-content-analytics",
+    "name": "apify-content-analytics",
+    "desc": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok."
+  },
+  {
+    "id": "apify-ecommerce",
+    "name": "apify-ecommerce",
+    "desc": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
+  },
+  {
+    "id": "apify-influencer-discovery",
+    "name": "apify-influencer-discovery",
+    "desc": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok."
+  },
+  {
+    "id": "apify-lead-generation",
+    "name": "apify-lead-generation",
+    "desc": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
+  },
+  {
+    "id": "apify-market-research",
+    "name": "apify-market-research",
+    "desc": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor."
+  },
+  {
+    "id": "apify-trend-analysis",
+    "name": "apify-trend-analysis",
+    "desc": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy."
+  },
+  {
+    "id": "apify-ultimate-scraper",
+    "name": "apify-ultimate-scraper",
+    "desc": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
+  },
+  {
+    "id": "app-builder",
+    "name": "app-builder",
+    "desc": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
+  },
+  {
+    "id": "app-store-optimization",
+    "name": "app-store-optimization",
+    "desc": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
+  },
+  {
+    "id": "appdeploy",
+    "name": "appdeploy",
+    "desc": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
+  },
+  {
+    "id": "application-performance-performance-optimization",
+    "name": "application-performance-performance-optimization",
+    "desc": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
+  },
+  {
+    "id": "architect-review",
+    "name": "architect-review",
+    "desc": "Master software architect specializing in modern architecture"
+  },
+  {
+    "id": "architecture",
+    "name": "architecture",
+    "desc": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
+  },
+  {
+    "id": "architecture-decision-records",
+    "name": "architecture-decision-records",
+    "desc": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
+  },
+  {
+    "id": "architecture-patterns",
+    "name": "architecture-patterns",
+    "desc": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
+  },
+  {
+    "id": "arm-cortex-expert",
+    "name": "arm-cortex-expert",
+    "desc": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD)."
+  },
+  {
+    "id": "asana-automation",
+    "name": "asana-automation",
+    "desc": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
+  },
+  {
+    "id": "async-python-patterns",
+    "name": "async-python-patterns",
+    "desc": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
+  },
+  {
+    "id": "attack-tree-construction",
+    "name": "attack-tree-construction",
+    "desc": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
+  },
+  {
+    "id": "auth-implementation-patterns",
+    "name": "auth-implementation-patterns",
+    "desc": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
+  },
+  {
+    "id": "automate-whatsapp",
+    "name": "automate-whatsapp",
+    "desc": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
+  },
+  {
+    "id": "autonomous-agent-patterns",
+    "name": "autonomous-agent-patterns",
+    "desc": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
+  },
+  {
+    "id": "autonomous-agents",
+    "name": "autonomous-agents",
+    "desc": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
+  },
+  {
+    "id": "avalonia-layout-zafiro",
+    "name": "avalonia-layout-zafiro",
+    "desc": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
+  },
+  {
+    "id": "avalonia-viewmodels-zafiro",
+    "name": "avalonia-viewmodels-zafiro",
+    "desc": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
+  },
+  {
+    "id": "avalonia-zafiro-development",
+    "name": "avalonia-zafiro-development",
+    "desc": "Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit."
+  },
+  {
+    "id": "aws-cost-cleanup",
+    "name": "aws-cost-cleanup",
+    "desc": "Automated cleanup of unused AWS resources to reduce costs"
+  },
+  {
+    "id": "aws-cost-optimizer",
+    "name": "aws-cost-optimizer",
+    "desc": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
+  },
+  {
+    "id": "aws-penetration-testing",
+    "name": "aws-penetration-testing",
+    "desc": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
+  },
+  {
+    "id": "aws-serverless",
+    "name": "aws-serverless",
+    "desc": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
+  },
+  {
+    "id": "aws-skills",
+    "name": "aws-skills",
+    "desc": "AWS development with infrastructure automation and cloud architecture patterns"
+  },
+  {
+    "id": "azd-deployment",
+    "name": "azd-deployment",
+    "desc": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
+  },
+  {
+    "id": "azure-ai-agents-persistent-dotnet",
+    "name": "azure-ai-agents-persistent-dotnet",
+    "desc": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools."
+  },
+  {
+    "id": "azure-ai-agents-persistent-java",
+    "name": "azure-ai-agents-persistent-java",
+    "desc": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools."
+  },
+  {
+    "id": "azure-ai-anomalydetector-java",
+    "name": "azure-ai-anomalydetector-java",
+    "desc": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
+  },
+  {
+    "id": "azure-ai-contentsafety-java",
+    "name": "azure-ai-contentsafety-java",
+    "desc": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
+  },
+  {
+    "id": "azure-ai-contentsafety-py",
+    "name": "azure-ai-contentsafety-py",
+    "desc": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification."
+  },
+  {
+    "id": "azure-ai-contentsafety-ts",
+    "name": "azure-ai-contentsafety-ts",
+    "desc": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
+  },
+  {
+    "id": "azure-ai-contentunderstanding-py",
+    "name": "azure-ai-contentunderstanding-py",
+    "desc": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video."
+  },
+  {
+    "id": "azure-ai-document-intelligence-dotnet",
+    "name": "azure-ai-document-intelligence-dotnet",
+    "desc": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models."
+  },
+  {
+    "id": "azure-ai-document-intelligence-ts",
+    "name": "azure-ai-document-intelligence-ts",
+    "desc": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
+  },
+  {
+    "id": "azure-ai-formrecognizer-java",
+    "name": "azure-ai-formrecognizer-java",
+    "desc": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
+  },
+  {
+    "id": "azure-ai-ml-py",
+    "name": "azure-ai-ml-py",
+    "desc": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines."
+  },
+  {
+    "id": "azure-ai-openai-dotnet",
+    "name": "azure-ai-openai-dotnet",
+    "desc": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants."
+  },
+  {
+    "id": "azure-ai-projects-dotnet",
+    "name": "azure-ai-projects-dotnet",
+    "desc": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes."
+  },
+  {
+    "id": "azure-ai-projects-java",
+    "name": "azure-ai-projects-java",
+    "desc": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations."
+  },
+  {
+    "id": "azure-ai-projects-py",
+    "name": "azure-ai-projects-py",
+    "desc": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
+  },
+  {
+    "id": "azure-ai-projects-ts",
+    "name": "azure-ai-projects-ts",
+    "desc": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
+  },
+  {
+    "id": "azure-ai-textanalytics-py",
+    "name": "azure-ai-textanalytics-py",
+    "desc": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text."
+  },
+  {
+    "id": "azure-ai-transcription-py",
+    "name": "azure-ai-transcription-py",
+    "desc": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization."
+  },
+  {
+    "id": "azure-ai-translation-document-py",
+    "name": "azure-ai-translation-document-py",
+    "desc": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale."
+  },
+  {
+    "id": "azure-ai-translation-text-py",
+    "name": "azure-ai-translation-text-py",
+    "desc": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications."
+  },
+  {
+    "id": "azure-ai-translation-ts",
+    "name": "azure-ai-translation-ts",
+    "desc": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
+  },
+  {
+    "id": "azure-ai-vision-imageanalysis-java",
+    "name": "azure-ai-vision-imageanalysis-java",
+    "desc": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
+  },
+  {
+    "id": "azure-ai-vision-imageanalysis-py",
+    "name": "azure-ai-vision-imageanalysis-py",
+    "desc": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks."
+  },
+  {
+    "id": "azure-ai-voicelive-dotnet",
+    "name": "azure-ai-voicelive-dotnet",
+    "desc": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication."
+  },
+  {
+    "id": "azure-ai-voicelive-java",
+    "name": "azure-ai-voicelive-java",
+    "desc": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket."
+  },
+  {
+    "id": "azure-ai-voicelive-py",
+    "name": "azure-ai-voicelive-py",
+    "desc": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
+  },
+  {
+    "id": "azure-ai-voicelive-ts",
+    "name": "azure-ai-voicelive-ts",
+    "desc": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication."
+  },
+  {
+    "id": "azure-appconfiguration-java",
+    "name": "azure-appconfiguration-java",
+    "desc": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots."
+  },
+  {
+    "id": "azure-appconfiguration-py",
+    "name": "azure-appconfiguration-py",
+    "desc": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings."
+  },
+  {
+    "id": "azure-appconfiguration-ts",
+    "name": "azure-appconfiguration-ts",
+    "desc": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
+  },
+  {
+    "id": "azure-communication-callautomation-java",
+    "name": "azure-communication-callautomation-java",
+    "desc": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
+  },
+  {
+    "id": "azure-communication-callingserver-java",
+    "name": "azure-communication-callingserver-java",
+    "desc": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
+  },
+  {
+    "id": "azure-communication-chat-java",
+    "name": "azure-communication-chat-java",
+    "desc": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
+  },
+  {
+    "id": "azure-communication-common-java",
+    "name": "azure-communication-common-java",
+    "desc": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
+  },
+  {
+    "id": "azure-communication-sms-java",
+    "name": "azure-communication-sms-java",
+    "desc": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
+  },
+  {
+    "id": "azure-compute-batch-java",
+    "name": "azure-compute-batch-java",
+    "desc": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes."
+  },
+  {
+    "id": "azure-containerregistry-py",
+    "name": "azure-containerregistry-py",
+    "desc": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories."
+  },
+  {
+    "id": "azure-cosmos-db-py",
+    "name": "azure-cosmos-db-py",
+    "desc": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
+  },
+  {
+    "id": "azure-cosmos-java",
+    "name": "azure-cosmos-java",
+    "desc": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns."
+  },
+  {
+    "id": "azure-cosmos-py",
+    "name": "azure-cosmos-py",
+    "desc": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data."
+  },
+  {
+    "id": "azure-cosmos-rust",
+    "name": "azure-cosmos-rust",
+    "desc": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data."
+  },
+  {
+    "id": "azure-cosmos-ts",
+    "name": "azure-cosmos-ts",
+    "desc": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management."
+  },
+  {
+    "id": "azure-data-tables-java",
+    "name": "azure-data-tables-java",
+    "desc": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
+  },
+  {
+    "id": "azure-data-tables-py",
+    "name": "azure-data-tables-py",
+    "desc": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations."
+  },
+  {
+    "id": "azure-eventgrid-dotnet",
+    "name": "azure-eventgrid-dotnet",
+    "desc": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents."
+  },
+  {
+    "id": "azure-eventgrid-java",
+    "name": "azure-eventgrid-java",
+    "desc": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
+  },
+  {
+    "id": "azure-eventgrid-py",
+    "name": "azure-eventgrid-py",
+    "desc": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures."
+  },
+  {
+    "id": "azure-eventhub-dotnet",
+    "name": "azure-eventhub-dotnet",
+    "desc": "Azure Event Hubs SDK for .NET."
+  },
+  {
+    "id": "azure-eventhub-java",
+    "name": "azure-eventhub-java",
+    "desc": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
+  },
+  {
+    "id": "azure-eventhub-py",
+    "name": "azure-eventhub-py",
+    "desc": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing."
+  },
+  {
+    "id": "azure-eventhub-rust",
+    "name": "azure-eventhub-rust",
+    "desc": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion."
+  },
+  {
+    "id": "azure-eventhub-ts",
+    "name": "azure-eventhub-ts",
+    "desc": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
+  },
+  {
+    "id": "azure-functions",
+    "name": "azure-functions",
+    "desc": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
+  },
+  {
+    "id": "azure-identity-dotnet",
+    "name": "azure-identity-dotnet",
+    "desc": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials."
+  },
+  {
+    "id": "azure-identity-java",
+    "name": "azure-identity-java",
+    "desc": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
+  },
+  {
+    "id": "azure-identity-py",
+    "name": "azure-identity-py",
+    "desc": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching."
+  },
+  {
+    "id": "azure-identity-rust",
+    "name": "azure-identity-rust",
+    "desc": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication."
+  },
+  {
+    "id": "azure-identity-ts",
+    "name": "azure-identity-ts",
+    "desc": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
+  },
+  {
+    "id": "azure-keyvault-certificates-rust",
+    "name": "azure-keyvault-certificates-rust",
+    "desc": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates."
+  },
+  {
+    "id": "azure-keyvault-keys-rust",
+    "name": "azure-keyvault-keys-rust",
+    "desc": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\"."
+  },
+  {
+    "id": "azure-keyvault-keys-ts",
+    "name": "azure-keyvault-keys-ts",
+    "desc": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
+  },
+  {
+    "id": "azure-keyvault-py",
+    "name": "azure-keyvault-py",
+    "desc": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage."
+  },
+  {
+    "id": "azure-keyvault-secrets-rust",
+    "name": "azure-keyvault-secrets-rust",
+    "desc": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\"."
+  },
+  {
+    "id": "azure-keyvault-secrets-ts",
+    "name": "azure-keyvault-secrets-ts",
+    "desc": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
+  },
+  {
+    "id": "azure-maps-search-dotnet",
+    "name": "azure-maps-search-dotnet",
+    "desc": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data."
+  },
+  {
+    "id": "azure-messaging-webpubsub-java",
+    "name": "azure-messaging-webpubsub-java",
+    "desc": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
+  },
+  {
+    "id": "azure-messaging-webpubsubservice-py",
+    "name": "azure-messaging-webpubsubservice-py",
+    "desc": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns."
+  },
+  {
+    "id": "azure-mgmt-apicenter-dotnet",
+    "name": "azure-mgmt-apicenter-dotnet",
+    "desc": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery."
+  },
+  {
+    "id": "azure-mgmt-apicenter-py",
+    "name": "azure-mgmt-apicenter-py",
+    "desc": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization."
+  },
+  {
+    "id": "azure-mgmt-apimanagement-dotnet",
+    "name": "azure-mgmt-apimanagement-dotnet",
+    "desc": "Azure Resource Manager SDK for API Management in .NET."
+  },
+  {
+    "id": "azure-mgmt-apimanagement-py",
+    "name": "azure-mgmt-apimanagement-py",
+    "desc": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies."
+  },
+  {
+    "id": "azure-mgmt-applicationinsights-dotnet",
+    "name": "azure-mgmt-applicationinsights-dotnet",
+    "desc": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management."
+  },
+  {
+    "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
+    "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
+    "desc": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET)."
+  },
+  {
+    "id": "azure-mgmt-botservice-dotnet",
+    "name": "azure-mgmt-botservice-dotnet",
+    "desc": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings."
+  },
+  {
+    "id": "azure-mgmt-botservice-py",
+    "name": "azure-mgmt-botservice-py",
+    "desc": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources."
+  },
+  {
+    "id": "azure-mgmt-fabric-dotnet",
+    "name": "azure-mgmt-fabric-dotnet",
+    "desc": "Azure Resource Manager SDK for Fabric in .NET."
+  },
+  {
+    "id": "azure-mgmt-fabric-py",
+    "name": "azure-mgmt-fabric-py",
+    "desc": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources."
+  },
+  {
+    "id": "azure-mgmt-mongodbatlas-dotnet",
+    "name": "azure-mgmt-mongodbatlas-dotnet",
+    "desc": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
+  },
+  {
+    "id": "azure-mgmt-weightsandbiases-dotnet",
+    "name": "azure-mgmt-weightsandbiases-dotnet",
+    "desc": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability."
+  },
+  {
+    "id": "azure-microsoft-playwright-testing-ts",
+    "name": "azure-microsoft-playwright-testing-ts",
+    "desc": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
+  },
+  {
+    "id": "azure-monitor-ingestion-java",
+    "name": "azure-monitor-ingestion-java",
+    "desc": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE)."
+  },
+  {
+    "id": "azure-monitor-ingestion-py",
+    "name": "azure-monitor-ingestion-py",
+    "desc": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API."
+  },
+  {
+    "id": "azure-monitor-opentelemetry-exporter-java",
+    "name": "azure-monitor-opentelemetry-exporter-java",
+    "desc": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights."
+  },
+  {
+    "id": "azure-monitor-opentelemetry-exporter-py",
+    "name": "azure-monitor-opentelemetry-exporter-py",
+    "desc": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights."
+  },
+  {
+    "id": "azure-monitor-opentelemetry-py",
+    "name": "azure-monitor-opentelemetry-py",
+    "desc": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation."
+  },
+  {
+    "id": "azure-monitor-opentelemetry-ts",
+    "name": "azure-monitor-opentelemetry-ts",
+    "desc": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
+  },
+  {
+    "id": "azure-monitor-query-java",
+    "name": "azure-monitor-query-java",
+    "desc": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources."
+  },
+  {
+    "id": "azure-monitor-query-py",
+    "name": "azure-monitor-query-py",
+    "desc": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics."
+  },
+  {
+    "id": "azure-postgres-ts",
+    "name": "azure-postgres-ts",
+    "desc": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package."
+  },
+  {
+    "id": "azure-resource-manager-cosmosdb-dotnet",
+    "name": "azure-resource-manager-cosmosdb-dotnet",
+    "desc": "Azure Resource Manager SDK for Cosmos DB in .NET."
+  },
+  {
+    "id": "azure-resource-manager-durabletask-dotnet",
+    "name": "azure-resource-manager-durabletask-dotnet",
+    "desc": "Azure Resource Manager SDK for Durable Task Scheduler in .NET."
+  },
+  {
+    "id": "azure-resource-manager-mysql-dotnet",
+    "name": "azure-resource-manager-mysql-dotnet",
+    "desc": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments."
+  },
+  {
+    "id": "azure-resource-manager-playwright-dotnet",
+    "name": "azure-resource-manager-playwright-dotnet",
+    "desc": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET."
+  },
+  {
+    "id": "azure-resource-manager-postgresql-dotnet",
+    "name": "azure-resource-manager-postgresql-dotnet",
+    "desc": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments."
+  },
+  {
+    "id": "azure-resource-manager-redis-dotnet",
+    "name": "azure-resource-manager-redis-dotnet",
+    "desc": "Azure Resource Manager SDK for Redis in .NET."
+  },
+  {
+    "id": "azure-resource-manager-sql-dotnet",
+    "name": "azure-resource-manager-sql-dotnet",
+    "desc": "Azure Resource Manager SDK for Azure SQL in .NET."
+  },
+  {
+    "id": "azure-search-documents-dotnet",
+    "name": "azure-search-documents-dotnet",
+    "desc": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search."
+  },
+  {
+    "id": "azure-search-documents-py",
+    "name": "azure-search-documents-py",
+    "desc": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets."
+  },
+  {
+    "id": "azure-search-documents-ts",
+    "name": "azure-search-documents-ts",
+    "desc": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
+  },
+  {
+    "id": "azure-security-keyvault-keys-dotnet",
+    "name": "azure-security-keyvault-keys-dotnet",
+    "desc": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification."
+  },
+  {
+    "id": "azure-security-keyvault-keys-java",
+    "name": "azure-security-keyvault-keys-java",
+    "desc": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
+  },
+  {
+    "id": "azure-security-keyvault-secrets-java",
+    "name": "azure-security-keyvault-secrets-java",
+    "desc": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
+  },
+  {
+    "id": "azure-servicebus-dotnet",
+    "name": "azure-servicebus-dotnet",
+    "desc": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions."
+  },
+  {
+    "id": "azure-servicebus-py",
+    "name": "azure-servicebus-py",
+    "desc": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns."
+  },
+  {
+    "id": "azure-servicebus-ts",
+    "name": "azure-servicebus-ts",
+    "desc": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
+  },
+  {
+    "id": "azure-speech-to-text-rest-py",
+    "name": "azure-speech-to-text-rest-py",
+    "desc": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK."
+  },
+  {
+    "id": "azure-storage-blob-java",
+    "name": "azure-storage-blob-java",
+    "desc": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
+  },
+  {
+    "id": "azure-storage-blob-py",
+    "name": "azure-storage-blob-py",
+    "desc": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle."
+  },
+  {
+    "id": "azure-storage-blob-rust",
+    "name": "azure-storage-blob-rust",
+    "desc": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers."
+  },
+  {
+    "id": "azure-storage-blob-ts",
+    "name": "azure-storage-blob-ts",
+    "desc": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers."
+  },
+  {
+    "id": "azure-storage-file-datalake-py",
+    "name": "azure-storage-file-datalake-py",
+    "desc": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations."
+  },
+  {
+    "id": "azure-storage-file-share-py",
+    "name": "azure-storage-file-share-py",
+    "desc": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud."
+  },
+  {
+    "id": "azure-storage-file-share-ts",
+    "name": "azure-storage-file-share-ts",
+    "desc": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations."
+  },
+  {
+    "id": "azure-storage-queue-py",
+    "name": "azure-storage-queue-py",
+    "desc": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing."
+  },
+  {
+    "id": "azure-storage-queue-ts",
+    "name": "azure-storage-queue-ts",
+    "desc": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues."
+  },
+  {
+    "id": "azure-web-pubsub-ts",
+    "name": "azure-web-pubsub-ts",
+    "desc": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
+  },
+  {
+    "id": "backend-architect",
+    "name": "backend-architect",
+    "desc": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems."
+  },
+  {
+    "id": "backend-dev-guidelines",
+    "name": "backend-dev-guidelines",
+    "desc": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
+  },
+  {
+    "id": "backend-development-feature-development",
+    "name": "backend-development-feature-development",
+    "desc": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
+  },
+  {
+    "id": "backend-security-coder",
+    "name": "backend-security-coder",
+    "desc": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews."
+  },
+  {
+    "id": "backtesting-frameworks",
+    "name": "backtesting-frameworks",
+    "desc": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
+  },
+  {
+    "id": "bamboohr-automation",
+    "name": "bamboohr-automation",
+    "desc": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
+  },
+  {
+    "id": "basecamp-automation",
+    "name": "basecamp-automation",
+    "desc": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "bash-defensive-patterns",
+    "name": "bash-defensive-patterns",
+    "desc": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
+  },
+  {
+    "id": "bash-linux",
+    "name": "bash-linux",
+    "desc": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
+  },
+  {
+    "id": "bash-pro",
+    "name": "bash-pro",
+    "desc": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n"
+  },
+  {
+    "id": "bats-testing-patterns",
+    "name": "bats-testing-patterns",
+    "desc": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
+  },
+  {
+    "id": "bazel-build-optimization",
+    "name": "bazel-build-optimization",
+    "desc": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
+  },
+  {
+    "id": "beautiful-prose",
+    "name": "beautiful-prose",
+    "desc": "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
+  },
+  {
+    "id": "behavioral-modes",
+    "name": "behavioral-modes",
+    "desc": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
+  },
+  {
+    "id": "bevy-ecs-expert",
+    "name": "bevy-ecs-expert",
+    "desc": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
+  },
+  {
+    "id": "billing-automation",
+    "name": "billing-automation",
+    "desc": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
+  },
+  {
+    "id": "binary-analysis-patterns",
+    "name": "binary-analysis-patterns",
+    "desc": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
+  },
+  {
+    "id": "bitbucket-automation",
+    "name": "bitbucket-automation",
+    "desc": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "blockchain-developer",
+    "name": "blockchain-developer",
+    "desc": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations."
+  },
+  {
+    "id": "blockrun",
+    "name": "blockrun",
+    "desc": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
+  },
+  {
+    "id": "box-automation",
+    "name": "box-automation",
+    "desc": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
+  },
+  {
+    "id": "brainstorming",
+    "name": "brainstorming",
+    "desc": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
+  },
+  {
+    "id": "brand-guidelines-anthropic",
+    "name": "brand-guidelines-anthropic",
+    "desc": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+  },
+  {
+    "id": "brand-guidelines-community",
+    "name": "brand-guidelines-community",
+    "desc": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+  },
+  {
+    "id": "brevo-automation",
+    "name": "brevo-automation",
+    "desc": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
+  },
+  {
+    "id": "broken-authentication",
+    "name": "broken-authentication",
+    "desc": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
+  },
+  {
+    "id": "browser-automation",
+    "name": "browser-automation",
+    "desc": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
+  },
+  {
+    "id": "browser-extension-builder",
+    "name": "browser-extension-builder",
+    "desc": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
+  },
+  {
+    "id": "bullmq-specialist",
+    "name": "bullmq-specialist",
+    "desc": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
+  },
+  {
+    "id": "bun-development",
+    "name": "bun-development",
+    "desc": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
+  },
+  {
+    "id": "burp-suite-testing",
+    "name": "burp-suite-testing",
+    "desc": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
+  },
+  {
+    "id": "business-analyst",
+    "name": "business-analyst",
+    "desc": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations."
+  },
+  {
+    "id": "busybox-on-windows",
+    "name": "busybox-on-windows",
+    "desc": "How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows."
+  },
+  {
+    "id": "c-pro",
+    "name": "c-pro",
+    "desc": "Write efficient C code with proper memory management, pointer"
+  },
+  {
+    "id": "c4-architecture-c4-architecture",
+    "name": "c4-architecture-c4-architecture",
+    "desc": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
+  },
+  {
+    "id": "c4-code",
+    "name": "c4-code",
+    "desc": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure."
+  },
+  {
+    "id": "c4-component",
+    "name": "c4-component",
+    "desc": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships."
+  },
+  {
+    "id": "c4-container",
+    "name": "c4-container",
+    "desc": "Expert C4 Container-level documentation specialist."
+  },
+  {
+    "id": "c4-context",
+    "name": "c4-context",
+    "desc": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies."
+  },
+  {
+    "id": "cal-com-automation",
+    "name": "cal-com-automation",
+    "desc": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
+  },
+  {
+    "id": "calendly-automation",
+    "name": "calendly-automation",
+    "desc": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "canva-automation",
+    "name": "canva-automation",
+    "desc": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
+  },
+  {
+    "id": "canvas-design",
+    "name": "canvas-design",
+    "desc": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
+  },
+  {
+    "id": "carrier-relationship-management",
+    "name": "carrier-relationship-management",
+    "desc": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships."
+  },
+  {
+    "id": "cc-skill-backend-patterns",
+    "name": "cc-skill-backend-patterns",
+    "desc": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
+  },
+  {
+    "id": "cc-skill-clickhouse-io",
+    "name": "cc-skill-clickhouse-io",
+    "desc": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
+  },
+  {
+    "id": "cc-skill-coding-standards",
+    "name": "cc-skill-coding-standards",
+    "desc": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
+  },
+  {
+    "id": "cc-skill-continuous-learning",
+    "name": "cc-skill-continuous-learning",
+    "desc": "Development skill from everything-claude-code"
+  },
+  {
+    "id": "cc-skill-frontend-patterns",
+    "name": "cc-skill-frontend-patterns",
+    "desc": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
+  },
+  {
+    "id": "cc-skill-project-guidelines-example",
+    "name": "cc-skill-project-guidelines-example",
+    "desc": "Project Guidelines Skill (Example)"
+  },
+  {
+    "id": "cc-skill-security-review",
+    "name": "cc-skill-security-review",
+    "desc": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
+  },
+  {
+    "id": "cc-skill-strategic-compact",
+    "name": "cc-skill-strategic-compact",
+    "desc": "Development skill from everything-claude-code"
+  },
+  {
+    "id": "cdk-patterns",
+    "name": "cdk-patterns",
+    "desc": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
+  },
+  {
+    "id": "changelog-automation",
+    "name": "changelog-automation",
+    "desc": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
+  },
+  {
+    "id": "chrome-extension-developer",
+    "name": "chrome-extension-developer",
+    "desc": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
+  },
+  {
+    "id": "cicd-automation-workflow-automate",
+    "name": "cicd-automation-workflow-automate",
+    "desc": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
+  },
+  {
+    "id": "circleci-automation",
+    "name": "circleci-automation",
+    "desc": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
+  },
+  {
+    "id": "clarity-gate",
+    "name": "clarity-gate",
+    "desc": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
+  },
+  {
+    "id": "claude-ally-health",
+    "name": "claude-ally-health",
+    "desc": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
+  },
+  {
+    "id": "claude-code-guide",
+    "name": "claude-code-guide",
+    "desc": "Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\\"Thinking\\\" keywords, debugging techniques, and best practices for interacting wit..."
+  },
+  {
+    "id": "claude-d3js-skill",
+    "name": "claude-d3js-skill",
+    "desc": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
+  },
+  {
+    "id": "claude-scientific-skills",
+    "name": "claude-scientific-skills",
+    "desc": "Scientific research and analysis skills"
+  },
+  {
+    "id": "claude-speed-reader",
+    "name": "claude-speed-reader",
+    "desc": "-Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting"
+  },
+  {
+    "id": "claude-win11-speckit-update-skill",
+    "name": "claude-win11-speckit-update-skill",
+    "desc": "Windows 11 system management"
+  },
+  {
+    "id": "clean-code",
+    "name": "clean-code",
+    "desc": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
+  },
+  {
+    "id": "clerk-auth",
+    "name": "clerk-auth",
+    "desc": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
+  },
+  {
+    "id": "clickup-automation",
+    "name": "clickup-automation",
+    "desc": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "close-automation",
+    "name": "close-automation",
+    "desc": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
+  },
+  {
+    "id": "cloud-architect",
+    "name": "cloud-architect",
+    "desc": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns."
+  },
+  {
+    "id": "cloud-penetration-testing",
+    "name": "cloud-penetration-testing",
+    "desc": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
+  },
+  {
+    "id": "cloudflare-workers-expert",
+    "name": "cloudflare-workers-expert",
+    "desc": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
+  },
+  {
+    "id": "cloudformation-best-practices",
+    "name": "cloudformation-best-practices",
+    "desc": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
+  },
+  {
+    "id": "coda-automation",
+    "name": "coda-automation",
+    "desc": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
+  },
+  {
+    "id": "code-documentation-code-explain",
+    "name": "code-documentation-code-explain",
+    "desc": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
+  },
+  {
+    "id": "code-documentation-doc-generate",
+    "name": "code-documentation-doc-generate",
+    "desc": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+  },
+  {
+    "id": "code-refactoring-context-restore",
+    "name": "code-refactoring-context-restore",
+    "desc": "Use when working with code refactoring context restore"
+  },
+  {
+    "id": "code-refactoring-refactor-clean",
+    "name": "code-refactoring-refactor-clean",
+    "desc": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..."
+  },
+  {
+    "id": "code-refactoring-tech-debt",
+    "name": "code-refactoring-tech-debt",
+    "desc": "You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
+  },
+  {
+    "id": "code-review-ai-ai-review",
+    "name": "code-review-ai-ai-review",
+    "desc": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+  },
+  {
+    "id": "code-review-checklist",
+    "name": "code-review-checklist",
+    "desc": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
+  },
+  {
+    "id": "code-review-excellence",
+    "name": "code-review-excellence",
+    "desc": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
+  },
+  {
+    "id": "code-reviewer",
+    "name": "code-reviewer",
+    "desc": "Elite code review expert specializing in modern AI-powered code"
+  },
+  {
+    "id": "codebase-cleanup-deps-audit",
+    "name": "codebase-cleanup-deps-audit",
+    "desc": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+  },
+  {
+    "id": "codebase-cleanup-refactor-clean",
+    "name": "codebase-cleanup-refactor-clean",
+    "desc": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..."
+  },
+  {
+    "id": "codebase-cleanup-tech-debt",
+    "name": "codebase-cleanup-tech-debt",
+    "desc": "You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
+  },
+  {
+    "id": "codex-review",
+    "name": "codex-review",
+    "desc": "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
+  },
+  {
+    "id": "commit",
+    "name": "commit",
+    "desc": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
+  },
+  {
+    "id": "competitive-landscape",
+    "name": "competitive-landscape",
+    "desc": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",..."
+  },
+  {
+    "id": "competitor-alternatives",
+    "name": "competitor-alternatives",
+    "desc": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
+  },
+  {
+    "id": "comprehensive-review-full-review",
+    "name": "comprehensive-review-full-review",
+    "desc": "Use when working with comprehensive review full review"
+  },
+  {
+    "id": "comprehensive-review-pr-enhance",
+    "name": "comprehensive-review-pr-enhance",
+    "desc": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
+  },
+  {
+    "id": "computer-use-agents",
+    "name": "computer-use-agents",
+    "desc": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
+  },
+  {
+    "id": "computer-vision-expert",
+    "name": "computer-vision-expert",
+    "desc": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
+  },
+  {
+    "id": "concise-planning",
+    "name": "concise-planning",
+    "desc": "Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist."
+  },
+  {
+    "id": "conductor-implement",
+    "name": "conductor-implement",
+    "desc": "Execute tasks from a track's implementation plan following TDD workflow"
+  },
+  {
+    "id": "conductor-manage",
+    "name": "conductor-manage",
+    "desc": "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
+  },
+  {
+    "id": "conductor-new-track",
+    "name": "conductor-new-track",
+    "desc": "Create a new track with specification and phased implementation plan"
+  },
+  {
+    "id": "conductor-revert",
+    "name": "conductor-revert",
+    "desc": "Git-aware undo by logical work unit (track, phase, or task)"
+  },
+  {
+    "id": "conductor-setup",
+    "name": "conductor-setup",
+    "desc": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n"
+  },
+  {
+    "id": "conductor-status",
+    "name": "conductor-status",
+    "desc": "Display project status, active tracks, and next actions"
+  },
+  {
+    "id": "conductor-validator",
+    "name": "conductor-validator",
+    "desc": "Validates Conductor project artifacts for completeness,\nconsistency, and correctness. Use after setup, when diagnosing issues, or\nbefore implementation to verify project context.\n"
+  },
+  {
+    "id": "confluence-automation",
+    "name": "confluence-automation",
+    "desc": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "content-marketer",
+    "name": "content-marketer",
+    "desc": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing."
+  },
+  {
+    "id": "context-compression",
+    "name": "context-compression",
+    "desc": "Design and evaluate compression strategies for long-running sessions"
+  },
+  {
+    "id": "context-degradation",
+    "name": "context-degradation",
+    "desc": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
+  },
+  {
+    "id": "context-driven-development",
+    "name": "context-driven-development",
+    "desc": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and..."
+  },
+  {
+    "id": "context-fundamentals",
+    "name": "context-fundamentals",
+    "desc": "Understand what context is, why it matters, and the anatomy of context in agent systems"
+  },
+  {
+    "id": "context-management-context-restore",
+    "name": "context-management-context-restore",
+    "desc": "Use when working with context management context restore"
+  },
+  {
+    "id": "context-management-context-save",
+    "name": "context-management-context-save",
+    "desc": "Use when working with context management context save"
+  },
+  {
+    "id": "context-manager",
+    "name": "context-manager",
+    "desc": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems."
+  },
+  {
+    "id": "context-optimization",
+    "name": "context-optimization",
+    "desc": "Apply compaction, masking, and caching strategies"
+  },
+  {
+    "id": "context-window-management",
+    "name": "context-window-management",
+    "desc": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
+  },
+  {
+    "id": "context7-auto-research",
+    "name": "context7-auto-research",
+    "desc": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
+  },
+  {
+    "id": "conversation-memory",
+    "name": "conversation-memory",
+    "desc": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
+  },
+  {
+    "id": "convertkit-automation",
+    "name": "convertkit-automation",
+    "desc": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
+  },
+  {
+    "id": "convex",
+    "name": "convex",
+    "desc": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
+  },
+  {
+    "id": "copilot-sdk",
+    "name": "copilot-sdk",
+    "desc": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
+  },
+  {
+    "id": "copy-editing",
+    "name": "copy-editing",
+    "desc": "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this ..."
+  },
+  {
+    "id": "copywriting",
+    "name": "copywriting",
+    "desc": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules."
+  },
+  {
+    "id": "core-components",
+    "name": "core-components",
+    "desc": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
+  },
+  {
+    "id": "cost-optimization",
+    "name": "cost-optimization",
+    "desc": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
+  },
+  {
+    "id": "cpp-pro",
+    "name": "cpp-pro",
+    "desc": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization."
+  },
+  {
+    "id": "cqrs-implementation",
+    "name": "cqrs-implementation",
+    "desc": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
+  },
+  {
+    "id": "create-pr",
+    "name": "create-pr",
+    "desc": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
+  },
+  {
+    "id": "crewai",
+    "name": "crewai",
+    "desc": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
+  },
+  {
+    "id": "crypto-bd-agent",
+    "name": "crypto-bd-agent",
+    "desc": "Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and..."
+  },
+  {
+    "id": "csharp-pro",
+    "name": "csharp-pro",
+    "desc": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing."
+  },
+  {
+    "id": "culture-index",
+    "name": "culture-index",
+    "desc": "Index and search culture documentation"
+  },
+  {
+    "id": "customer-support",
+    "name": "customer-support",
+    "desc": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences."
+  },
+  {
+    "id": "customs-trade-compliance",
+    "name": "customs-trade-compliance",
+    "desc": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions."
+  },
+  {
+    "id": "daily-news-report",
+    "name": "daily-news-report",
+    "desc": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
+  },
+  {
+    "id": "data-engineer",
+    "name": "data-engineer",
+    "desc": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms."
+  },
+  {
+    "id": "data-engineering-data-driven-feature",
+    "name": "data-engineering-data-driven-feature",
+    "desc": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
+  },
+  {
+    "id": "data-engineering-data-pipeline",
+    "name": "data-engineering-data-pipeline",
+    "desc": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
+  },
+  {
+    "id": "data-quality-frameworks",
+    "name": "data-quality-frameworks",
+    "desc": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
+  },
+  {
+    "id": "data-scientist",
+    "name": "data-scientist",
+    "desc": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence."
+  },
+  {
+    "id": "data-storytelling",
+    "name": "data-storytelling",
+    "desc": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
+  },
+  {
+    "id": "data-structure-protocol",
+    "name": "data-structure-protocol",
+    "desc": "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
+  },
+  {
+    "id": "database-admin",
+    "name": "database-admin",
+    "desc": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering."
+  },
+  {
+    "id": "database-architect",
+    "name": "database-architect",
+    "desc": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures."
+  },
+  {
+    "id": "database-cloud-optimization-cost-optimize",
+    "name": "database-cloud-optimization-cost-optimize",
+    "desc": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
+  },
+  {
+    "id": "database-design",
+    "name": "database-design",
+    "desc": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
+  },
+  {
+    "id": "database-migration",
+    "name": "database-migration",
+    "desc": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
+  },
+  {
+    "id": "database-migrations-migration-observability",
+    "name": "database-migrations-migration-observability",
+    "desc": "Migration monitoring, CDC, and observability infrastructure"
+  },
+  {
+    "id": "database-migrations-sql-migrations",
+    "name": "database-migrations-sql-migrations",
+    "desc": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
+  },
+  {
+    "id": "database-optimizer",
+    "name": "database-optimizer",
+    "desc": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures."
+  },
+  {
+    "id": "datadog-automation",
+    "name": "datadog-automation",
+    "desc": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
+  },
+  {
+    "id": "dbos-golang",
+    "name": "dbos-golang",
+    "desc": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
+  },
+  {
+    "id": "dbos-python",
+    "name": "dbos-python",
+    "desc": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
+  },
+  {
+    "id": "dbos-typescript",
+    "name": "dbos-typescript",
+    "desc": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
+  },
+  {
+    "id": "dbt-transformation-patterns",
+    "name": "dbt-transformation-patterns",
+    "desc": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
+  },
+  {
+    "id": "ddd-context-mapping",
+    "name": "ddd-context-mapping",
+    "desc": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
+  },
+  {
+    "id": "ddd-strategic-design",
+    "name": "ddd-strategic-design",
+    "desc": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
+  },
+  {
+    "id": "ddd-tactical-patterns",
+    "name": "ddd-tactical-patterns",
+    "desc": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
+  },
+  {
+    "id": "debugger",
+    "name": "debugger",
+    "desc": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n"
+  },
+  {
+    "id": "debugging-strategies",
+    "name": "debugging-strategies",
+    "desc": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
+  },
+  {
+    "id": "debugging-toolkit-smart-debug",
+    "name": "debugging-toolkit-smart-debug",
+    "desc": "Use when working with debugging toolkit smart debug"
+  },
+  {
+    "id": "deep-research",
+    "name": "deep-research",
+    "desc": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
+  },
+  {
+    "id": "defi-protocol-templates",
+    "name": "defi-protocol-templates",
+    "desc": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
+  },
+  {
+    "id": "dependency-management-deps-audit",
+    "name": "dependency-management-deps-audit",
+    "desc": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+  },
+  {
+    "id": "dependency-upgrade",
+    "name": "dependency-upgrade",
+    "desc": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
+  },
+  {
+    "id": "deployment-engineer",
+    "name": "deployment-engineer",
+    "desc": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation."
+  },
+  {
+    "id": "deployment-pipeline-design",
+    "name": "deployment-pipeline-design",
+    "desc": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
+  },
+  {
+    "id": "deployment-procedures",
+    "name": "deployment-procedures",
+    "desc": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
+  },
+  {
+    "id": "deployment-validation-config-validate",
+    "name": "deployment-validation-config-validate",
+    "desc": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
+  },
+  {
+    "id": "design-md",
+    "name": "design-md",
+    "desc": "Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files"
+  },
+  {
+    "id": "design-orchestration",
+    "name": "design-orchestration",
+    "desc": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order."
+  },
+  {
+    "id": "devops-troubleshooter",
+    "name": "devops-troubleshooter",
+    "desc": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability."
+  },
+  {
+    "id": "discord-automation",
+    "name": "discord-automation",
+    "desc": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
+  },
+  {
+    "id": "discord-bot-architect",
+    "name": "discord-bot-architect",
+    "desc": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
+  },
+  {
+    "id": "dispatching-parallel-agents",
+    "name": "dispatching-parallel-agents",
+    "desc": "Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies"
+  },
+  {
+    "id": "distributed-debugging-debug-trace",
+    "name": "distributed-debugging-debug-trace",
+    "desc": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
+  },
+  {
+    "id": "distributed-tracing",
+    "name": "distributed-tracing",
+    "desc": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
+  },
+  {
+    "id": "django-pro",
+    "name": "django-pro",
+    "desc": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment."
+  },
+  {
+    "id": "doc-coauthoring",
+    "name": "doc-coauthoring",
+    "desc": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
+  },
+  {
+    "id": "docs-architect",
+    "name": "docs-architect",
+    "desc": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks."
+  },
+  {
+    "id": "documentation-generation-doc-generate",
+    "name": "documentation-generation-doc-generate",
+    "desc": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+  },
+  {
+    "id": "documentation-templates",
+    "name": "documentation-templates",
+    "desc": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
+  },
+  {
+    "id": "docusign-automation",
+    "name": "docusign-automation",
+    "desc": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
+  },
+  {
+    "id": "docx-official",
+    "name": "docx-official",
+    "desc": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
+  },
+  {
+    "id": "domain-driven-design",
+    "name": "domain-driven-design",
+    "desc": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
+  },
+  {
+    "id": "dotnet-architect",
+    "name": "dotnet-architect",
+    "desc": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns."
+  },
+  {
+    "id": "dotnet-backend",
+    "name": "dotnet-backend",
+    "desc": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
+  },
+  {
+    "id": "dotnet-backend-patterns",
+    "name": "dotnet-backend-patterns",
+    "desc": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
+  },
+  {
+    "id": "dropbox-automation",
+    "name": "dropbox-automation",
+    "desc": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "dx-optimizer",
+    "name": "dx-optimizer",
+    "desc": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed."
+  },
+  {
+    "id": "e2e-testing-patterns",
+    "name": "e2e-testing-patterns",
+    "desc": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
+  },
+  {
+    "id": "elixir-pro",
+    "name": "elixir-pro",
+    "desc": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems."
+  },
+  {
+    "id": "email-sequence",
+    "name": "email-sequence",
+    "desc": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
+  },
+  {
+    "id": "email-systems",
+    "name": "email-systems",
+    "desc": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov..."
+  },
+  {
+    "id": "embedding-strategies",
+    "name": "embedding-strategies",
+    "desc": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
+  },
+  {
+    "id": "employment-contract-templates",
+    "name": "employment-contract-templates",
+    "desc": "Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment docume..."
+  },
+  {
+    "id": "energy-procurement",
+    "name": "energy-procurement",
+    "desc": "Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy cost management."
+  },
+  {
+    "id": "environment-setup-guide",
+    "name": "environment-setup-guide",
+    "desc": "Guide developers through setting up development environments with proper tools, dependencies, and configurations"
+  },
+  {
+    "id": "error-debugging-error-analysis",
+    "name": "error-debugging-error-analysis",
+    "desc": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+  },
+  {
+    "id": "error-debugging-error-trace",
+    "name": "error-debugging-error-trace",
+    "desc": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
+  },
+  {
+    "id": "error-debugging-multi-agent-review",
+    "name": "error-debugging-multi-agent-review",
+    "desc": "Use when working with error debugging multi agent review"
+  },
+  {
+    "id": "error-detective",
+    "name": "error-detective",
+    "desc": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes."
+  },
+  {
+    "id": "error-diagnostics-error-analysis",
+    "name": "error-diagnostics-error-analysis",
+    "desc": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+  },
+  {
+    "id": "error-diagnostics-error-trace",
+    "name": "error-diagnostics-error-trace",
+    "desc": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
+  },
+  {
+    "id": "error-diagnostics-smart-debug",
+    "name": "error-diagnostics-smart-debug",
+    "desc": "Use when working with error diagnostics smart debug"
+  },
+  {
+    "id": "error-handling-patterns",
+    "name": "error-handling-patterns",
+    "desc": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
+  },
+  {
+    "id": "ethical-hacking-methodology",
+    "name": "ethical-hacking-methodology",
+    "desc": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
+  },
+  {
+    "id": "evaluation",
+    "name": "evaluation",
+    "desc": "Build evaluation frameworks for agent systems"
+  },
+  {
+    "id": "event-sourcing-architect",
+    "name": "event-sourcing-architect",
+    "desc": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
+  },
+  {
+    "id": "event-store-design",
+    "name": "event-store-design",
+    "desc": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
+  },
+  {
+    "id": "exa-search",
+    "name": "exa-search",
+    "desc": "Semantic search, similar content discovery, and structured research using Exa API"
+  },
+  {
+    "id": "executing-plans",
+    "name": "executing-plans",
+    "desc": "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
+  },
+  {
+    "id": "expo-deployment",
+    "name": "expo-deployment",
+    "desc": "Deploy Expo apps to production"
+  },
+  {
+    "id": "fal-audio",
+    "name": "fal-audio",
+    "desc": "Text-to-speech and speech-to-text using fal.ai audio models"
+  },
+  {
+    "id": "fal-generate",
+    "name": "fal-generate",
+    "desc": "Generate images and videos using fal.ai AI models"
+  },
+  {
+    "id": "fal-image-edit",
+    "name": "fal-image-edit",
+    "desc": "AI-powered image editing with style transfer and object removal"
+  },
+  {
+    "id": "fal-platform",
+    "name": "fal-platform",
+    "desc": "Platform APIs for model management, pricing, and usage tracking"
+  },
+  {
+    "id": "fal-upscale",
+    "name": "fal-upscale",
+    "desc": "Upscale and enhance image and video resolution using AI"
+  },
+  {
+    "id": "fal-workflow",
+    "name": "fal-workflow",
+    "desc": "Generate workflow JSON files for chaining AI models"
+  },
+  {
+    "id": "fastapi-pro",
+    "name": "fastapi-pro",
+    "desc": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns."
+  },
+  {
+    "id": "fastapi-router-py",
+    "name": "fastapi-router-py",
+    "desc": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
+  },
+  {
+    "id": "fastapi-templates",
+    "name": "fastapi-templates",
+    "desc": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
+  },
+  {
+    "id": "ffuf-claude-skill",
+    "name": "ffuf-claude-skill",
+    "desc": "Web fuzzing with ffuf"
+  },
+  {
+    "id": "figma-automation",
+    "name": "figma-automation",
+    "desc": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
+  },
+  {
+    "id": "file-organizer",
+    "name": "file-organizer",
+    "desc": "Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downlo..."
+  },
+  {
+    "id": "file-path-traversal",
+    "name": "file-path-traversal",
+    "desc": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
+  },
+  {
+    "id": "file-uploads",
+    "name": "file-uploads",
+    "desc": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
+  },
+  {
+    "id": "find-bugs",
+    "name": "find-bugs",
+    "desc": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
+  },
+  {
+    "id": "finishing-a-development-branch",
+    "name": "finishing-a-development-branch",
+    "desc": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
+  },
+  {
+    "id": "firebase",
+    "name": "firebase",
+    "desc": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
+  },
+  {
+    "id": "firecrawl-scraper",
+    "name": "firecrawl-scraper",
+    "desc": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
+  },
+  {
+    "id": "firmware-analyst",
+    "name": "firmware-analyst",
+    "desc": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering."
+  },
+  {
+    "id": "fix-review",
+    "name": "fix-review",
+    "desc": "Verify fix commits address audit findings without new bugs"
+  },
+  {
+    "id": "flutter-expert",
+    "name": "flutter-expert",
+    "desc": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment."
+  },
+  {
+    "id": "form-cro",
+    "name": "form-cro",
+    "desc": "Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms."
+  },
+  {
+    "id": "fp-ts-errors",
+    "name": "fp-ts-errors",
+    "desc": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
+  },
+  {
+    "id": "fp-ts-pragmatic",
+    "name": "fp-ts-pragmatic",
+    "desc": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
+  },
+  {
+    "id": "fp-ts-react",
+    "name": "fp-ts-react",
+    "desc": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
+  },
+  {
+    "id": "framework-migration-code-migrate",
+    "name": "framework-migration-code-migrate",
+    "desc": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
+  },
+  {
+    "id": "framework-migration-deps-upgrade",
+    "name": "framework-migration-deps-upgrade",
+    "desc": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
+  },
+  {
+    "id": "framework-migration-legacy-modernize",
+    "name": "framework-migration-legacy-modernize",
+    "desc": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
+  },
+  {
+    "id": "free-tool-strategy",
+    "name": "free-tool-strategy",
+    "desc": "When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
+  },
+  {
+    "id": "freshdesk-automation",
+    "name": "freshdesk-automation",
+    "desc": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "freshservice-automation",
+    "name": "freshservice-automation",
+    "desc": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
+  },
+  {
+    "id": "frontend-design",
+    "name": "frontend-design",
+    "desc": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
+  },
+  {
+    "id": "frontend-dev-guidelines",
+    "name": "frontend-dev-guidelines",
+    "desc": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
+  },
+  {
+    "id": "frontend-developer",
+    "name": "frontend-developer",
+    "desc": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture."
+  },
+  {
+    "id": "frontend-mobile-development-component-scaffold",
+    "name": "frontend-mobile-development-component-scaffold",
+    "desc": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
+  },
+  {
+    "id": "frontend-mobile-security-xss-scan",
+    "name": "frontend-mobile-security-xss-scan",
+    "desc": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
+  },
+  {
+    "id": "frontend-security-coder",
+    "name": "frontend-security-coder",
+    "desc": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns."
+  },
+  {
+    "id": "frontend-slides",
+    "name": "frontend-slides",
+    "desc": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
+  },
+  {
+    "id": "frontend-ui-dark-ts",
+    "name": "frontend-ui-dark-ts",
+    "desc": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
+  },
+  {
+    "id": "full-stack-orchestration-full-stack-feature",
+    "name": "full-stack-orchestration-full-stack-feature",
+    "desc": "Use when working with full stack orchestration full stack feature"
+  },
+  {
+    "id": "game-development",
+    "name": "game-development",
+    "desc": "Game development orchestrator. Routes to platform-specific skills based on project needs."
+  },
+  {
+    "id": "gcp-cloud-run",
+    "name": "gcp-cloud-run",
+    "desc": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
+  },
+  {
+    "id": "gdpr-data-handling",
+    "name": "gdpr-data-handling",
+    "desc": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
+  },
+  {
+    "id": "gemini-api-dev",
+    "name": "gemini-api-dev",
+    "desc": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
+  },
+  {
+    "id": "gemini-api-integration",
+    "name": "gemini-api-integration",
+    "desc": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices."
+  },
+  {
+    "id": "geo-fundamentals",
+    "name": "geo-fundamentals",
+    "desc": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
+  },
+  {
+    "id": "git-advanced-workflows",
+    "name": "git-advanced-workflows",
+    "desc": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
+  },
+  {
+    "id": "git-pr-workflows-git-workflow",
+    "name": "git-pr-workflows-git-workflow",
+    "desc": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
+  },
+  {
+    "id": "git-pr-workflows-onboard",
+    "name": "git-pr-workflows-onboard",
+    "desc": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
+  },
+  {
+    "id": "git-pr-workflows-pr-enhance",
+    "name": "git-pr-workflows-pr-enhance",
+    "desc": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
+  },
+  {
+    "id": "git-pushing",
+    "name": "git-pushing",
+    "desc": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
+  },
+  {
+    "id": "github-actions-templates",
+    "name": "github-actions-templates",
+    "desc": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
+  },
+  {
+    "id": "github-automation",
+    "name": "github-automation",
+    "desc": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
+  },
+  {
+    "id": "github-issue-creator",
+    "name": "github-issue-creator",
+    "desc": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
+  },
+  {
+    "id": "github-workflow-automation",
+    "name": "github-workflow-automation",
+    "desc": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
+  },
+  {
+    "id": "gitlab-automation",
+    "name": "gitlab-automation",
+    "desc": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "gitlab-ci-patterns",
+    "name": "gitlab-ci-patterns",
+    "desc": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
+  },
+  {
+    "id": "gitops-workflow",
+    "name": "gitops-workflow",
+    "desc": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
+  },
+  {
+    "id": "gmail-automation",
+    "name": "gmail-automation",
+    "desc": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
+  },
+  {
+    "id": "go-concurrency-patterns",
+    "name": "go-concurrency-patterns",
+    "desc": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
+  },
+  {
+    "id": "go-playwright",
+    "name": "go-playwright",
+    "desc": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
+  },
+  {
+    "id": "go-rod-master",
+    "name": "go-rod-master",
+    "desc": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
+  },
+  {
+    "id": "godot-4-migration",
+    "name": "godot-4-migration",
+    "desc": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
+  },
+  {
+    "id": "godot-gdscript-patterns",
+    "name": "godot-gdscript-patterns",
+    "desc": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
+  },
+  {
+    "id": "golang-pro",
+    "name": "golang-pro",
+    "desc": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices."
+  },
+  {
+    "id": "google-analytics-automation",
+    "name": "google-analytics-automation",
+    "desc": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
+  },
+  {
+    "id": "google-calendar-automation",
+    "name": "google-calendar-automation",
+    "desc": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
+  },
+  {
+    "id": "google-drive-automation",
+    "name": "google-drive-automation",
+    "desc": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
+  },
+  {
+    "id": "googlesheets-automation",
+    "name": "googlesheets-automation",
+    "desc": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
+  },
+  {
+    "id": "grafana-dashboards",
+    "name": "grafana-dashboards",
+    "desc": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
+  },
+  {
+    "id": "graphql",
+    "name": "graphql",
+    "desc": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
+  },
+  {
+    "id": "graphql-architect",
+    "name": "graphql-architect",
+    "desc": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems."
+  },
+  {
+    "id": "grpc-golang",
+    "name": "grpc-golang",
+    "desc": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
+  },
+  {
+    "id": "haskell-pro",
+    "name": "haskell-pro",
+    "desc": "Expert Haskell engineer specializing in advanced type systems, pure"
+  },
+  {
+    "id": "helm-chart-scaffolding",
+    "name": "helm-chart-scaffolding",
+    "desc": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
+  },
+  {
+    "id": "helpdesk-automation",
+    "name": "helpdesk-automation",
+    "desc": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
+  },
+  {
+    "id": "hierarchical-agent-memory",
+    "name": "hierarchical-agent-memory",
+    "desc": "Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context."
+  },
+  {
+    "id": "hig-components-content",
+    "name": "hig-components-content",
+    "desc": "Apple Human Interface Guidelines for content display components."
+  },
+  {
+    "id": "hig-components-controls",
+    "name": "hig-components-controls",
+    "desc": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual..."
+  },
+  {
+    "id": "hig-components-dialogs",
+    "name": "hig-components-dialogs",
+    "desc": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views."
+  },
+  {
+    "id": "hig-components-layout",
+    "name": "hig-components-layout",
+    "desc": "Apple Human Interface Guidelines for layout and navigation components."
+  },
+  {
+    "id": "hig-components-menus",
+    "name": "hig-components-menus",
+    "desc": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure..."
+  },
+  {
+    "id": "hig-components-search",
+    "name": "hig-components-search",
+    "desc": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls."
+  },
+  {
+    "id": "hig-components-status",
+    "name": "hig-components-status",
+    "desc": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings."
+  },
+  {
+    "id": "hig-components-system",
+    "name": "hig-components-system",
+    "desc": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts."
+  },
+  {
+    "id": "hig-foundations",
+    "name": "hig-foundations",
+    "desc": "Apple Human Interface Guidelines design foundations."
+  },
+  {
+    "id": "hig-inputs",
+    "name": "hig-inputs",
+    "desc": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial..."
+  },
+  {
+    "id": "hig-patterns",
+    "name": "hig-patterns",
+    "desc": "Apple Human Interface Guidelines interaction and UX patterns."
+  },
+  {
+    "id": "hig-platforms",
+    "name": "hig-platforms",
+    "desc": "Apple Human Interface Guidelines for platform-specific design."
+  },
+  {
+    "id": "hig-project-context",
+    "name": "hig-project-context",
+    "desc": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance."
+  },
+  {
+    "id": "hig-technologies",
+    "name": "hig-technologies",
+    "desc": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,..."
+  },
+  {
+    "id": "hosted-agents-v2-py",
+    "name": "hosted-agents-v2-py",
+    "desc": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
+  },
+  {
+    "id": "hr-pro",
+    "name": "hr-pro",
+    "desc": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations."
+  },
+  {
+    "id": "html-injection-testing",
+    "name": "html-injection-testing",
+    "desc": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
+  },
+  {
+    "id": "hubspot-automation",
+    "name": "hubspot-automation",
+    "desc": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
+  },
+  {
+    "id": "hubspot-integration",
+    "name": "hubspot-integration",
+    "desc": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
+  },
+  {
+    "id": "hugging-face-cli",
+    "name": "hugging-face-cli",
+    "desc": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
+  },
+  {
+    "id": "hugging-face-jobs",
+    "name": "hugging-face-jobs",
+    "desc": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
+  },
+  {
+    "id": "hybrid-cloud-architect",
+    "name": "hybrid-cloud-architect",
+    "desc": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware)."
+  },
+  {
+    "id": "hybrid-cloud-networking",
+    "name": "hybrid-cloud-networking",
+    "desc": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
+  },
+  {
+    "id": "hybrid-search-implementation",
+    "name": "hybrid-search-implementation",
+    "desc": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
+  },
+  {
+    "id": "i18n-localization",
+    "name": "i18n-localization",
+    "desc": "Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support."
+  },
+  {
+    "id": "idor-testing",
+    "name": "idor-testing",
+    "desc": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
+  },
+  {
+    "id": "imagen",
+    "name": "imagen",
+    "desc": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
+  },
+  {
+    "id": "incident-responder",
+    "name": "incident-responder",
+    "desc": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management."
+  },
+  {
+    "id": "incident-response-incident-response",
+    "name": "incident-response-incident-response",
+    "desc": "Use when working with incident response incident response"
+  },
+  {
+    "id": "incident-response-smart-fix",
+    "name": "incident-response-smart-fix",
+    "desc": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
+  },
+  {
+    "id": "incident-runbook-templates",
+    "name": "incident-runbook-templates",
+    "desc": "Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident resp..."
+  },
+  {
+    "id": "infinite-gratitude",
+    "name": "infinite-gratitude",
+    "desc": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
+  },
+  {
+    "id": "inngest",
+    "name": "inngest",
+    "desc": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
+  },
+  {
+    "id": "instagram-automation",
+    "name": "instagram-automation",
+    "desc": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
+  },
+  {
+    "id": "interactive-portfolio",
+    "name": "interactive-portfolio",
+    "desc": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
+  },
+  {
+    "id": "intercom-automation",
+    "name": "intercom-automation",
+    "desc": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
+  },
+  {
+    "id": "internal-comms-anthropic",
+    "name": "internal-comms-anthropic",
+    "desc": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+  },
+  {
+    "id": "internal-comms-community",
+    "name": "internal-comms-community",
+    "desc": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+  },
+  {
+    "id": "inventory-demand-planning",
+    "name": "inventory-demand-planning",
+    "desc": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers."
+  },
+  {
+    "id": "ios-developer",
+    "name": "ios-developer",
+    "desc": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization."
+  },
+  {
+    "id": "istio-traffic-management",
+    "name": "istio-traffic-management",
+    "desc": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
+  },
+  {
+    "id": "iterate-pr",
+    "name": "iterate-pr",
+    "desc": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
+  },
+  {
+    "id": "java-pro",
+    "name": "java-pro",
+    "desc": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns."
+  },
+  {
+    "id": "javascript-mastery",
+    "name": "javascript-mastery",
+    "desc": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
+  },
+  {
+    "id": "javascript-pro",
+    "name": "javascript-pro",
+    "desc": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility."
+  },
+  {
+    "id": "javascript-testing-patterns",
+    "name": "javascript-testing-patterns",
+    "desc": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
+  },
+  {
+    "id": "javascript-typescript-typescript-scaffold",
+    "name": "javascript-typescript-typescript-scaffold",
+    "desc": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
+  },
+  {
+    "id": "jira-automation",
+    "name": "jira-automation",
+    "desc": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
+  },
+  {
+    "id": "julia-pro",
+    "name": "julia-pro",
+    "desc": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices."
+  },
+  {
+    "id": "k8s-manifest-generator",
+    "name": "k8s-manifest-generator",
+    "desc": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
+  },
+  {
+    "id": "k8s-security-policies",
+    "name": "k8s-security-policies",
+    "desc": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
+  },
+  {
+    "id": "kaizen",
+    "name": "kaizen",
+    "desc": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
+  },
+  {
+    "id": "klaviyo-automation",
+    "name": "klaviyo-automation",
+    "desc": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
+  },
+  {
+    "id": "kotlin-coroutines-expert",
+    "name": "kotlin-coroutines-expert",
+    "desc": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
+  },
+  {
+    "id": "kpi-dashboard-design",
+    "name": "kpi-dashboard-design",
+    "desc": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
+  },
+  {
+    "id": "kubernetes-architect",
+    "name": "kubernetes-architect",
+    "desc": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration."
+  },
+  {
+    "id": "langchain-architecture",
+    "name": "langchain-architecture",
+    "desc": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
+  },
+  {
+    "id": "langfuse",
+    "name": "langfuse",
+    "desc": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
+  },
+  {
+    "id": "langgraph",
+    "name": "langgraph",
+    "desc": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
+  },
+  {
+    "id": "laravel-expert",
+    "name": "laravel-expert",
+    "desc": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
+  },
+  {
+    "id": "laravel-security-audit",
+    "name": "laravel-security-audit",
+    "desc": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
+  },
+  {
+    "id": "last30days",
+    "name": "last30days",
+    "desc": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
+  },
+  {
+    "id": "launch-strategy",
+    "name": "launch-strategy",
+    "desc": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,'..."
+  },
+  {
+    "id": "legacy-modernizer",
+    "name": "legacy-modernizer",
+    "desc": "Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility."
+  },
+  {
+    "id": "legal-advisor",
+    "name": "legal-advisor",
+    "desc": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements."
+  },
+  {
+    "id": "lightning-architecture-review",
+    "name": "lightning-architecture-review",
+    "desc": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support."
+  },
+  {
+    "id": "lightning-channel-factories",
+    "name": "lightning-channel-factories",
+    "desc": "Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, and watchtower breach detection."
+  },
+  {
+    "id": "lightning-factory-explainer",
+    "name": "lightning-factory-explainer",
+    "desc": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required."
+  },
+  {
+    "id": "linear-automation",
+    "name": "linear-automation",
+    "desc": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
+  },
+  {
+    "id": "linear-claude-skill",
+    "name": "linear-claude-skill",
+    "desc": "Manage Linear issues, projects, and teams"
+  },
+  {
+    "id": "linkedin-automation",
+    "name": "linkedin-automation",
+    "desc": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
+  },
+  {
+    "id": "linkedin-cli",
+    "name": "linkedin-cli",
+    "desc": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
+  },
+  {
+    "id": "linkerd-patterns",
+    "name": "linkerd-patterns",
+    "desc": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
+  },
+  {
+    "id": "lint-and-validate",
+    "name": "lint-and-validate",
+    "desc": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
+  },
+  {
+    "id": "linux-privilege-escalation",
+    "name": "linux-privilege-escalation",
+    "desc": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
+  },
+  {
+    "id": "linux-shell-scripting",
+    "name": "linux-shell-scripting",
+    "desc": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
+  },
+  {
+    "id": "llm-app-patterns",
+    "name": "llm-app-patterns",
+    "desc": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
+  },
+  {
+    "id": "llm-application-dev-ai-assistant",
+    "name": "llm-application-dev-ai-assistant",
+    "desc": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
+  },
+  {
+    "id": "llm-application-dev-langchain-agent",
+    "name": "llm-application-dev-langchain-agent",
+    "desc": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
+  },
+  {
+    "id": "llm-application-dev-prompt-optimize",
+    "name": "llm-application-dev-prompt-optimize",
+    "desc": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
+  },
+  {
+    "id": "llm-evaluation",
+    "name": "llm-evaluation",
+    "desc": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
+  },
+  {
+    "id": "llm-prompt-optimizer",
+    "name": "llm-prompt-optimizer",
+    "desc": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage."
+  },
+  {
+    "id": "local-legal-seo-audit",
+    "name": "local-legal-seo-audit",
+    "desc": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
+  },
+  {
+    "id": "logistics-exception-management",
+    "name": "logistics-exception-management",
+    "desc": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience."
+  },
+  {
+    "id": "loki-mode",
+    "name": "loki-mode",
+    "desc": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
+  },
+  {
+    "id": "m365-agents-dotnet",
+    "name": "m365-agents-dotnet",
+    "desc": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth."
+  },
+  {
+    "id": "m365-agents-py",
+    "name": "m365-agents-py",
+    "desc": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth."
+  },
+  {
+    "id": "m365-agents-ts",
+    "name": "m365-agents-ts",
+    "desc": "Microsoft 365 Agents SDK for TypeScript/Node.js."
+  },
+  {
+    "id": "machine-learning-ops-ml-pipeline",
+    "name": "machine-learning-ops-ml-pipeline",
+    "desc": "Design and implement a complete ML pipeline for: $ARGUMENTS"
+  },
+  {
+    "id": "mailchimp-automation",
+    "name": "mailchimp-automation",
+    "desc": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "make-automation",
+    "name": "make-automation",
+    "desc": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
+  },
+  {
+    "id": "makepad-skills",
+    "name": "makepad-skills",
+    "desc": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
+  },
+  {
+    "id": "malware-analyst",
+    "name": "malware-analyst",
+    "desc": "Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification."
+  },
+  {
+    "id": "manifest",
+    "name": "manifest",
+    "desc": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
+  },
+  {
+    "id": "market-sizing-analysis",
+    "name": "market-sizing-analysis",
+    "desc": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or..."
+  },
+  {
+    "id": "marketing-ideas",
+    "name": "marketing-ideas",
+    "desc": "Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system."
+  },
+  {
+    "id": "marketing-psychology",
+    "name": "marketing-psychology",
+    "desc": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
+  },
+  {
+    "id": "mcp-builder",
+    "name": "mcp-builder",
+    "desc": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+  },
+  {
+    "id": "mcp-builder-ms",
+    "name": "mcp-builder-ms",
+    "desc": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+  },
+  {
+    "id": "memory-forensics",
+    "name": "memory-forensics",
+    "desc": "Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating inciden..."
+  },
+  {
+    "id": "memory-safety-patterns",
+    "name": "memory-safety-patterns",
+    "desc": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
+  },
+  {
+    "id": "memory-systems",
+    "name": "memory-systems",
+    "desc": "Design short-term, long-term, and graph-based memory architectures"
+  },
+  {
+    "id": "mermaid-expert",
+    "name": "mermaid-expert",
+    "desc": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling."
+  },
+  {
+    "id": "metasploit-framework",
+    "name": "metasploit-framework",
+    "desc": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
+  },
+  {
+    "id": "micro-saas-launcher",
+    "name": "micro-saas-launcher",
+    "desc": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
+  },
+  {
+    "id": "microservices-patterns",
+    "name": "microservices-patterns",
+    "desc": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
+  },
+  {
+    "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
+    "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
+    "desc": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions."
+  },
+  {
+    "id": "microsoft-teams-automation",
+    "name": "microsoft-teams-automation",
+    "desc": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
+  },
+  {
+    "id": "minecraft-bukkit-pro",
+    "name": "minecraft-bukkit-pro",
+    "desc": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs."
+  },
+  {
+    "id": "miro-automation",
+    "name": "miro-automation",
+    "desc": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
+  },
+  {
+    "id": "mixpanel-automation",
+    "name": "mixpanel-automation",
+    "desc": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
+  },
+  {
+    "id": "ml-engineer",
+    "name": "ml-engineer",
+    "desc": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring."
+  },
+  {
+    "id": "ml-pipeline-workflow",
+    "name": "ml-pipeline-workflow",
+    "desc": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
+  },
+  {
+    "id": "mlops-engineer",
+    "name": "mlops-engineer",
+    "desc": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools."
+  },
+  {
+    "id": "mobile-design",
+    "name": "mobile-design",
+    "desc": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
+  },
+  {
+    "id": "mobile-developer",
+    "name": "mobile-developer",
+    "desc": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization."
+  },
+  {
+    "id": "mobile-security-coder",
+    "name": "mobile-security-coder",
+    "desc": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns."
+  },
+  {
+    "id": "modern-javascript-patterns",
+    "name": "modern-javascript-patterns",
+    "desc": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
+  },
+  {
+    "id": "monday-automation",
+    "name": "monday-automation",
+    "desc": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "monorepo-architect",
+    "name": "monorepo-architect",
+    "desc": "Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup,"
+  },
+  {
+    "id": "monorepo-management",
+    "name": "monorepo-management",
+    "desc": "Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monor..."
+  },
+  {
+    "id": "moodle-external-api-development",
+    "name": "moodle-external-api-development",
+    "desc": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
+  },
+  {
+    "id": "mtls-configuration",
+    "name": "mtls-configuration",
+    "desc": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
+  },
+  {
+    "id": "multi-agent-brainstorming",
+    "name": "multi-agent-brainstorming",
+    "desc": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
+  },
+  {
+    "id": "multi-agent-patterns",
+    "name": "multi-agent-patterns",
+    "desc": "Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures"
+  },
+  {
+    "id": "multi-cloud-architecture",
+    "name": "multi-cloud-architecture",
+    "desc": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
+  },
+  {
+    "id": "multi-platform-apps-multi-platform",
+    "name": "multi-platform-apps-multi-platform",
+    "desc": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
+  },
+  {
+    "id": "n8n-code-python",
+    "name": "n8n-code-python",
+    "desc": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
+  },
+  {
+    "id": "n8n-mcp-tools-expert",
+    "name": "n8n-mcp-tools-expert",
+    "desc": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
+  },
+  {
+    "id": "n8n-node-configuration",
+    "name": "n8n-node-configuration",
+    "desc": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
+  },
+  {
+    "id": "nanobanana-ppt-skills",
+    "name": "nanobanana-ppt-skills",
+    "desc": "AI-powered PPT generation with document analysis and styled images"
+  },
+  {
+    "id": "neon-postgres",
+    "name": "neon-postgres",
+    "desc": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
+  },
+  {
+    "id": "nerdzao-elite",
+    "name": "nerdzao-elite",
+    "desc": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
+  },
+  {
+    "id": "nerdzao-elite-gemini-high",
+    "name": "nerdzao-elite-gemini-high",
+    "desc": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
+  },
+  {
+    "id": "network-101",
+    "name": "network-101",
+    "desc": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
+  },
+  {
+    "id": "network-engineer",
+    "name": "network-engineer",
+    "desc": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization."
+  },
+  {
+    "id": "nextjs-app-router-patterns",
+    "name": "nextjs-app-router-patterns",
+    "desc": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
+  },
+  {
+    "id": "nextjs-best-practices",
+    "name": "nextjs-best-practices",
+    "desc": "Next.js App Router principles. Server Components, data fetching, routing patterns."
+  },
+  {
+    "id": "nextjs-supabase-auth",
+    "name": "nextjs-supabase-auth",
+    "desc": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
+  },
+  {
+    "id": "nft-standards",
+    "name": "nft-standards",
+    "desc": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
+  },
+  {
+    "id": "nodejs-backend-patterns",
+    "name": "nodejs-backend-patterns",
+    "desc": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
+  },
+  {
+    "id": "nodejs-best-practices",
+    "name": "nodejs-best-practices",
+    "desc": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
+  },
+  {
+    "id": "nosql-expert",
+    "name": "nosql-expert",
+    "desc": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
+  },
+  {
+    "id": "notebooklm",
+    "name": "notebooklm",
+    "desc": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
+  },
+  {
+    "id": "notion-automation",
+    "name": "notion-automation",
+    "desc": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
+  },
+  {
+    "id": "notion-template-business",
+    "name": "notion-template-business",
+    "desc": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
+  },
+  {
+    "id": "nx-workspace-patterns",
+    "name": "nx-workspace-patterns",
+    "desc": "Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands."
+  },
+  {
+    "id": "observability-engineer",
+    "name": "observability-engineer",
+    "desc": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows."
+  },
+  {
+    "id": "observability-monitoring-monitor-setup",
+    "name": "observability-monitoring-monitor-setup",
+    "desc": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
+  },
+  {
+    "id": "observability-monitoring-slo-implement",
+    "name": "observability-monitoring-slo-implement",
+    "desc": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
+  },
+  {
+    "id": "observe-whatsapp",
+    "name": "observe-whatsapp",
+    "desc": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
+  },
+  {
+    "id": "obsidian-clipper-template-creator",
+    "name": "obsidian-clipper-template-creator",
+    "desc": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
+  },
+  {
+    "id": "on-call-handoff-patterns",
+    "name": "on-call-handoff-patterns",
+    "desc": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
+  },
+  {
+    "id": "onboarding-cro",
+    "name": "onboarding-cro",
+    "desc": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"u..."
+  },
+  {
+    "id": "one-drive-automation",
+    "name": "one-drive-automation",
+    "desc": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "openapi-spec-generation",
+    "name": "openapi-spec-generation",
+    "desc": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
+  },
+  {
+    "id": "oss-hunter",
+    "name": "oss-hunter",
+    "desc": "Automatically hunt for high-impact OSS contribution opportunities in trending repositories."
+  },
+  {
+    "id": "outlook-automation",
+    "name": "outlook-automation",
+    "desc": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
+  },
+  {
+    "id": "outlook-calendar-automation",
+    "name": "outlook-calendar-automation",
+    "desc": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
+  },
+  {
+    "id": "page-cro",
+    "name": "page-cro",
+    "desc": "Analyze and optimize individual pages for conversion performance."
+  },
+  {
+    "id": "pagerduty-automation",
+    "name": "pagerduty-automation",
+    "desc": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
+  },
+  {
+    "id": "paid-ads",
+    "name": "paid-ads",
+    "desc": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
+  },
+  {
+    "id": "parallel-agents",
+    "name": "parallel-agents",
+    "desc": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
+  },
+  {
+    "id": "payment-integration",
+    "name": "payment-integration",
+    "desc": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features."
+  },
+  {
+    "id": "paypal-integration",
+    "name": "paypal-integration",
+    "desc": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
+  },
+  {
+    "id": "paywall-upgrade-cro",
+    "name": "paywall-upgrade-cro",
+    "desc": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
+  },
+  {
+    "id": "pci-compliance",
+    "name": "pci-compliance",
+    "desc": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
+  },
+  {
+    "id": "pdf-official",
+    "name": "pdf-official",
+    "desc": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
+  },
+  {
+    "id": "pentest-checklist",
+    "name": "pentest-checklist",
+    "desc": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
+  },
+  {
+    "id": "pentest-commands",
+    "name": "pentest-commands",
+    "desc": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
+  },
+  {
+    "id": "performance-engineer",
+    "name": "performance-engineer",
+    "desc": "Expert performance engineer specializing in modern observability,"
+  },
+  {
+    "id": "performance-profiling",
+    "name": "performance-profiling",
+    "desc": "Performance profiling principles. Measurement, analysis, and optimization techniques."
+  },
+  {
+    "id": "performance-testing-review-ai-review",
+    "name": "performance-testing-review-ai-review",
+    "desc": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+  },
+  {
+    "id": "performance-testing-review-multi-agent-review",
+    "name": "performance-testing-review-multi-agent-review",
+    "desc": "Use when working with performance testing review multi agent review"
+  },
+  {
+    "id": "personal-tool-builder",
+    "name": "personal-tool-builder",
+    "desc": "Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i..."
+  },
+  {
+    "id": "php-pro",
+    "name": "php-pro",
+    "desc": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n"
+  },
+  {
+    "id": "pipedrive-automation",
+    "name": "pipedrive-automation",
+    "desc": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "plaid-fintech",
+    "name": "plaid-fintech",
+    "desc": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
+  },
+  {
+    "id": "plan-writing",
+    "name": "plan-writing",
+    "desc": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
+  },
+  {
+    "id": "planning-with-files",
+    "name": "planning-with-files",
+    "desc": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
+  },
+  {
+    "id": "playwright-skill",
+    "name": "playwright-skill",
+    "desc": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
+  },
+  {
+    "id": "podcast-generation",
+    "name": "podcast-generation",
+    "desc": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
+  },
+  {
+    "id": "popup-cro",
+    "name": "popup-cro",
+    "desc": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
+  },
+  {
+    "id": "posix-shell-pro",
+    "name": "posix-shell-pro",
+    "desc": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix)."
+  },
+  {
+    "id": "postgres-best-practices",
+    "name": "postgres-best-practices",
+    "desc": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
+  },
+  {
+    "id": "postgresql",
+    "name": "postgresql",
+    "desc": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
+  },
+  {
+    "id": "posthog-automation",
+    "name": "posthog-automation",
+    "desc": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
+  },
+  {
+    "id": "postmark-automation",
+    "name": "postmark-automation",
+    "desc": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
+  },
+  {
+    "id": "postmortem-writing",
+    "name": "postmortem-writing",
+    "desc": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
+  },
+  {
+    "id": "powershell-windows",
+    "name": "powershell-windows",
+    "desc": "PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling."
+  },
+  {
+    "id": "pptx-official",
+    "name": "pptx-official",
+    "desc": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
+  },
+  {
+    "id": "pricing-strategy",
+    "name": "pricing-strategy",
+    "desc": "Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives."
+  },
+  {
+    "id": "prisma-expert",
+    "name": "prisma-expert",
+    "desc": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
+  },
+  {
+    "id": "privilege-escalation-methods",
+    "name": "privilege-escalation-methods",
+    "desc": "This skill should be used when the user asks to \"escalate privileges\", \"get root access\", \"become administrator\", \"privesc techniques\", \"abuse sudo\", \"exploit SUID binaries\", \"K..."
+  },
+  {
+    "id": "product-manager-toolkit",
+    "name": "product-manager-toolkit",
+    "desc": "Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritizati..."
+  },
+  {
+    "id": "production-code-audit",
+    "name": "production-code-audit",
+    "desc": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
+  },
+  {
+    "id": "production-scheduling",
+    "name": "production-scheduling",
+    "desc": "Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing."
+  },
+  {
+    "id": "professional-proofreader",
+    "name": "professional-proofreader",
+    "desc": "Use when a user asks to \"proofread\", \"review and correct\", \"fix grammar\", \"improve readability while keeping my voice\", and to proofread a document file and save an updated version.\n"
+  },
+  {
+    "id": "programmatic-seo",
+    "name": "programmatic-seo",
+    "desc": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data."
+  },
+  {
+    "id": "projection-patterns",
+    "name": "projection-patterns",
+    "desc": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
+  },
+  {
+    "id": "prometheus-configuration",
+    "name": "prometheus-configuration",
+    "desc": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
+  },
+  {
+    "id": "prompt-caching",
+    "name": "prompt-caching",
+    "desc": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
+  },
+  {
+    "id": "prompt-engineering",
+    "name": "prompt-engineering",
+    "desc": "Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior."
+  },
+  {
+    "id": "prompt-engineering-patterns",
+    "name": "prompt-engineering-patterns",
+    "desc": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
+  },
+  {
+    "id": "prompt-library",
+    "name": "prompt-library",
+    "desc": "Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-..."
+  },
+  {
+    "id": "protocol-reverse-engineering",
+    "name": "protocol-reverse-engineering",
+    "desc": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
+  },
+  {
+    "id": "pydantic-models-py",
+    "name": "pydantic-models-py",
+    "desc": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
+  },
+  {
+    "id": "pypict-skill",
+    "name": "pypict-skill",
+    "desc": "Pairwise test generation"
+  },
+  {
+    "id": "python-development-python-scaffold",
+    "name": "python-development-python-scaffold",
+    "desc": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
+  },
+  {
+    "id": "python-packaging",
+    "name": "python-packaging",
+    "desc": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
+  },
+  {
+    "id": "python-patterns",
+    "name": "python-patterns",
+    "desc": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
+  },
+  {
+    "id": "python-performance-optimization",
+    "name": "python-performance-optimization",
+    "desc": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
+  },
+  {
+    "id": "python-pro",
+    "name": "python-pro",
+    "desc": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI."
+  },
+  {
+    "id": "python-testing-patterns",
+    "name": "python-testing-patterns",
+    "desc": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
+  },
+  {
+    "id": "quality-nonconformance",
+    "name": "quality-nonconformance",
+    "desc": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing."
+  },
+  {
+    "id": "quant-analyst",
+    "name": "quant-analyst",
+    "desc": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage."
+  },
+  {
+    "id": "radix-ui-design-system",
+    "name": "radix-ui-design-system",
+    "desc": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
+  },
+  {
+    "id": "rag-engineer",
+    "name": "rag-engineer",
+    "desc": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
+  },
+  {
+    "id": "react-best-practices",
+    "name": "react-best-practices",
+    "desc": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
+  },
+  {
+    "id": "react-flow-architect",
+    "name": "react-flow-architect",
+    "desc": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
+  },
+  {
+    "id": "react-flow-node-ts",
+    "name": "react-flow-node-ts",
+    "desc": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
+  },
+  {
+    "id": "react-modernization",
+    "name": "react-modernization",
+    "desc": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
+  },
+  {
+    "id": "react-native-architecture",
+    "name": "react-native-architecture",
+    "desc": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
+  },
+  {
+    "id": "react-patterns",
+    "name": "react-patterns",
+    "desc": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
+  },
+  {
+    "id": "react-state-management",
+    "name": "react-state-management",
+    "desc": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
+  },
+  {
+    "id": "react-ui-patterns",
+    "name": "react-ui-patterns",
+    "desc": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
+  },
+  {
+    "id": "readme",
+    "name": "readme",
+    "desc": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
+  },
+  {
+    "id": "receiving-code-review",
+    "name": "receiving-code-review",
+    "desc": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
+  },
+  {
+    "id": "red-team-tactics",
+    "name": "red-team-tactics",
+    "desc": "Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting."
+  },
+  {
+    "id": "red-team-tools",
+    "name": "red-team-tools",
+    "desc": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
+  },
+  {
+    "id": "reddit-automation",
+    "name": "reddit-automation",
+    "desc": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
+  },
+  {
+    "id": "reference-builder",
+    "name": "reference-builder",
+    "desc": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials."
+  },
+  {
+    "id": "referral-program",
+    "name": "referral-program",
+    "desc": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
+  },
+  {
+    "id": "remotion-best-practices",
+    "name": "remotion-best-practices",
+    "desc": "Best practices for Remotion - Video creation in React"
+  },
+  {
+    "id": "render-automation",
+    "name": "render-automation",
+    "desc": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
+  },
+  {
+    "id": "requesting-code-review",
+    "name": "requesting-code-review",
+    "desc": "Use when completing tasks, implementing major features, or before merging to verify work meets requirements"
+  },
+  {
+    "id": "research-engineer",
+    "name": "research-engineer",
+    "desc": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
+  },
+  {
+    "id": "returns-reverse-logistics",
+    "name": "returns-reverse-logistics",
+    "desc": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management."
+  },
+  {
+    "id": "reverse-engineer",
+    "name": "reverse-engineer",
+    "desc": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains."
+  },
+  {
+    "id": "risk-manager",
+    "name": "risk-manager",
+    "desc": "Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses."
+  },
+  {
+    "id": "risk-metrics-calculation",
+    "name": "risk-metrics-calculation",
+    "desc": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
+  },
+  {
+    "id": "ruby-pro",
+    "name": "ruby-pro",
+    "desc": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks."
+  },
+  {
+    "id": "rust-async-patterns",
+    "name": "rust-async-patterns",
+    "desc": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
+  },
+  {
+    "id": "rust-pro",
+    "name": "rust-pro",
+    "desc": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming."
+  },
+  {
+    "id": "saas-mvp-launcher",
+    "name": "saas-mvp-launcher",
+    "desc": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist."
+  },
+  {
+    "id": "saga-orchestration",
+    "name": "saga-orchestration",
+    "desc": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
+  },
+  {
+    "id": "sales-automator",
+    "name": "sales-automator",
+    "desc": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n"
+  },
+  {
+    "id": "salesforce-automation",
+    "name": "salesforce-automation",
+    "desc": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
+  },
+  {
+    "id": "salesforce-development",
+    "name": "salesforce-development",
+    "desc": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
+  },
+  {
+    "id": "sast-configuration",
+    "name": "sast-configuration",
+    "desc": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
+  },
+  {
+    "id": "scala-pro",
+    "name": "scala-pro",
+    "desc": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures."
+  },
+  {
+    "id": "scanning-tools",
+    "name": "scanning-tools",
+    "desc": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
+  },
+  {
+    "id": "schema-markup",
+    "name": "schema-markup",
+    "desc": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact."
+  },
+  {
+    "id": "screen-reader-testing",
+    "name": "screen-reader-testing",
+    "desc": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
+  },
+  {
+    "id": "screenshots",
+    "name": "screenshots",
+    "desc": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
+  },
+  {
+    "id": "scroll-experience",
+    "name": "scroll-experience",
+    "desc": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
+  },
+  {
+    "id": "search-specialist",
+    "name": "search-specialist",
+    "desc": "Expert web researcher using advanced search techniques and"
+  },
+  {
+    "id": "secrets-management",
+    "name": "secrets-management",
+    "desc": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
+  },
+  {
+    "id": "security-auditor",
+    "name": "security-auditor",
+    "desc": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks."
+  },
+  {
+    "id": "security-bluebook-builder",
+    "name": "security-bluebook-builder",
+    "desc": "Build security Blue Books for sensitive apps"
+  },
+  {
+    "id": "security-compliance-compliance-check",
+    "name": "security-compliance-compliance-check",
+    "desc": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
+  },
+  {
+    "id": "security-requirement-extraction",
+    "name": "security-requirement-extraction",
+    "desc": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
+  },
+  {
+    "id": "security-scanning-security-dependencies",
+    "name": "security-scanning-security-dependencies",
+    "desc": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
+  },
+  {
+    "id": "security-scanning-security-hardening",
+    "name": "security-scanning-security-hardening",
+    "desc": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
+  },
+  {
+    "id": "security-scanning-security-sast",
+    "name": "security-scanning-security-sast",
+    "desc": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n"
+  },
+  {
+    "id": "segment-automation",
+    "name": "segment-automation",
+    "desc": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
+  },
+  {
+    "id": "segment-cdp",
+    "name": "segment-cdp",
+    "desc": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
+  },
+  {
+    "id": "sendgrid-automation",
+    "name": "sendgrid-automation",
+    "desc": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
+  },
+  {
+    "id": "senior-architect",
+    "name": "senior-architect",
+    "desc": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
+  },
+  {
+    "id": "senior-fullstack",
+    "name": "senior-fullstack",
+    "desc": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
+  },
+  {
+    "id": "sentry-automation",
+    "name": "sentry-automation",
+    "desc": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
+  },
+  {
+    "id": "seo-audit",
+    "name": "seo-audit",
+    "desc": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance."
+  },
+  {
+    "id": "seo-authority-builder",
+    "name": "seo-authority-builder",
+    "desc": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n"
+  },
+  {
+    "id": "seo-cannibalization-detector",
+    "name": "seo-cannibalization-detector",
+    "desc": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content."
+  },
+  {
+    "id": "seo-content-auditor",
+    "name": "seo-content-auditor",
+    "desc": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines."
+  },
+  {
+    "id": "seo-content-planner",
+    "name": "seo-content-planner",
+    "desc": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n"
+  },
+  {
+    "id": "seo-content-refresher",
+    "name": "seo-content-refresher",
+    "desc": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content."
+  },
+  {
+    "id": "seo-content-writer",
+    "name": "seo-content-writer",
+    "desc": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks."
+  },
+  {
+    "id": "seo-forensic-incident-response",
+    "name": "seo-forensic-incident-response",
+    "desc": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
+  },
+  {
+    "id": "seo-fundamentals",
+    "name": "seo-fundamentals",
+    "desc": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages."
+  },
+  {
+    "id": "seo-keyword-strategist",
+    "name": "seo-keyword-strategist",
+    "desc": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization."
+  },
+  {
+    "id": "seo-meta-optimizer",
+    "name": "seo-meta-optimizer",
+    "desc": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content."
+  },
+  {
+    "id": "seo-snippet-hunter",
+    "name": "seo-snippet-hunter",
+    "desc": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content."
+  },
+  {
+    "id": "seo-structure-architect",
+    "name": "seo-structure-architect",
+    "desc": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization."
+  },
+  {
+    "id": "server-management",
+    "name": "server-management",
+    "desc": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
+  },
+  {
+    "id": "service-mesh-expert",
+    "name": "service-mesh-expert",
+    "desc": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
+  },
+  {
+    "id": "service-mesh-observability",
+    "name": "service-mesh-observability",
+    "desc": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
+  },
+  {
+    "id": "shader-programming-glsl",
+    "name": "shader-programming-glsl",
+    "desc": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
+  },
+  {
+    "id": "sharp-edges",
+    "name": "sharp-edges",
+    "desc": "Identify error-prone APIs and dangerous configurations"
+  },
+  {
+    "id": "shellcheck-configuration",
+    "name": "shellcheck-configuration",
+    "desc": "Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability."
+  },
+  {
+    "id": "shodan-reconnaissance",
+    "name": "shodan-reconnaissance",
+    "desc": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
+  },
+  {
+    "id": "shopify-apps",
+    "name": "shopify-apps",
+    "desc": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
+  },
+  {
+    "id": "shopify-automation",
+    "name": "shopify-automation",
+    "desc": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
+  },
+  {
+    "id": "shopify-development",
+    "name": "shopify-development",
+    "desc": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid."
+  },
+  {
+    "id": "signup-flow-cro",
+    "name": "signup-flow-cro",
+    "desc": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup..."
+  },
+  {
+    "id": "similarity-search-patterns",
+    "name": "similarity-search-patterns",
+    "desc": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
+  },
+  {
+    "id": "skill-creator-ms",
+    "name": "skill-creator-ms",
+    "desc": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
+  },
+  {
+    "id": "skill-developer",
+    "name": "skill-developer",
+    "desc": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
+  },
+  {
+    "id": "skill-rails-upgrade",
+    "name": "skill-rails-upgrade",
+    "desc": "Analyze Rails apps and provide upgrade assessments"
+  },
+  {
+    "id": "skill-router",
+    "name": "skill-router",
+    "desc": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal."
+  },
+  {
+    "id": "skill-seekers",
+    "name": "skill-seekers",
+    "desc": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
+  },
+  {
+    "id": "slack-automation",
+    "name": "slack-automation",
+    "desc": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
+  },
+  {
+    "id": "slack-bot-builder",
+    "name": "slack-bot-builder",
+    "desc": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
+  },
+  {
+    "id": "slack-gif-creator",
+    "name": "slack-gif-creator",
+    "desc": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
+  },
+  {
+    "id": "slo-implementation",
+    "name": "slo-implementation",
+    "desc": "Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or m..."
+  },
+  {
+    "id": "smtp-penetration-testing",
+    "name": "smtp-penetration-testing",
+    "desc": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
+  },
+  {
+    "id": "social-content",
+    "name": "social-content",
+    "desc": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
+  },
+  {
+    "id": "software-architecture",
+    "name": "software-architecture",
+    "desc": "Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development."
+  },
+  {
+    "id": "solidity-security",
+    "name": "solidity-security",
+    "desc": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
+  },
+  {
+    "id": "spark-optimization",
+    "name": "spark-optimization",
+    "desc": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
+  },
+  {
+    "id": "sql-injection-testing",
+    "name": "sql-injection-testing",
+    "desc": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
+  },
+  {
+    "id": "sql-optimization-patterns",
+    "name": "sql-optimization-patterns",
+    "desc": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
+  },
+  {
+    "id": "sql-pro",
+    "name": "sql-pro",
+    "desc": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems."
+  },
+  {
+    "id": "sqlmap-database-pentesting",
+    "name": "sqlmap-database-pentesting",
+    "desc": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
+  },
+  {
+    "id": "square-automation",
+    "name": "square-automation",
+    "desc": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
+  },
+  {
+    "id": "ssh-penetration-testing",
+    "name": "ssh-penetration-testing",
+    "desc": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
+  },
+  {
+    "id": "startup-analyst",
+    "name": "startup-analyst",
+    "desc": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies."
+  },
+  {
+    "id": "startup-business-analyst-business-case",
+    "name": "startup-business-analyst-business-case",
+    "desc": "Generate comprehensive investor-ready business case document with\nmarket, solution, financials, and strategy\n"
+  },
+  {
+    "id": "startup-business-analyst-financial-projections",
+    "name": "startup-business-analyst-financial-projections",
+    "desc": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n"
+  },
+  {
+    "id": "startup-business-analyst-market-opportunity",
+    "name": "startup-business-analyst-market-opportunity",
+    "desc": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n"
+  },
+  {
+    "id": "startup-financial-modeling",
+    "name": "startup-financial-modeling",
+    "desc": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or..."
+  },
+  {
+    "id": "startup-metrics-framework",
+    "name": "startup-metrics-framework",
+    "desc": "This skill should be used when the user asks about \\\\\\\"key startup metrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\", \"rule of 40\", \"marketplace metrics\", or requests..."
+  },
+  {
+    "id": "stitch-ui-design",
+    "name": "stitch-ui-design",
+    "desc": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
+  },
+  {
+    "id": "stride-analysis-patterns",
+    "name": "stride-analysis-patterns",
+    "desc": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
+  },
+  {
+    "id": "stripe-automation",
+    "name": "stripe-automation",
+    "desc": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
+  },
+  {
+    "id": "stripe-integration",
+    "name": "stripe-integration",
+    "desc": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
+  },
+  {
+    "id": "subagent-driven-development",
+    "name": "subagent-driven-development",
+    "desc": "Use when executing implementation plans with independent tasks in the current session"
+  },
+  {
+    "id": "supabase-automation",
+    "name": "supabase-automation",
+    "desc": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "superpowers-lab",
+    "name": "superpowers-lab",
+    "desc": "Lab environment for Claude superpowers"
+  },
+  {
+    "id": "swiftui-expert-skill",
+    "name": "swiftui-expert-skill",
+    "desc": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
+  },
+  {
+    "id": "systematic-debugging",
+    "name": "systematic-debugging",
+    "desc": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
+  },
+  {
+    "id": "systems-programming-rust-project",
+    "name": "systems-programming-rust-project",
+    "desc": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
+  },
+  {
+    "id": "tailwind-design-system",
+    "name": "tailwind-design-system",
+    "desc": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
+  },
+  {
+    "id": "tailwind-patterns",
+    "name": "tailwind-patterns",
+    "desc": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
+  },
+  {
+    "id": "tavily-web",
+    "name": "tavily-web",
+    "desc": "Web search, content extraction, crawling, and research capabilities using Tavily API"
+  },
+  {
+    "id": "tdd-orchestrator",
+    "name": "tdd-orchestrator",
+    "desc": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices."
+  },
+  {
+    "id": "tdd-workflow",
+    "name": "tdd-workflow",
+    "desc": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
+  },
+  {
+    "id": "tdd-workflows-tdd-cycle",
+    "name": "tdd-workflows-tdd-cycle",
+    "desc": "Use when working with tdd workflows tdd cycle"
+  },
+  {
+    "id": "tdd-workflows-tdd-green",
+    "name": "tdd-workflows-tdd-green",
+    "desc": "Implement the minimal code needed to make failing tests pass in the TDD green phase."
+  },
+  {
+    "id": "tdd-workflows-tdd-red",
+    "name": "tdd-workflows-tdd-red",
+    "desc": "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
+  },
+  {
+    "id": "tdd-workflows-tdd-refactor",
+    "name": "tdd-workflows-tdd-refactor",
+    "desc": "Use when working with tdd workflows tdd refactor"
+  },
+  {
+    "id": "team-collaboration-issue",
+    "name": "team-collaboration-issue",
+    "desc": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
+  },
+  {
+    "id": "team-collaboration-standup-notes",
+    "name": "team-collaboration-standup-notes",
+    "desc": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
+  },
+  {
+    "id": "team-composition-analysis",
+    "name": "team-composition-analysis",
+    "desc": "This skill should be used when the user asks to \\\\\\\"plan team structure\", \"determine hiring needs\", \"design org chart\", \"calculate compensation\", \"plan equity allocation\", or requests..."
+  },
+  {
+    "id": "telegram-automation",
+    "name": "telegram-automation",
+    "desc": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
+  },
+  {
+    "id": "telegram-bot-builder",
+    "name": "telegram-bot-builder",
+    "desc": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
+  },
+  {
+    "id": "telegram-mini-app",
+    "name": "telegram-mini-app",
+    "desc": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
+  },
+  {
+    "id": "temporal-golang-pro",
+    "name": "temporal-golang-pro",
+    "desc": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
+  },
+  {
+    "id": "temporal-python-pro",
+    "name": "temporal-python-pro",
+    "desc": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment."
+  },
+  {
+    "id": "temporal-python-testing",
+    "name": "temporal-python-testing",
+    "desc": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
+  },
+  {
+    "id": "terraform-aws-modules",
+    "name": "terraform-aws-modules",
+    "desc": "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
+  },
+  {
+    "id": "terraform-module-library",
+    "name": "terraform-module-library",
+    "desc": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
+  },
+  {
+    "id": "terraform-skill",
+    "name": "terraform-skill",
+    "desc": "Terraform infrastructure as code best practices"
+  },
+  {
+    "id": "terraform-specialist",
+    "name": "terraform-specialist",
+    "desc": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns."
+  },
+  {
+    "id": "test-automator",
+    "name": "test-automator",
+    "desc": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration."
+  },
+  {
+    "id": "test-driven-development",
+    "name": "test-driven-development",
+    "desc": "Use when implementing any feature or bugfix, before writing implementation code"
+  },
+  {
+    "id": "test-fixing",
+    "name": "test-fixing",
+    "desc": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
+  },
+  {
+    "id": "testing-patterns",
+    "name": "testing-patterns",
+    "desc": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
+  },
+  {
+    "id": "theme-factory",
+    "name": "theme-factory",
+    "desc": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
+  },
+  {
+    "id": "threat-mitigation-mapping",
+    "name": "threat-mitigation-mapping",
+    "desc": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
+  },
+  {
+    "id": "threat-modeling-expert",
+    "name": "threat-modeling-expert",
+    "desc": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
+  },
+  {
+    "id": "threejs-skills",
+    "name": "threejs-skills",
+    "desc": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
+  },
+  {
+    "id": "tiktok-automation",
+    "name": "tiktok-automation",
+    "desc": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
+  },
+  {
+    "id": "todoist-automation",
+    "name": "todoist-automation",
+    "desc": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "tool-design",
+    "name": "tool-design",
+    "desc": "Build tools that agents can use effectively, including architectural reduction patterns"
+  },
+  {
+    "id": "top-web-vulnerabilities",
+    "name": "top-web-vulnerabilities",
+    "desc": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
+  },
+  {
+    "id": "track-management",
+    "name": "track-management",
+    "desc": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations."
+  },
+  {
+    "id": "trello-automation",
+    "name": "trello-automation",
+    "desc": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
+  },
+  {
+    "id": "trigger-dev",
+    "name": "trigger-dev",
+    "desc": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
+  },
+  {
+    "id": "turborepo-caching",
+    "name": "turborepo-caching",
+    "desc": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
+  },
+  {
+    "id": "tutorial-engineer",
+    "name": "tutorial-engineer",
+    "desc": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples."
+  },
+  {
+    "id": "twilio-communications",
+    "name": "twilio-communications",
+    "desc": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
+  },
+  {
+    "id": "twitter-automation",
+    "name": "twitter-automation",
+    "desc": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
+  },
+  {
+    "id": "typescript-advanced-types",
+    "name": "typescript-advanced-types",
+    "desc": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
+  },
+  {
+    "id": "typescript-pro",
+    "name": "typescript-pro",
+    "desc": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns."
+  },
+  {
+    "id": "ui-skills",
+    "name": "ui-skills",
+    "desc": "Opinionated, evolving constraints to guide agents when building interfaces"
+  },
+  {
+    "id": "ui-ux-designer",
+    "name": "ui-ux-designer",
+    "desc": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools."
+  },
+  {
+    "id": "ui-ux-pro-max",
+    "name": "ui-ux-pro-max",
+    "desc": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
+  },
+  {
+    "id": "ui-visual-validator",
+    "name": "ui-visual-validator",
+    "desc": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification."
+  },
+  {
+    "id": "unit-testing-test-generate",
+    "name": "unit-testing-test-generate",
+    "desc": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
+  },
+  {
+    "id": "unity-developer",
+    "name": "unity-developer",
+    "desc": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment."
+  },
+  {
+    "id": "unity-ecs-patterns",
+    "name": "unity-ecs-patterns",
+    "desc": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
+  },
+  {
+    "id": "unreal-engine-cpp-pro",
+    "name": "unreal-engine-cpp-pro",
+    "desc": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
+  },
+  {
+    "id": "upgrading-expo",
+    "name": "upgrading-expo",
+    "desc": "Upgrade Expo SDK versions"
+  },
+  {
+    "id": "upstash-qstash",
+    "name": "upstash-qstash",
+    "desc": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
+  },
+  {
+    "id": "using-git-worktrees",
+    "name": "using-git-worktrees",
+    "desc": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
+  },
+  {
+    "id": "using-neon",
+    "name": "using-neon",
+    "desc": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
+  },
+  {
+    "id": "using-superpowers",
+    "name": "using-superpowers",
+    "desc": "Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions"
+  },
+  {
+    "id": "uv-package-manager",
+    "name": "uv-package-manager",
+    "desc": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
+  },
+  {
+    "id": "varlock-claude-skill",
+    "name": "varlock-claude-skill",
+    "desc": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
+  },
+  {
+    "id": "vector-database-engineer",
+    "name": "vector-database-engineer",
+    "desc": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
+  },
+  {
+    "id": "vector-index-tuning",
+    "name": "vector-index-tuning",
+    "desc": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
+  },
+  {
+    "id": "vercel-automation",
+    "name": "vercel-automation",
+    "desc": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
+  },
+  {
+    "id": "vercel-deploy-claimable",
+    "name": "vercel-deploy-claimable",
+    "desc": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
+  },
+  {
+    "id": "vercel-deployment",
+    "name": "vercel-deployment",
+    "desc": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
+  },
+  {
+    "id": "verification-before-completion",
+    "name": "verification-before-completion",
+    "desc": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
+  },
+  {
+    "id": "vexor",
+    "name": "vexor",
+    "desc": "Vector-powered CLI for semantic file search with a Claude/Codex skill"
+  },
+  {
+    "id": "vibe-code-auditor",
+    "name": "vibe-code-auditor",
+    "desc": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks."
+  },
+  {
+    "id": "viral-generator-builder",
+    "name": "viral-generator-builder",
+    "desc": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
+  },
+  {
+    "id": "voice-agents",
+    "name": "voice-agents",
+    "desc": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
+  },
+  {
+    "id": "voice-ai-development",
+    "name": "voice-ai-development",
+    "desc": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
+  },
+  {
+    "id": "voice-ai-engine-development",
+    "name": "voice-ai-engine-development",
+    "desc": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
+  },
+  {
+    "id": "vulnerability-scanner",
+    "name": "vulnerability-scanner",
+    "desc": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
+  },
+  {
+    "id": "wcag-audit-patterns",
+    "name": "wcag-audit-patterns",
+    "desc": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
+  },
+  {
+    "id": "web-artifacts-builder",
+    "name": "web-artifacts-builder",
+    "desc": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
+  },
+  {
+    "id": "web-design-guidelines",
+    "name": "web-design-guidelines",
+    "desc": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
+  },
+  {
+    "id": "web-performance-optimization",
+    "name": "web-performance-optimization",
+    "desc": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
+  },
+  {
+    "id": "web3-testing",
+    "name": "web3-testing",
+    "desc": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
+  },
+  {
+    "id": "webapp-testing",
+    "name": "webapp-testing",
+    "desc": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
+  },
+  {
+    "id": "webflow-automation",
+    "name": "webflow-automation",
+    "desc": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "whatsapp-automation",
+    "name": "whatsapp-automation",
+    "desc": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
+  },
+  {
+    "id": "wiki-architect",
+    "name": "wiki-architect",
+    "desc": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
+  },
+  {
+    "id": "wiki-changelog",
+    "name": "wiki-changelog",
+    "desc": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
+  },
+  {
+    "id": "wiki-onboarding",
+    "name": "wiki-onboarding",
+    "desc": "Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
+  },
+  {
+    "id": "wiki-page-writer",
+    "name": "wiki-page-writer",
+    "desc": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
+  },
+  {
+    "id": "wiki-qa",
+    "name": "wiki-qa",
+    "desc": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
+  },
+  {
+    "id": "wiki-researcher",
+    "name": "wiki-researcher",
+    "desc": "Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how..."
+  },
+  {
+    "id": "wiki-vitepress",
+    "name": "wiki-vitepress",
+    "desc": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
+  },
+  {
+    "id": "windows-privilege-escalation",
+    "name": "windows-privilege-escalation",
+    "desc": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
+  },
+  {
+    "id": "wireshark-analysis",
+    "name": "wireshark-analysis",
+    "desc": "This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete..."
+  },
+  {
+    "id": "wordpress-penetration-testing",
+    "name": "wordpress-penetration-testing",
+    "desc": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
+  },
+  {
+    "id": "workflow-automation",
+    "name": "workflow-automation",
+    "desc": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
+  },
+  {
+    "id": "workflow-orchestration-patterns",
+    "name": "workflow-orchestration-patterns",
+    "desc": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
+  },
+  {
+    "id": "workflow-patterns",
+    "name": "workflow-patterns",
+    "desc": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol."
+  },
+  {
+    "id": "wrike-automation",
+    "name": "wrike-automation",
+    "desc": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
+  },
+  {
+    "id": "writing-plans",
+    "name": "writing-plans",
+    "desc": "Use when you have a spec or requirements for a multi-step task, before touching code"
+  },
+  {
+    "id": "x-article-publisher-skill",
+    "name": "x-article-publisher-skill",
+    "desc": "Publish articles to X/Twitter"
+  },
+  {
+    "id": "xlsx-official",
+    "name": "xlsx-official",
+    "desc": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
+  },
+  {
+    "id": "xss-html-injection",
+    "name": "xss-html-injection",
+    "desc": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
+  },
+  {
+    "id": "youtube-automation",
+    "name": "youtube-automation",
+    "desc": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
+  },
+  {
+    "id": "zapier-make-patterns",
+    "name": "zapier-make-patterns",
+    "desc": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
+  },
+  {
+    "id": "zendesk-automation",
+    "name": "zendesk-automation",
+    "desc": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
+  },
+  {
+    "id": "zoho-crm-automation",
+    "name": "zoho-crm-automation",
+    "desc": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
+  },
+  {
+    "id": "zoom-automation",
+    "name": "zoom-automation",
+    "desc": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
+  },
+  {
+    "id": "zustand-store-ts",
+    "name": "zustand-store-ts",
+    "desc": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
+  }
+]
diff --git a/web-app/public/skills.json b/web-app/public/skills.json
index a025d2ba..64b90198 100644
--- a/web-app/public/skills.json
+++ b/web-app/public/skills.json
@@ -52,7 +52,7 @@
   {
     "id": "3d-web-experience",
     "path": "skills/3d-web-experience",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "3d-web-experience",
     "description": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...",
     "risk": "unknown",
@@ -62,7 +62,7 @@
   {
     "id": "ab-test-setup",
     "path": "skills/ab-test-setup",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ab-test-setup",
     "description": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.",
     "risk": "unknown",
@@ -72,7 +72,7 @@
   {
     "id": "accessibility-compliance-accessibility-audit",
     "path": "skills/accessibility-compliance-accessibility-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "accessibility-compliance-accessibility-audit",
     "description": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.",
     "risk": "unknown",
@@ -92,7 +92,7 @@
   {
     "id": "activecampaign-automation",
     "path": "skills/activecampaign-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "activecampaign-automation",
     "description": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -102,7 +102,7 @@
   {
     "id": "address-github-comments",
     "path": "skills/address-github-comments",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "address-github-comments",
     "description": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.",
     "risk": "unknown",
@@ -112,7 +112,7 @@
   {
     "id": "agent-evaluation",
     "path": "skills/agent-evaluation",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "agent-evaluation",
     "description": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re...",
     "risk": "unknown",
@@ -122,7 +122,7 @@
   {
     "id": "agent-framework-azure-ai-py",
     "path": "skills/agent-framework-azure-ai-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agent-framework-azure-ai-py",
     "description": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...",
     "risk": "unknown",
@@ -132,7 +132,7 @@
   {
     "id": "agent-manager-skill",
     "path": "skills/agent-manager-skill",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agent-manager-skill",
     "description": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.",
     "risk": "unknown",
@@ -142,7 +142,7 @@
   {
     "id": "agent-memory-mcp",
     "path": "skills/agent-memory-mcp",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-memory-mcp",
     "description": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).",
     "risk": "unknown",
@@ -152,7 +152,7 @@
   {
     "id": "agent-memory-systems",
     "path": "skills/agent-memory-systems",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-memory-systems",
     "description": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...",
     "risk": "unknown",
@@ -162,7 +162,7 @@
   {
     "id": "agent-orchestration-improve-agent",
     "path": "skills/agent-orchestration-improve-agent",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agent-orchestration-improve-agent",
     "description": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.",
     "risk": "unknown",
@@ -172,7 +172,7 @@
   {
     "id": "agent-orchestration-multi-agent-optimize",
     "path": "skills/agent-orchestration-multi-agent-optimize",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agent-orchestration-multi-agent-optimize",
     "description": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.",
     "risk": "unknown",
@@ -182,7 +182,7 @@
   {
     "id": "agent-tool-builder",
     "path": "skills/agent-tool-builder",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agent-tool-builder",
     "description": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...",
     "risk": "unknown",
@@ -192,7 +192,7 @@
   {
     "id": "agentfolio",
     "path": "skills/agentfolio",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "agentfolio",
     "description": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.",
     "risk": "unknown",
@@ -202,7 +202,7 @@
   {
     "id": "agentmail",
     "path": "skills/agentmail",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "agentmail",
     "description": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.",
     "risk": "safe",
@@ -212,7 +212,7 @@
   {
     "id": "agents-v2-py",
     "path": "skills/agents-v2-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "agents-v2-py",
     "description": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.",
     "risk": "unknown",
@@ -232,7 +232,7 @@
   {
     "id": "ai-agents-architect",
     "path": "skills/ai-agents-architect",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-agents-architect",
     "description": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...",
     "risk": "unknown",
@@ -242,7 +242,7 @@
   {
     "id": "ai-engineer",
     "path": "skills/ai-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-engineer",
     "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.",
     "risk": "unknown",
@@ -262,7 +262,7 @@
   {
     "id": "ai-product",
     "path": "skills/ai-product",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-product",
     "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...",
     "risk": "unknown",
@@ -272,7 +272,7 @@
   {
     "id": "ai-wrapper-product",
     "path": "skills/ai-wrapper-product",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ai-wrapper-product",
     "description": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...",
     "risk": "unknown",
@@ -282,7 +282,7 @@
   {
     "id": "airflow-dag-patterns",
     "path": "skills/airflow-dag-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "airflow-dag-patterns",
     "description": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.",
     "risk": "unknown",
@@ -292,7 +292,7 @@
   {
     "id": "airtable-automation",
     "path": "skills/airtable-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "airtable-automation",
     "description": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -302,7 +302,7 @@
   {
     "id": "algolia-search",
     "path": "skills/algolia-search",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "algolia-search",
     "description": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.",
     "risk": "unknown",
@@ -312,7 +312,7 @@
   {
     "id": "algorithmic-art",
     "path": "skills/algorithmic-art",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "algorithmic-art",
     "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...",
     "risk": "unknown",
@@ -322,7 +322,7 @@
   {
     "id": "amplitude-automation",
     "path": "skills/amplitude-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "amplitude-automation",
     "description": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -332,7 +332,7 @@
   {
     "id": "analytics-tracking",
     "path": "skills/analytics-tracking",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "analytics-tracking",
     "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.",
     "risk": "unknown",
@@ -342,7 +342,7 @@
   {
     "id": "android-jetpack-compose-expert",
     "path": "skills/android-jetpack-compose-expert",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "android-jetpack-compose-expert",
     "description": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.",
     "risk": "safe",
@@ -352,7 +352,7 @@
   {
     "id": "android_ui_verification",
     "path": "skills/android_ui_verification",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "android_ui_verification",
     "description": "Automated end-to-end UI testing and verification on an Android Emulator using ADB.",
     "risk": "safe",
@@ -362,7 +362,7 @@
   {
     "id": "angular",
     "path": "skills/angular",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular",
     "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.",
     "risk": "safe",
@@ -372,7 +372,7 @@
   {
     "id": "angular-best-practices",
     "path": "skills/angular-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-best-practices",
     "description": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.",
     "risk": "safe",
@@ -382,7 +382,7 @@
   {
     "id": "angular-migration",
     "path": "skills/angular-migration",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-migration",
     "description": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...",
     "risk": "unknown",
@@ -392,7 +392,7 @@
   {
     "id": "angular-state-management",
     "path": "skills/angular-state-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-state-management",
     "description": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.",
     "risk": "safe",
@@ -402,7 +402,7 @@
   {
     "id": "angular-ui-patterns",
     "path": "skills/angular-ui-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "angular-ui-patterns",
     "description": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.",
     "risk": "safe",
@@ -412,7 +412,7 @@
   {
     "id": "anti-reversing-techniques",
     "path": "skills/anti-reversing-techniques",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "anti-reversing-techniques",
     "description": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...",
     "risk": "unknown",
@@ -422,7 +422,7 @@
   {
     "id": "antigravity-workflows",
     "path": "skills/antigravity-workflows",
-    "category": "uncategorized",
+    "category": "security",
     "name": "antigravity-workflows",
     "description": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.",
     "risk": "none",
@@ -432,7 +432,7 @@
   {
     "id": "api-design-principles",
     "path": "skills/api-design-principles",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-design-principles",
     "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...",
     "risk": "unknown",
@@ -452,7 +452,7 @@
   {
     "id": "api-documentation-generator",
     "path": "skills/api-documentation-generator",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-documentation-generator",
     "description": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices",
     "risk": "unknown",
@@ -462,7 +462,7 @@
   {
     "id": "api-documenter",
     "path": "skills/api-documenter",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-documenter",
     "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.",
     "risk": "unknown",
@@ -472,7 +472,7 @@
   {
     "id": "api-fuzzing-bug-bounty",
     "path": "skills/api-fuzzing-bug-bounty",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-fuzzing-bug-bounty",
     "description": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...",
     "risk": "unknown",
@@ -482,7 +482,7 @@
   {
     "id": "api-patterns",
     "path": "skills/api-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "api-patterns",
     "description": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.",
     "risk": "unknown",
@@ -492,7 +492,7 @@
   {
     "id": "api-security-best-practices",
     "path": "skills/api-security-best-practices",
-    "category": "uncategorized",
+    "category": "security",
     "name": "api-security-best-practices",
     "description": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities",
     "risk": "unknown",
@@ -512,7 +512,7 @@
   {
     "id": "api-testing-observability-api-mock",
     "path": "skills/api-testing-observability-api-mock",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "api-testing-observability-api-mock",
     "description": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.",
     "risk": "unknown",
@@ -522,7 +522,7 @@
   {
     "id": "apify-actor-development",
     "path": "skills/apify-actor-development",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "apify-actor-development",
     "description": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...",
     "risk": "unknown",
@@ -532,7 +532,7 @@
   {
     "id": "apify-actorization",
     "path": "skills/apify-actorization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-actorization",
     "description": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...",
     "risk": "unknown",
@@ -542,7 +542,7 @@
   {
     "id": "apify-audience-analysis",
     "path": "skills/apify-audience-analysis",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-audience-analysis",
     "description": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -552,7 +552,7 @@
   {
     "id": "apify-brand-reputation-monitoring",
     "path": "skills/apify-brand-reputation-monitoring",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "apify-brand-reputation-monitoring",
     "description": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...",
     "risk": "unknown",
@@ -562,7 +562,7 @@
   {
     "id": "apify-competitor-intelligence",
     "path": "skills/apify-competitor-intelligence",
-    "category": "uncategorized",
+    "category": "content",
     "name": "apify-competitor-intelligence",
     "description": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -572,7 +572,7 @@
   {
     "id": "apify-content-analytics",
     "path": "skills/apify-content-analytics",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "apify-content-analytics",
     "description": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -582,7 +582,7 @@
   {
     "id": "apify-ecommerce",
     "path": "skills/apify-ecommerce",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "apify-ecommerce",
     "description": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...",
     "risk": "unknown",
@@ -592,7 +592,7 @@
   {
     "id": "apify-influencer-discovery",
     "path": "skills/apify-influencer-discovery",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-influencer-discovery",
     "description": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -602,7 +602,7 @@
   {
     "id": "apify-lead-generation",
     "path": "skills/apify-lead-generation",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-lead-generation",
     "description": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...",
     "risk": "unknown",
@@ -612,7 +612,7 @@
   {
     "id": "apify-market-research",
     "path": "skills/apify-market-research",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "apify-market-research",
     "description": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.",
     "risk": "unknown",
@@ -622,7 +622,7 @@
   {
     "id": "apify-trend-analysis",
     "path": "skills/apify-trend-analysis",
-    "category": "uncategorized",
+    "category": "content",
     "name": "apify-trend-analysis",
     "description": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.",
     "risk": "unknown",
@@ -632,7 +632,7 @@
   {
     "id": "apify-ultimate-scraper",
     "path": "skills/apify-ultimate-scraper",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "apify-ultimate-scraper",
     "description": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...",
     "risk": "unknown",
@@ -642,7 +642,7 @@
   {
     "id": "app-builder",
     "path": "skills/app-builder",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "app-builder",
     "description": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.",
     "risk": "unknown",
@@ -652,7 +652,7 @@
   {
     "id": "app-store-optimization",
     "path": "skills/app-store-optimization",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "app-store-optimization",
     "description": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store",
     "risk": "unknown",
@@ -662,7 +662,7 @@
   {
     "id": "appdeploy",
     "path": "skills/appdeploy",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "appdeploy",
     "description": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.",
     "risk": "safe",
@@ -672,7 +672,7 @@
   {
     "id": "application-performance-performance-optimization",
     "path": "skills/application-performance-performance-optimization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "application-performance-performance-optimization",
     "description": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.",
     "risk": "unknown",
@@ -692,7 +692,7 @@
   {
     "id": "architecture",
     "path": "skills/architecture",
-    "category": "uncategorized",
+    "category": "content",
     "name": "architecture",
     "description": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.",
     "risk": "unknown",
@@ -702,7 +702,7 @@
   {
     "id": "architecture-decision-records",
     "path": "skills/architecture-decision-records",
-    "category": "uncategorized",
+    "category": "content",
     "name": "architecture-decision-records",
     "description": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...",
     "risk": "unknown",
@@ -712,7 +712,7 @@
   {
     "id": "architecture-patterns",
     "path": "skills/architecture-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "architecture-patterns",
     "description": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...",
     "risk": "unknown",
@@ -722,7 +722,7 @@
   {
     "id": "arm-cortex-expert",
     "path": "skills/arm-cortex-expert",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "arm-cortex-expert",
     "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).",
     "risk": "unknown",
@@ -732,7 +732,7 @@
   {
     "id": "asana-automation",
     "path": "skills/asana-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "asana-automation",
     "description": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -742,7 +742,7 @@
   {
     "id": "async-python-patterns",
     "path": "skills/async-python-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "async-python-patterns",
     "description": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...",
     "risk": "unknown",
@@ -752,7 +752,7 @@
   {
     "id": "attack-tree-construction",
     "path": "skills/attack-tree-construction",
-    "category": "uncategorized",
+    "category": "security",
     "name": "attack-tree-construction",
     "description": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.",
     "risk": "unknown",
@@ -772,7 +772,7 @@
   {
     "id": "auth-implementation-patterns",
     "path": "skills/auth-implementation-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "auth-implementation-patterns",
     "description": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...",
     "risk": "unknown",
@@ -782,7 +782,7 @@
   {
     "id": "automate-whatsapp",
     "path": "skills/automate-whatsapp",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "automate-whatsapp",
     "description": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...",
     "risk": "safe",
@@ -792,7 +792,7 @@
   {
     "id": "autonomous-agent-patterns",
     "path": "skills/autonomous-agent-patterns",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "autonomous-agent-patterns",
     "description": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...",
     "risk": "unknown",
@@ -802,7 +802,7 @@
   {
     "id": "autonomous-agents",
     "path": "skills/autonomous-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "autonomous-agents",
     "description": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...",
     "risk": "unknown",
@@ -812,7 +812,7 @@
   {
     "id": "avalonia-layout-zafiro",
     "path": "skills/avalonia-layout-zafiro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "avalonia-layout-zafiro",
     "description": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.",
     "risk": "unknown",
@@ -822,7 +822,7 @@
   {
     "id": "avalonia-viewmodels-zafiro",
     "path": "skills/avalonia-viewmodels-zafiro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "avalonia-viewmodels-zafiro",
     "description": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.",
     "risk": "unknown",
@@ -852,7 +852,7 @@
   {
     "id": "aws-cost-cleanup",
     "path": "skills/aws-cost-cleanup",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "aws-cost-cleanup",
     "description": "Automated cleanup of unused AWS resources to reduce costs",
     "risk": "safe",
@@ -862,7 +862,7 @@
   {
     "id": "aws-cost-optimizer",
     "path": "skills/aws-cost-optimizer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "aws-cost-optimizer",
     "description": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer",
     "risk": "safe",
@@ -882,7 +882,7 @@
   {
     "id": "aws-penetration-testing",
     "path": "skills/aws-penetration-testing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...",
     "risk": "unknown",
@@ -912,7 +912,7 @@
   {
     "id": "aws-serverless",
     "path": "skills/aws-serverless",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-serverless",
     "description": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...",
     "risk": "unknown",
@@ -922,7 +922,7 @@
   {
     "id": "aws-skills",
     "path": "skills/aws-skills",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "aws-skills",
     "description": "AWS development with infrastructure automation and cloud architecture patterns",
     "risk": "safe",
@@ -932,7 +932,7 @@
   {
     "id": "azd-deployment",
     "path": "skills/azd-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azd-deployment",
     "description": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...",
     "risk": "unknown",
@@ -942,7 +942,7 @@
   {
     "id": "azure-ai-agents-persistent-dotnet",
     "path": "skills/azure-ai-agents-persistent-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-agents-persistent-dotnet",
     "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -952,7 +952,7 @@
   {
     "id": "azure-ai-agents-persistent-java",
     "path": "skills/azure-ai-agents-persistent-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-agents-persistent-java",
     "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -962,7 +962,7 @@
   {
     "id": "azure-ai-anomalydetector-java",
     "path": "skills/azure-ai-anomalydetector-java",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-anomalydetector-java",
     "description": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.",
     "risk": "unknown",
@@ -972,7 +972,7 @@
   {
     "id": "azure-ai-contentsafety-java",
     "path": "skills/azure-ai-contentsafety-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentsafety-java",
     "description": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...",
     "risk": "unknown",
@@ -982,7 +982,7 @@
   {
     "id": "azure-ai-contentsafety-py",
     "path": "skills/azure-ai-contentsafety-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-contentsafety-py",
     "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.",
     "risk": "unknown",
@@ -992,7 +992,7 @@
   {
     "id": "azure-ai-contentsafety-ts",
     "path": "skills/azure-ai-contentsafety-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentsafety-ts",
     "description": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...",
     "risk": "unknown",
@@ -1002,7 +1002,7 @@
   {
     "id": "azure-ai-contentunderstanding-py",
     "path": "skills/azure-ai-contentunderstanding-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-contentunderstanding-py",
     "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.",
     "risk": "unknown",
@@ -1012,7 +1012,7 @@
   {
     "id": "azure-ai-document-intelligence-dotnet",
     "path": "skills/azure-ai-document-intelligence-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-document-intelligence-dotnet",
     "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.",
     "risk": "unknown",
@@ -1022,7 +1022,7 @@
   {
     "id": "azure-ai-document-intelligence-ts",
     "path": "skills/azure-ai-document-intelligence-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-document-intelligence-ts",
     "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...",
     "risk": "unknown",
@@ -1032,7 +1032,7 @@
   {
     "id": "azure-ai-formrecognizer-java",
     "path": "skills/azure-ai-formrecognizer-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-formrecognizer-java",
     "description": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...",
     "risk": "unknown",
@@ -1042,7 +1042,7 @@
   {
     "id": "azure-ai-ml-py",
     "path": "skills/azure-ai-ml-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-ml-py",
     "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.",
     "risk": "unknown",
@@ -1052,7 +1052,7 @@
   {
     "id": "azure-ai-openai-dotnet",
     "path": "skills/azure-ai-openai-dotnet",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-openai-dotnet",
     "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.",
     "risk": "unknown",
@@ -1062,7 +1062,7 @@
   {
     "id": "azure-ai-projects-dotnet",
     "path": "skills/azure-ai-projects-dotnet",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-projects-dotnet",
     "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.",
     "risk": "unknown",
@@ -1072,7 +1072,7 @@
   {
     "id": "azure-ai-projects-java",
     "path": "skills/azure-ai-projects-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-projects-java",
     "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.",
     "risk": "unknown",
@@ -1082,7 +1082,7 @@
   {
     "id": "azure-ai-projects-py",
     "path": "skills/azure-ai-projects-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-projects-py",
     "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...",
     "risk": "unknown",
@@ -1092,7 +1092,7 @@
   {
     "id": "azure-ai-projects-ts",
     "path": "skills/azure-ai-projects-ts",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-ai-projects-ts",
     "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...",
     "risk": "unknown",
@@ -1102,7 +1102,7 @@
   {
     "id": "azure-ai-textanalytics-py",
     "path": "skills/azure-ai-textanalytics-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-textanalytics-py",
     "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.",
     "risk": "unknown",
@@ -1112,7 +1112,7 @@
   {
     "id": "azure-ai-transcription-py",
     "path": "skills/azure-ai-transcription-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-transcription-py",
     "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.",
     "risk": "unknown",
@@ -1122,7 +1122,7 @@
   {
     "id": "azure-ai-translation-document-py",
     "path": "skills/azure-ai-translation-document-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-translation-document-py",
     "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.",
     "risk": "unknown",
@@ -1132,7 +1132,7 @@
   {
     "id": "azure-ai-translation-text-py",
     "path": "skills/azure-ai-translation-text-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-translation-text-py",
     "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.",
     "risk": "unknown",
@@ -1142,7 +1142,7 @@
   {
     "id": "azure-ai-translation-ts",
     "path": "skills/azure-ai-translation-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-translation-ts",
     "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...",
     "risk": "unknown",
@@ -1152,7 +1152,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-java",
     "path": "skills/azure-ai-vision-imageanalysis-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-vision-imageanalysis-java",
     "description": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.",
     "risk": "unknown",
@@ -1162,7 +1162,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-py",
     "path": "skills/azure-ai-vision-imageanalysis-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-ai-vision-imageanalysis-py",
     "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.",
     "risk": "unknown",
@@ -1172,7 +1172,7 @@
   {
     "id": "azure-ai-voicelive-dotnet",
     "path": "skills/azure-ai-voicelive-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-dotnet",
     "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1182,7 +1182,7 @@
   {
     "id": "azure-ai-voicelive-java",
     "path": "skills/azure-ai-voicelive-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-java",
     "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.",
     "risk": "unknown",
@@ -1192,7 +1192,7 @@
   {
     "id": "azure-ai-voicelive-py",
     "path": "skills/azure-ai-voicelive-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-ai-voicelive-py",
     "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...",
     "risk": "unknown",
@@ -1202,7 +1202,7 @@
   {
     "id": "azure-ai-voicelive-ts",
     "path": "skills/azure-ai-voicelive-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-ai-voicelive-ts",
     "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1212,7 +1212,7 @@
   {
     "id": "azure-appconfiguration-java",
     "path": "skills/azure-appconfiguration-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-appconfiguration-java",
     "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.",
     "risk": "unknown",
@@ -1222,7 +1222,7 @@
   {
     "id": "azure-appconfiguration-py",
     "path": "skills/azure-appconfiguration-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-appconfiguration-py",
     "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.",
     "risk": "unknown",
@@ -1232,7 +1232,7 @@
   {
     "id": "azure-appconfiguration-ts",
     "path": "skills/azure-appconfiguration-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-appconfiguration-ts",
     "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...",
     "risk": "unknown",
@@ -1242,7 +1242,7 @@
   {
     "id": "azure-communication-callautomation-java",
     "path": "skills/azure-communication-callautomation-java",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "azure-communication-callautomation-java",
     "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...",
     "risk": "unknown",
@@ -1252,7 +1252,7 @@
   {
     "id": "azure-communication-callingserver-java",
     "path": "skills/azure-communication-callingserver-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-callingserver-java",
     "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...",
     "risk": "unknown",
@@ -1262,7 +1262,7 @@
   {
     "id": "azure-communication-chat-java",
     "path": "skills/azure-communication-chat-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-chat-java",
     "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...",
     "risk": "unknown",
@@ -1272,7 +1272,7 @@
   {
     "id": "azure-communication-common-java",
     "path": "skills/azure-communication-common-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-common-java",
     "description": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.",
     "risk": "unknown",
@@ -1282,7 +1282,7 @@
   {
     "id": "azure-communication-sms-java",
     "path": "skills/azure-communication-sms-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-communication-sms-java",
     "description": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.",
     "risk": "unknown",
@@ -1292,7 +1292,7 @@
   {
     "id": "azure-compute-batch-java",
     "path": "skills/azure-compute-batch-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-compute-batch-java",
     "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.",
     "risk": "unknown",
@@ -1302,7 +1302,7 @@
   {
     "id": "azure-containerregistry-py",
     "path": "skills/azure-containerregistry-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-containerregistry-py",
     "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.",
     "risk": "unknown",
@@ -1312,7 +1312,7 @@
   {
     "id": "azure-cosmos-db-py",
     "path": "skills/azure-cosmos-db-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-db-py",
     "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...",
     "risk": "unknown",
@@ -1322,7 +1322,7 @@
   {
     "id": "azure-cosmos-java",
     "path": "skills/azure-cosmos-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-java",
     "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.",
     "risk": "unknown",
@@ -1332,7 +1332,7 @@
   {
     "id": "azure-cosmos-py",
     "path": "skills/azure-cosmos-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-py",
     "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1342,7 +1342,7 @@
   {
     "id": "azure-cosmos-rust",
     "path": "skills/azure-cosmos-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-cosmos-rust",
     "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1352,7 +1352,7 @@
   {
     "id": "azure-cosmos-ts",
     "path": "skills/azure-cosmos-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-cosmos-ts",
     "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.",
     "risk": "unknown",
@@ -1362,7 +1362,7 @@
   {
     "id": "azure-data-tables-java",
     "path": "skills/azure-data-tables-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-data-tables-java",
     "description": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...",
     "risk": "unknown",
@@ -1372,7 +1372,7 @@
   {
     "id": "azure-data-tables-py",
     "path": "skills/azure-data-tables-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-data-tables-py",
     "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.",
     "risk": "unknown",
@@ -1382,7 +1382,7 @@
   {
     "id": "azure-eventgrid-dotnet",
     "path": "skills/azure-eventgrid-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventgrid-dotnet",
     "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.",
     "risk": "unknown",
@@ -1392,7 +1392,7 @@
   {
     "id": "azure-eventgrid-java",
     "path": "skills/azure-eventgrid-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventgrid-java",
     "description": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.",
     "risk": "unknown",
@@ -1402,7 +1402,7 @@
   {
     "id": "azure-eventgrid-py",
     "path": "skills/azure-eventgrid-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-eventgrid-py",
     "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.",
     "risk": "unknown",
@@ -1412,7 +1412,7 @@
   {
     "id": "azure-eventhub-dotnet",
     "path": "skills/azure-eventhub-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-dotnet",
     "description": "Azure Event Hubs SDK for .NET.",
     "risk": "unknown",
@@ -1422,7 +1422,7 @@
   {
     "id": "azure-eventhub-java",
     "path": "skills/azure-eventhub-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-java",
     "description": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.",
     "risk": "unknown",
@@ -1432,7 +1432,7 @@
   {
     "id": "azure-eventhub-py",
     "path": "skills/azure-eventhub-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-py",
     "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.",
     "risk": "unknown",
@@ -1442,7 +1442,7 @@
   {
     "id": "azure-eventhub-rust",
     "path": "skills/azure-eventhub-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-eventhub-rust",
     "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.",
     "risk": "unknown",
@@ -1452,7 +1452,7 @@
   {
     "id": "azure-eventhub-ts",
     "path": "skills/azure-eventhub-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-eventhub-ts",
     "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...",
     "risk": "unknown",
@@ -1462,7 +1462,7 @@
   {
     "id": "azure-functions",
     "path": "skills/azure-functions",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-functions",
     "description": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...",
     "risk": "unknown",
@@ -1472,7 +1472,7 @@
   {
     "id": "azure-identity-dotnet",
     "path": "skills/azure-identity-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-dotnet",
     "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.",
     "risk": "unknown",
@@ -1482,7 +1482,7 @@
   {
     "id": "azure-identity-java",
     "path": "skills/azure-identity-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-java",
     "description": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...",
     "risk": "unknown",
@@ -1492,7 +1492,7 @@
   {
     "id": "azure-identity-py",
     "path": "skills/azure-identity-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-py",
     "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.",
     "risk": "unknown",
@@ -1502,7 +1502,7 @@
   {
     "id": "azure-identity-rust",
     "path": "skills/azure-identity-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-rust",
     "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.",
     "risk": "unknown",
@@ -1512,7 +1512,7 @@
   {
     "id": "azure-identity-ts",
     "path": "skills/azure-identity-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-identity-ts",
     "description": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...",
     "risk": "unknown",
@@ -1522,7 +1522,7 @@
   {
     "id": "azure-keyvault-certificates-rust",
     "path": "skills/azure-keyvault-certificates-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-certificates-rust",
     "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.",
     "risk": "unknown",
@@ -1532,7 +1532,7 @@
   {
     "id": "azure-keyvault-keys-rust",
     "path": "skills/azure-keyvault-keys-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-keys-rust",
     "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".",
     "risk": "unknown",
@@ -1542,7 +1542,7 @@
   {
     "id": "azure-keyvault-keys-ts",
     "path": "skills/azure-keyvault-keys-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-keyvault-keys-ts",
     "description": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.",
     "risk": "unknown",
@@ -1552,7 +1552,7 @@
   {
     "id": "azure-keyvault-py",
     "path": "skills/azure-keyvault-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-keyvault-py",
     "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.",
     "risk": "unknown",
@@ -1562,7 +1562,7 @@
   {
     "id": "azure-keyvault-secrets-rust",
     "path": "skills/azure-keyvault-secrets-rust",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-keyvault-secrets-rust",
     "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".",
     "risk": "unknown",
@@ -1572,7 +1572,7 @@
   {
     "id": "azure-keyvault-secrets-ts",
     "path": "skills/azure-keyvault-secrets-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-keyvault-secrets-ts",
     "description": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.",
     "risk": "unknown",
@@ -1582,7 +1582,7 @@
   {
     "id": "azure-maps-search-dotnet",
     "path": "skills/azure-maps-search-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-maps-search-dotnet",
     "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.",
     "risk": "unknown",
@@ -1592,7 +1592,7 @@
   {
     "id": "azure-messaging-webpubsub-java",
     "path": "skills/azure-messaging-webpubsub-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-messaging-webpubsub-java",
     "description": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.",
     "risk": "unknown",
@@ -1602,7 +1602,7 @@
   {
     "id": "azure-messaging-webpubsubservice-py",
     "path": "skills/azure-messaging-webpubsubservice-py",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-messaging-webpubsubservice-py",
     "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.",
     "risk": "unknown",
@@ -1612,7 +1612,7 @@
   {
     "id": "azure-mgmt-apicenter-dotnet",
     "path": "skills/azure-mgmt-apicenter-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apicenter-dotnet",
     "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.",
     "risk": "unknown",
@@ -1622,7 +1622,7 @@
   {
     "id": "azure-mgmt-apicenter-py",
     "path": "skills/azure-mgmt-apicenter-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apicenter-py",
     "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.",
     "risk": "unknown",
@@ -1632,7 +1632,7 @@
   {
     "id": "azure-mgmt-apimanagement-dotnet",
     "path": "skills/azure-mgmt-apimanagement-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apimanagement-dotnet",
     "description": "Azure Resource Manager SDK for API Management in .NET.",
     "risk": "unknown",
@@ -1642,7 +1642,7 @@
   {
     "id": "azure-mgmt-apimanagement-py",
     "path": "skills/azure-mgmt-apimanagement-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-apimanagement-py",
     "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.",
     "risk": "unknown",
@@ -1652,7 +1652,7 @@
   {
     "id": "azure-mgmt-applicationinsights-dotnet",
     "path": "skills/azure-mgmt-applicationinsights-dotnet",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "azure-mgmt-applicationinsights-dotnet",
     "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.",
     "risk": "unknown",
@@ -1662,7 +1662,7 @@
   {
     "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).",
     "risk": "unknown",
@@ -1672,7 +1672,7 @@
   {
     "id": "azure-mgmt-botservice-dotnet",
     "path": "skills/azure-mgmt-botservice-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-botservice-dotnet",
     "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.",
     "risk": "unknown",
@@ -1682,7 +1682,7 @@
   {
     "id": "azure-mgmt-botservice-py",
     "path": "skills/azure-mgmt-botservice-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-botservice-py",
     "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.",
     "risk": "unknown",
@@ -1692,7 +1692,7 @@
   {
     "id": "azure-mgmt-fabric-dotnet",
     "path": "skills/azure-mgmt-fabric-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-fabric-dotnet",
     "description": "Azure Resource Manager SDK for Fabric in .NET.",
     "risk": "unknown",
@@ -1702,7 +1702,7 @@
   {
     "id": "azure-mgmt-fabric-py",
     "path": "skills/azure-mgmt-fabric-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-fabric-py",
     "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.",
     "risk": "unknown",
@@ -1712,7 +1712,7 @@
   {
     "id": "azure-mgmt-mongodbatlas-dotnet",
     "path": "skills/azure-mgmt-mongodbatlas-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-mongodbatlas-dotnet",
     "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...",
     "risk": "unknown",
@@ -1722,7 +1722,7 @@
   {
     "id": "azure-mgmt-weightsandbiases-dotnet",
     "path": "skills/azure-mgmt-weightsandbiases-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-mgmt-weightsandbiases-dotnet",
     "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.",
     "risk": "unknown",
@@ -1732,7 +1732,7 @@
   {
     "id": "azure-microsoft-playwright-testing-ts",
     "path": "skills/azure-microsoft-playwright-testing-ts",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "azure-microsoft-playwright-testing-ts",
     "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...",
     "risk": "unknown",
@@ -1742,7 +1742,7 @@
   {
     "id": "azure-monitor-ingestion-java",
     "path": "skills/azure-monitor-ingestion-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-ingestion-java",
     "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).",
     "risk": "unknown",
@@ -1752,7 +1752,7 @@
   {
     "id": "azure-monitor-ingestion-py",
     "path": "skills/azure-monitor-ingestion-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-ingestion-py",
     "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.",
     "risk": "unknown",
@@ -1762,7 +1762,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-java",
     "path": "skills/azure-monitor-opentelemetry-exporter-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-exporter-java",
     "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.",
     "risk": "unknown",
@@ -1772,7 +1772,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-py",
     "path": "skills/azure-monitor-opentelemetry-exporter-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-exporter-py",
     "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.",
     "risk": "unknown",
@@ -1782,7 +1782,7 @@
   {
     "id": "azure-monitor-opentelemetry-py",
     "path": "skills/azure-monitor-opentelemetry-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-opentelemetry-py",
     "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.",
     "risk": "unknown",
@@ -1792,7 +1792,7 @@
   {
     "id": "azure-monitor-opentelemetry-ts",
     "path": "skills/azure-monitor-opentelemetry-ts",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-monitor-opentelemetry-ts",
     "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...",
     "risk": "unknown",
@@ -1802,7 +1802,7 @@
   {
     "id": "azure-monitor-query-java",
     "path": "skills/azure-monitor-query-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-query-java",
     "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.",
     "risk": "unknown",
@@ -1812,7 +1812,7 @@
   {
     "id": "azure-monitor-query-py",
     "path": "skills/azure-monitor-query-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-monitor-query-py",
     "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.",
     "risk": "unknown",
@@ -1822,7 +1822,7 @@
   {
     "id": "azure-postgres-ts",
     "path": "skills/azure-postgres-ts",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-postgres-ts",
     "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.",
     "risk": "unknown",
@@ -1832,7 +1832,7 @@
   {
     "id": "azure-resource-manager-cosmosdb-dotnet",
     "path": "skills/azure-resource-manager-cosmosdb-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-cosmosdb-dotnet",
     "description": "Azure Resource Manager SDK for Cosmos DB in .NET.",
     "risk": "unknown",
@@ -1842,7 +1842,7 @@
   {
     "id": "azure-resource-manager-durabletask-dotnet",
     "path": "skills/azure-resource-manager-durabletask-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-durabletask-dotnet",
     "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.",
     "risk": "unknown",
@@ -1852,7 +1852,7 @@
   {
     "id": "azure-resource-manager-mysql-dotnet",
     "path": "skills/azure-resource-manager-mysql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-mysql-dotnet",
     "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1862,7 +1862,7 @@
   {
     "id": "azure-resource-manager-playwright-dotnet",
     "path": "skills/azure-resource-manager-playwright-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-playwright-dotnet",
     "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.",
     "risk": "unknown",
@@ -1872,7 +1872,7 @@
   {
     "id": "azure-resource-manager-postgresql-dotnet",
     "path": "skills/azure-resource-manager-postgresql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-postgresql-dotnet",
     "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1882,7 +1882,7 @@
   {
     "id": "azure-resource-manager-redis-dotnet",
     "path": "skills/azure-resource-manager-redis-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-redis-dotnet",
     "description": "Azure Resource Manager SDK for Redis in .NET.",
     "risk": "unknown",
@@ -1892,7 +1892,7 @@
   {
     "id": "azure-resource-manager-sql-dotnet",
     "path": "skills/azure-resource-manager-sql-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-resource-manager-sql-dotnet",
     "description": "Azure Resource Manager SDK for Azure SQL in .NET.",
     "risk": "unknown",
@@ -1902,7 +1902,7 @@
   {
     "id": "azure-search-documents-dotnet",
     "path": "skills/azure-search-documents-dotnet",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-dotnet",
     "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.",
     "risk": "unknown",
@@ -1912,7 +1912,7 @@
   {
     "id": "azure-search-documents-py",
     "path": "skills/azure-search-documents-py",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-py",
     "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.",
     "risk": "unknown",
@@ -1922,7 +1922,7 @@
   {
     "id": "azure-search-documents-ts",
     "path": "skills/azure-search-documents-ts",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "azure-search-documents-ts",
     "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...",
     "risk": "unknown",
@@ -1932,7 +1932,7 @@
   {
     "id": "azure-security-keyvault-keys-dotnet",
     "path": "skills/azure-security-keyvault-keys-dotnet",
-    "category": "uncategorized",
+    "category": "security",
     "name": "azure-security-keyvault-keys-dotnet",
     "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.",
     "risk": "unknown",
@@ -1942,7 +1942,7 @@
   {
     "id": "azure-security-keyvault-keys-java",
     "path": "skills/azure-security-keyvault-keys-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-security-keyvault-keys-java",
     "description": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.",
     "risk": "unknown",
@@ -1952,7 +1952,7 @@
   {
     "id": "azure-security-keyvault-secrets-java",
     "path": "skills/azure-security-keyvault-secrets-java",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-security-keyvault-secrets-java",
     "description": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.",
     "risk": "unknown",
@@ -1962,7 +1962,7 @@
   {
     "id": "azure-servicebus-dotnet",
     "path": "skills/azure-servicebus-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-servicebus-dotnet",
     "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.",
     "risk": "unknown",
@@ -1972,7 +1972,7 @@
   {
     "id": "azure-servicebus-py",
     "path": "skills/azure-servicebus-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-servicebus-py",
     "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.",
     "risk": "unknown",
@@ -1982,7 +1982,7 @@
   {
     "id": "azure-servicebus-ts",
     "path": "skills/azure-servicebus-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-servicebus-ts",
     "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...",
     "risk": "unknown",
@@ -1992,7 +1992,7 @@
   {
     "id": "azure-speech-to-text-rest-py",
     "path": "skills/azure-speech-to-text-rest-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "azure-speech-to-text-rest-py",
     "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.",
     "risk": "unknown",
@@ -2002,7 +2002,7 @@
   {
     "id": "azure-storage-blob-java",
     "path": "skills/azure-storage-blob-java",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-java",
     "description": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...",
     "risk": "unknown",
@@ -2012,7 +2012,7 @@
   {
     "id": "azure-storage-blob-py",
     "path": "skills/azure-storage-blob-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-py",
     "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.",
     "risk": "unknown",
@@ -2022,7 +2022,7 @@
   {
     "id": "azure-storage-blob-rust",
     "path": "skills/azure-storage-blob-rust",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-blob-rust",
     "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.",
     "risk": "unknown",
@@ -2032,7 +2032,7 @@
   {
     "id": "azure-storage-blob-ts",
     "path": "skills/azure-storage-blob-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-blob-ts",
     "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.",
     "risk": "unknown",
@@ -2042,7 +2042,7 @@
   {
     "id": "azure-storage-file-datalake-py",
     "path": "skills/azure-storage-file-datalake-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-file-datalake-py",
     "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.",
     "risk": "unknown",
@@ -2052,7 +2052,7 @@
   {
     "id": "azure-storage-file-share-py",
     "path": "skills/azure-storage-file-share-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-file-share-py",
     "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.",
     "risk": "unknown",
@@ -2062,7 +2062,7 @@
   {
     "id": "azure-storage-file-share-ts",
     "path": "skills/azure-storage-file-share-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-file-share-ts",
     "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.",
     "risk": "unknown",
@@ -2072,7 +2072,7 @@
   {
     "id": "azure-storage-queue-py",
     "path": "skills/azure-storage-queue-py",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "azure-storage-queue-py",
     "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.",
     "risk": "unknown",
@@ -2082,7 +2082,7 @@
   {
     "id": "azure-storage-queue-ts",
     "path": "skills/azure-storage-queue-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-storage-queue-ts",
     "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.",
     "risk": "unknown",
@@ -2092,7 +2092,7 @@
   {
     "id": "azure-web-pubsub-ts",
     "path": "skills/azure-web-pubsub-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "azure-web-pubsub-ts",
     "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...",
     "risk": "unknown",
@@ -2102,7 +2102,7 @@
   {
     "id": "backend-architect",
     "path": "skills/backend-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-architect",
     "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.",
     "risk": "unknown",
@@ -2112,7 +2112,7 @@
   {
     "id": "backend-dev-guidelines",
     "path": "skills/backend-dev-guidelines",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-dev-guidelines",
     "description": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...",
     "risk": "unknown",
@@ -2122,7 +2122,7 @@
   {
     "id": "backend-development-feature-development",
     "path": "skills/backend-development-feature-development",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "backend-development-feature-development",
     "description": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.",
     "risk": "unknown",
@@ -2132,7 +2132,7 @@
   {
     "id": "backend-security-coder",
     "path": "skills/backend-security-coder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "backend-security-coder",
     "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.",
     "risk": "unknown",
@@ -2142,7 +2142,7 @@
   {
     "id": "backtesting-frameworks",
     "path": "skills/backtesting-frameworks",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "backtesting-frameworks",
     "description": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...",
     "risk": "unknown",
@@ -2152,7 +2152,7 @@
   {
     "id": "bamboohr-automation",
     "path": "skills/bamboohr-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bamboohr-automation",
     "description": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2172,7 +2172,7 @@
   {
     "id": "basecamp-automation",
     "path": "skills/basecamp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "basecamp-automation",
     "description": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2182,7 +2182,7 @@
   {
     "id": "bash-defensive-patterns",
     "path": "skills/bash-defensive-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "bash-defensive-patterns",
     "description": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.",
     "risk": "unknown",
@@ -2192,7 +2192,7 @@
   {
     "id": "bash-linux",
     "path": "skills/bash-linux",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bash-linux",
     "description": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.",
     "risk": "unknown",
@@ -2202,7 +2202,7 @@
   {
     "id": "bash-pro",
     "path": "skills/bash-pro",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bash-pro",
     "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n",
     "risk": "unknown",
@@ -2222,7 +2222,7 @@
   {
     "id": "bats-testing-patterns",
     "path": "skills/bats-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "bats-testing-patterns",
     "description": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.",
     "risk": "unknown",
@@ -2232,7 +2232,7 @@
   {
     "id": "bazel-build-optimization",
     "path": "skills/bazel-build-optimization",
-    "category": "uncategorized",
+    "category": "database",
     "name": "bazel-build-optimization",
     "description": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.",
     "risk": "unknown",
@@ -2242,7 +2242,7 @@
   {
     "id": "beautiful-prose",
     "path": "skills/beautiful-prose",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "beautiful-prose",
     "description": "Hard-edged writing style contract for timeless, forceful English prose without AI tics",
     "risk": "safe",
@@ -2252,7 +2252,7 @@
   {
     "id": "behavioral-modes",
     "path": "skills/behavioral-modes",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "behavioral-modes",
     "description": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.",
     "risk": "unknown",
@@ -2262,7 +2262,7 @@
   {
     "id": "bevy-ecs-expert",
     "path": "skills/bevy-ecs-expert",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "bevy-ecs-expert",
     "description": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.",
     "risk": "safe",
@@ -2272,7 +2272,7 @@
   {
     "id": "billing-automation",
     "path": "skills/billing-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "billing-automation",
     "description": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...",
     "risk": "unknown",
@@ -2282,7 +2282,7 @@
   {
     "id": "binary-analysis-patterns",
     "path": "skills/binary-analysis-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "binary-analysis-patterns",
     "description": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...",
     "risk": "unknown",
@@ -2292,7 +2292,7 @@
   {
     "id": "bitbucket-automation",
     "path": "skills/bitbucket-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "bitbucket-automation",
     "description": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2302,7 +2302,7 @@
   {
     "id": "blockchain-developer",
     "path": "skills/blockchain-developer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "blockchain-developer",
     "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.",
     "risk": "unknown",
@@ -2312,7 +2312,7 @@
   {
     "id": "blockrun",
     "path": "skills/blockrun",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "blockrun",
     "description": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...",
     "risk": "unknown",
@@ -2322,7 +2322,7 @@
   {
     "id": "box-automation",
     "path": "skills/box-automation",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "box-automation",
     "description": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...",
     "risk": "unknown",
@@ -2332,7 +2332,7 @@
   {
     "id": "brainstorming",
     "path": "skills/brainstorming",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brainstorming",
     "description": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.",
     "risk": "unknown",
@@ -2342,7 +2342,7 @@
   {
     "id": "brand-guidelines-anthropic",
     "path": "skills/brand-guidelines-anthropic",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brand-guidelines-anthropic",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2352,7 +2352,7 @@
   {
     "id": "brand-guidelines-community",
     "path": "skills/brand-guidelines-community",
-    "category": "uncategorized",
+    "category": "database",
     "name": "brand-guidelines-community",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2362,7 +2362,7 @@
   {
     "id": "brevo-automation",
     "path": "skills/brevo-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "brevo-automation",
     "description": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...",
     "risk": "unknown",
@@ -2372,7 +2372,7 @@
   {
     "id": "broken-authentication",
     "path": "skills/broken-authentication",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "broken-authentication",
     "description": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...",
     "risk": "unknown",
@@ -2382,7 +2382,7 @@
   {
     "id": "browser-automation",
     "path": "skills/browser-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "browser-automation",
     "description": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...",
     "risk": "unknown",
@@ -2392,7 +2392,7 @@
   {
     "id": "browser-extension-builder",
     "path": "skills/browser-extension-builder",
-    "category": "uncategorized",
+    "category": "content",
     "name": "browser-extension-builder",
     "description": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...",
     "risk": "unknown",
@@ -2402,7 +2402,7 @@
   {
     "id": "bullmq-specialist",
     "path": "skills/bullmq-specialist",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "bullmq-specialist",
     "description": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.",
     "risk": "unknown",
@@ -2412,7 +2412,7 @@
   {
     "id": "bun-development",
     "path": "skills/bun-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "bun-development",
     "description": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...",
     "risk": "unknown",
@@ -2422,7 +2422,7 @@
   {
     "id": "burp-suite-testing",
     "path": "skills/burp-suite-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "burp-suite-testing",
     "description": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...",
     "risk": "unknown",
@@ -2432,7 +2432,7 @@
   {
     "id": "business-analyst",
     "path": "skills/business-analyst",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "business-analyst",
     "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.",
     "risk": "unknown",
@@ -2462,7 +2462,7 @@
   {
     "id": "c4-architecture-c4-architecture",
     "path": "skills/c4-architecture-c4-architecture",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-architecture-c4-architecture",
     "description": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.",
     "risk": "unknown",
@@ -2472,7 +2472,7 @@
   {
     "id": "c4-code",
     "path": "skills/c4-code",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-code",
     "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.",
     "risk": "unknown",
@@ -2482,7 +2482,7 @@
   {
     "id": "c4-component",
     "path": "skills/c4-component",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "c4-component",
     "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.",
     "risk": "unknown",
@@ -2492,7 +2492,7 @@
   {
     "id": "c4-container",
     "path": "skills/c4-container",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "c4-container",
     "description": "Expert C4 Container-level documentation specialist.",
     "risk": "unknown",
@@ -2502,7 +2502,7 @@
   {
     "id": "c4-context",
     "path": "skills/c4-context",
-    "category": "uncategorized",
+    "category": "content",
     "name": "c4-context",
     "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.",
     "risk": "unknown",
@@ -2512,7 +2512,7 @@
   {
     "id": "cal-com-automation",
     "path": "skills/cal-com-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "cal-com-automation",
     "description": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2532,7 +2532,7 @@
   {
     "id": "calendly-automation",
     "path": "skills/calendly-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "calendly-automation",
     "description": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2542,7 +2542,7 @@
   {
     "id": "canva-automation",
     "path": "skills/canva-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "canva-automation",
     "description": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2552,7 +2552,7 @@
   {
     "id": "canvas-design",
     "path": "skills/canvas-design",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "canvas-design",
     "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...",
     "risk": "unknown",
@@ -2562,7 +2562,7 @@
   {
     "id": "carrier-relationship-management",
     "path": "skills/carrier-relationship-management",
-    "category": "uncategorized",
+    "category": "database",
     "name": "carrier-relationship-management",
     "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.",
     "risk": "safe",
@@ -2572,7 +2572,7 @@
   {
     "id": "cc-skill-backend-patterns",
     "path": "skills/cc-skill-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cc-skill-backend-patterns",
     "description": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.",
     "risk": "unknown",
@@ -2582,7 +2582,7 @@
   {
     "id": "cc-skill-clickhouse-io",
     "path": "skills/cc-skill-clickhouse-io",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cc-skill-clickhouse-io",
     "description": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.",
     "risk": "unknown",
@@ -2592,7 +2592,7 @@
   {
     "id": "cc-skill-coding-standards",
     "path": "skills/cc-skill-coding-standards",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "cc-skill-coding-standards",
     "description": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.",
     "risk": "unknown",
@@ -2612,7 +2612,7 @@
   {
     "id": "cc-skill-frontend-patterns",
     "path": "skills/cc-skill-frontend-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "cc-skill-frontend-patterns",
     "description": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.",
     "risk": "unknown",
@@ -2632,7 +2632,7 @@
   {
     "id": "cc-skill-security-review",
     "path": "skills/cc-skill-security-review",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cc-skill-security-review",
     "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...",
     "risk": "unknown",
@@ -2652,7 +2652,7 @@
   {
     "id": "cdk-patterns",
     "path": "skills/cdk-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "cdk-patterns",
     "description": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.",
     "risk": "unknown",
@@ -2662,7 +2662,7 @@
   {
     "id": "changelog-automation",
     "path": "skills/changelog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "changelog-automation",
     "description": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.",
     "risk": "unknown",
@@ -2672,7 +2672,7 @@
   {
     "id": "chrome-extension-developer",
     "path": "skills/chrome-extension-developer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "chrome-extension-developer",
     "description": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.",
     "risk": "safe",
@@ -2682,7 +2682,7 @@
   {
     "id": "cicd-automation-workflow-automate",
     "path": "skills/cicd-automation-workflow-automate",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "cicd-automation-workflow-automate",
     "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...",
     "risk": "unknown",
@@ -2692,7 +2692,7 @@
   {
     "id": "circleci-automation",
     "path": "skills/circleci-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "circleci-automation",
     "description": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2702,7 +2702,7 @@
   {
     "id": "clarity-gate",
     "path": "skills/clarity-gate",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "clarity-gate",
     "description": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow",
     "risk": "safe",
@@ -2712,7 +2712,7 @@
   {
     "id": "claude-ally-health",
     "path": "skills/claude-ally-health",
-    "category": "uncategorized",
+    "category": "database",
     "name": "claude-ally-health",
     "description": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.",
     "risk": "safe",
@@ -2732,7 +2732,7 @@
   {
     "id": "claude-d3js-skill",
     "path": "skills/claude-d3js-skill",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "claude-d3js-skill",
     "description": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...",
     "risk": "unknown",
@@ -2772,7 +2772,7 @@
   {
     "id": "clean-code",
     "path": "skills/clean-code",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "clean-code",
     "description": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...",
     "risk": "safe",
@@ -2782,7 +2782,7 @@
   {
     "id": "clerk-auth",
     "path": "skills/clerk-auth",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "clerk-auth",
     "description": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.",
     "risk": "unknown",
@@ -2792,7 +2792,7 @@
   {
     "id": "clickup-automation",
     "path": "skills/clickup-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "clickup-automation",
     "description": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2802,7 +2802,7 @@
   {
     "id": "close-automation",
     "path": "skills/close-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "close-automation",
     "description": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2812,7 +2812,7 @@
   {
     "id": "cloud-architect",
     "path": "skills/cloud-architect",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloud-architect",
     "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.",
     "risk": "unknown",
@@ -2832,7 +2832,7 @@
   {
     "id": "cloud-penetration-testing",
     "path": "skills/cloud-penetration-testing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloud-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...",
     "risk": "unknown",
@@ -2842,7 +2842,7 @@
   {
     "id": "cloudflare-workers-expert",
     "path": "skills/cloudflare-workers-expert",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloudflare-workers-expert",
     "description": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.",
     "risk": "safe",
@@ -2852,7 +2852,7 @@
   {
     "id": "cloudformation-best-practices",
     "path": "skills/cloudformation-best-practices",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cloudformation-best-practices",
     "description": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.",
     "risk": "unknown",
@@ -2862,7 +2862,7 @@
   {
     "id": "coda-automation",
     "path": "skills/coda-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "coda-automation",
     "description": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2872,7 +2872,7 @@
   {
     "id": "code-documentation-code-explain",
     "path": "skills/code-documentation-code-explain",
-    "category": "uncategorized",
+    "category": "content",
     "name": "code-documentation-code-explain",
     "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...",
     "risk": "unknown",
@@ -2882,7 +2882,7 @@
   {
     "id": "code-documentation-doc-generate",
     "path": "skills/code-documentation-doc-generate",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "code-documentation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -2892,7 +2892,7 @@
   {
     "id": "code-refactoring-context-restore",
     "path": "skills/code-refactoring-context-restore",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "code-refactoring-context-restore",
     "description": "Use when working with code refactoring context restore",
     "risk": "unknown",
@@ -2922,7 +2922,7 @@
   {
     "id": "code-review-ai-ai-review",
     "path": "skills/code-review-ai-ai-review",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "code-review-ai-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -2932,7 +2932,7 @@
   {
     "id": "code-review-checklist",
     "path": "skills/code-review-checklist",
-    "category": "uncategorized",
+    "category": "security",
     "name": "code-review-checklist",
     "description": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability",
     "risk": "unknown",
@@ -2942,7 +2942,7 @@
   {
     "id": "code-review-excellence",
     "path": "skills/code-review-excellence",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "code-review-excellence",
     "description": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...",
     "risk": "unknown",
@@ -2952,7 +2952,7 @@
   {
     "id": "code-reviewer",
     "path": "skills/code-reviewer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "code-reviewer",
     "description": "Elite code review expert specializing in modern AI-powered code",
     "risk": "unknown",
@@ -2962,7 +2962,7 @@
   {
     "id": "codebase-cleanup-deps-audit",
     "path": "skills/codebase-cleanup-deps-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "codebase-cleanup-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -2992,7 +2992,7 @@
   {
     "id": "codex-review",
     "path": "skills/codex-review",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "codex-review",
     "description": "Professional code review with auto CHANGELOG generation, integrated with Codex AI",
     "risk": "unknown",
@@ -3002,7 +3002,7 @@
   {
     "id": "commit",
     "path": "skills/commit",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "commit",
     "description": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...",
     "risk": "safe",
@@ -3012,7 +3012,7 @@
   {
     "id": "competitive-landscape",
     "path": "skills/competitive-landscape",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "competitive-landscape",
     "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...",
     "risk": "unknown",
@@ -3022,7 +3022,7 @@
   {
     "id": "competitor-alternatives",
     "path": "skills/competitor-alternatives",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "competitor-alternatives",
     "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...",
     "risk": "unknown",
@@ -3042,7 +3042,7 @@
   {
     "id": "comprehensive-review-pr-enhance",
     "path": "skills/comprehensive-review-pr-enhance",
-    "category": "uncategorized",
+    "category": "content",
     "name": "comprehensive-review-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...",
     "risk": "unknown",
@@ -3052,7 +3052,7 @@
   {
     "id": "computer-use-agents",
     "path": "skills/computer-use-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "computer-use-agents",
     "description": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...",
     "risk": "unknown",
@@ -3062,7 +3062,7 @@
   {
     "id": "computer-vision-expert",
     "path": "skills/computer-vision-expert",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "computer-vision-expert",
     "description": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.",
     "risk": "unknown",
@@ -3082,7 +3082,7 @@
   {
     "id": "conductor-implement",
     "path": "skills/conductor-implement",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "conductor-implement",
     "description": "Execute tasks from a track's implementation plan following TDD workflow",
     "risk": "unknown",
@@ -3092,7 +3092,7 @@
   {
     "id": "conductor-manage",
     "path": "skills/conductor-manage",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "conductor-manage",
     "description": "Manage track lifecycle: archive, restore, delete, rename, and cleanup",
     "risk": "unknown",
@@ -3112,7 +3112,7 @@
   {
     "id": "conductor-revert",
     "path": "skills/conductor-revert",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "conductor-revert",
     "description": "Git-aware undo by logical work unit (track, phase, or task)",
     "risk": "unknown",
@@ -3122,7 +3122,7 @@
   {
     "id": "conductor-setup",
     "path": "skills/conductor-setup",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "conductor-setup",
     "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n",
     "risk": "unknown",
@@ -3152,7 +3152,7 @@
   {
     "id": "confluence-automation",
     "path": "skills/confluence-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "confluence-automation",
     "description": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3172,7 +3172,7 @@
   {
     "id": "content-marketer",
     "path": "skills/content-marketer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "content-marketer",
     "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.",
     "risk": "unknown",
@@ -3182,7 +3182,7 @@
   {
     "id": "context-compression",
     "path": "skills/context-compression",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "context-compression",
     "description": "Design and evaluate compression strategies for long-running sessions",
     "risk": "safe",
@@ -3192,7 +3192,7 @@
   {
     "id": "context-degradation",
     "path": "skills/context-degradation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "context-degradation",
     "description": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash",
     "risk": "safe",
@@ -3202,7 +3202,7 @@
   {
     "id": "context-driven-development",
     "path": "skills/context-driven-development",
-    "category": "uncategorized",
+    "category": "content",
     "name": "context-driven-development",
     "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...",
     "risk": "unknown",
@@ -3222,7 +3222,7 @@
   {
     "id": "context-management-context-restore",
     "path": "skills/context-management-context-restore",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "context-management-context-restore",
     "description": "Use when working with context management context restore",
     "risk": "unknown",
@@ -3242,7 +3242,7 @@
   {
     "id": "context-manager",
     "path": "skills/context-manager",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "context-manager",
     "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.",
     "risk": "unknown",
@@ -3252,7 +3252,7 @@
   {
     "id": "context-optimization",
     "path": "skills/context-optimization",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "context-optimization",
     "description": "Apply compaction, masking, and caching strategies",
     "risk": "safe",
@@ -3262,7 +3262,7 @@
   {
     "id": "context-window-management",
     "path": "skills/context-window-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "context-window-management",
     "description": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...",
     "risk": "unknown",
@@ -3272,7 +3272,7 @@
   {
     "id": "context7-auto-research",
     "path": "skills/context7-auto-research",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "context7-auto-research",
     "description": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API",
     "risk": "unknown",
@@ -3282,7 +3282,7 @@
   {
     "id": "conversation-memory",
     "path": "skills/conversation-memory",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "conversation-memory",
     "description": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.",
     "risk": "unknown",
@@ -3292,7 +3292,7 @@
   {
     "id": "convertkit-automation",
     "path": "skills/convertkit-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "convertkit-automation",
     "description": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3302,7 +3302,7 @@
   {
     "id": "convex",
     "path": "skills/convex",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "convex",
     "description": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.",
     "risk": "safe",
@@ -3312,7 +3312,7 @@
   {
     "id": "copilot-sdk",
     "path": "skills/copilot-sdk",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "copilot-sdk",
     "description": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...",
     "risk": "unknown",
@@ -3332,7 +3332,7 @@
   {
     "id": "copywriting",
     "path": "skills/copywriting",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "copywriting",
     "description": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.",
     "risk": "unknown",
@@ -3342,7 +3342,7 @@
   {
     "id": "core-components",
     "path": "skills/core-components",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "core-components",
     "description": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.",
     "risk": "unknown",
@@ -3352,7 +3352,7 @@
   {
     "id": "cost-optimization",
     "path": "skills/cost-optimization",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "cost-optimization",
     "description": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...",
     "risk": "unknown",
@@ -3362,7 +3362,7 @@
   {
     "id": "cpp-pro",
     "path": "skills/cpp-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cpp-pro",
     "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.",
     "risk": "unknown",
@@ -3372,7 +3372,7 @@
   {
     "id": "cqrs-implementation",
     "path": "skills/cqrs-implementation",
-    "category": "uncategorized",
+    "category": "database",
     "name": "cqrs-implementation",
     "description": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.",
     "risk": "unknown",
@@ -3382,7 +3382,7 @@
   {
     "id": "create-pr",
     "path": "skills/create-pr",
-    "category": "uncategorized",
+    "category": "content",
     "name": "create-pr",
     "description": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.",
     "risk": "safe",
@@ -3392,7 +3392,7 @@
   {
     "id": "crewai",
     "path": "skills/crewai",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "crewai",
     "description": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...",
     "risk": "unknown",
@@ -3402,7 +3402,7 @@
   {
     "id": "crypto-bd-agent",
     "path": "skills/crypto-bd-agent",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "crypto-bd-agent",
     "description": "Autonomous crypto business development patterns \u2014 multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...",
     "risk": "safe",
@@ -3412,7 +3412,7 @@
   {
     "id": "csharp-pro",
     "path": "skills/csharp-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "csharp-pro",
     "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.",
     "risk": "unknown",
@@ -3422,7 +3422,7 @@
   {
     "id": "culture-index",
     "path": "skills/culture-index",
-    "category": "uncategorized",
+    "category": "database",
     "name": "culture-index",
     "description": "Index and search culture documentation",
     "risk": "safe",
@@ -3432,7 +3432,7 @@
   {
     "id": "customer-support",
     "path": "skills/customer-support",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "customer-support",
     "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.",
     "risk": "unknown",
@@ -3442,7 +3442,7 @@
   {
     "id": "customs-trade-compliance",
     "path": "skills/customs-trade-compliance",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "customs-trade-compliance",
     "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.",
     "risk": "safe",
@@ -3452,7 +3452,7 @@
   {
     "id": "daily-news-report",
     "path": "skills/daily-news-report",
-    "category": "uncategorized",
+    "category": "content",
     "name": "daily-news-report",
     "description": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.",
     "risk": "unknown",
@@ -3462,7 +3462,7 @@
   {
     "id": "data-engineer",
     "path": "skills/data-engineer",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "data-engineer",
     "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.",
     "risk": "unknown",
@@ -3472,7 +3472,7 @@
   {
     "id": "data-engineering-data-driven-feature",
     "path": "skills/data-engineering-data-driven-feature",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "data-engineering-data-driven-feature",
     "description": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.",
     "risk": "unknown",
@@ -3482,7 +3482,7 @@
   {
     "id": "data-engineering-data-pipeline",
     "path": "skills/data-engineering-data-pipeline",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-engineering-data-pipeline",
     "description": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.",
     "risk": "unknown",
@@ -3492,7 +3492,7 @@
   {
     "id": "data-quality-frameworks",
     "path": "skills/data-quality-frameworks",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-quality-frameworks",
     "description": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.",
     "risk": "unknown",
@@ -3502,7 +3502,7 @@
   {
     "id": "data-scientist",
     "path": "skills/data-scientist",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-scientist",
     "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.",
     "risk": "unknown",
@@ -3512,7 +3512,7 @@
   {
     "id": "data-storytelling",
     "path": "skills/data-storytelling",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-storytelling",
     "description": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...",
     "risk": "unknown",
@@ -3522,7 +3522,7 @@
   {
     "id": "data-structure-protocol",
     "path": "skills/data-structure-protocol",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "data-structure-protocol",
     "description": "Give agents persistent structural memory of a codebase \u2014 navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.",
     "risk": "safe",
@@ -3542,7 +3542,7 @@
   {
     "id": "database-admin",
     "path": "skills/database-admin",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "database-admin",
     "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.",
     "risk": "unknown",
@@ -3552,7 +3552,7 @@
   {
     "id": "database-architect",
     "path": "skills/database-architect",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-architect",
     "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.",
     "risk": "unknown",
@@ -3562,7 +3562,7 @@
   {
     "id": "database-cloud-optimization-cost-optimize",
     "path": "skills/database-cloud-optimization-cost-optimize",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-cloud-optimization-cost-optimize",
     "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...",
     "risk": "unknown",
@@ -3572,7 +3572,7 @@
   {
     "id": "database-design",
     "path": "skills/database-design",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-design",
     "description": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.",
     "risk": "unknown",
@@ -3582,7 +3582,7 @@
   {
     "id": "database-migration",
     "path": "skills/database-migration",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migration",
     "description": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...",
     "risk": "unknown",
@@ -3592,7 +3592,7 @@
   {
     "id": "database-migrations-migration-observability",
     "path": "skills/database-migrations-migration-observability",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migrations-migration-observability",
     "description": "Migration monitoring, CDC, and observability infrastructure",
     "risk": "unknown",
@@ -3602,7 +3602,7 @@
   {
     "id": "database-migrations-sql-migrations",
     "path": "skills/database-migrations-sql-migrations",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-migrations-sql-migrations",
     "description": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.",
     "risk": "unknown",
@@ -3612,7 +3612,7 @@
   {
     "id": "database-optimizer",
     "path": "skills/database-optimizer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "database-optimizer",
     "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.",
     "risk": "unknown",
@@ -3622,7 +3622,7 @@
   {
     "id": "datadog-automation",
     "path": "skills/datadog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "datadog-automation",
     "description": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3632,7 +3632,7 @@
   {
     "id": "dbos-golang",
     "path": "skills/dbos-golang",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dbos-golang",
     "description": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...",
     "risk": "safe",
@@ -3642,7 +3642,7 @@
   {
     "id": "dbos-python",
     "path": "skills/dbos-python",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dbos-python",
     "description": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...",
     "risk": "safe",
@@ -3652,7 +3652,7 @@
   {
     "id": "dbos-typescript",
     "path": "skills/dbos-typescript",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "dbos-typescript",
     "description": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...",
     "risk": "safe",
@@ -3662,7 +3662,7 @@
   {
     "id": "dbt-transformation-patterns",
     "path": "skills/dbt-transformation-patterns",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "dbt-transformation-patterns",
     "description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...",
     "risk": "unknown",
@@ -3672,7 +3672,7 @@
   {
     "id": "ddd-context-mapping",
     "path": "skills/ddd-context-mapping",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ddd-context-mapping",
     "description": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.",
     "risk": "safe",
@@ -3682,7 +3682,7 @@
   {
     "id": "ddd-strategic-design",
     "path": "skills/ddd-strategic-design",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ddd-strategic-design",
     "description": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.",
     "risk": "safe",
@@ -3692,7 +3692,7 @@
   {
     "id": "ddd-tactical-patterns",
     "path": "skills/ddd-tactical-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ddd-tactical-patterns",
     "description": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.",
     "risk": "safe",
@@ -3702,7 +3702,7 @@
   {
     "id": "debugger",
     "path": "skills/debugger",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "debugger",
     "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n",
     "risk": "unknown",
@@ -3712,7 +3712,7 @@
   {
     "id": "debugging-strategies",
     "path": "skills/debugging-strategies",
-    "category": "uncategorized",
+    "category": "database",
     "name": "debugging-strategies",
     "description": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...",
     "risk": "unknown",
@@ -3732,7 +3732,7 @@
   {
     "id": "deep-research",
     "path": "skills/deep-research",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "deep-research",
     "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...",
     "risk": "safe",
@@ -3742,7 +3742,7 @@
   {
     "id": "defi-protocol-templates",
     "path": "skills/defi-protocol-templates",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "defi-protocol-templates",
     "description": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.",
     "risk": "unknown",
@@ -3752,7 +3752,7 @@
   {
     "id": "dependency-management-deps-audit",
     "path": "skills/dependency-management-deps-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "dependency-management-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -3762,7 +3762,7 @@
   {
     "id": "dependency-upgrade",
     "path": "skills/dependency-upgrade",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "dependency-upgrade",
     "description": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...",
     "risk": "unknown",
@@ -3772,7 +3772,7 @@
   {
     "id": "deployment-engineer",
     "path": "skills/deployment-engineer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-engineer",
     "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.",
     "risk": "unknown",
@@ -3782,7 +3782,7 @@
   {
     "id": "deployment-pipeline-design",
     "path": "skills/deployment-pipeline-design",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-pipeline-design",
     "description": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...",
     "risk": "unknown",
@@ -3792,7 +3792,7 @@
   {
     "id": "deployment-procedures",
     "path": "skills/deployment-procedures",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-procedures",
     "description": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.",
     "risk": "unknown",
@@ -3802,7 +3802,7 @@
   {
     "id": "deployment-validation-config-validate",
     "path": "skills/deployment-validation-config-validate",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "deployment-validation-config-validate",
     "description": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat",
     "risk": "unknown",
@@ -3822,7 +3822,7 @@
   {
     "id": "design-orchestration",
     "path": "skills/design-orchestration",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "design-orchestration",
     "description": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.",
     "risk": "unknown",
@@ -3842,7 +3842,7 @@
   {
     "id": "devops-troubleshooter",
     "path": "skills/devops-troubleshooter",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "devops-troubleshooter",
     "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.",
     "risk": "unknown",
@@ -3852,7 +3852,7 @@
   {
     "id": "discord-automation",
     "path": "skills/discord-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "discord-automation",
     "description": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3862,7 +3862,7 @@
   {
     "id": "discord-bot-architect",
     "path": "skills/discord-bot-architect",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "discord-bot-architect",
     "description": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.",
     "risk": "unknown",
@@ -3882,7 +3882,7 @@
   {
     "id": "distributed-debugging-debug-trace",
     "path": "skills/distributed-debugging-debug-trace",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "distributed-debugging-debug-trace",
     "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...",
     "risk": "unknown",
@@ -3892,7 +3892,7 @@
   {
     "id": "distributed-tracing",
     "path": "skills/distributed-tracing",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "distributed-tracing",
     "description": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...",
     "risk": "unknown",
@@ -3902,7 +3902,7 @@
   {
     "id": "django-pro",
     "path": "skills/django-pro",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "django-pro",
     "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.",
     "risk": "unknown",
@@ -3912,7 +3912,7 @@
   {
     "id": "doc-coauthoring",
     "path": "skills/doc-coauthoring",
-    "category": "uncategorized",
+    "category": "content",
     "name": "doc-coauthoring",
     "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...",
     "risk": "unknown",
@@ -3932,7 +3932,7 @@
   {
     "id": "docs-architect",
     "path": "skills/docs-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "docs-architect",
     "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.",
     "risk": "unknown",
@@ -3952,7 +3952,7 @@
   {
     "id": "documentation-generation-doc-generate",
     "path": "skills/documentation-generation-doc-generate",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "documentation-generation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -3962,7 +3962,7 @@
   {
     "id": "documentation-templates",
     "path": "skills/documentation-templates",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "documentation-templates",
     "description": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.",
     "risk": "unknown",
@@ -3972,7 +3972,7 @@
   {
     "id": "docusign-automation",
     "path": "skills/docusign-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "docusign-automation",
     "description": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3982,7 +3982,7 @@
   {
     "id": "docx-official",
     "path": "skills/docx-official",
-    "category": "uncategorized",
+    "category": "database",
     "name": "docx-official",
     "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...",
     "risk": "unknown",
@@ -3992,7 +3992,7 @@
   {
     "id": "domain-driven-design",
     "path": "skills/domain-driven-design",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "domain-driven-design",
     "description": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.",
     "risk": "safe",
@@ -4002,7 +4002,7 @@
   {
     "id": "dotnet-architect",
     "path": "skills/dotnet-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-architect",
     "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.",
     "risk": "unknown",
@@ -4012,7 +4012,7 @@
   {
     "id": "dotnet-backend",
     "path": "skills/dotnet-backend",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-backend",
     "description": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.",
     "risk": "safe",
@@ -4022,7 +4022,7 @@
   {
     "id": "dotnet-backend-patterns",
     "path": "skills/dotnet-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "dotnet-backend-patterns",
     "description": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...",
     "risk": "unknown",
@@ -4042,7 +4042,7 @@
   {
     "id": "dropbox-automation",
     "path": "skills/dropbox-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "dropbox-automation",
     "description": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4052,7 +4052,7 @@
   {
     "id": "dx-optimizer",
     "path": "skills/dx-optimizer",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "dx-optimizer",
     "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.",
     "risk": "unknown",
@@ -4072,7 +4072,7 @@
   {
     "id": "e2e-testing-patterns",
     "path": "skills/e2e-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "e2e-testing-patterns",
     "description": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...",
     "risk": "unknown",
@@ -4082,7 +4082,7 @@
   {
     "id": "elixir-pro",
     "path": "skills/elixir-pro",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "elixir-pro",
     "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.",
     "risk": "unknown",
@@ -4092,7 +4092,7 @@
   {
     "id": "email-sequence",
     "path": "skills/email-sequence",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "email-sequence",
     "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...",
     "risk": "unknown",
@@ -4102,7 +4102,7 @@
   {
     "id": "email-systems",
     "path": "skills/email-systems",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "email-systems",
     "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...",
     "risk": "unknown",
@@ -4112,7 +4112,7 @@
   {
     "id": "embedding-strategies",
     "path": "skills/embedding-strategies",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "embedding-strategies",
     "description": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...",
     "risk": "unknown",
@@ -4152,7 +4152,7 @@
   {
     "id": "error-debugging-error-analysis",
     "path": "skills/error-debugging-error-analysis",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "error-debugging-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4162,7 +4162,7 @@
   {
     "id": "error-debugging-error-trace",
     "path": "skills/error-debugging-error-trace",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "error-debugging-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...",
     "risk": "unknown",
@@ -4182,7 +4182,7 @@
   {
     "id": "error-detective",
     "path": "skills/error-detective",
-    "category": "uncategorized",
+    "category": "content",
     "name": "error-detective",
     "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.",
     "risk": "unknown",
@@ -4192,7 +4192,7 @@
   {
     "id": "error-diagnostics-error-analysis",
     "path": "skills/error-diagnostics-error-analysis",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "error-diagnostics-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4202,7 +4202,7 @@
   {
     "id": "error-diagnostics-error-trace",
     "path": "skills/error-diagnostics-error-trace",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "error-diagnostics-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,",
     "risk": "unknown",
@@ -4222,7 +4222,7 @@
   {
     "id": "error-handling-patterns",
     "path": "skills/error-handling-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "error-handling-patterns",
     "description": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...",
     "risk": "unknown",
@@ -4232,7 +4232,7 @@
   {
     "id": "ethical-hacking-methodology",
     "path": "skills/ethical-hacking-methodology",
-    "category": "uncategorized",
+    "category": "security",
     "name": "ethical-hacking-methodology",
     "description": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...",
     "risk": "unknown",
@@ -4252,7 +4252,7 @@
   {
     "id": "event-sourcing-architect",
     "path": "skills/event-sourcing-architect",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "event-sourcing-architect",
     "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...",
     "risk": "unknown",
@@ -4262,7 +4262,7 @@
   {
     "id": "event-store-design",
     "path": "skills/event-store-design",
-    "category": "uncategorized",
+    "category": "content",
     "name": "event-store-design",
     "description": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.",
     "risk": "unknown",
@@ -4272,7 +4272,7 @@
   {
     "id": "exa-search",
     "path": "skills/exa-search",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "exa-search",
     "description": "Semantic search, similar content discovery, and structured research using Exa API",
     "risk": "unknown",
@@ -4282,7 +4282,7 @@
   {
     "id": "executing-plans",
     "path": "skills/executing-plans",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "executing-plans",
     "description": "Use when you have a written implementation plan to execute in a separate session with review checkpoints",
     "risk": "unknown",
@@ -4292,7 +4292,7 @@
   {
     "id": "expo-deployment",
     "path": "skills/expo-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "expo-deployment",
     "description": "Deploy Expo apps to production",
     "risk": "safe",
@@ -4302,7 +4302,7 @@
   {
     "id": "fal-audio",
     "path": "skills/fal-audio",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-audio",
     "description": "Text-to-speech and speech-to-text using fal.ai audio models",
     "risk": "safe",
@@ -4312,7 +4312,7 @@
   {
     "id": "fal-generate",
     "path": "skills/fal-generate",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-generate",
     "description": "Generate images and videos using fal.ai AI models",
     "risk": "safe",
@@ -4322,7 +4322,7 @@
   {
     "id": "fal-image-edit",
     "path": "skills/fal-image-edit",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-image-edit",
     "description": "AI-powered image editing with style transfer and object removal",
     "risk": "safe",
@@ -4332,7 +4332,7 @@
   {
     "id": "fal-platform",
     "path": "skills/fal-platform",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fal-platform",
     "description": "Platform APIs for model management, pricing, and usage tracking",
     "risk": "safe",
@@ -4342,7 +4342,7 @@
   {
     "id": "fal-upscale",
     "path": "skills/fal-upscale",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-upscale",
     "description": "Upscale and enhance image and video resolution using AI",
     "risk": "safe",
@@ -4352,7 +4352,7 @@
   {
     "id": "fal-workflow",
     "path": "skills/fal-workflow",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "fal-workflow",
     "description": "Generate workflow JSON files for chaining AI models",
     "risk": "safe",
@@ -4362,7 +4362,7 @@
   {
     "id": "fastapi-pro",
     "path": "skills/fastapi-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-pro",
     "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.",
     "risk": "unknown",
@@ -4372,7 +4372,7 @@
   {
     "id": "fastapi-router-py",
     "path": "skills/fastapi-router-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-router-py",
     "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...",
     "risk": "unknown",
@@ -4382,7 +4382,7 @@
   {
     "id": "fastapi-templates",
     "path": "skills/fastapi-templates",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "fastapi-templates",
     "description": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.",
     "risk": "unknown",
@@ -4392,7 +4392,7 @@
   {
     "id": "ffuf-claude-skill",
     "path": "skills/ffuf-claude-skill",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ffuf-claude-skill",
     "description": "Web fuzzing with ffuf",
     "risk": "safe",
@@ -4402,7 +4402,7 @@
   {
     "id": "figma-automation",
     "path": "skills/figma-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "figma-automation",
     "description": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4422,7 +4422,7 @@
   {
     "id": "file-path-traversal",
     "path": "skills/file-path-traversal",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "file-path-traversal",
     "description": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...",
     "risk": "unknown",
@@ -4432,7 +4432,7 @@
   {
     "id": "file-uploads",
     "path": "skills/file-uploads",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "file-uploads",
     "description": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...",
     "risk": "unknown",
@@ -4442,7 +4442,7 @@
   {
     "id": "find-bugs",
     "path": "skills/find-bugs",
-    "category": "uncategorized",
+    "category": "security",
     "name": "find-bugs",
     "description": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.",
     "risk": "safe",
@@ -4452,7 +4452,7 @@
   {
     "id": "finishing-a-development-branch",
     "path": "skills/finishing-a-development-branch",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "finishing-a-development-branch",
     "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup",
     "risk": "unknown",
@@ -4462,7 +4462,7 @@
   {
     "id": "firebase",
     "path": "skills/firebase",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "firebase",
     "description": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...",
     "risk": "unknown",
@@ -4472,7 +4472,7 @@
   {
     "id": "firecrawl-scraper",
     "path": "skills/firecrawl-scraper",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "firecrawl-scraper",
     "description": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API",
     "risk": "unknown",
@@ -4482,7 +4482,7 @@
   {
     "id": "firmware-analyst",
     "path": "skills/firmware-analyst",
-    "category": "uncategorized",
+    "category": "security",
     "name": "firmware-analyst",
     "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.",
     "risk": "unknown",
@@ -4492,7 +4492,7 @@
   {
     "id": "fix-review",
     "path": "skills/fix-review",
-    "category": "uncategorized",
+    "category": "security",
     "name": "fix-review",
     "description": "Verify fix commits address audit findings without new bugs",
     "risk": "safe",
@@ -4502,7 +4502,7 @@
   {
     "id": "flutter-expert",
     "path": "skills/flutter-expert",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "flutter-expert",
     "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.",
     "risk": "unknown",
@@ -4512,7 +4512,7 @@
   {
     "id": "form-cro",
     "path": "skills/form-cro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "form-cro",
     "description": "Optimize any form that is NOT signup or account registration \u2014 including lead capture, contact, demo request, application, survey, quote, and checkout forms.",
     "risk": "unknown",
@@ -4522,7 +4522,7 @@
   {
     "id": "fp-ts-errors",
     "path": "skills/fp-ts-errors",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "fp-ts-errors",
     "description": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.",
     "risk": "safe",
@@ -4532,7 +4532,7 @@
   {
     "id": "fp-ts-pragmatic",
     "path": "skills/fp-ts-pragmatic",
-    "category": "uncategorized",
+    "category": "content",
     "name": "fp-ts-pragmatic",
     "description": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.",
     "risk": "safe",
@@ -4542,7 +4542,7 @@
   {
     "id": "fp-ts-react",
     "path": "skills/fp-ts-react",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "fp-ts-react",
     "description": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.",
     "risk": "safe",
@@ -4552,7 +4552,7 @@
   {
     "id": "framework-migration-code-migrate",
     "path": "skills/framework-migration-code-migrate",
-    "category": "uncategorized",
+    "category": "database",
     "name": "framework-migration-code-migrate",
     "description": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and",
     "risk": "unknown",
@@ -4562,7 +4562,7 @@
   {
     "id": "framework-migration-deps-upgrade",
     "path": "skills/framework-migration-deps-upgrade",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "framework-migration-deps-upgrade",
     "description": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa",
     "risk": "unknown",
@@ -4572,7 +4572,7 @@
   {
     "id": "framework-migration-legacy-modernize",
     "path": "skills/framework-migration-legacy-modernize",
-    "category": "uncategorized",
+    "category": "database",
     "name": "framework-migration-legacy-modernize",
     "description": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex",
     "risk": "unknown",
@@ -4582,7 +4582,7 @@
   {
     "id": "free-tool-strategy",
     "path": "skills/free-tool-strategy",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "free-tool-strategy",
     "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...",
     "risk": "unknown",
@@ -4592,7 +4592,7 @@
   {
     "id": "freshdesk-automation",
     "path": "skills/freshdesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "freshdesk-automation",
     "description": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4602,7 +4602,7 @@
   {
     "id": "freshservice-automation",
     "path": "skills/freshservice-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "freshservice-automation",
     "description": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4612,7 +4612,7 @@
   {
     "id": "frontend-design",
     "path": "skills/frontend-design",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-design",
     "description": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...",
     "risk": "unknown",
@@ -4622,7 +4622,7 @@
   {
     "id": "frontend-dev-guidelines",
     "path": "skills/frontend-dev-guidelines",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-dev-guidelines",
     "description": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...",
     "risk": "unknown",
@@ -4632,7 +4632,7 @@
   {
     "id": "frontend-developer",
     "path": "skills/frontend-developer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-developer",
     "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.",
     "risk": "unknown",
@@ -4642,7 +4642,7 @@
   {
     "id": "frontend-mobile-development-component-scaffold",
     "path": "skills/frontend-mobile-development-component-scaffold",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-mobile-development-component-scaffold",
     "description": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s",
     "risk": "unknown",
@@ -4652,7 +4652,7 @@
   {
     "id": "frontend-mobile-security-xss-scan",
     "path": "skills/frontend-mobile-security-xss-scan",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-mobile-security-xss-scan",
     "description": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi",
     "risk": "unknown",
@@ -4662,7 +4662,7 @@
   {
     "id": "frontend-security-coder",
     "path": "skills/frontend-security-coder",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-security-coder",
     "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.",
     "risk": "unknown",
@@ -4672,7 +4672,7 @@
   {
     "id": "frontend-slides",
     "path": "skills/frontend-slides",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-slides",
     "description": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...",
     "risk": "safe",
@@ -4682,7 +4682,7 @@
   {
     "id": "frontend-ui-dark-ts",
     "path": "skills/frontend-ui-dark-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "frontend-ui-dark-ts",
     "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...",
     "risk": "unknown",
@@ -4692,7 +4692,7 @@
   {
     "id": "full-stack-orchestration-full-stack-feature",
     "path": "skills/full-stack-orchestration-full-stack-feature",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "full-stack-orchestration-full-stack-feature",
     "description": "Use when working with full stack orchestration full stack feature",
     "risk": "unknown",
@@ -4712,7 +4712,7 @@
   {
     "id": "game-audio",
     "path": "skills/game-development/game-audio",
-    "category": "game-development",
+    "category": "testing",
     "name": "game-audio",
     "description": "Game audio principles. Sound design, music integration, adaptive audio systems.",
     "risk": "unknown",
@@ -4732,7 +4732,7 @@
   {
     "id": "game-development",
     "path": "skills/game-development",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "game-development",
     "description": "Game development orchestrator. Routes to platform-specific skills based on project needs.",
     "risk": "unknown",
@@ -4742,7 +4742,7 @@
   {
     "id": "gcp-cloud-run",
     "path": "skills/gcp-cloud-run",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "gcp-cloud-run",
     "description": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...",
     "risk": "unknown",
@@ -4752,7 +4752,7 @@
   {
     "id": "gdpr-data-handling",
     "path": "skills/gdpr-data-handling",
-    "category": "uncategorized",
+    "category": "security",
     "name": "gdpr-data-handling",
     "description": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...",
     "risk": "unknown",
@@ -4762,7 +4762,7 @@
   {
     "id": "gemini-api-dev",
     "path": "skills/gemini-api-dev",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "gemini-api-dev",
     "description": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...",
     "risk": "unknown",
@@ -4772,7 +4772,7 @@
   {
     "id": "gemini-api-integration",
     "path": "skills/gemini-api-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "gemini-api-integration",
     "description": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.",
     "risk": "safe",
@@ -4782,7 +4782,7 @@
   {
     "id": "geo-fundamentals",
     "path": "skills/geo-fundamentals",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "geo-fundamentals",
     "description": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).",
     "risk": "unknown",
@@ -4792,7 +4792,7 @@
   {
     "id": "git-advanced-workflows",
     "path": "skills/git-advanced-workflows",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-advanced-workflows",
     "description": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...",
     "risk": "unknown",
@@ -4802,7 +4802,7 @@
   {
     "id": "git-pr-workflows-git-workflow",
     "path": "skills/git-pr-workflows-git-workflow",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pr-workflows-git-workflow",
     "description": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g",
     "risk": "unknown",
@@ -4812,7 +4812,7 @@
   {
     "id": "git-pr-workflows-onboard",
     "path": "skills/git-pr-workflows-onboard",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "git-pr-workflows-onboard",
     "description": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You",
     "risk": "unknown",
@@ -4822,7 +4822,7 @@
   {
     "id": "git-pr-workflows-pr-enhance",
     "path": "skills/git-pr-workflows-pr-enhance",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pr-workflows-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu",
     "risk": "unknown",
@@ -4832,7 +4832,7 @@
   {
     "id": "git-pushing",
     "path": "skills/git-pushing",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "git-pushing",
     "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...",
     "risk": "unknown",
@@ -4842,7 +4842,7 @@
   {
     "id": "github-actions-templates",
     "path": "skills/github-actions-templates",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "github-actions-templates",
     "description": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...",
     "risk": "unknown",
@@ -4852,7 +4852,7 @@
   {
     "id": "github-automation",
     "path": "skills/github-automation",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "github-automation",
     "description": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.",
     "risk": "unknown",
@@ -4862,7 +4862,7 @@
   {
     "id": "github-issue-creator",
     "path": "skills/github-issue-creator",
-    "category": "uncategorized",
+    "category": "content",
     "name": "github-issue-creator",
     "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...",
     "risk": "unknown",
@@ -4872,7 +4872,7 @@
   {
     "id": "github-workflow-automation",
     "path": "skills/github-workflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "github-workflow-automation",
     "description": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...",
     "risk": "unknown",
@@ -4882,7 +4882,7 @@
   {
     "id": "gitlab-automation",
     "path": "skills/gitlab-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "gitlab-automation",
     "description": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4892,7 +4892,7 @@
   {
     "id": "gitlab-ci-patterns",
     "path": "skills/gitlab-ci-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "gitlab-ci-patterns",
     "description": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...",
     "risk": "unknown",
@@ -4902,7 +4902,7 @@
   {
     "id": "gitops-workflow",
     "path": "skills/gitops-workflow",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "gitops-workflow",
     "description": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...",
     "risk": "unknown",
@@ -4912,7 +4912,7 @@
   {
     "id": "gmail-automation",
     "path": "skills/gmail-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "gmail-automation",
     "description": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4922,7 +4922,7 @@
   {
     "id": "go-concurrency-patterns",
     "path": "skills/go-concurrency-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "go-concurrency-patterns",
     "description": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.",
     "risk": "unknown",
@@ -4932,7 +4932,7 @@
   {
     "id": "go-playwright",
     "path": "skills/go-playwright",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "go-playwright",
     "description": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.",
     "risk": "safe",
@@ -4942,7 +4942,7 @@
   {
     "id": "go-rod-master",
     "path": "skills/go-rod-master",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "go-rod-master",
     "description": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.",
     "risk": "safe",
@@ -4952,7 +4952,7 @@
   {
     "id": "godot-4-migration",
     "path": "skills/godot-4-migration",
-    "category": "uncategorized",
+    "category": "database",
     "name": "godot-4-migration",
     "description": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.",
     "risk": "safe",
@@ -4962,7 +4962,7 @@
   {
     "id": "godot-gdscript-patterns",
     "path": "skills/godot-gdscript-patterns",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "godot-gdscript-patterns",
     "description": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.",
     "risk": "unknown",
@@ -4972,7 +4972,7 @@
   {
     "id": "golang-pro",
     "path": "skills/golang-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "golang-pro",
     "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.",
     "risk": "unknown",
@@ -4982,7 +4982,7 @@
   {
     "id": "google-analytics-automation",
     "path": "skills/google-analytics-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-analytics-automation",
     "description": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4992,7 +4992,7 @@
   {
     "id": "google-calendar-automation",
     "path": "skills/google-calendar-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-calendar-automation",
     "description": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...",
     "risk": "unknown",
@@ -5002,7 +5002,7 @@
   {
     "id": "google-drive-automation",
     "path": "skills/google-drive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "google-drive-automation",
     "description": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...",
     "risk": "unknown",
@@ -5012,7 +5012,7 @@
   {
     "id": "googlesheets-automation",
     "path": "skills/googlesheets-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "googlesheets-automation",
     "description": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.",
     "risk": "unknown",
@@ -5022,7 +5022,7 @@
   {
     "id": "grafana-dashboards",
     "path": "skills/grafana-dashboards",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "grafana-dashboards",
     "description": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...",
     "risk": "unknown",
@@ -5032,7 +5032,7 @@
   {
     "id": "graphql",
     "path": "skills/graphql",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "graphql",
     "description": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...",
     "risk": "unknown",
@@ -5042,7 +5042,7 @@
   {
     "id": "graphql-architect",
     "path": "skills/graphql-architect",
-    "category": "uncategorized",
+    "category": "database",
     "name": "graphql-architect",
     "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.",
     "risk": "unknown",
@@ -5052,7 +5052,7 @@
   {
     "id": "grpc-golang",
     "path": "skills/grpc-golang",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "grpc-golang",
     "description": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.",
     "risk": "safe",
@@ -5072,7 +5072,7 @@
   {
     "id": "helm-chart-scaffolding",
     "path": "skills/helm-chart-scaffolding",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "helm-chart-scaffolding",
     "description": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...",
     "risk": "unknown",
@@ -5082,7 +5082,7 @@
   {
     "id": "helpdesk-automation",
     "path": "skills/helpdesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "helpdesk-automation",
     "description": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5102,7 +5102,7 @@
   {
     "id": "hig-components-content",
     "path": "skills/hig-components-content",
-    "category": "uncategorized",
+    "category": "content",
     "name": "hig-components-content",
     "description": "Apple Human Interface Guidelines for content display components.",
     "risk": "unknown",
@@ -5112,7 +5112,7 @@
   {
     "id": "hig-components-controls",
     "path": "skills/hig-components-controls",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-controls",
     "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...",
     "risk": "unknown",
@@ -5122,7 +5122,7 @@
   {
     "id": "hig-components-dialogs",
     "path": "skills/hig-components-dialogs",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-dialogs",
     "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.",
     "risk": "unknown",
@@ -5132,7 +5132,7 @@
   {
     "id": "hig-components-layout",
     "path": "skills/hig-components-layout",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-layout",
     "description": "Apple Human Interface Guidelines for layout and navigation components.",
     "risk": "unknown",
@@ -5142,7 +5142,7 @@
   {
     "id": "hig-components-menus",
     "path": "skills/hig-components-menus",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-menus",
     "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...",
     "risk": "unknown",
@@ -5152,7 +5152,7 @@
   {
     "id": "hig-components-search",
     "path": "skills/hig-components-search",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-search",
     "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.",
     "risk": "unknown",
@@ -5162,7 +5162,7 @@
   {
     "id": "hig-components-status",
     "path": "skills/hig-components-status",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "hig-components-status",
     "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.",
     "risk": "unknown",
@@ -5172,7 +5172,7 @@
   {
     "id": "hig-components-system",
     "path": "skills/hig-components-system",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-components-system",
     "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.",
     "risk": "unknown",
@@ -5182,7 +5182,7 @@
   {
     "id": "hig-foundations",
     "path": "skills/hig-foundations",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-foundations",
     "description": "Apple Human Interface Guidelines design foundations.",
     "risk": "unknown",
@@ -5192,7 +5192,7 @@
   {
     "id": "hig-inputs",
     "path": "skills/hig-inputs",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "hig-inputs",
     "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...",
     "risk": "unknown",
@@ -5202,7 +5202,7 @@
   {
     "id": "hig-patterns",
     "path": "skills/hig-patterns",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "hig-patterns",
     "description": "Apple Human Interface Guidelines interaction and UX patterns.",
     "risk": "unknown",
@@ -5212,7 +5212,7 @@
   {
     "id": "hig-platforms",
     "path": "skills/hig-platforms",
-    "category": "uncategorized",
+    "category": "database",
     "name": "hig-platforms",
     "description": "Apple Human Interface Guidelines for platform-specific design.",
     "risk": "unknown",
@@ -5222,7 +5222,7 @@
   {
     "id": "hig-project-context",
     "path": "skills/hig-project-context",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hig-project-context",
     "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.",
     "risk": "unknown",
@@ -5232,7 +5232,7 @@
   {
     "id": "hig-technologies",
     "path": "skills/hig-technologies",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hig-technologies",
     "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...",
     "risk": "unknown",
@@ -5242,7 +5242,7 @@
   {
     "id": "hosted-agents-v2-py",
     "path": "skills/hosted-agents-v2-py",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "hosted-agents-v2-py",
     "description": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.",
     "risk": "unknown",
@@ -5252,7 +5252,7 @@
   {
     "id": "hr-pro",
     "path": "skills/hr-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "hr-pro",
     "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.",
     "risk": "unknown",
@@ -5262,7 +5262,7 @@
   {
     "id": "html-injection-testing",
     "path": "skills/html-injection-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "html-injection-testing",
     "description": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...",
     "risk": "unknown",
@@ -5272,7 +5272,7 @@
   {
     "id": "hubspot-automation",
     "path": "skills/hubspot-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "hubspot-automation",
     "description": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.",
     "risk": "unknown",
@@ -5282,7 +5282,7 @@
   {
     "id": "hubspot-integration",
     "path": "skills/hubspot-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hubspot-integration",
     "description": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...",
     "risk": "unknown",
@@ -5292,7 +5292,7 @@
   {
     "id": "hugging-face-cli",
     "path": "skills/hugging-face-cli",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hugging-face-cli",
     "description": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...",
     "risk": "safe",
@@ -5302,7 +5302,7 @@
   {
     "id": "hugging-face-jobs",
     "path": "skills/hugging-face-jobs",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "hugging-face-jobs",
     "description": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...",
     "risk": "safe",
@@ -5312,7 +5312,7 @@
   {
     "id": "hybrid-cloud-architect",
     "path": "skills/hybrid-cloud-architect",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "hybrid-cloud-architect",
     "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).",
     "risk": "unknown",
@@ -5322,7 +5322,7 @@
   {
     "id": "hybrid-cloud-networking",
     "path": "skills/hybrid-cloud-networking",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "hybrid-cloud-networking",
     "description": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...",
     "risk": "unknown",
@@ -5332,7 +5332,7 @@
   {
     "id": "hybrid-search-implementation",
     "path": "skills/hybrid-search-implementation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "hybrid-search-implementation",
     "description": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.",
     "risk": "unknown",
@@ -5352,7 +5352,7 @@
   {
     "id": "idor-testing",
     "path": "skills/idor-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "idor-testing",
     "description": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...",
     "risk": "unknown",
@@ -5362,7 +5362,7 @@
   {
     "id": "imagen",
     "path": "skills/imagen",
-    "category": "uncategorized",
+    "category": "content",
     "name": "imagen",
     "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.",
     "risk": "safe",
@@ -5382,7 +5382,7 @@
   {
     "id": "incident-responder",
     "path": "skills/incident-responder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "incident-responder",
     "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.",
     "risk": "unknown",
@@ -5402,7 +5402,7 @@
   {
     "id": "incident-response-smart-fix",
     "path": "skills/incident-response-smart-fix",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "incident-response-smart-fix",
     "description": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res",
     "risk": "unknown",
@@ -5422,7 +5422,7 @@
   {
     "id": "infinite-gratitude",
     "path": "skills/infinite-gratitude",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "infinite-gratitude",
     "description": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).",
     "risk": "safe",
@@ -5432,7 +5432,7 @@
   {
     "id": "inngest",
     "path": "skills/inngest",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "inngest",
     "description": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...",
     "risk": "unknown",
@@ -5442,7 +5442,7 @@
   {
     "id": "instagram-automation",
     "path": "skills/instagram-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "instagram-automation",
     "description": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5452,7 +5452,7 @@
   {
     "id": "interactive-portfolio",
     "path": "skills/interactive-portfolio",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "interactive-portfolio",
     "description": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...",
     "risk": "unknown",
@@ -5462,7 +5462,7 @@
   {
     "id": "intercom-automation",
     "path": "skills/intercom-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "intercom-automation",
     "description": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5472,7 +5472,7 @@
   {
     "id": "internal-comms-anthropic",
     "path": "skills/internal-comms-anthropic",
-    "category": "uncategorized",
+    "category": "database",
     "name": "internal-comms-anthropic",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5482,7 +5482,7 @@
   {
     "id": "internal-comms-community",
     "path": "skills/internal-comms-community",
-    "category": "uncategorized",
+    "category": "database",
     "name": "internal-comms-community",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5492,7 +5492,7 @@
   {
     "id": "inventory-demand-planning",
     "path": "skills/inventory-demand-planning",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "inventory-demand-planning",
     "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.",
     "risk": "safe",
@@ -5502,7 +5502,7 @@
   {
     "id": "ios-developer",
     "path": "skills/ios-developer",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "ios-developer",
     "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.",
     "risk": "unknown",
@@ -5512,7 +5512,7 @@
   {
     "id": "istio-traffic-management",
     "path": "skills/istio-traffic-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "istio-traffic-management",
     "description": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...",
     "risk": "unknown",
@@ -5522,7 +5522,7 @@
   {
     "id": "iterate-pr",
     "path": "skills/iterate-pr",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "iterate-pr",
     "description": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.",
     "risk": "safe",
@@ -5532,7 +5532,7 @@
   {
     "id": "java-pro",
     "path": "skills/java-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "java-pro",
     "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.",
     "risk": "unknown",
@@ -5542,7 +5542,7 @@
   {
     "id": "javascript-mastery",
     "path": "skills/javascript-mastery",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "javascript-mastery",
     "description": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...",
     "risk": "unknown",
@@ -5552,7 +5552,7 @@
   {
     "id": "javascript-pro",
     "path": "skills/javascript-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "javascript-pro",
     "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.",
     "risk": "unknown",
@@ -5562,7 +5562,7 @@
   {
     "id": "javascript-testing-patterns",
     "path": "skills/javascript-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "javascript-testing-patterns",
     "description": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...",
     "risk": "unknown",
@@ -5572,7 +5572,7 @@
   {
     "id": "javascript-typescript-typescript-scaffold",
     "path": "skills/javascript-typescript-typescript-scaffold",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "javascript-typescript-typescript-scaffold",
     "description": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N",
     "risk": "unknown",
@@ -5582,7 +5582,7 @@
   {
     "id": "jira-automation",
     "path": "skills/jira-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "jira-automation",
     "description": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5592,7 +5592,7 @@
   {
     "id": "julia-pro",
     "path": "skills/julia-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "julia-pro",
     "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.",
     "risk": "unknown",
@@ -5602,7 +5602,7 @@
   {
     "id": "k8s-manifest-generator",
     "path": "skills/k8s-manifest-generator",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "k8s-manifest-generator",
     "description": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...",
     "risk": "unknown",
@@ -5612,7 +5612,7 @@
   {
     "id": "k8s-security-policies",
     "path": "skills/k8s-security-policies",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "k8s-security-policies",
     "description": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...",
     "risk": "unknown",
@@ -5622,7 +5622,7 @@
   {
     "id": "kaizen",
     "path": "skills/kaizen",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "kaizen",
     "description": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.",
     "risk": "unknown",
@@ -5632,7 +5632,7 @@
   {
     "id": "klaviyo-automation",
     "path": "skills/klaviyo-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "klaviyo-automation",
     "description": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5642,7 +5642,7 @@
   {
     "id": "kotlin-coroutines-expert",
     "path": "skills/kotlin-coroutines-expert",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "kotlin-coroutines-expert",
     "description": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.",
     "risk": "safe",
@@ -5652,7 +5652,7 @@
   {
     "id": "kpi-dashboard-design",
     "path": "skills/kpi-dashboard-design",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "kpi-dashboard-design",
     "description": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...",
     "risk": "unknown",
@@ -5662,7 +5662,7 @@
   {
     "id": "kubernetes-architect",
     "path": "skills/kubernetes-architect",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "kubernetes-architect",
     "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.",
     "risk": "unknown",
@@ -5682,7 +5682,7 @@
   {
     "id": "langchain-architecture",
     "path": "skills/langchain-architecture",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langchain-architecture",
     "description": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...",
     "risk": "unknown",
@@ -5692,7 +5692,7 @@
   {
     "id": "langfuse",
     "path": "skills/langfuse",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langfuse",
     "description": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...",
     "risk": "unknown",
@@ -5702,7 +5702,7 @@
   {
     "id": "langgraph",
     "path": "skills/langgraph",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "langgraph",
     "description": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...",
     "risk": "unknown",
@@ -5712,7 +5712,7 @@
   {
     "id": "laravel-expert",
     "path": "skills/laravel-expert",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "laravel-expert",
     "description": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).",
     "risk": "safe",
@@ -5722,7 +5722,7 @@
   {
     "id": "laravel-security-audit",
     "path": "skills/laravel-security-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "laravel-security-audit",
     "description": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.",
     "risk": "safe",
@@ -5732,7 +5732,7 @@
   {
     "id": "last30days",
     "path": "skills/last30days",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "last30days",
     "description": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.",
     "risk": "unknown",
@@ -5762,7 +5762,7 @@
   {
     "id": "legal-advisor",
     "path": "skills/legal-advisor",
-    "category": "uncategorized",
+    "category": "security",
     "name": "legal-advisor",
     "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.",
     "risk": "unknown",
@@ -5772,7 +5772,7 @@
   {
     "id": "lightning-architecture-review",
     "path": "skills/lightning-architecture-review",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "lightning-architecture-review",
     "description": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.",
     "risk": "unknown",
@@ -5792,7 +5792,7 @@
   {
     "id": "lightning-factory-explainer",
     "path": "skills/lightning-factory-explainer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "lightning-factory-explainer",
     "description": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol \u2014 scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.",
     "risk": "unknown",
@@ -5802,7 +5802,7 @@
   {
     "id": "linear-automation",
     "path": "skills/linear-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linear-automation",
     "description": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5822,7 +5822,7 @@
   {
     "id": "linkedin-automation",
     "path": "skills/linkedin-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linkedin-automation",
     "description": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5832,7 +5832,7 @@
   {
     "id": "linkedin-cli",
     "path": "skills/linkedin-cli",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "linkedin-cli",
     "description": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.",
     "risk": "safe",
@@ -5842,7 +5842,7 @@
   {
     "id": "linkerd-patterns",
     "path": "skills/linkerd-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "linkerd-patterns",
     "description": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...",
     "risk": "unknown",
@@ -5852,7 +5852,7 @@
   {
     "id": "lint-and-validate",
     "path": "skills/lint-and-validate",
-    "category": "uncategorized",
+    "category": "database",
     "name": "lint-and-validate",
     "description": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...",
     "risk": "unknown",
@@ -5862,7 +5862,7 @@
   {
     "id": "linux-privilege-escalation",
     "path": "skills/linux-privilege-escalation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "linux-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...",
     "risk": "unknown",
@@ -5872,7 +5872,7 @@
   {
     "id": "linux-shell-scripting",
     "path": "skills/linux-shell-scripting",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "linux-shell-scripting",
     "description": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...",
     "risk": "unknown",
@@ -5892,7 +5892,7 @@
   {
     "id": "llm-app-patterns",
     "path": "skills/llm-app-patterns",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-app-patterns",
     "description": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...",
     "risk": "unknown",
@@ -5902,7 +5902,7 @@
   {
     "id": "llm-application-dev-ai-assistant",
     "path": "skills/llm-application-dev-ai-assistant",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-ai-assistant",
     "description": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur",
     "risk": "unknown",
@@ -5912,7 +5912,7 @@
   {
     "id": "llm-application-dev-langchain-agent",
     "path": "skills/llm-application-dev-langchain-agent",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-langchain-agent",
     "description": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.",
     "risk": "unknown",
@@ -5922,7 +5922,7 @@
   {
     "id": "llm-application-dev-prompt-optimize",
     "path": "skills/llm-application-dev-prompt-optimize",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-application-dev-prompt-optimize",
     "description": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati",
     "risk": "unknown",
@@ -5932,7 +5932,7 @@
   {
     "id": "llm-evaluation",
     "path": "skills/llm-evaluation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-evaluation",
     "description": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...",
     "risk": "unknown",
@@ -5942,7 +5942,7 @@
   {
     "id": "llm-prompt-optimizer",
     "path": "skills/llm-prompt-optimizer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "llm-prompt-optimizer",
     "description": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.",
     "risk": "safe",
@@ -5952,7 +5952,7 @@
   {
     "id": "local-legal-seo-audit",
     "path": "skills/local-legal-seo-audit",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "local-legal-seo-audit",
     "description": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.",
     "risk": "safe",
@@ -5962,7 +5962,7 @@
   {
     "id": "logistics-exception-management",
     "path": "skills/logistics-exception-management",
-    "category": "uncategorized",
+    "category": "database",
     "name": "logistics-exception-management",
     "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.",
     "risk": "safe",
@@ -5972,7 +5972,7 @@
   {
     "id": "loki-mode",
     "path": "skills/loki-mode",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "loki-mode",
     "description": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...",
     "risk": "unknown",
@@ -5982,7 +5982,7 @@
   {
     "id": "m365-agents-dotnet",
     "path": "skills/m365-agents-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "m365-agents-dotnet",
     "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.",
     "risk": "unknown",
@@ -5992,7 +5992,7 @@
   {
     "id": "m365-agents-py",
     "path": "skills/m365-agents-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "m365-agents-py",
     "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.",
     "risk": "unknown",
@@ -6002,7 +6002,7 @@
   {
     "id": "m365-agents-ts",
     "path": "skills/m365-agents-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "m365-agents-ts",
     "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.",
     "risk": "unknown",
@@ -6012,7 +6012,7 @@
   {
     "id": "machine-learning-ops-ml-pipeline",
     "path": "skills/machine-learning-ops-ml-pipeline",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "machine-learning-ops-ml-pipeline",
     "description": "Design and implement a complete ML pipeline for: $ARGUMENTS",
     "risk": "unknown",
@@ -6022,7 +6022,7 @@
   {
     "id": "mailchimp-automation",
     "path": "skills/mailchimp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "mailchimp-automation",
     "description": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6032,7 +6032,7 @@
   {
     "id": "make-automation",
     "path": "skills/make-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "make-automation",
     "description": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6042,7 +6042,7 @@
   {
     "id": "makepad-skills",
     "path": "skills/makepad-skills",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "makepad-skills",
     "description": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.",
     "risk": "safe",
@@ -6062,7 +6062,7 @@
   {
     "id": "manifest",
     "path": "skills/manifest",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "manifest",
     "description": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.",
     "risk": "unknown",
@@ -6072,7 +6072,7 @@
   {
     "id": "market-sizing-analysis",
     "path": "skills/market-sizing-analysis",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "market-sizing-analysis",
     "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...",
     "risk": "unknown",
@@ -6092,7 +6092,7 @@
   {
     "id": "marketing-psychology",
     "path": "skills/marketing-psychology",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "marketing-psychology",
     "description": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.",
     "risk": "unknown",
@@ -6102,7 +6102,7 @@
   {
     "id": "mcp-builder",
     "path": "skills/mcp-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "mcp-builder",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6112,7 +6112,7 @@
   {
     "id": "mcp-builder-ms",
     "path": "skills/mcp-builder-ms",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "mcp-builder-ms",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6132,7 +6132,7 @@
   {
     "id": "memory-safety-patterns",
     "path": "skills/memory-safety-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "memory-safety-patterns",
     "description": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...",
     "risk": "unknown",
@@ -6152,7 +6152,7 @@
   {
     "id": "mermaid-expert",
     "path": "skills/mermaid-expert",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "mermaid-expert",
     "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.",
     "risk": "unknown",
@@ -6162,7 +6162,7 @@
   {
     "id": "metasploit-framework",
     "path": "skills/metasploit-framework",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "metasploit-framework",
     "description": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...",
     "risk": "unknown",
@@ -6172,7 +6172,7 @@
   {
     "id": "micro-saas-launcher",
     "path": "skills/micro-saas-launcher",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "micro-saas-launcher",
     "description": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...",
     "risk": "unknown",
@@ -6182,7 +6182,7 @@
   {
     "id": "microservices-patterns",
     "path": "skills/microservices-patterns",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "microservices-patterns",
     "description": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...",
     "risk": "unknown",
@@ -6192,7 +6192,7 @@
   {
     "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.",
     "risk": "unknown",
@@ -6202,7 +6202,7 @@
   {
     "id": "microsoft-teams-automation",
     "path": "skills/microsoft-teams-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "microsoft-teams-automation",
     "description": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6212,7 +6212,7 @@
   {
     "id": "minecraft-bukkit-pro",
     "path": "skills/minecraft-bukkit-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "minecraft-bukkit-pro",
     "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.",
     "risk": "unknown",
@@ -6222,7 +6222,7 @@
   {
     "id": "miro-automation",
     "path": "skills/miro-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "miro-automation",
     "description": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6232,7 +6232,7 @@
   {
     "id": "mixpanel-automation",
     "path": "skills/mixpanel-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "mixpanel-automation",
     "description": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6242,7 +6242,7 @@
   {
     "id": "ml-engineer",
     "path": "skills/ml-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ml-engineer",
     "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.",
     "risk": "unknown",
@@ -6252,7 +6252,7 @@
   {
     "id": "ml-pipeline-workflow",
     "path": "skills/ml-pipeline-workflow",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ml-pipeline-workflow",
     "description": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...",
     "risk": "unknown",
@@ -6262,7 +6262,7 @@
   {
     "id": "mlops-engineer",
     "path": "skills/mlops-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "mlops-engineer",
     "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.",
     "risk": "unknown",
@@ -6272,7 +6272,7 @@
   {
     "id": "mobile-design",
     "path": "skills/mobile-design",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "mobile-design",
     "description": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...",
     "risk": "unknown",
@@ -6282,7 +6282,7 @@
   {
     "id": "mobile-developer",
     "path": "skills/mobile-developer",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "mobile-developer",
     "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.",
     "risk": "unknown",
@@ -6292,7 +6292,7 @@
   {
     "id": "mobile-games",
     "path": "skills/game-development/mobile-games",
-    "category": "game-development",
+    "category": "mobile",
     "name": "mobile-games",
     "description": "Mobile game development principles. Touch input, battery, performance, app stores.",
     "risk": "unknown",
@@ -6302,7 +6302,7 @@
   {
     "id": "mobile-security-coder",
     "path": "skills/mobile-security-coder",
-    "category": "uncategorized",
+    "category": "security",
     "name": "mobile-security-coder",
     "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.",
     "risk": "unknown",
@@ -6312,7 +6312,7 @@
   {
     "id": "modern-javascript-patterns",
     "path": "skills/modern-javascript-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "modern-javascript-patterns",
     "description": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...",
     "risk": "unknown",
@@ -6322,7 +6322,7 @@
   {
     "id": "monday-automation",
     "path": "skills/monday-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "monday-automation",
     "description": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6352,7 +6352,7 @@
   {
     "id": "moodle-external-api-development",
     "path": "skills/moodle-external-api-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "moodle-external-api-development",
     "description": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...",
     "risk": "unknown",
@@ -6362,7 +6362,7 @@
   {
     "id": "mtls-configuration",
     "path": "skills/mtls-configuration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "mtls-configuration",
     "description": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.",
     "risk": "unknown",
@@ -6372,7 +6372,7 @@
   {
     "id": "multi-agent-brainstorming",
     "path": "skills/multi-agent-brainstorming",
-    "category": "uncategorized",
+    "category": "database",
     "name": "multi-agent-brainstorming",
     "description": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.",
     "risk": "unknown",
@@ -6392,7 +6392,7 @@
   {
     "id": "multi-cloud-architecture",
     "path": "skills/multi-cloud-architecture",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "multi-cloud-architecture",
     "description": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...",
     "risk": "unknown",
@@ -6402,7 +6402,7 @@
   {
     "id": "multi-platform-apps-multi-platform",
     "path": "skills/multi-platform-apps-multi-platform",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "multi-platform-apps-multi-platform",
     "description": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.",
     "risk": "unknown",
@@ -6422,7 +6422,7 @@
   {
     "id": "n8n-code-python",
     "path": "skills/n8n-code-python",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "n8n-code-python",
     "description": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.",
     "risk": "safe",
@@ -6432,7 +6432,7 @@
   {
     "id": "n8n-mcp-tools-expert",
     "path": "skills/n8n-mcp-tools-expert",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "n8n-mcp-tools-expert",
     "description": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...",
     "risk": "safe",
@@ -6442,7 +6442,7 @@
   {
     "id": "n8n-node-configuration",
     "path": "skills/n8n-node-configuration",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "n8n-node-configuration",
     "description": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...",
     "risk": "safe",
@@ -6452,7 +6452,7 @@
   {
     "id": "nanobanana-ppt-skills",
     "path": "skills/nanobanana-ppt-skills",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "nanobanana-ppt-skills",
     "description": "AI-powered PPT generation with document analysis and styled images",
     "risk": "safe",
@@ -6462,7 +6462,7 @@
   {
     "id": "neon-postgres",
     "path": "skills/neon-postgres",
-    "category": "uncategorized",
+    "category": "database",
     "name": "neon-postgres",
     "description": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...",
     "risk": "unknown",
@@ -6472,7 +6472,7 @@
   {
     "id": "nerdzao-elite",
     "path": "skills/nerdzao-elite",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "nerdzao-elite",
     "description": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.",
     "risk": "safe",
@@ -6482,7 +6482,7 @@
   {
     "id": "nerdzao-elite-gemini-high",
     "path": "skills/nerdzao-elite-gemini-high",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "nerdzao-elite-gemini-high",
     "description": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade m\u00e1xima e efici\u00eancia de tokens.",
     "risk": "safe",
@@ -6502,7 +6502,7 @@
   {
     "id": "network-101",
     "path": "skills/network-101",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "network-101",
     "description": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...",
     "risk": "unknown",
@@ -6512,7 +6512,7 @@
   {
     "id": "network-engineer",
     "path": "skills/network-engineer",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "network-engineer",
     "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.",
     "risk": "unknown",
@@ -6522,7 +6522,7 @@
   {
     "id": "nextjs-app-router-patterns",
     "path": "skills/nextjs-app-router-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "nextjs-app-router-patterns",
     "description": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...",
     "risk": "unknown",
@@ -6532,7 +6532,7 @@
   {
     "id": "nextjs-best-practices",
     "path": "skills/nextjs-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "nextjs-best-practices",
     "description": "Next.js App Router principles. Server Components, data fetching, routing patterns.",
     "risk": "unknown",
@@ -6542,7 +6542,7 @@
   {
     "id": "nextjs-supabase-auth",
     "path": "skills/nextjs-supabase-auth",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nextjs-supabase-auth",
     "description": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.",
     "risk": "unknown",
@@ -6552,7 +6552,7 @@
   {
     "id": "nft-standards",
     "path": "skills/nft-standards",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "nft-standards",
     "description": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...",
     "risk": "unknown",
@@ -6562,7 +6562,7 @@
   {
     "id": "nodejs-backend-patterns",
     "path": "skills/nodejs-backend-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nodejs-backend-patterns",
     "description": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...",
     "risk": "unknown",
@@ -6572,7 +6572,7 @@
   {
     "id": "nodejs-best-practices",
     "path": "skills/nodejs-best-practices",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "nodejs-best-practices",
     "description": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -6582,7 +6582,7 @@
   {
     "id": "nosql-expert",
     "path": "skills/nosql-expert",
-    "category": "uncategorized",
+    "category": "database",
     "name": "nosql-expert",
     "description": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.",
     "risk": "unknown",
@@ -6592,7 +6592,7 @@
   {
     "id": "notebooklm",
     "path": "skills/notebooklm",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "notebooklm",
     "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....",
     "risk": "unknown",
@@ -6602,7 +6602,7 @@
   {
     "id": "notion-automation",
     "path": "skills/notion-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "notion-automation",
     "description": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6612,7 +6612,7 @@
   {
     "id": "notion-template-business",
     "path": "skills/notion-template-business",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "notion-template-business",
     "description": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...",
     "risk": "unknown",
@@ -6632,7 +6632,7 @@
   {
     "id": "observability-engineer",
     "path": "skills/observability-engineer",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-engineer",
     "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.",
     "risk": "unknown",
@@ -6642,7 +6642,7 @@
   {
     "id": "observability-monitoring-monitor-setup",
     "path": "skills/observability-monitoring-monitor-setup",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-monitoring-monitor-setup",
     "description": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da",
     "risk": "unknown",
@@ -6652,7 +6652,7 @@
   {
     "id": "observability-monitoring-slo-implement",
     "path": "skills/observability-monitoring-slo-implement",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "observability-monitoring-slo-implement",
     "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...",
     "risk": "unknown",
@@ -6662,7 +6662,7 @@
   {
     "id": "observe-whatsapp",
     "path": "skills/observe-whatsapp",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "observe-whatsapp",
     "description": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...",
     "risk": "safe",
@@ -6672,7 +6672,7 @@
   {
     "id": "obsidian-clipper-template-creator",
     "path": "skills/obsidian-clipper-template-creator",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "obsidian-clipper-template-creator",
     "description": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.",
     "risk": "unknown",
@@ -6692,7 +6692,7 @@
   {
     "id": "on-call-handoff-patterns",
     "path": "skills/on-call-handoff-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "on-call-handoff-patterns",
     "description": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...",
     "risk": "unknown",
@@ -6712,7 +6712,7 @@
   {
     "id": "one-drive-automation",
     "path": "skills/one-drive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "one-drive-automation",
     "description": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6722,7 +6722,7 @@
   {
     "id": "openapi-spec-generation",
     "path": "skills/openapi-spec-generation",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "openapi-spec-generation",
     "description": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.",
     "risk": "unknown",
@@ -6752,7 +6752,7 @@
   {
     "id": "outlook-automation",
     "path": "skills/outlook-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "outlook-automation",
     "description": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6762,7 +6762,7 @@
   {
     "id": "outlook-calendar-automation",
     "path": "skills/outlook-calendar-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "outlook-calendar-automation",
     "description": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6772,7 +6772,7 @@
   {
     "id": "page-cro",
     "path": "skills/page-cro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "page-cro",
     "description": "Analyze and optimize individual pages for conversion performance.",
     "risk": "unknown",
@@ -6782,7 +6782,7 @@
   {
     "id": "pagerduty-automation",
     "path": "skills/pagerduty-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "pagerduty-automation",
     "description": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6792,7 +6792,7 @@
   {
     "id": "paid-ads",
     "path": "skills/paid-ads",
-    "category": "uncategorized",
+    "category": "content",
     "name": "paid-ads",
     "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...",
     "risk": "unknown",
@@ -6802,7 +6802,7 @@
   {
     "id": "parallel-agents",
     "path": "skills/parallel-agents",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "parallel-agents",
     "description": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.",
     "risk": "unknown",
@@ -6812,7 +6812,7 @@
   {
     "id": "payment-integration",
     "path": "skills/payment-integration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "payment-integration",
     "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.",
     "risk": "unknown",
@@ -6822,7 +6822,7 @@
   {
     "id": "paypal-integration",
     "path": "skills/paypal-integration",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "paypal-integration",
     "description": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...",
     "risk": "unknown",
@@ -6832,7 +6832,7 @@
   {
     "id": "paywall-upgrade-cro",
     "path": "skills/paywall-upgrade-cro",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "paywall-upgrade-cro",
     "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...",
     "risk": "unknown",
@@ -6852,7 +6852,7 @@
   {
     "id": "pci-compliance",
     "path": "skills/pci-compliance",
-    "category": "uncategorized",
+    "category": "security",
     "name": "pci-compliance",
     "description": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...",
     "risk": "unknown",
@@ -6862,7 +6862,7 @@
   {
     "id": "pdf-official",
     "path": "skills/pdf-official",
-    "category": "uncategorized",
+    "category": "database",
     "name": "pdf-official",
     "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...",
     "risk": "unknown",
@@ -6872,7 +6872,7 @@
   {
     "id": "pentest-checklist",
     "path": "skills/pentest-checklist",
-    "category": "uncategorized",
+    "category": "security",
     "name": "pentest-checklist",
     "description": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...",
     "risk": "unknown",
@@ -6882,7 +6882,7 @@
   {
     "id": "pentest-commands",
     "path": "skills/pentest-commands",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "pentest-commands",
     "description": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...",
     "risk": "unknown",
@@ -6892,7 +6892,7 @@
   {
     "id": "performance-engineer",
     "path": "skills/performance-engineer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "performance-engineer",
     "description": "Expert performance engineer specializing in modern observability,",
     "risk": "unknown",
@@ -6902,7 +6902,7 @@
   {
     "id": "performance-profiling",
     "path": "skills/performance-profiling",
-    "category": "uncategorized",
+    "category": "database",
     "name": "performance-profiling",
     "description": "Performance profiling principles. Measurement, analysis, and optimization techniques.",
     "risk": "unknown",
@@ -6912,7 +6912,7 @@
   {
     "id": "performance-testing-review-ai-review",
     "path": "skills/performance-testing-review-ai-review",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "performance-testing-review-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -6922,7 +6922,7 @@
   {
     "id": "performance-testing-review-multi-agent-review",
     "path": "skills/performance-testing-review-multi-agent-review",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "performance-testing-review-multi-agent-review",
     "description": "Use when working with performance testing review multi agent review",
     "risk": "unknown",
@@ -6942,7 +6942,7 @@
   {
     "id": "php-pro",
     "path": "skills/php-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "php-pro",
     "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n",
     "risk": "unknown",
@@ -6952,7 +6952,7 @@
   {
     "id": "pipedrive-automation",
     "path": "skills/pipedrive-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "pipedrive-automation",
     "description": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6962,7 +6962,7 @@
   {
     "id": "plaid-fintech",
     "path": "skills/plaid-fintech",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "plaid-fintech",
     "description": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...",
     "risk": "unknown",
@@ -6972,7 +6972,7 @@
   {
     "id": "plan-writing",
     "path": "skills/plan-writing",
-    "category": "uncategorized",
+    "category": "content",
     "name": "plan-writing",
     "description": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.",
     "risk": "unknown",
@@ -6982,7 +6982,7 @@
   {
     "id": "planning-with-files",
     "path": "skills/planning-with-files",
-    "category": "uncategorized",
+    "category": "content",
     "name": "planning-with-files",
     "description": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...",
     "risk": "unknown",
@@ -6992,7 +6992,7 @@
   {
     "id": "playwright-skill",
     "path": "skills/playwright-skill",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "playwright-skill",
     "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...",
     "risk": "unknown",
@@ -7002,7 +7002,7 @@
   {
     "id": "podcast-generation",
     "path": "skills/podcast-generation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "podcast-generation",
     "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...",
     "risk": "unknown",
@@ -7012,7 +7012,7 @@
   {
     "id": "popup-cro",
     "path": "skills/popup-cro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "popup-cro",
     "description": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.",
     "risk": "unknown",
@@ -7022,7 +7022,7 @@
   {
     "id": "posix-shell-pro",
     "path": "skills/posix-shell-pro",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "posix-shell-pro",
     "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).",
     "risk": "unknown",
@@ -7032,7 +7032,7 @@
   {
     "id": "postgres-best-practices",
     "path": "skills/postgres-best-practices",
-    "category": "uncategorized",
+    "category": "database",
     "name": "postgres-best-practices",
     "description": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",
     "risk": "unknown",
@@ -7042,7 +7042,7 @@
   {
     "id": "postgresql",
     "path": "skills/postgresql",
-    "category": "uncategorized",
+    "category": "database",
     "name": "postgresql",
     "description": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features",
     "risk": "unknown",
@@ -7062,7 +7062,7 @@
   {
     "id": "posthog-automation",
     "path": "skills/posthog-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "posthog-automation",
     "description": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7072,7 +7072,7 @@
   {
     "id": "postmark-automation",
     "path": "skills/postmark-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "postmark-automation",
     "description": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7082,7 +7082,7 @@
   {
     "id": "postmortem-writing",
     "path": "skills/postmortem-writing",
-    "category": "uncategorized",
+    "category": "content",
     "name": "postmortem-writing",
     "description": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...",
     "risk": "unknown",
@@ -7102,7 +7102,7 @@
   {
     "id": "pptx-official",
     "path": "skills/pptx-official",
-    "category": "uncategorized",
+    "category": "content",
     "name": "pptx-official",
     "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...",
     "risk": "unknown",
@@ -7122,7 +7122,7 @@
   {
     "id": "prisma-expert",
     "path": "skills/prisma-expert",
-    "category": "uncategorized",
+    "category": "database",
     "name": "prisma-expert",
     "description": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...",
     "risk": "unknown",
@@ -7152,7 +7152,7 @@
   {
     "id": "production-code-audit",
     "path": "skills/production-code-audit",
-    "category": "uncategorized",
+    "category": "security",
     "name": "production-code-audit",
     "description": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations",
     "risk": "unknown",
@@ -7182,7 +7182,7 @@
   {
     "id": "programmatic-seo",
     "path": "skills/programmatic-seo",
-    "category": "uncategorized",
+    "category": "content",
     "name": "programmatic-seo",
     "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.",
     "risk": "unknown",
@@ -7192,7 +7192,7 @@
   {
     "id": "projection-patterns",
     "path": "skills/projection-patterns",
-    "category": "uncategorized",
+    "category": "database",
     "name": "projection-patterns",
     "description": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.",
     "risk": "unknown",
@@ -7202,7 +7202,7 @@
   {
     "id": "prometheus-configuration",
     "path": "skills/prometheus-configuration",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "prometheus-configuration",
     "description": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...",
     "risk": "unknown",
@@ -7212,7 +7212,7 @@
   {
     "id": "prompt-caching",
     "path": "skills/prompt-caching",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "prompt-caching",
     "description": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...",
     "risk": "unknown",
@@ -7242,7 +7242,7 @@
   {
     "id": "prompt-engineering-patterns",
     "path": "skills/prompt-engineering-patterns",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "prompt-engineering-patterns",
     "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...",
     "risk": "unknown",
@@ -7262,7 +7262,7 @@
   {
     "id": "protocol-reverse-engineering",
     "path": "skills/protocol-reverse-engineering",
-    "category": "uncategorized",
+    "category": "content",
     "name": "protocol-reverse-engineering",
     "description": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...",
     "risk": "unknown",
@@ -7272,7 +7272,7 @@
   {
     "id": "pydantic-models-py",
     "path": "skills/pydantic-models-py",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "pydantic-models-py",
     "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...",
     "risk": "unknown",
@@ -7282,7 +7282,7 @@
   {
     "id": "pypict-skill",
     "path": "skills/pypict-skill",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "pypict-skill",
     "description": "Pairwise test generation",
     "risk": "safe",
@@ -7292,7 +7292,7 @@
   {
     "id": "python-development-python-scaffold",
     "path": "skills/python-development-python-scaffold",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-development-python-scaffold",
     "description": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint",
     "risk": "unknown",
@@ -7312,7 +7312,7 @@
   {
     "id": "python-packaging",
     "path": "skills/python-packaging",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-packaging",
     "description": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...",
     "risk": "unknown",
@@ -7322,7 +7322,7 @@
   {
     "id": "python-patterns",
     "path": "skills/python-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-patterns",
     "description": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -7332,7 +7332,7 @@
   {
     "id": "python-performance-optimization",
     "path": "skills/python-performance-optimization",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-performance-optimization",
     "description": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.",
     "risk": "unknown",
@@ -7342,7 +7342,7 @@
   {
     "id": "python-pro",
     "path": "skills/python-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "python-pro",
     "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.",
     "risk": "unknown",
@@ -7352,7 +7352,7 @@
   {
     "id": "python-testing-patterns",
     "path": "skills/python-testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "python-testing-patterns",
     "description": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.",
     "risk": "unknown",
@@ -7362,7 +7362,7 @@
   {
     "id": "quality-nonconformance",
     "path": "skills/quality-nonconformance",
-    "category": "uncategorized",
+    "category": "database",
     "name": "quality-nonconformance",
     "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.",
     "risk": "safe",
@@ -7372,7 +7372,7 @@
   {
     "id": "quant-analyst",
     "path": "skills/quant-analyst",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "quant-analyst",
     "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.",
     "risk": "unknown",
@@ -7382,7 +7382,7 @@
   {
     "id": "radix-ui-design-system",
     "path": "skills/radix-ui-design-system",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "radix-ui-design-system",
     "description": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.",
     "risk": "safe",
@@ -7392,7 +7392,7 @@
   {
     "id": "rag-engineer",
     "path": "skills/rag-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "rag-engineer",
     "description": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...",
     "risk": "unknown",
@@ -7412,7 +7412,7 @@
   {
     "id": "react-best-practices",
     "path": "skills/react-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-best-practices",
     "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...",
     "risk": "unknown",
@@ -7422,7 +7422,7 @@
   {
     "id": "react-flow-architect",
     "path": "skills/react-flow-architect",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-flow-architect",
     "description": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...",
     "risk": "unknown",
@@ -7432,7 +7432,7 @@
   {
     "id": "react-flow-node-ts",
     "path": "skills/react-flow-node-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-flow-node-ts",
     "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...",
     "risk": "unknown",
@@ -7442,7 +7442,7 @@
   {
     "id": "react-modernization",
     "path": "skills/react-modernization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-modernization",
     "description": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...",
     "risk": "unknown",
@@ -7452,7 +7452,7 @@
   {
     "id": "react-native-architecture",
     "path": "skills/react-native-architecture",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "react-native-architecture",
     "description": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...",
     "risk": "unknown",
@@ -7472,7 +7472,7 @@
   {
     "id": "react-patterns",
     "path": "skills/react-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-patterns",
     "description": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.",
     "risk": "unknown",
@@ -7482,7 +7482,7 @@
   {
     "id": "react-state-management",
     "path": "skills/react-state-management",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-state-management",
     "description": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.",
     "risk": "unknown",
@@ -7492,7 +7492,7 @@
   {
     "id": "react-ui-patterns",
     "path": "skills/react-ui-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "react-ui-patterns",
     "description": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.",
     "risk": "unknown",
@@ -7502,7 +7502,7 @@
   {
     "id": "readme",
     "path": "skills/readme",
-    "category": "uncategorized",
+    "category": "content",
     "name": "readme",
     "description": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...",
     "risk": "safe",
@@ -7512,7 +7512,7 @@
   {
     "id": "receiving-code-review",
     "path": "skills/receiving-code-review",
-    "category": "uncategorized",
+    "category": "database",
     "name": "receiving-code-review",
     "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...",
     "risk": "unknown",
@@ -7532,7 +7532,7 @@
   {
     "id": "red-team-tools",
     "path": "skills/red-team-tools",
-    "category": "uncategorized",
+    "category": "database",
     "name": "red-team-tools",
     "description": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...",
     "risk": "unknown",
@@ -7542,7 +7542,7 @@
   {
     "id": "reddit-automation",
     "path": "skills/reddit-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "reddit-automation",
     "description": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7552,7 +7552,7 @@
   {
     "id": "reference-builder",
     "path": "skills/reference-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "reference-builder",
     "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.",
     "risk": "unknown",
@@ -7562,7 +7562,7 @@
   {
     "id": "referral-program",
     "path": "skills/referral-program",
-    "category": "uncategorized",
+    "category": "content",
     "name": "referral-program",
     "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...",
     "risk": "unknown",
@@ -7572,7 +7572,7 @@
   {
     "id": "remotion-best-practices",
     "path": "skills/remotion-best-practices",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "remotion-best-practices",
     "description": "Best practices for Remotion - Video creation in React",
     "risk": "unknown",
@@ -7582,7 +7582,7 @@
   {
     "id": "render-automation",
     "path": "skills/render-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "render-automation",
     "description": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7602,7 +7602,7 @@
   {
     "id": "research-engineer",
     "path": "skills/research-engineer",
-    "category": "uncategorized",
+    "category": "database",
     "name": "research-engineer",
     "description": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...",
     "risk": "unknown",
@@ -7612,7 +7612,7 @@
   {
     "id": "returns-reverse-logistics",
     "path": "skills/returns-reverse-logistics",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "returns-reverse-logistics",
     "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.",
     "risk": "safe",
@@ -7622,7 +7622,7 @@
   {
     "id": "reverse-engineer",
     "path": "skills/reverse-engineer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "reverse-engineer",
     "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.",
     "risk": "unknown",
@@ -7642,7 +7642,7 @@
   {
     "id": "risk-metrics-calculation",
     "path": "skills/risk-metrics-calculation",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "risk-metrics-calculation",
     "description": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.",
     "risk": "unknown",
@@ -7652,7 +7652,7 @@
   {
     "id": "ruby-pro",
     "path": "skills/ruby-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "ruby-pro",
     "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.",
     "risk": "unknown",
@@ -7662,7 +7662,7 @@
   {
     "id": "rust-async-patterns",
     "path": "skills/rust-async-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "rust-async-patterns",
     "description": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.",
     "risk": "unknown",
@@ -7672,7 +7672,7 @@
   {
     "id": "rust-pro",
     "path": "skills/rust-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "rust-pro",
     "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.",
     "risk": "unknown",
@@ -7682,7 +7682,7 @@
   {
     "id": "saas-mvp-launcher",
     "path": "skills/saas-mvp-launcher",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "saas-mvp-launcher",
     "description": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.",
     "risk": "safe",
@@ -7692,7 +7692,7 @@
   {
     "id": "saga-orchestration",
     "path": "skills/saga-orchestration",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "saga-orchestration",
     "description": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...",
     "risk": "unknown",
@@ -7702,7 +7702,7 @@
   {
     "id": "sales-automator",
     "path": "skills/sales-automator",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "sales-automator",
     "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n",
     "risk": "unknown",
@@ -7712,7 +7712,7 @@
   {
     "id": "salesforce-automation",
     "path": "skills/salesforce-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "salesforce-automation",
     "description": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7722,7 +7722,7 @@
   {
     "id": "salesforce-development",
     "path": "skills/salesforce-development",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "salesforce-development",
     "description": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...",
     "risk": "unknown",
@@ -7732,7 +7732,7 @@
   {
     "id": "sast-configuration",
     "path": "skills/sast-configuration",
-    "category": "uncategorized",
+    "category": "security",
     "name": "sast-configuration",
     "description": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...",
     "risk": "unknown",
@@ -7742,7 +7742,7 @@
   {
     "id": "scala-pro",
     "path": "skills/scala-pro",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "scala-pro",
     "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.",
     "risk": "unknown",
@@ -7752,7 +7752,7 @@
   {
     "id": "scanning-tools",
     "path": "skills/scanning-tools",
-    "category": "uncategorized",
+    "category": "security",
     "name": "scanning-tools",
     "description": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...",
     "risk": "unknown",
@@ -7762,7 +7762,7 @@
   {
     "id": "schema-markup",
     "path": "skills/schema-markup",
-    "category": "uncategorized",
+    "category": "content",
     "name": "schema-markup",
     "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.",
     "risk": "unknown",
@@ -7772,7 +7772,7 @@
   {
     "id": "screen-reader-testing",
     "path": "skills/screen-reader-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "screen-reader-testing",
     "description": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...",
     "risk": "unknown",
@@ -7782,7 +7782,7 @@
   {
     "id": "screenshots",
     "path": "skills/screenshots",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "screenshots",
     "description": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.",
     "risk": "safe",
@@ -7792,7 +7792,7 @@
   {
     "id": "scroll-experience",
     "path": "skills/scroll-experience",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "scroll-experience",
     "description": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...",
     "risk": "unknown",
@@ -7802,7 +7802,7 @@
   {
     "id": "search-specialist",
     "path": "skills/search-specialist",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "search-specialist",
     "description": "Expert web researcher using advanced search techniques and",
     "risk": "unknown",
@@ -7812,7 +7812,7 @@
   {
     "id": "secrets-management",
     "path": "skills/secrets-management",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "secrets-management",
     "description": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...",
     "risk": "unknown",
@@ -7832,7 +7832,7 @@
   {
     "id": "security-auditor",
     "path": "skills/security-auditor",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-auditor",
     "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.",
     "risk": "unknown",
@@ -7842,7 +7842,7 @@
   {
     "id": "security-bluebook-builder",
     "path": "skills/security-bluebook-builder",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-bluebook-builder",
     "description": "Build security Blue Books for sensitive apps",
     "risk": "safe",
@@ -7852,7 +7852,7 @@
   {
     "id": "security-compliance-compliance-check",
     "path": "skills/security-compliance-compliance-check",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-compliance-compliance-check",
     "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...",
     "risk": "unknown",
@@ -7862,7 +7862,7 @@
   {
     "id": "security-requirement-extraction",
     "path": "skills/security-requirement-extraction",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-requirement-extraction",
     "description": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.",
     "risk": "unknown",
@@ -7872,7 +7872,7 @@
   {
     "id": "security-scanning-security-dependencies",
     "path": "skills/security-scanning-security-dependencies",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-dependencies",
     "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...",
     "risk": "unknown",
@@ -7882,7 +7882,7 @@
   {
     "id": "security-scanning-security-hardening",
     "path": "skills/security-scanning-security-hardening",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-hardening",
     "description": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.",
     "risk": "unknown",
@@ -7892,7 +7892,7 @@
   {
     "id": "security-scanning-security-sast",
     "path": "skills/security-scanning-security-sast",
-    "category": "uncategorized",
+    "category": "security",
     "name": "security-scanning-security-sast",
     "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n",
     "risk": "unknown",
@@ -7902,7 +7902,7 @@
   {
     "id": "segment-automation",
     "path": "skills/segment-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "segment-automation",
     "description": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7912,7 +7912,7 @@
   {
     "id": "segment-cdp",
     "path": "skills/segment-cdp",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "segment-cdp",
     "description": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...",
     "risk": "unknown",
@@ -7922,7 +7922,7 @@
   {
     "id": "sendgrid-automation",
     "path": "skills/sendgrid-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "sendgrid-automation",
     "description": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...",
     "risk": "unknown",
@@ -7932,7 +7932,7 @@
   {
     "id": "senior-architect",
     "path": "skills/senior-architect",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "senior-architect",
     "description": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...",
     "risk": "unknown",
@@ -7942,7 +7942,7 @@
   {
     "id": "senior-fullstack",
     "path": "skills/senior-fullstack",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "senior-fullstack",
     "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...",
     "risk": "unknown",
@@ -7952,7 +7952,7 @@
   {
     "id": "sentry-automation",
     "path": "skills/sentry-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "sentry-automation",
     "description": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7962,7 +7962,7 @@
   {
     "id": "seo-audit",
     "path": "skills/seo-audit",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-audit",
     "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.",
     "risk": "unknown",
@@ -7972,7 +7972,7 @@
   {
     "id": "seo-authority-builder",
     "path": "skills/seo-authority-builder",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-authority-builder",
     "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n",
     "risk": "unknown",
@@ -7982,7 +7982,7 @@
   {
     "id": "seo-cannibalization-detector",
     "path": "skills/seo-cannibalization-detector",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-cannibalization-detector",
     "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.",
     "risk": "unknown",
@@ -7992,7 +7992,7 @@
   {
     "id": "seo-content-auditor",
     "path": "skills/seo-content-auditor",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-auditor",
     "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.",
     "risk": "unknown",
@@ -8002,7 +8002,7 @@
   {
     "id": "seo-content-planner",
     "path": "skills/seo-content-planner",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-planner",
     "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n",
     "risk": "unknown",
@@ -8012,7 +8012,7 @@
   {
     "id": "seo-content-refresher",
     "path": "skills/seo-content-refresher",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-refresher",
     "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.",
     "risk": "unknown",
@@ -8022,7 +8022,7 @@
   {
     "id": "seo-content-writer",
     "path": "skills/seo-content-writer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-content-writer",
     "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.",
     "risk": "unknown",
@@ -8032,7 +8032,7 @@
   {
     "id": "seo-forensic-incident-response",
     "path": "skills/seo-forensic-incident-response",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-forensic-incident-response",
     "description": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.",
     "risk": "safe",
@@ -8042,7 +8042,7 @@
   {
     "id": "seo-fundamentals",
     "path": "skills/seo-fundamentals",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "seo-fundamentals",
     "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.",
     "risk": "unknown",
@@ -8052,7 +8052,7 @@
   {
     "id": "seo-keyword-strategist",
     "path": "skills/seo-keyword-strategist",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-keyword-strategist",
     "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.",
     "risk": "unknown",
@@ -8062,7 +8062,7 @@
   {
     "id": "seo-meta-optimizer",
     "path": "skills/seo-meta-optimizer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-meta-optimizer",
     "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.",
     "risk": "unknown",
@@ -8072,7 +8072,7 @@
   {
     "id": "seo-snippet-hunter",
     "path": "skills/seo-snippet-hunter",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-snippet-hunter",
     "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.",
     "risk": "unknown",
@@ -8082,7 +8082,7 @@
   {
     "id": "seo-structure-architect",
     "path": "skills/seo-structure-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "seo-structure-architect",
     "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.",
     "risk": "unknown",
@@ -8092,7 +8092,7 @@
   {
     "id": "server-management",
     "path": "skills/server-management",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "server-management",
     "description": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.",
     "risk": "unknown",
@@ -8102,7 +8102,7 @@
   {
     "id": "service-mesh-expert",
     "path": "skills/service-mesh-expert",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "service-mesh-expert",
     "description": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con",
     "risk": "unknown",
@@ -8112,7 +8112,7 @@
   {
     "id": "service-mesh-observability",
     "path": "skills/service-mesh-observability",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "service-mesh-observability",
     "description": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...",
     "risk": "unknown",
@@ -8122,7 +8122,7 @@
   {
     "id": "shader-programming-glsl",
     "path": "skills/shader-programming-glsl",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "shader-programming-glsl",
     "description": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.",
     "risk": "safe",
@@ -8132,7 +8132,7 @@
   {
     "id": "sharp-edges",
     "path": "skills/sharp-edges",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sharp-edges",
     "description": "Identify error-prone APIs and dangerous configurations",
     "risk": "safe",
@@ -8152,7 +8152,7 @@
   {
     "id": "shodan-reconnaissance",
     "path": "skills/shodan-reconnaissance",
-    "category": "uncategorized",
+    "category": "database",
     "name": "shodan-reconnaissance",
     "description": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...",
     "risk": "unknown",
@@ -8162,7 +8162,7 @@
   {
     "id": "shopify-apps",
     "path": "skills/shopify-apps",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "shopify-apps",
     "description": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...",
     "risk": "unknown",
@@ -8172,7 +8172,7 @@
   {
     "id": "shopify-automation",
     "path": "skills/shopify-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "shopify-automation",
     "description": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8182,7 +8182,7 @@
   {
     "id": "shopify-development",
     "path": "skills/shopify-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "shopify-development",
     "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.",
     "risk": "unknown",
@@ -8202,7 +8202,7 @@
   {
     "id": "similarity-search-patterns",
     "path": "skills/similarity-search-patterns",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "similarity-search-patterns",
     "description": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.",
     "risk": "unknown",
@@ -8222,7 +8222,7 @@
   {
     "id": "skill-creator-ms",
     "path": "skills/skill-creator-ms",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "skill-creator-ms",
     "description": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.",
     "risk": "unknown",
@@ -8232,7 +8232,7 @@
   {
     "id": "skill-developer",
     "path": "skills/skill-developer",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "skill-developer",
     "description": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...",
     "risk": "unknown",
@@ -8242,7 +8242,7 @@
   {
     "id": "skill-rails-upgrade",
     "path": "skills/skill-rails-upgrade",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "skill-rails-upgrade",
     "description": "Analyze Rails apps and provide upgrade assessments",
     "risk": "safe",
@@ -8252,7 +8252,7 @@
   {
     "id": "skill-router",
     "path": "skills/skill-router",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "skill-router",
     "description": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.",
     "risk": "safe",
@@ -8262,7 +8262,7 @@
   {
     "id": "skill-seekers",
     "path": "skills/skill-seekers",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "skill-seekers",
     "description": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.",
     "risk": "safe",
@@ -8272,7 +8272,7 @@
   {
     "id": "slack-automation",
     "path": "skills/slack-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "slack-automation",
     "description": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...",
     "risk": "unknown",
@@ -8282,7 +8282,7 @@
   {
     "id": "slack-bot-builder",
     "path": "skills/slack-bot-builder",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "slack-bot-builder",
     "description": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...",
     "risk": "unknown",
@@ -8292,7 +8292,7 @@
   {
     "id": "slack-gif-creator",
     "path": "skills/slack-gif-creator",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "slack-gif-creator",
     "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...",
     "risk": "unknown",
@@ -8312,7 +8312,7 @@
   {
     "id": "smtp-penetration-testing",
     "path": "skills/smtp-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "smtp-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...",
     "risk": "unknown",
@@ -8322,7 +8322,7 @@
   {
     "id": "social-content",
     "path": "skills/social-content",
-    "category": "uncategorized",
+    "category": "content",
     "name": "social-content",
     "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...",
     "risk": "unknown",
@@ -8342,7 +8342,7 @@
   {
     "id": "solidity-security",
     "path": "skills/solidity-security",
-    "category": "uncategorized",
+    "category": "security",
     "name": "solidity-security",
     "description": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...",
     "risk": "unknown",
@@ -8352,7 +8352,7 @@
   {
     "id": "spark-optimization",
     "path": "skills/spark-optimization",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "spark-optimization",
     "description": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.",
     "risk": "unknown",
@@ -8362,7 +8362,7 @@
   {
     "id": "sql-injection-testing",
     "path": "skills/sql-injection-testing",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sql-injection-testing",
     "description": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...",
     "risk": "unknown",
@@ -8372,7 +8372,7 @@
   {
     "id": "sql-optimization-patterns",
     "path": "skills/sql-optimization-patterns",
-    "category": "uncategorized",
+    "category": "database",
     "name": "sql-optimization-patterns",
     "description": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...",
     "risk": "unknown",
@@ -8382,7 +8382,7 @@
   {
     "id": "sql-pro",
     "path": "skills/sql-pro",
-    "category": "uncategorized",
+    "category": "database",
     "name": "sql-pro",
     "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.",
     "risk": "unknown",
@@ -8392,7 +8392,7 @@
   {
     "id": "sqlmap-database-pentesting",
     "path": "skills/sqlmap-database-pentesting",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "sqlmap-database-pentesting",
     "description": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...",
     "risk": "unknown",
@@ -8402,7 +8402,7 @@
   {
     "id": "square-automation",
     "path": "skills/square-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "square-automation",
     "description": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8412,7 +8412,7 @@
   {
     "id": "ssh-penetration-testing",
     "path": "skills/ssh-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ssh-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...",
     "risk": "unknown",
@@ -8422,7 +8422,7 @@
   {
     "id": "startup-analyst",
     "path": "skills/startup-analyst",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "startup-analyst",
     "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.",
     "risk": "unknown",
@@ -8442,7 +8442,7 @@
   {
     "id": "startup-business-analyst-financial-projections",
     "path": "skills/startup-business-analyst-financial-projections",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "startup-business-analyst-financial-projections",
     "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n",
     "risk": "unknown",
@@ -8452,7 +8452,7 @@
   {
     "id": "startup-business-analyst-market-opportunity",
     "path": "skills/startup-business-analyst-market-opportunity",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "startup-business-analyst-market-opportunity",
     "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n",
     "risk": "unknown",
@@ -8462,7 +8462,7 @@
   {
     "id": "startup-financial-modeling",
     "path": "skills/startup-financial-modeling",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "startup-financial-modeling",
     "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...",
     "risk": "unknown",
@@ -8482,7 +8482,7 @@
   {
     "id": "stitch-ui-design",
     "path": "skills/stitch-ui-design",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "stitch-ui-design",
     "description": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...",
     "risk": "safe",
@@ -8492,7 +8492,7 @@
   {
     "id": "stride-analysis-patterns",
     "path": "skills/stride-analysis-patterns",
-    "category": "uncategorized",
+    "category": "content",
     "name": "stride-analysis-patterns",
     "description": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.",
     "risk": "unknown",
@@ -8502,7 +8502,7 @@
   {
     "id": "stripe-automation",
     "path": "skills/stripe-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "stripe-automation",
     "description": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8512,7 +8512,7 @@
   {
     "id": "stripe-integration",
     "path": "skills/stripe-integration",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "stripe-integration",
     "description": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...",
     "risk": "unknown",
@@ -8522,7 +8522,7 @@
   {
     "id": "subagent-driven-development",
     "path": "skills/subagent-driven-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "subagent-driven-development",
     "description": "Use when executing implementation plans with independent tasks in the current session",
     "risk": "unknown",
@@ -8532,7 +8532,7 @@
   {
     "id": "supabase-automation",
     "path": "skills/supabase-automation",
-    "category": "uncategorized",
+    "category": "database",
     "name": "supabase-automation",
     "description": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8552,7 +8552,7 @@
   {
     "id": "swiftui-expert-skill",
     "path": "skills/swiftui-expert-skill",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "swiftui-expert-skill",
     "description": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...",
     "risk": "safe",
@@ -8562,7 +8562,7 @@
   {
     "id": "systematic-debugging",
     "path": "skills/systematic-debugging",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "systematic-debugging",
     "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
     "risk": "unknown",
@@ -8572,7 +8572,7 @@
   {
     "id": "systems-programming-rust-project",
     "path": "skills/systems-programming-rust-project",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "systems-programming-rust-project",
     "description": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing",
     "risk": "unknown",
@@ -8582,7 +8582,7 @@
   {
     "id": "tailwind-design-system",
     "path": "skills/tailwind-design-system",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tailwind-design-system",
     "description": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...",
     "risk": "unknown",
@@ -8592,7 +8592,7 @@
   {
     "id": "tailwind-patterns",
     "path": "skills/tailwind-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tailwind-patterns",
     "description": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.",
     "risk": "unknown",
@@ -8602,7 +8602,7 @@
   {
     "id": "tavily-web",
     "path": "skills/tavily-web",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "tavily-web",
     "description": "Web search, content extraction, crawling, and research capabilities using Tavily API",
     "risk": "unknown",
@@ -8612,7 +8612,7 @@
   {
     "id": "tdd-orchestrator",
     "path": "skills/tdd-orchestrator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "tdd-orchestrator",
     "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.",
     "risk": "unknown",
@@ -8622,7 +8622,7 @@
   {
     "id": "tdd-workflow",
     "path": "skills/tdd-workflow",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "tdd-workflow",
     "description": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.",
     "risk": "unknown",
@@ -8632,7 +8632,7 @@
   {
     "id": "tdd-workflows-tdd-cycle",
     "path": "skills/tdd-workflows-tdd-cycle",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tdd-workflows-tdd-cycle",
     "description": "Use when working with tdd workflows tdd cycle",
     "risk": "unknown",
@@ -8642,7 +8642,7 @@
   {
     "id": "tdd-workflows-tdd-green",
     "path": "skills/tdd-workflows-tdd-green",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "tdd-workflows-tdd-green",
     "description": "Implement the minimal code needed to make failing tests pass in the TDD green phase.",
     "risk": "unknown",
@@ -8652,7 +8652,7 @@
   {
     "id": "tdd-workflows-tdd-red",
     "path": "skills/tdd-workflows-tdd-red",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "tdd-workflows-tdd-red",
     "description": "Generate failing tests for the TDD red phase to define expected behavior and edge cases.",
     "risk": "unknown",
@@ -8662,7 +8662,7 @@
   {
     "id": "tdd-workflows-tdd-refactor",
     "path": "skills/tdd-workflows-tdd-refactor",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tdd-workflows-tdd-refactor",
     "description": "Use when working with tdd workflows tdd refactor",
     "risk": "unknown",
@@ -8672,7 +8672,7 @@
   {
     "id": "team-collaboration-issue",
     "path": "skills/team-collaboration-issue",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "team-collaboration-issue",
     "description": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an",
     "risk": "unknown",
@@ -8682,7 +8682,7 @@
   {
     "id": "team-collaboration-standup-notes",
     "path": "skills/team-collaboration-standup-notes",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "team-collaboration-standup-notes",
     "description": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.",
     "risk": "unknown",
@@ -8702,7 +8702,7 @@
   {
     "id": "telegram-automation",
     "path": "skills/telegram-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "telegram-automation",
     "description": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8712,7 +8712,7 @@
   {
     "id": "telegram-bot-builder",
     "path": "skills/telegram-bot-builder",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "telegram-bot-builder",
     "description": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...",
     "risk": "unknown",
@@ -8722,7 +8722,7 @@
   {
     "id": "telegram-mini-app",
     "path": "skills/telegram-mini-app",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "telegram-mini-app",
     "description": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...",
     "risk": "unknown",
@@ -8732,7 +8732,7 @@
   {
     "id": "templates",
     "path": "skills/app-builder/templates",
-    "category": "app-builder",
+    "category": "ai-ml",
     "name": "templates",
     "description": "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.",
     "risk": "unknown",
@@ -8742,7 +8742,7 @@
   {
     "id": "temporal-golang-pro",
     "path": "skills/temporal-golang-pro",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "temporal-golang-pro",
     "description": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.",
     "risk": "safe",
@@ -8752,7 +8752,7 @@
   {
     "id": "temporal-python-pro",
     "path": "skills/temporal-python-pro",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "temporal-python-pro",
     "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.",
     "risk": "unknown",
@@ -8762,7 +8762,7 @@
   {
     "id": "temporal-python-testing",
     "path": "skills/temporal-python-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "temporal-python-testing",
     "description": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...",
     "risk": "unknown",
@@ -8772,7 +8772,7 @@
   {
     "id": "terraform-aws-modules",
     "path": "skills/terraform-aws-modules",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "terraform-aws-modules",
     "description": "Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.",
     "risk": "unknown",
@@ -8792,7 +8792,7 @@
   {
     "id": "terraform-module-library",
     "path": "skills/terraform-module-library",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "terraform-module-library",
     "description": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...",
     "risk": "unknown",
@@ -8802,7 +8802,7 @@
   {
     "id": "terraform-skill",
     "path": "skills/terraform-skill",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "terraform-skill",
     "description": "Terraform infrastructure as code best practices",
     "risk": "safe",
@@ -8812,7 +8812,7 @@
   {
     "id": "terraform-specialist",
     "path": "skills/terraform-specialist",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "terraform-specialist",
     "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.",
     "risk": "unknown",
@@ -8822,7 +8822,7 @@
   {
     "id": "test-automator",
     "path": "skills/test-automator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-automator",
     "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.",
     "risk": "unknown",
@@ -8832,7 +8832,7 @@
   {
     "id": "test-driven-development",
     "path": "skills/test-driven-development",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-driven-development",
     "description": "Use when implementing any feature or bugfix, before writing implementation code",
     "risk": "unknown",
@@ -8842,7 +8842,7 @@
   {
     "id": "test-fixing",
     "path": "skills/test-fixing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "test-fixing",
     "description": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...",
     "risk": "unknown",
@@ -8852,7 +8852,7 @@
   {
     "id": "testing-patterns",
     "path": "skills/testing-patterns",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "testing-patterns",
     "description": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.",
     "risk": "unknown",
@@ -8872,7 +8872,7 @@
   {
     "id": "theme-factory",
     "path": "skills/theme-factory",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "theme-factory",
     "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...",
     "risk": "unknown",
@@ -8882,7 +8882,7 @@
   {
     "id": "threat-mitigation-mapping",
     "path": "skills/threat-mitigation-mapping",
-    "category": "uncategorized",
+    "category": "security",
     "name": "threat-mitigation-mapping",
     "description": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.",
     "risk": "unknown",
@@ -8892,7 +8892,7 @@
   {
     "id": "threat-modeling-expert",
     "path": "skills/threat-modeling-expert",
-    "category": "uncategorized",
+    "category": "security",
     "name": "threat-modeling-expert",
     "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...",
     "risk": "unknown",
@@ -8902,7 +8902,7 @@
   {
     "id": "threejs-skills",
     "path": "skills/threejs-skills",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "threejs-skills",
     "description": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.",
     "risk": "safe",
@@ -8912,7 +8912,7 @@
   {
     "id": "tiktok-automation",
     "path": "skills/tiktok-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "tiktok-automation",
     "description": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8922,7 +8922,7 @@
   {
     "id": "todoist-automation",
     "path": "skills/todoist-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "todoist-automation",
     "description": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8942,7 +8942,7 @@
   {
     "id": "top-web-vulnerabilities",
     "path": "skills/top-web-vulnerabilities",
-    "category": "uncategorized",
+    "category": "security",
     "name": "top-web-vulnerabilities",
     "description": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...",
     "risk": "unknown",
@@ -8952,7 +8952,7 @@
   {
     "id": "track-management",
     "path": "skills/track-management",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "track-management",
     "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.",
     "risk": "unknown",
@@ -8962,7 +8962,7 @@
   {
     "id": "trello-automation",
     "path": "skills/trello-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "trello-automation",
     "description": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.",
     "risk": "unknown",
@@ -8972,7 +8972,7 @@
   {
     "id": "trigger-dev",
     "path": "skills/trigger-dev",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "trigger-dev",
     "description": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...",
     "risk": "unknown",
@@ -8982,7 +8982,7 @@
   {
     "id": "turborepo-caching",
     "path": "skills/turborepo-caching",
-    "category": "uncategorized",
+    "category": "cloud",
     "name": "turborepo-caching",
     "description": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.",
     "risk": "unknown",
@@ -8992,7 +8992,7 @@
   {
     "id": "tutorial-engineer",
     "path": "skills/tutorial-engineer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "tutorial-engineer",
     "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.",
     "risk": "safe",
@@ -9002,7 +9002,7 @@
   {
     "id": "twilio-communications",
     "path": "skills/twilio-communications",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "twilio-communications",
     "description": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...",
     "risk": "unknown",
@@ -9012,7 +9012,7 @@
   {
     "id": "twitter-automation",
     "path": "skills/twitter-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "twitter-automation",
     "description": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9022,7 +9022,7 @@
   {
     "id": "typescript-advanced-types",
     "path": "skills/typescript-advanced-types",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "typescript-advanced-types",
     "description": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...",
     "risk": "unknown",
@@ -9042,7 +9042,7 @@
   {
     "id": "typescript-pro",
     "path": "skills/typescript-pro",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "typescript-pro",
     "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.",
     "risk": "unknown",
@@ -9052,7 +9052,7 @@
   {
     "id": "ui-skills",
     "path": "skills/ui-skills",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "ui-skills",
     "description": "Opinionated, evolving constraints to guide agents when building interfaces",
     "risk": "safe",
@@ -9062,7 +9062,7 @@
   {
     "id": "ui-ux-designer",
     "path": "skills/ui-ux-designer",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ui-ux-designer",
     "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.",
     "risk": "unknown",
@@ -9072,7 +9072,7 @@
   {
     "id": "ui-ux-pro-max",
     "path": "skills/ui-ux-pro-max",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "ui-ux-pro-max",
     "description": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...",
     "risk": "unknown",
@@ -9082,7 +9082,7 @@
   {
     "id": "ui-visual-validator",
     "path": "skills/ui-visual-validator",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "ui-visual-validator",
     "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.",
     "risk": "unknown",
@@ -9092,7 +9092,7 @@
   {
     "id": "unit-testing-test-generate",
     "path": "skills/unit-testing-test-generate",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "unit-testing-test-generate",
     "description": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.",
     "risk": "unknown",
@@ -9102,7 +9102,7 @@
   {
     "id": "unity-developer",
     "path": "skills/unity-developer",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unity-developer",
     "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.",
     "risk": "unknown",
@@ -9112,7 +9112,7 @@
   {
     "id": "unity-ecs-patterns",
     "path": "skills/unity-ecs-patterns",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unity-ecs-patterns",
     "description": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...",
     "risk": "unknown",
@@ -9122,7 +9122,7 @@
   {
     "id": "unreal-engine-cpp-pro",
     "path": "skills/unreal-engine-cpp-pro",
-    "category": "uncategorized",
+    "category": "game-development",
     "name": "unreal-engine-cpp-pro",
     "description": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.",
     "risk": "safe",
@@ -9132,7 +9132,7 @@
   {
     "id": "upgrading-expo",
     "path": "skills/upgrading-expo",
-    "category": "uncategorized",
+    "category": "mobile",
     "name": "upgrading-expo",
     "description": "Upgrade Expo SDK versions",
     "risk": "safe",
@@ -9142,7 +9142,7 @@
   {
     "id": "upstash-qstash",
     "path": "skills/upstash-qstash",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "upstash-qstash",
     "description": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...",
     "risk": "unknown",
@@ -9152,7 +9152,7 @@
   {
     "id": "using-git-worktrees",
     "path": "skills/using-git-worktrees",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "using-git-worktrees",
     "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...",
     "risk": "unknown",
@@ -9162,7 +9162,7 @@
   {
     "id": "using-neon",
     "path": "skills/using-neon",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "using-neon",
     "description": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...",
     "risk": "safe",
@@ -9182,7 +9182,7 @@
   {
     "id": "uv-package-manager",
     "path": "skills/uv-package-manager",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "uv-package-manager",
     "description": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...",
     "risk": "unknown",
@@ -9192,7 +9192,7 @@
   {
     "id": "varlock-claude-skill",
     "path": "skills/varlock-claude-skill",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "varlock-claude-skill",
     "description": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits",
     "risk": "safe",
@@ -9202,7 +9202,7 @@
   {
     "id": "vector-database-engineer",
     "path": "skills/vector-database-engineer",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vector-database-engineer",
     "description": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar",
     "risk": "unknown",
@@ -9212,7 +9212,7 @@
   {
     "id": "vector-index-tuning",
     "path": "skills/vector-index-tuning",
-    "category": "uncategorized",
+    "category": "database",
     "name": "vector-index-tuning",
     "description": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.",
     "risk": "unknown",
@@ -9222,7 +9222,7 @@
   {
     "id": "vercel-automation",
     "path": "skills/vercel-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "vercel-automation",
     "description": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9232,7 +9232,7 @@
   {
     "id": "vercel-deploy-claimable",
     "path": "skills/vercel-deploy-claimable",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "vercel-deploy-claimable",
     "description": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...",
     "risk": "safe",
@@ -9242,7 +9242,7 @@
   {
     "id": "vercel-deployment",
     "path": "skills/vercel-deployment",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "vercel-deployment",
     "description": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.",
     "risk": "safe",
@@ -9252,7 +9252,7 @@
   {
     "id": "verification-before-completion",
     "path": "skills/verification-before-completion",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "verification-before-completion",
     "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...",
     "risk": "unknown",
@@ -9262,7 +9262,7 @@
   {
     "id": "vexor",
     "path": "skills/vexor",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vexor",
     "description": "Vector-powered CLI for semantic file search with a Claude/Codex skill",
     "risk": "safe",
@@ -9272,7 +9272,7 @@
   {
     "id": "vibe-code-auditor",
     "path": "skills/vibe-code-auditor",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "vibe-code-auditor",
     "description": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.",
     "risk": "safe",
@@ -9302,7 +9302,7 @@
   {
     "id": "viral-generator-builder",
     "path": "skills/viral-generator-builder",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "viral-generator-builder",
     "description": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...",
     "risk": "unknown",
@@ -9312,7 +9312,7 @@
   {
     "id": "voice-agents",
     "path": "skills/voice-agents",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "voice-agents",
     "description": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...",
     "risk": "unknown",
@@ -9322,7 +9322,7 @@
   {
     "id": "voice-ai-development",
     "path": "skills/voice-ai-development",
-    "category": "uncategorized",
+    "category": "backend",
     "name": "voice-ai-development",
     "description": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...",
     "risk": "unknown",
@@ -9332,7 +9332,7 @@
   {
     "id": "voice-ai-engine-development",
     "path": "skills/voice-ai-engine-development",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "voice-ai-engine-development",
     "description": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support",
     "risk": "unknown",
@@ -9342,7 +9342,7 @@
   {
     "id": "vr-ar",
     "path": "skills/game-development/vr-ar",
-    "category": "game-development",
+    "category": "database",
     "name": "vr-ar",
     "description": "VR/AR development principles. Comfort, interaction, performance requirements.",
     "risk": "unknown",
@@ -9352,7 +9352,7 @@
   {
     "id": "vulnerability-scanner",
     "path": "skills/vulnerability-scanner",
-    "category": "uncategorized",
+    "category": "security",
     "name": "vulnerability-scanner",
     "description": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.",
     "risk": "unknown",
@@ -9362,7 +9362,7 @@
   {
     "id": "wcag-audit-patterns",
     "path": "skills/wcag-audit-patterns",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "wcag-audit-patterns",
     "description": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...",
     "risk": "unknown",
@@ -9372,7 +9372,7 @@
   {
     "id": "web-artifacts-builder",
     "path": "skills/web-artifacts-builder",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-artifacts-builder",
     "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...",
     "risk": "unknown",
@@ -9382,7 +9382,7 @@
   {
     "id": "web-design-guidelines",
     "path": "skills/web-design-guidelines",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-design-guidelines",
     "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...",
     "risk": "unknown",
@@ -9392,7 +9392,7 @@
   {
     "id": "web-games",
     "path": "skills/game-development/web-games",
-    "category": "game-development",
+    "category": "web-development",
     "name": "web-games",
     "description": "Web browser game development principles. Framework selection, WebGPU, optimization, PWA.",
     "risk": "unknown",
@@ -9402,7 +9402,7 @@
   {
     "id": "web-performance-optimization",
     "path": "skills/web-performance-optimization",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "web-performance-optimization",
     "description": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance",
     "risk": "unknown",
@@ -9422,7 +9422,7 @@
   {
     "id": "web3-testing",
     "path": "skills/web3-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "web3-testing",
     "description": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...",
     "risk": "unknown",
@@ -9432,7 +9432,7 @@
   {
     "id": "webapp-testing",
     "path": "skills/webapp-testing",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "webapp-testing",
     "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...",
     "risk": "unknown",
@@ -9442,7 +9442,7 @@
   {
     "id": "webflow-automation",
     "path": "skills/webflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "webflow-automation",
     "description": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9452,7 +9452,7 @@
   {
     "id": "whatsapp-automation",
     "path": "skills/whatsapp-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "whatsapp-automation",
     "description": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9462,7 +9462,7 @@
   {
     "id": "wiki-architect",
     "path": "skills/wiki-architect",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-architect",
     "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...",
     "risk": "unknown",
@@ -9472,7 +9472,7 @@
   {
     "id": "wiki-changelog",
     "path": "skills/wiki-changelog",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "wiki-changelog",
     "description": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...",
     "risk": "unknown",
@@ -9482,7 +9482,7 @@
   {
     "id": "wiki-onboarding",
     "path": "skills/wiki-onboarding",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-onboarding",
     "description": "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...",
     "risk": "unknown",
@@ -9492,7 +9492,7 @@
   {
     "id": "wiki-page-writer",
     "path": "skills/wiki-page-writer",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-page-writer",
     "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...",
     "risk": "unknown",
@@ -9502,7 +9502,7 @@
   {
     "id": "wiki-qa",
     "path": "skills/wiki-qa",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "wiki-qa",
     "description": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...",
     "risk": "unknown",
@@ -9522,7 +9522,7 @@
   {
     "id": "wiki-vitepress",
     "path": "skills/wiki-vitepress",
-    "category": "uncategorized",
+    "category": "content",
     "name": "wiki-vitepress",
     "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...",
     "risk": "unknown",
@@ -9532,7 +9532,7 @@
   {
     "id": "windows-privilege-escalation",
     "path": "skills/windows-privilege-escalation",
-    "category": "uncategorized",
+    "category": "ai-ml",
     "name": "windows-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...",
     "risk": "unknown",
@@ -9562,7 +9562,7 @@
   {
     "id": "wordpress-penetration-testing",
     "path": "skills/wordpress-penetration-testing",
-    "category": "uncategorized",
+    "category": "testing",
     "name": "wordpress-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...",
     "risk": "unknown",
@@ -9602,7 +9602,7 @@
   {
     "id": "workflow-automation",
     "path": "skills/workflow-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "workflow-automation",
     "description": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...",
     "risk": "unknown",
@@ -9612,7 +9612,7 @@
   {
     "id": "workflow-orchestration-patterns",
     "path": "skills/workflow-orchestration-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "workflow-orchestration-patterns",
     "description": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...",
     "risk": "unknown",
@@ -9622,7 +9622,7 @@
   {
     "id": "workflow-patterns",
     "path": "skills/workflow-patterns",
-    "category": "uncategorized",
+    "category": "devops",
     "name": "workflow-patterns",
     "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.",
     "risk": "unknown",
@@ -9632,7 +9632,7 @@
   {
     "id": "wrike-automation",
     "path": "skills/wrike-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "wrike-automation",
     "description": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9652,7 +9652,7 @@
   {
     "id": "writing-plans",
     "path": "skills/writing-plans",
-    "category": "uncategorized",
+    "category": "content",
     "name": "writing-plans",
     "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
     "risk": "unknown",
@@ -9672,7 +9672,7 @@
   {
     "id": "x-article-publisher-skill",
     "path": "skills/x-article-publisher-skill",
-    "category": "uncategorized",
+    "category": "content",
     "name": "x-article-publisher-skill",
     "description": "Publish articles to X/Twitter",
     "risk": "safe",
@@ -9692,7 +9692,7 @@
   {
     "id": "xlsx-official",
     "path": "skills/xlsx-official",
-    "category": "uncategorized",
+    "category": "data-science",
     "name": "xlsx-official",
     "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....",
     "risk": "unknown",
@@ -9702,7 +9702,7 @@
   {
     "id": "xss-html-injection",
     "path": "skills/xss-html-injection",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "xss-html-injection",
     "description": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...",
     "risk": "unknown",
@@ -9712,7 +9712,7 @@
   {
     "id": "youtube-automation",
     "path": "skills/youtube-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "youtube-automation",
     "description": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9732,7 +9732,7 @@
   {
     "id": "zapier-make-patterns",
     "path": "skills/zapier-make-patterns",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zapier-make-patterns",
     "description": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...",
     "risk": "unknown",
@@ -9742,7 +9742,7 @@
   {
     "id": "zendesk-automation",
     "path": "skills/zendesk-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zendesk-automation",
     "description": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9752,7 +9752,7 @@
   {
     "id": "zoho-crm-automation",
     "path": "skills/zoho-crm-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zoho-crm-automation",
     "description": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9762,7 +9762,7 @@
   {
     "id": "zoom-automation",
     "path": "skills/zoom-automation",
-    "category": "uncategorized",
+    "category": "automation",
     "name": "zoom-automation",
     "description": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9772,7 +9772,7 @@
   {
     "id": "zustand-store-ts",
     "path": "skills/zustand-store-ts",
-    "category": "uncategorized",
+    "category": "web-development",
     "name": "zustand-store-ts",
     "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...",
     "risk": "unknown",
diff --git a/web-app/public/skills/3d-web-experience/SKILL.md b/web-app/public/skills/3d-web-experience/SKILL.md
index f1ca0758..d70f67fa 100644
--- a/web-app/public/skills/3d-web-experience/SKILL.md
+++ b/web-app/public/skills/3d-web-experience/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 3d-web-experience
-description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
+description: Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # 3D Web Experience
diff --git a/web-app/public/skills/ab-test-setup/SKILL.md b/web-app/public/skills/ab-test-setup/SKILL.md
index e72382ee..15186a40 100644
--- a/web-app/public/skills/ab-test-setup/SKILL.md
+++ b/web-app/public/skills/ab-test-setup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ab-test-setup
-description: "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
+description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # A/B Test Setup
diff --git a/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md b/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
index 32e0d706..cd74adcc 100644
--- a/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
+++ b/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: accessibility-compliance-accessibility-audit
-description: "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
+description: You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Accessibility Audit and Testing
diff --git a/web-app/public/skills/activecampaign-automation/SKILL.md b/web-app/public/skills/activecampaign-automation/SKILL.md
index a3c6d2cb..e476433b 100644
--- a/web-app/public/skills/activecampaign-automation/SKILL.md
+++ b/web-app/public/skills/activecampaign-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: activecampaign-automation
-description: "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
+description: 'Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ActiveCampaign Automation via Rube MCP
diff --git a/web-app/public/skills/address-github-comments/SKILL.md b/web-app/public/skills/address-github-comments/SKILL.md
index f65e6724..02d79e45 100644
--- a/web-app/public/skills/address-github-comments/SKILL.md
+++ b/web-app/public/skills/address-github-comments/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: address-github-comments
-description: "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
+description: Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Address GitHub Comments
diff --git a/web-app/public/skills/agent-evaluation/SKILL.md b/web-app/public/skills/agent-evaluation/SKILL.md
index 36a97c1f..338a4ec7 100644
--- a/web-app/public/skills/agent-evaluation/SKILL.md
+++ b/web-app/public/skills/agent-evaluation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-evaluation
-description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..."
+description: Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Agent Evaluation
diff --git a/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md b/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
index 6407dea3..b60ce44a 100644
--- a/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
+++ b/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-framework-azure-ai-py
-description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
+description: Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Agent Framework Azure Hosted Agents
diff --git a/web-app/public/skills/agent-manager-skill/SKILL.md b/web-app/public/skills/agent-manager-skill/SKILL.md
index f898fca1..db73793b 100644
--- a/web-app/public/skills/agent-manager-skill/SKILL.md
+++ b/web-app/public/skills/agent-manager-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-manager-skill
-description: "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
+description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Agent Manager Skill
diff --git a/web-app/public/skills/agent-memory-mcp/SKILL.md b/web-app/public/skills/agent-memory-mcp/SKILL.md
index 224a5095..3d62b357 100644
--- a/web-app/public/skills/agent-memory-mcp/SKILL.md
+++ b/web-app/public/skills/agent-memory-mcp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-memory-mcp
-description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
+description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Memory Skill
diff --git a/web-app/public/skills/agent-memory-systems/SKILL.md b/web-app/public/skills/agent-memory-systems/SKILL.md
index 0d6e1e2a..10c857a0 100644
--- a/web-app/public/skills/agent-memory-systems/SKILL.md
+++ b/web-app/public/skills/agent-memory-systems/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-memory-systems
-description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
+description: 'Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Memory Systems
diff --git a/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md b/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
index b7eb4207..6a385f2a 100644
--- a/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
+++ b/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-orchestration-improve-agent
-description: "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
+description: Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Agent Performance Optimization Workflow
diff --git a/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md b/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
index bd4e5184..37875738 100644
--- a/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
+++ b/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-orchestration-multi-agent-optimize
-description: "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
+description: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Multi-Agent Optimization Toolkit
diff --git a/web-app/public/skills/agent-tool-builder/SKILL.md b/web-app/public/skills/agent-tool-builder/SKILL.md
index 06f5a08e..826c1267 100644
--- a/web-app/public/skills/agent-tool-builder/SKILL.md
+++ b/web-app/public/skills/agent-tool-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agent-tool-builder
-description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
+description: Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Agent Tool Builder
diff --git a/web-app/public/skills/agentfolio/SKILL.md b/web-app/public/skills/agentfolio/SKILL.md
index 088e63fc..f7e3f7a3 100644
--- a/web-app/public/skills/agentfolio/SKILL.md
+++ b/web-app/public/skills/agentfolio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agentfolio
-description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
+description: Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
 risk: unknown
 source: agentfolio.io
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AgentFolio
diff --git a/web-app/public/skills/agents-v2-py/SKILL.md b/web-app/public/skills/agents-v2-py/SKILL.md
index aec4c021..1021fccd 100644
--- a/web-app/public/skills/agents-v2-py/SKILL.md
+++ b/web-app/public/skills/agents-v2-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: agents-v2-py
-description: "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
+description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/web-app/public/skills/ai-agents-architect/SKILL.md b/web-app/public/skills/ai-agents-architect/SKILL.md
index 939c7ecb..6a6467fd 100644
--- a/web-app/public/skills/ai-agents-architect/SKILL.md
+++ b/web-app/public/skills/ai-agents-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ai-agents-architect
-description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
+description: 'Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Agents Architect
diff --git a/web-app/public/skills/ai-engineer/SKILL.md b/web-app/public/skills/ai-engineer/SKILL.md
index a75993a7..ecf513f6 100644
--- a/web-app/public/skills/ai-engineer/SKILL.md
+++ b/web-app/public/skills/ai-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready LLM applications, advanced RAG systems, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.
diff --git a/web-app/public/skills/ai-product/SKILL.md b/web-app/public/skills/ai-product/SKILL.md
index cc1c7d41..74668fd8 100644
--- a/web-app/public/skills/ai-product/SKILL.md
+++ b/web-app/public/skills/ai-product/SKILL.md
@@ -4,6 +4,7 @@ description: Every product will be AI-powered. The question is whether you'll bu
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Product Development
diff --git a/web-app/public/skills/ai-wrapper-product/SKILL.md b/web-app/public/skills/ai-wrapper-product/SKILL.md
index 33f5c5cd..f4858106 100644
--- a/web-app/public/skills/ai-wrapper-product/SKILL.md
+++ b/web-app/public/skills/ai-wrapper-product/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ai-wrapper-product
-description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
+description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Wrapper Product
diff --git a/web-app/public/skills/airflow-dag-patterns/SKILL.md b/web-app/public/skills/airflow-dag-patterns/SKILL.md
index 4e285a72..10af29ff 100644
--- a/web-app/public/skills/airflow-dag-patterns/SKILL.md
+++ b/web-app/public/skills/airflow-dag-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: airflow-dag-patterns
-description: "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
+description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Apache Airflow DAG Patterns
diff --git a/web-app/public/skills/airtable-automation/SKILL.md b/web-app/public/skills/airtable-automation/SKILL.md
index 91b46786..4b2772fe 100644
--- a/web-app/public/skills/airtable-automation/SKILL.md
+++ b/web-app/public/skills/airtable-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: airtable-automation
-description: "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
+description: 'Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Airtable Automation via Rube MCP
diff --git a/web-app/public/skills/algolia-search/SKILL.md b/web-app/public/skills/algolia-search/SKILL.md
index 73647c0d..239a240e 100644
--- a/web-app/public/skills/algolia-search/SKILL.md
+++ b/web-app/public/skills/algolia-search/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: algolia-search
-description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
+description: 'Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Algolia Search Integration
diff --git a/web-app/public/skills/algorithmic-art/SKILL.md b/web-app/public/skills/algorithmic-art/SKILL.md
index 0769241e..027ea77f 100644
--- a/web-app/public/skills/algorithmic-art/SKILL.md
+++ b/web-app/public/skills/algorithmic-art/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: algorithmic-art
-description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
+description: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).
diff --git a/web-app/public/skills/amplitude-automation/SKILL.md b/web-app/public/skills/amplitude-automation/SKILL.md
index d9c1f150..238a9de5 100644
--- a/web-app/public/skills/amplitude-automation/SKILL.md
+++ b/web-app/public/skills/amplitude-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: amplitude-automation
-description: "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
+description: 'Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Amplitude Automation via Rube MCP
diff --git a/web-app/public/skills/analytics-tracking/SKILL.md b/web-app/public/skills/analytics-tracking/SKILL.md
index 86087f5d..bc0eadc1 100644
--- a/web-app/public/skills/analytics-tracking/SKILL.md
+++ b/web-app/public/skills/analytics-tracking/SKILL.md
@@ -4,6 +4,7 @@ description: Design, audit, and improve analytics tracking systems that produce
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 # Analytics Tracking & Measurement Strategy
diff --git a/web-app/public/skills/android-jetpack-compose-expert/SKILL.md b/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
index 55817790..9ca2bf6d 100644
--- a/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
+++ b/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: android-jetpack-compose-expert
-description: "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
+description: Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Android Jetpack Compose Expert
diff --git a/web-app/public/skills/android_ui_verification/SKILL.md b/web-app/public/skills/android_ui_verification/SKILL.md
index 98511618..d136601b 100644
--- a/web-app/public/skills/android_ui_verification/SKILL.md
+++ b/web-app/public/skills/android_ui_verification/SKILL.md
@@ -3,7 +3,8 @@ name: android_ui_verification
 description: Automated end-to-end UI testing and verification on an Android Emulator using ADB.
 risk: safe
 source: community
-date_added: "2026-02-28"
+date_added: '2026-02-28'
+category: testing
 ---
 
 # Android UI Verification Skill
diff --git a/web-app/public/skills/angular-best-practices/SKILL.md b/web-app/public/skills/angular-best-practices/SKILL.md
index 891fdda0..250c5804 100644
--- a/web-app/public/skills/angular-best-practices/SKILL.md
+++ b/web-app/public/skills/angular-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-best-practices
-description: "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
+description: Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Best Practices
diff --git a/web-app/public/skills/angular-migration/SKILL.md b/web-app/public/skills/angular-migration/SKILL.md
index 760df3dc..d713711e 100644
--- a/web-app/public/skills/angular-migration/SKILL.md
+++ b/web-app/public/skills/angular-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-migration
-description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
+description: Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Migration
diff --git a/web-app/public/skills/angular-state-management/SKILL.md b/web-app/public/skills/angular-state-management/SKILL.md
index 88624cd2..95b8daad 100644
--- a/web-app/public/skills/angular-state-management/SKILL.md
+++ b/web-app/public/skills/angular-state-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-state-management
-description: "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
+description: Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular State Management
diff --git a/web-app/public/skills/angular-ui-patterns/SKILL.md b/web-app/public/skills/angular-ui-patterns/SKILL.md
index e51ce052..173b7594 100644
--- a/web-app/public/skills/angular-ui-patterns/SKILL.md
+++ b/web-app/public/skills/angular-ui-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: angular-ui-patterns
-description: "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
+description: Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular UI Patterns
diff --git a/web-app/public/skills/angular/SKILL.md b/web-app/public/skills/angular/SKILL.md
index 761f8e5f..62254313 100644
--- a/web-app/public/skills/angular/SKILL.md
+++ b/web-app/public/skills/angular/SKILL.md
@@ -4,6 +4,7 @@ description: Modern Angular (v20+) expert with deep knowledge of Signals, Standa
 risk: safe
 source: self
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Angular Expert
diff --git a/web-app/public/skills/anti-reversing-techniques/SKILL.md b/web-app/public/skills/anti-reversing-techniques/SKILL.md
index 9ac58193..c3858a47 100644
--- a/web-app/public/skills/anti-reversing-techniques/SKILL.md
+++ b/web-app/public/skills/anti-reversing-techniques/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: anti-reversing-techniques
-description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
+description: Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 > **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:
diff --git a/web-app/public/skills/antigravity-workflows/SKILL.md b/web-app/public/skills/antigravity-workflows/SKILL.md
index 48cc1540..7b85551b 100644
--- a/web-app/public/skills/antigravity-workflows/SKILL.md
+++ b/web-app/public/skills/antigravity-workflows/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: antigravity-workflows
-description: "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
+description: Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
 risk: none
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Antigravity Workflows
diff --git a/web-app/public/skills/api-design-principles/SKILL.md b/web-app/public/skills/api-design-principles/SKILL.md
index eacdb62b..8a53eae5 100644
--- a/web-app/public/skills/api-design-principles/SKILL.md
+++ b/web-app/public/skills/api-design-principles/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-design-principles
-description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
+description: Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Design Principles
diff --git a/web-app/public/skills/api-documentation-generator/SKILL.md b/web-app/public/skills/api-documentation-generator/SKILL.md
index 27f0bc05..32c7060b 100644
--- a/web-app/public/skills/api-documentation-generator/SKILL.md
+++ b/web-app/public/skills/api-documentation-generator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-documentation-generator
-description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
+description: Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Documentation Generator
diff --git a/web-app/public/skills/api-documenter/SKILL.md b/web-app/public/skills/api-documenter/SKILL.md
index 3ab03b22..d54edea3 100644
--- a/web-app/public/skills/api-documenter/SKILL.md
+++ b/web-app/public/skills/api-documenter/SKILL.md
@@ -4,6 +4,7 @@ description: Master API documentation with OpenAPI 3.1, AI-powered tools, and mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.
 
diff --git a/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md b/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
index 60906ad2..b20b5c40 100644
--- a/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
+++ b/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-fuzzing-bug-bounty
-description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
+description: This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Fuzzing for Bug Bounty
diff --git a/web-app/public/skills/api-patterns/SKILL.md b/web-app/public/skills/api-patterns/SKILL.md
index f21b684c..cf023030 100644
--- a/web-app/public/skills/api-patterns/SKILL.md
+++ b/web-app/public/skills/api-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-patterns
-description: "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
+description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # API Patterns
diff --git a/web-app/public/skills/api-security-best-practices/SKILL.md b/web-app/public/skills/api-security-best-practices/SKILL.md
index f19ff6fe..93d0c28e 100644
--- a/web-app/public/skills/api-security-best-practices/SKILL.md
+++ b/web-app/public/skills/api-security-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-security-best-practices
-description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
+description: Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # API Security Best Practices
diff --git a/web-app/public/skills/api-testing-observability-api-mock/SKILL.md b/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
index d2724a86..3be81e2b 100644
--- a/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
+++ b/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: api-testing-observability-api-mock
-description: "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
+description: You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # API Mocking Framework
diff --git a/web-app/public/skills/apify-actor-development/SKILL.md b/web-app/public/skills/apify-actor-development/SKILL.md
index 3df9de06..14b3587a 100644
--- a/web-app/public/skills/apify-actor-development/SKILL.md
+++ b/web-app/public/skills/apify-actor-development/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-actor-development
-description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
+description: Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...
+category: cloud
 ---
 
 # Apify Actor Development
diff --git a/web-app/public/skills/apify-actorization/SKILL.md b/web-app/public/skills/apify-actorization/SKILL.md
index 4f90b1d0..efc6dbfe 100644
--- a/web-app/public/skills/apify-actorization/SKILL.md
+++ b/web-app/public/skills/apify-actorization/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-actorization
-description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
+description: Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...
+category: web-development
 ---
 
 # Apify Actorization
diff --git a/web-app/public/skills/apify-audience-analysis/SKILL.md b/web-app/public/skills/apify-audience-analysis/SKILL.md
index 7ce31aa7..c0f8a04f 100644
--- a/web-app/public/skills/apify-audience-analysis/SKILL.md
+++ b/web-app/public/skills/apify-audience-analysis/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-audience-analysis
 description: Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
+category: backend
 ---
 
 # Audience Analysis
diff --git a/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md b/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
index e38a8d4a..7278a8cd 100644
--- a/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
+++ b/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-brand-reputation-monitoring
-description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
+description: Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...
+category: devops
 ---
 
 # Brand Reputation Monitoring
diff --git a/web-app/public/skills/apify-competitor-intelligence/SKILL.md b/web-app/public/skills/apify-competitor-intelligence/SKILL.md
index eb5bdc34..a6423b30 100644
--- a/web-app/public/skills/apify-competitor-intelligence/SKILL.md
+++ b/web-app/public/skills/apify-competitor-intelligence/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-competitor-intelligence
 description: Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
+category: content
 ---
 
 # Competitor Intelligence
diff --git a/web-app/public/skills/apify-content-analytics/SKILL.md b/web-app/public/skills/apify-content-analytics/SKILL.md
index 021eeb5c..0e80be64 100644
--- a/web-app/public/skills/apify-content-analytics/SKILL.md
+++ b/web-app/public/skills/apify-content-analytics/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-content-analytics
 description: Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
+category: data-science
 ---
 
 # Content Analytics
diff --git a/web-app/public/skills/apify-ecommerce/SKILL.md b/web-app/public/skills/apify-ecommerce/SKILL.md
index 0e2dc9e6..5c1fd27e 100644
--- a/web-app/public/skills/apify-ecommerce/SKILL.md
+++ b/web-app/public/skills/apify-ecommerce/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-ecommerce
-description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
+description: Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...
+category: cloud
 ---
 
 # E-commerce Data Extraction
diff --git a/web-app/public/skills/apify-influencer-discovery/SKILL.md b/web-app/public/skills/apify-influencer-discovery/SKILL.md
index 12404a0b..299f4016 100644
--- a/web-app/public/skills/apify-influencer-discovery/SKILL.md
+++ b/web-app/public/skills/apify-influencer-discovery/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-influencer-discovery
 description: Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
+category: backend
 ---
 
 # Influencer Discovery
diff --git a/web-app/public/skills/apify-lead-generation/SKILL.md b/web-app/public/skills/apify-lead-generation/SKILL.md
index 18d01f3e..0b32db3f 100644
--- a/web-app/public/skills/apify-lead-generation/SKILL.md
+++ b/web-app/public/skills/apify-lead-generation/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-lead-generation
-description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
+description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...
+category: web-development
 ---
 
 # Lead Generation
diff --git a/web-app/public/skills/apify-market-research/SKILL.md b/web-app/public/skills/apify-market-research/SKILL.md
index 95e926b4..fe798689 100644
--- a/web-app/public/skills/apify-market-research/SKILL.md
+++ b/web-app/public/skills/apify-market-research/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-market-research
 description: Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
+category: backend
 ---
 
 # Market Research
diff --git a/web-app/public/skills/apify-trend-analysis/SKILL.md b/web-app/public/skills/apify-trend-analysis/SKILL.md
index 7692cde3..84e941bb 100644
--- a/web-app/public/skills/apify-trend-analysis/SKILL.md
+++ b/web-app/public/skills/apify-trend-analysis/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-trend-analysis
 description: Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
+category: content
 ---
 
 # Trend Analysis
diff --git a/web-app/public/skills/apify-ultimate-scraper/SKILL.md b/web-app/public/skills/apify-ultimate-scraper/SKILL.md
index b41a22ca..9550961a 100644
--- a/web-app/public/skills/apify-ultimate-scraper/SKILL.md
+++ b/web-app/public/skills/apify-ultimate-scraper/SKILL.md
@@ -1,6 +1,7 @@
 ---
 name: apify-ultimate-scraper
-description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
+description: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...
+category: web-development
 ---
 
 # Universal Web Scraper
diff --git a/web-app/public/skills/app-builder/SKILL.md b/web-app/public/skills/app-builder/SKILL.md
index ea04a6a1..36b217f6 100644
--- a/web-app/public/skills/app-builder/SKILL.md
+++ b/web-app/public/skills/app-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: app-builder
-description: "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
+description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # App Builder - Application Building Orchestrator
diff --git a/web-app/public/skills/app-builder/templates/SKILL.md b/web-app/public/skills/app-builder/templates/SKILL.md
index e7d796f1..edffd9bb 100644
--- a/web-app/public/skills/app-builder/templates/SKILL.md
+++ b/web-app/public/skills/app-builder/templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: templates
-description: "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks."
+description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Project Templates
diff --git a/web-app/public/skills/app-store-optimization/SKILL.md b/web-app/public/skills/app-store-optimization/SKILL.md
index f41f3214..49b5ed38 100644
--- a/web-app/public/skills/app-store-optimization/SKILL.md
+++ b/web-app/public/skills/app-store-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: app-store-optimization
-description: "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
+description: Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # App Store Optimization (ASO) Skill
diff --git a/web-app/public/skills/appdeploy/SKILL.md b/web-app/public/skills/appdeploy/SKILL.md
index 633f1d28..21076e53 100644
--- a/web-app/public/skills/appdeploy/SKILL.md
+++ b/web-app/public/skills/appdeploy/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: appdeploy
-description: "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
+description: Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
 risk: safe
-source: "AppDeploy (MIT)"
-date_added: "2026-02-27"
+source: AppDeploy (MIT)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # AppDeploy Skill
diff --git a/web-app/public/skills/application-performance-performance-optimization/SKILL.md b/web-app/public/skills/application-performance-performance-optimization/SKILL.md
index d8b2fac6..c3f3571e 100644
--- a/web-app/public/skills/application-performance-performance-optimization/SKILL.md
+++ b/web-app/public/skills/application-performance-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: application-performance-performance-optimization
-description: "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
+description: Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 Optimize application performance end-to-end using specialized performance and optimization agents:
diff --git a/web-app/public/skills/architecture-decision-records/SKILL.md b/web-app/public/skills/architecture-decision-records/SKILL.md
index 1249c7b5..dba561fd 100644
--- a/web-app/public/skills/architecture-decision-records/SKILL.md
+++ b/web-app/public/skills/architecture-decision-records/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture-decision-records
-description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
+description: Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Architecture Decision Records
diff --git a/web-app/public/skills/architecture-patterns/SKILL.md b/web-app/public/skills/architecture-patterns/SKILL.md
index e6c189df..0a842c7b 100644
--- a/web-app/public/skills/architecture-patterns/SKILL.md
+++ b/web-app/public/skills/architecture-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture-patterns
-description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
+description: Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Architecture Patterns
diff --git a/web-app/public/skills/architecture/SKILL.md b/web-app/public/skills/architecture/SKILL.md
index 773152e3..9d9fe3c8 100644
--- a/web-app/public/skills/architecture/SKILL.md
+++ b/web-app/public/skills/architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: architecture
-description: "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
+description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Architecture Decision Framework
diff --git a/web-app/public/skills/arm-cortex-expert/SKILL.md b/web-app/public/skills/arm-cortex-expert/SKILL.md
index 94121ce4..10558a18 100644
--- a/web-app/public/skills/arm-cortex-expert/SKILL.md
+++ b/web-app/public/skills/arm-cortex-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Senior embedded software engineer specializing in firmware and driv
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # @arm-cortex-expert
diff --git a/web-app/public/skills/asana-automation/SKILL.md b/web-app/public/skills/asana-automation/SKILL.md
index 44d0f6c1..b0f7b0c1 100644
--- a/web-app/public/skills/asana-automation/SKILL.md
+++ b/web-app/public/skills/asana-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: asana-automation
-description: "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
+description: 'Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Asana Automation via Rube MCP
diff --git a/web-app/public/skills/async-python-patterns/SKILL.md b/web-app/public/skills/async-python-patterns/SKILL.md
index 6361481d..5f90f7c5 100644
--- a/web-app/public/skills/async-python-patterns/SKILL.md
+++ b/web-app/public/skills/async-python-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: async-python-patterns
-description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
+description: Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Async Python Patterns
diff --git a/web-app/public/skills/attack-tree-construction/SKILL.md b/web-app/public/skills/attack-tree-construction/SKILL.md
index 22ed1dc5..f829b12d 100644
--- a/web-app/public/skills/attack-tree-construction/SKILL.md
+++ b/web-app/public/skills/attack-tree-construction/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: attack-tree-construction
-description: "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
+description: Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Attack Tree Construction
diff --git a/web-app/public/skills/auth-implementation-patterns/SKILL.md b/web-app/public/skills/auth-implementation-patterns/SKILL.md
index bba4d30b..30cd8fa0 100644
--- a/web-app/public/skills/auth-implementation-patterns/SKILL.md
+++ b/web-app/public/skills/auth-implementation-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: auth-implementation-patterns
-description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
+description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Authentication & Authorization Implementation Patterns
diff --git a/web-app/public/skills/automate-whatsapp/SKILL.md b/web-app/public/skills/automate-whatsapp/SKILL.md
index 1d040b9a..87b7bfff 100644
--- a/web-app/public/skills/automate-whatsapp/SKILL.md
+++ b/web-app/public/skills/automate-whatsapp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: automate-whatsapp
-description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
+description: 'Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...'
 risk: safe
-source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
-date_added: "2026-02-27"
+source: https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Automate WhatsApp
diff --git a/web-app/public/skills/autonomous-agent-patterns/SKILL.md b/web-app/public/skills/autonomous-agent-patterns/SKILL.md
index 6e74fa12..a7e5febf 100644
--- a/web-app/public/skills/autonomous-agent-patterns/SKILL.md
+++ b/web-app/public/skills/autonomous-agent-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: autonomous-agent-patterns
-description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
+description: Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # 🕹️ Autonomous Agent Patterns
diff --git a/web-app/public/skills/autonomous-agents/SKILL.md b/web-app/public/skills/autonomous-agents/SKILL.md
index 2e646118..a322ec85 100644
--- a/web-app/public/skills/autonomous-agents/SKILL.md
+++ b/web-app/public/skills/autonomous-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: autonomous-agents
-description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
+description: Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Autonomous Agents
diff --git a/web-app/public/skills/avalonia-layout-zafiro/SKILL.md b/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
index 50da30ec..13e92083 100644
--- a/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
+++ b/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: avalonia-layout-zafiro
-description: "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
+description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Avalonia Layout with Zafiro.Avalonia
diff --git a/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md b/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
index bc7e9288..a7a88922 100644
--- a/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
+++ b/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: avalonia-viewmodels-zafiro
-description: "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
+description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Avalonia ViewModels with Zafiro
diff --git a/web-app/public/skills/aws-cost-cleanup/SKILL.md b/web-app/public/skills/aws-cost-cleanup/SKILL.md
index 37d3bcc4..8e9e3f4b 100644
--- a/web-app/public/skills/aws-cost-cleanup/SKILL.md
+++ b/web-app/public/skills/aws-cost-cleanup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-cost-cleanup
-description: "Automated cleanup of unused AWS resources to reduce costs"
+description: Automated cleanup of unused AWS resources to reduce costs
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AWS Cost Cleanup
diff --git a/web-app/public/skills/aws-cost-optimizer/SKILL.md b/web-app/public/skills/aws-cost-optimizer/SKILL.md
index db683237..4acdfeb8 100644
--- a/web-app/public/skills/aws-cost-optimizer/SKILL.md
+++ b/web-app/public/skills/aws-cost-optimizer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-cost-optimizer
-description: "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
+description: Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AWS Cost Optimizer
diff --git a/web-app/public/skills/aws-penetration-testing/SKILL.md b/web-app/public/skills/aws-penetration-testing/SKILL.md
index 50e4c3c9..cd235cb3 100644
--- a/web-app/public/skills/aws-penetration-testing/SKILL.md
+++ b/web-app/public/skills/aws-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-penetration-testing
-description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
+description: This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # AWS Penetration Testing
diff --git a/web-app/public/skills/aws-serverless/SKILL.md b/web-app/public/skills/aws-serverless/SKILL.md
index baf77f8b..26d0bb31 100644
--- a/web-app/public/skills/aws-serverless/SKILL.md
+++ b/web-app/public/skills/aws-serverless/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-serverless
-description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
+description: Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # AWS Serverless
diff --git a/web-app/public/skills/aws-skills/SKILL.md b/web-app/public/skills/aws-skills/SKILL.md
index 125942e5..372f9531 100644
--- a/web-app/public/skills/aws-skills/SKILL.md
+++ b/web-app/public/skills/aws-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: aws-skills
-description: "AWS development with infrastructure automation and cloud architecture patterns"
+description: AWS development with infrastructure automation and cloud architecture patterns
 risk: safe
-source: "https://github.com/zxkane/aws-skills"
-date_added: "2026-02-27"
+source: https://github.com/zxkane/aws-skills
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Aws Skills
diff --git a/web-app/public/skills/azd-deployment/SKILL.md b/web-app/public/skills/azd-deployment/SKILL.md
index a0c46862..00d283b7 100644
--- a/web-app/public/skills/azd-deployment/SKILL.md
+++ b/web-app/public/skills/azd-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azd-deployment
-description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
+description: Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure Developer CLI (azd) Container Apps Deployment
diff --git a/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md b/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
index 5c4a7392..a0faa709 100644
--- a/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.Agents.Persistent (.NET)
diff --git a/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md b/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
index 7207f027..f646380d 100644
--- a/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for Java. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Agents Persistent SDK for Java
diff --git a/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md b/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
index 3ee71f99..72da312f 100644
--- a/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-anomalydetector-java
-description: "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
+description: Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Anomaly Detector SDK for Java
diff --git a/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
index a77a8d57..3a3f6767 100644
--- a/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-contentsafety-java
-description: "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
+description: Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Safety SDK for Java
diff --git a/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
index 5dee57fa..5cff7618 100644
--- a/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Content Safety SDK for Python. Use for detecting harmful c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Content Safety SDK for Python
diff --git a/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
index 96627287..2fb048c6 100644
--- a/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-contentsafety-ts
-description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
+description: Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Safety REST SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md b/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
index 2c4e8c39..10633449 100644
--- a/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Content Understanding SDK for Python. Use for multimodal c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Content Understanding SDK for Python
diff --git a/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md b/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
index a659e70a..7690bcd8 100644
--- a/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Document Intelligence SDK for .NET. Extract text, tables,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.DocumentIntelligence (.NET)
diff --git a/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md b/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
index eb19ba19..9bb7a998 100644
--- a/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-document-intelligence-ts
-description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
+description: Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Document Intelligence REST SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md b/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
index 05d1d3cc..95a50ba1 100644
--- a/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-formrecognizer-java
-description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
+description: Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Document Intelligence (Form Recognizer) SDK for Java
diff --git a/web-app/public/skills/azure-ai-ml-py/SKILL.md b/web-app/public/skills/azure-ai-ml-py/SKILL.md
index ff5b0d1a..820f730c 100644
--- a/web-app/public/skills/azure-ai-ml-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-ml-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure Machine Learning SDK v2 for Python
diff --git a/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md b/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
index 0d12fc5d..344b5f95 100644
--- a/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure OpenAI SDK for .NET. Client library for Azure OpenAI and Open
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure.AI.OpenAI (.NET)
diff --git a/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md b/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
index a69a9e09..ebc75c7b 100644
--- a/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for .NET. High-level client for Azure AI Foun
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure.AI.Projects (.NET)
diff --git a/web-app/public/skills/azure-ai-projects-java/SKILL.md b/web-app/public/skills/azure-ai-projects-java/SKILL.md
index 64abbc5f..5ead1048 100644
--- a/web-app/public/skills/azure-ai-projects-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Projects SDK for Java
diff --git a/web-app/public/skills/azure-ai-projects-py/SKILL.md b/web-app/public/skills/azure-ai-projects-py/SKILL.md
index 79e231a6..13224419 100644
--- a/web-app/public/skills/azure-ai-projects-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-projects-py
-description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
+description: Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Projects Python SDK (Foundry SDK)
diff --git a/web-app/public/skills/azure-ai-projects-ts/SKILL.md b/web-app/public/skills/azure-ai-projects-ts/SKILL.md
index 9b964e1e..aaa98fc2 100644
--- a/web-app/public/skills/azure-ai-projects-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-projects-ts
-description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
+description: Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Projects SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md b/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
index d18fbbab..8728d541 100644
--- a/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Text Analytics SDK for sentiment analysis, entity recognit
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Text Analytics SDK for Python
diff --git a/web-app/public/skills/azure-ai-transcription-py/SKILL.md b/web-app/public/skills/azure-ai-transcription-py/SKILL.md
index 1a2f2f36..e2b51248 100644
--- a/web-app/public/skills/azure-ai-transcription-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-transcription-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Transcription SDK for Python. Use for real-time and batch
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Transcription SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-document-py/SKILL.md b/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
index 5c7bc80a..ef47ee47 100644
--- a/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Document Translation SDK for batch translation of document
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Document Translation SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-text-py/SKILL.md b/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
index 5b2ca054..a0114cea 100644
--- a/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Text Translation SDK for real-time text translation, trans
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Text Translation SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-ts/SKILL.md b/web-app/public/skills/azure-ai-translation-ts/SKILL.md
index 3dfdb883..020008e1 100644
--- a/web-app/public/skills/azure-ai-translation-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-translation-ts
-description: "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
+description: Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Translation SDKs for TypeScript
diff --git a/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md b/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
index 493eab67..8cfddf74 100644
--- a/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-vision-imageanalysis-java
-description: "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
+description: Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Vision Image Analysis SDK for Java
diff --git a/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md b/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
index f3249233..bbadf167 100644
--- a/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Vision Image Analysis SDK for Python
diff --git a/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md b/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
index 399e8d1b..82a1bb5e 100644
--- a/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Voice Live SDK for .NET. Build real-time voice AI applicat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.AI.VoiceLive (.NET)
diff --git a/web-app/public/skills/azure-ai-voicelive-java/SKILL.md b/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
index 3ea263f5..d5c05534 100644
--- a/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conv
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI VoiceLive SDK for Java
diff --git a/web-app/public/skills/azure-ai-voicelive-py/SKILL.md b/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
index fdd5f99c..1b23220e 100644
--- a/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-ai-voicelive-py
-description: "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
+description: Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure AI Voice Live SDK
diff --git a/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md b/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
index 294d27f5..a90ca910 100644
--- a/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/ai-voicelive (JavaScript/TypeScript)
diff --git a/web-app/public/skills/azure-appconfiguration-java/SKILL.md b/web-app/public/skills/azure-appconfiguration-java/SKILL.md
index b1964af0..7f393b2a 100644
--- a/web-app/public/skills/azure-appconfiguration-java/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure App Configuration SDK for Java. Centralized application confi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure App Configuration SDK for Java
diff --git a/web-app/public/skills/azure-appconfiguration-py/SKILL.md b/web-app/public/skills/azure-appconfiguration-py/SKILL.md
index 13243716..a810690e 100644
--- a/web-app/public/skills/azure-appconfiguration-py/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure App Configuration SDK for Python. Use for centralized configu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure App Configuration SDK for Python
diff --git a/web-app/public/skills/azure-appconfiguration-ts/SKILL.md b/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
index 193956ff..de9f25ef 100644
--- a/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-appconfiguration-ts
-description: "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
+description: Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure App Configuration SDK for TypeScript
diff --git a/web-app/public/skills/azure-communication-callautomation-java/SKILL.md b/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
index a115bc5b..258d3e09 100644
--- a/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-callautomation-java
-description: "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
+description: Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Azure Communication Call Automation (Java)
diff --git a/web-app/public/skills/azure-communication-callingserver-java/SKILL.md b/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
index 503e7934..1680c66c 100644
--- a/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-callingserver-java
-description: "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
+description: Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication CallingServer (Java) - DEPRECATED
diff --git a/web-app/public/skills/azure-communication-chat-java/SKILL.md b/web-app/public/skills/azure-communication-chat-java/SKILL.md
index 8dafce5c..e0fb0730 100644
--- a/web-app/public/skills/azure-communication-chat-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-chat-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-chat-java
-description: "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
+description: Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication Chat (Java)
diff --git a/web-app/public/skills/azure-communication-common-java/SKILL.md b/web-app/public/skills/azure-communication-common-java/SKILL.md
index 6810e51a..4bbfe624 100644
--- a/web-app/public/skills/azure-communication-common-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-common-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-common-java
-description: "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
+description: Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication Common (Java)
diff --git a/web-app/public/skills/azure-communication-sms-java/SKILL.md b/web-app/public/skills/azure-communication-sms-java/SKILL.md
index bfe44ba2..5f99fbf2 100644
--- a/web-app/public/skills/azure-communication-sms-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-sms-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-communication-sms-java
-description: "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
+description: Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Communication SMS (Java)
diff --git a/web-app/public/skills/azure-compute-batch-java/SKILL.md b/web-app/public/skills/azure-compute-batch-java/SKILL.md
index 6319c1bd..692ecd95 100644
--- a/web-app/public/skills/azure-compute-batch-java/SKILL.md
+++ b/web-app/public/skills/azure-compute-batch-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Batch SDK for Java. Run large-scale parallel and HPC batch jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Batch SDK for Java
diff --git a/web-app/public/skills/azure-containerregistry-py/SKILL.md b/web-app/public/skills/azure-containerregistry-py/SKILL.md
index a3dc71e7..82b8c2f1 100644
--- a/web-app/public/skills/azure-containerregistry-py/SKILL.md
+++ b/web-app/public/skills/azure-containerregistry-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Container Registry SDK for Python. Use for managing container
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure Container Registry SDK for Python
diff --git a/web-app/public/skills/azure-cosmos-db-py/SKILL.md b/web-app/public/skills/azure-cosmos-db-py/SKILL.md
index d06846da..28e3d0f2 100644
--- a/web-app/public/skills/azure-cosmos-db-py/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-db-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-cosmos-db-py
-description: "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
+description: Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Cosmos DB Service Implementation
diff --git a/web-app/public/skills/azure-cosmos-java/SKILL.md b/web-app/public/skills/azure-cosmos-java/SKILL.md
index 39679f00..49e27750 100644
--- a/web-app/public/skills/azure-cosmos-java/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Java. NoSQL database operations with global
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Java
diff --git a/web-app/public/skills/azure-cosmos-py/SKILL.md b/web-app/public/skills/azure-cosmos-py/SKILL.md
index c386530d..424895f6 100644
--- a/web-app/public/skills/azure-cosmos-py/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Python
diff --git a/web-app/public/skills/azure-cosmos-rust/SKILL.md b/web-app/public/skills/azure-cosmos-rust/SKILL.md
index 53cd68de..781b3464 100644
--- a/web-app/public/skills/azure-cosmos-rust/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, qu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Cosmos DB SDK for Rust
diff --git a/web-app/public/skills/azure-cosmos-ts/SKILL.md b/web-app/public/skills/azure-cosmos-ts/SKILL.md
index b9197c51..e1409440 100644
--- a/web-app/public/skills/azure-cosmos-ts/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/cosmos (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-data-tables-java/SKILL.md b/web-app/public/skills/azure-data-tables-java/SKILL.md
index 5719f071..0ba84dba 100644
--- a/web-app/public/skills/azure-data-tables-java/SKILL.md
+++ b/web-app/public/skills/azure-data-tables-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-data-tables-java
-description: "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
+description: Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Tables SDK for Java
diff --git a/web-app/public/skills/azure-data-tables-py/SKILL.md b/web-app/public/skills/azure-data-tables-py/SKILL.md
index d63c1ebb..27688488 100644
--- a/web-app/public/skills/azure-data-tables-py/SKILL.md
+++ b/web-app/public/skills/azure-data-tables-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Tables SDK for Python
diff --git a/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md b/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
index 2d7c6d10..4dd8203d 100644
--- a/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Grid SDK for .NET. Client library for publishing and co
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.EventGrid (.NET)
diff --git a/web-app/public/skills/azure-eventgrid-java/SKILL.md b/web-app/public/skills/azure-eventgrid-java/SKILL.md
index 31603231..9c596e24 100644
--- a/web-app/public/skills/azure-eventgrid-java/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventgrid-java
-description: "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
+description: Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Grid SDK for Java
diff --git a/web-app/public/skills/azure-eventgrid-py/SKILL.md b/web-app/public/skills/azure-eventgrid-py/SKILL.md
index e18530e0..8a871d75 100644
--- a/web-app/public/skills/azure-eventgrid-py/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Grid SDK for Python. Use for publishing events, handlin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Event Grid SDK for Python
diff --git a/web-app/public/skills/azure-eventhub-dotnet/SKILL.md b/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
index 152e1f9e..d6838412 100644
--- a/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.EventHubs (.NET)
diff --git a/web-app/public/skills/azure-eventhub-java/SKILL.md b/web-app/public/skills/azure-eventhub-java/SKILL.md
index df4a1000..6f264ac6 100644
--- a/web-app/public/skills/azure-eventhub-java/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventhub-java
-description: "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
+description: Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Java
diff --git a/web-app/public/skills/azure-eventhub-py/SKILL.md b/web-app/public/skills/azure-eventhub-py/SKILL.md
index 6536bca7..f3eeb698 100644
--- a/web-app/public/skills/azure-eventhub-py/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for Python streaming. Use for high-throughput
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Python
diff --git a/web-app/public/skills/azure-eventhub-rust/SKILL.md b/web-app/public/skills/azure-eventhub-rust/SKILL.md
index 6b1aad9e..234eb501 100644
--- a/web-app/public/skills/azure-eventhub-rust/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Event Hubs SDK for Rust. Use for sending and receiving events
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Event Hubs SDK for Rust
diff --git a/web-app/public/skills/azure-eventhub-ts/SKILL.md b/web-app/public/skills/azure-eventhub-ts/SKILL.md
index 72c3ae94..01da7dfa 100644
--- a/web-app/public/skills/azure-eventhub-ts/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-eventhub-ts
-description: "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
+description: Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Event Hubs SDK for TypeScript
diff --git a/web-app/public/skills/azure-functions/SKILL.md b/web-app/public/skills/azure-functions/SKILL.md
index 088bf8ee..c3a14dce 100644
--- a/web-app/public/skills/azure-functions/SKILL.md
+++ b/web-app/public/skills/azure-functions/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-functions
-description: "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
+description: Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Functions
diff --git a/web-app/public/skills/azure-identity-dotnet/SKILL.md b/web-app/public/skills/azure-identity-dotnet/SKILL.md
index 3ec6a362..a23296e1 100644
--- a/web-app/public/skills/azure-identity-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-identity-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for .NET. Authentication library for Azure SDK c
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Identity (.NET)
diff --git a/web-app/public/skills/azure-identity-java/SKILL.md b/web-app/public/skills/azure-identity-java/SKILL.md
index 674e369c..91f0e450 100644
--- a/web-app/public/skills/azure-identity-java/SKILL.md
+++ b/web-app/public/skills/azure-identity-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-identity-java
-description: "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
+description: Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity (Java)
diff --git a/web-app/public/skills/azure-identity-py/SKILL.md b/web-app/public/skills/azure-identity-py/SKILL.md
index 9a87217e..db1d92e8 100644
--- a/web-app/public/skills/azure-identity-py/SKILL.md
+++ b/web-app/public/skills/azure-identity-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for Python authentication. Use for DefaultAzureC
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for Python
diff --git a/web-app/public/skills/azure-identity-rust/SKILL.md b/web-app/public/skills/azure-identity-rust/SKILL.md
index 9e578de5..90cd2e4c 100644
--- a/web-app/public/skills/azure-identity-rust/SKILL.md
+++ b/web-app/public/skills/azure-identity-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Identity SDK for Rust authentication. Use for DeveloperToolsC
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for Rust
diff --git a/web-app/public/skills/azure-identity-ts/SKILL.md b/web-app/public/skills/azure-identity-ts/SKILL.md
index 05f7bdad..f0ccc405 100644
--- a/web-app/public/skills/azure-identity-ts/SKILL.md
+++ b/web-app/public/skills/azure-identity-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-identity-ts
-description: "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
+description: Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Identity SDK for TypeScript
diff --git a/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md b/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
index db6abab3..6df61e49 100644
--- a/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault Certificates SDK for Rust. Use for creating, import
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Certificates SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md b/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
index c13ce37b..199797bc 100644
--- a/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
@@ -4,6 +4,7 @@ description: 'Azure Key Vault Keys SDK for Rust. Use for creating, managing, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Keys SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md b/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
index 5d0c1664..cde506b3 100644
--- a/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-keyvault-keys-ts
-description: "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
+description: Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Key Vault Keys SDK for TypeScript
diff --git a/web-app/public/skills/azure-keyvault-py/SKILL.md b/web-app/public/skills/azure-keyvault-py/SKILL.md
index 244b49c8..8ee50ca7 100644
--- a/web-app/public/skills/azure-keyvault-py/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault SDK for Python. Use for secrets, keys, and certific
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Key Vault SDK for Python
diff --git a/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md b/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
index b166aeb9..44d9e87c 100644
--- a/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
@@ -4,6 +4,7 @@ description: 'Azure Key Vault Secrets SDK for Rust. Use for storing and retrievi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Secrets SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md b/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
index dfc8c9a2..9f7ec12c 100644
--- a/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-keyvault-secrets-ts
-description: "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
+description: Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Key Vault Secrets SDK for TypeScript
diff --git a/web-app/public/skills/azure-maps-search-dotnet/SKILL.md b/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
index 826c55c2..9cd8f4ec 100644
--- a/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Maps SDK for .NET. Location-based services including geocodin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Maps (.NET)
diff --git a/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md b/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
index 04337391..74809aef 100644
--- a/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
+++ b/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-messaging-webpubsub-java
-description: "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
+description: Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Web PubSub SDK for Java
diff --git a/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md b/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
index 67857699..58451eef 100644
--- a/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
+++ b/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Web PubSub Service SDK for Python. Use for real-time messagin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Web PubSub Service SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
index 869c0c19..4d1588e0 100644
--- a/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Center SDK for .NET. Centralized API inventory management
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ApiCenter (.NET)
diff --git a/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md b/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
index 5bcbe14d..a72dde51 100644
--- a/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Center Management SDK for Python. Use for managing API in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure API Center Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
index 9c01f057..61207760 100644
--- a/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for API Management in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ApiManagement (.NET)
diff --git a/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md b/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
index 7f2716b8..5eadc21f 100644
--- a/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure API Management SDK for Python. Use for managing APIM services
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure API Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
index 0dd78d10..2750d80b 100644
--- a/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Application Insights SDK for .NET. Application performance mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure.ResourceManager.ApplicationInsights (.NET)
diff --git a/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
index 62656e97..0d971d43 100644
--- a/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Arize AI Observability and Evaluatio
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.ArizeAIObservabilityEval
diff --git a/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
index fb33f723..e19c14f0 100644
--- a/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Bot Service in .NET. Management plan
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.BotService (.NET)
diff --git a/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md b/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
index a47147ae..8dd6d5cd 100644
--- a/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Bot Service Management SDK for Python. Use for creating, mana
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Bot Service Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
index c7f39ae9..7823db80 100644
--- a/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Fabric in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Fabric (.NET)
diff --git a/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md b/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
index bec47a80..b1b89e25 100644
--- a/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Fabric Management SDK for Python. Use for managing Microsoft
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Fabric Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
index b71f2a2d..33319566 100644
--- a/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-mgmt-mongodbatlas-dotnet
-description: "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
+description: Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.MongoDBAtlas SDK
diff --git a/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
index 25846ba9..8bcac731 100644
--- a/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Weights & Biases SDK for .NET. ML experiment tracking and mod
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.WeightsAndBiases (.NET)
diff --git a/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md b/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
index 1c3b084e..8a3d6f0b 100644
--- a/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
+++ b/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-microsoft-playwright-testing-ts
-description: "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
+description: Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Azure Playwright Workspaces SDK for TypeScript
diff --git a/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md b/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
index f73eb980..7492761a 100644
--- a/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Mon
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Java
diff --git a/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md b/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
index 47e4680a..c5264b14 100644
--- a/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Ingestion SDK for Python. Use for sending custom logs
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
index c370ed63..b5c3e82b 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Java
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
index 7a564a69..43e9c34f 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Exporter for Python. Use for low-level
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
index 19349136..77d22e79 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor OpenTelemetry Distro for Python. Use for one-line App
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor OpenTelemetry Distro for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
index 349d536a..41bfa7de 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-monitor-opentelemetry-ts
-description: "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
+description: Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Monitor OpenTelemetry SDK for TypeScript
diff --git a/web-app/public/skills/azure-monitor-query-java/SKILL.md b/web-app/public/skills/azure-monitor-query-java/SKILL.md
index a78569a4..83059d04 100644
--- a/web-app/public/skills/azure-monitor-query-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-query-java/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Query SDK for Java. Execute Kusto queries against Log
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Query SDK for Java
diff --git a/web-app/public/skills/azure-monitor-query-py/SKILL.md b/web-app/public/skills/azure-monitor-query-py/SKILL.md
index a86ba3d2..2da34491 100644
--- a/web-app/public/skills/azure-monitor-query-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-query-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Monitor Query SDK for Python. Use for querying Log Analytics
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Monitor Query SDK for Python
diff --git a/web-app/public/skills/azure-postgres-ts/SKILL.md b/web-app/public/skills/azure-postgres-ts/SKILL.md
index f2eaabf9..530a1342 100644
--- a/web-app/public/skills/azure-postgres-ts/SKILL.md
+++ b/web-app/public/skills/azure-postgres-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Connect to Azure Database for PostgreSQL Flexible Server from Node.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure PostgreSQL for TypeScript (node-postgres)
diff --git a/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
index 095de040..571136f2 100644
--- a/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Cosmos DB in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.CosmosDB (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
index e26f042d..fda9a4c0 100644
--- a/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Durable Task Scheduler in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.DurableTask (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
index ff1cbd25..b4a9276b 100644
--- a/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure MySQL Flexible Server SDK for .NET. Database management for M
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.MySql (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
index 1bf92b18..786c289e 100644
--- a/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Microsoft Playwright Testing in .NET
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Playwright (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
index 68b07ce1..c04a35f1 100644
--- a/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure PostgreSQL Flexible Server SDK for .NET. Database management
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.PostgreSql (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
index 81580f97..5c19465d 100644
--- a/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Redis in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Redis (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
index 40251b30..b4613431 100644
--- a/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Resource Manager SDK for Azure SQL in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.ResourceManager.Sql (.NET)
diff --git a/web-app/public/skills/azure-search-documents-dotnet/SKILL.md b/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
index 5126ac96..46f6a950 100644
--- a/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Search SDK for .NET (Azure.Search.Documents). Use for buil
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure.Search.Documents (.NET)
diff --git a/web-app/public/skills/azure-search-documents-py/SKILL.md b/web-app/public/skills/azure-search-documents-py/SKILL.md
index 7bee4219..c2fe9e89 100644
--- a/web-app/public/skills/azure-search-documents-py/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure AI Search SDK for Python. Use for vector search, hybrid searc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Search SDK for Python
diff --git a/web-app/public/skills/azure-search-documents-ts/SKILL.md b/web-app/public/skills/azure-search-documents-ts/SKILL.md
index 2806eeb3..dc5016ef 100644
--- a/web-app/public/skills/azure-search-documents-ts/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-search-documents-ts
-description: "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
+description: Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Azure AI Search SDK for TypeScript
diff --git a/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md b/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
index e9985bf5..731170b2 100644
--- a/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Key Vault Keys SDK for .NET. Client library for managing cryp
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 # Azure.Security.KeyVault.Keys (.NET)
diff --git a/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md b/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
index 0b464bfd..90402e7e 100644
--- a/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-security-keyvault-keys-java
-description: "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
+description: Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Keys (Java)
diff --git a/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md b/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
index dea86286..8123a007 100644
--- a/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-security-keyvault-secrets-java
-description: "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
+description: Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Key Vault Secrets (Java)
diff --git a/web-app/public/skills/azure-servicebus-dotnet/SKILL.md b/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
index d473ee77..fb3f658e 100644
--- a/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Service Bus SDK for .NET. Enterprise messaging with queues, t
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure.Messaging.ServiceBus (.NET)
diff --git a/web-app/public/skills/azure-servicebus-py/SKILL.md b/web-app/public/skills/azure-servicebus-py/SKILL.md
index 7b48f0fe..7aa6e342 100644
--- a/web-app/public/skills/azure-servicebus-py/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Service Bus SDK for Python messaging. Use for queues, topics,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Service Bus SDK for Python
diff --git a/web-app/public/skills/azure-servicebus-ts/SKILL.md b/web-app/public/skills/azure-servicebus-ts/SKILL.md
index 4146a4c0..1a3b5f6e 100644
--- a/web-app/public/skills/azure-servicebus-ts/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-servicebus-ts
-description: "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
+description: Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Service Bus SDK for TypeScript
diff --git a/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md b/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
index 03e47e7b..38aeb64b 100644
--- a/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
+++ b/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Speech to Text REST API for short audio (Python). Use for sim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Azure Speech to Text REST API for Short Audio
diff --git a/web-app/public/skills/azure-storage-blob-java/SKILL.md b/web-app/public/skills/azure-storage-blob-java/SKILL.md
index f92f7a08..69d5b8b2 100644
--- a/web-app/public/skills/azure-storage-blob-java/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-java/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-storage-blob-java
-description: "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
+description: Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Storage Blob SDK for Java
diff --git a/web-app/public/skills/azure-storage-blob-py/SKILL.md b/web-app/public/skills/azure-storage-blob-py/SKILL.md
index d429601e..a8fc2b02 100644
--- a/web-app/public/skills/azure-storage-blob-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage SDK for Python. Use for uploading, downloading,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Blob Storage SDK for Python
diff --git a/web-app/public/skills/azure-storage-blob-rust/SKILL.md b/web-app/public/skills/azure-storage-blob-rust/SKILL.md
index 0b13f44c..49ab9a0c 100644
--- a/web-app/public/skills/azure-storage-blob-rust/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-rust/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage SDK for Rust. Use for uploading, downloading, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Blob Storage SDK for Rust
diff --git a/web-app/public/skills/azure-storage-blob-ts/SKILL.md b/web-app/public/skills/azure-storage-blob-ts/SKILL.md
index e82de180..35e06949 100644
--- a/web-app/public/skills/azure-storage-blob-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob)
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-blob (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md b/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
index a8b70056..f8b5738d 100644
--- a/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical f
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Data Lake Storage Gen2 SDK for Python
diff --git a/web-app/public/skills/azure-storage-file-share-py/SKILL.md b/web-app/public/skills/azure-storage-file-share-py/SKILL.md
index 924f92d4..b9877652 100644
--- a/web-app/public/skills/azure-storage-file-share-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-share-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Storage File Share SDK for Python. Use for SMB file shares, d
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Storage File Share SDK for Python
diff --git a/web-app/public/skills/azure-storage-file-share-ts/SKILL.md b/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
index 8bb022c7..aaeb5bee 100644
--- a/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-sha
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-file-share (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-storage-queue-py/SKILL.md b/web-app/public/skills/azure-storage-queue-py/SKILL.md
index 98797d61..a1fabadb 100644
--- a/web-app/public/skills/azure-storage-queue-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-queue-py/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Queue Storage SDK for Python. Use for reliable message queuin
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 # Azure Queue Storage SDK for Python
diff --git a/web-app/public/skills/azure-storage-queue-ts/SKILL.md b/web-app/public/skills/azure-storage-queue-ts/SKILL.md
index 8f2cc5be..8f746520 100644
--- a/web-app/public/skills/azure-storage-queue-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-queue-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # @azure/storage-queue (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-web-pubsub-ts/SKILL.md b/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
index 838087b7..f0b4bfbd 100644
--- a/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
+++ b/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: azure-web-pubsub-ts
-description: "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
+description: Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Azure Web PubSub SDKs for TypeScript
diff --git a/web-app/public/skills/backend-architect/SKILL.md b/web-app/public/skills/backend-architect/SKILL.md
index cc333711..33425f45 100644
--- a/web-app/public/skills/backend-architect/SKILL.md
+++ b/web-app/public/skills/backend-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert backend architect specializing in scalable API design, micro
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.
 
diff --git a/web-app/public/skills/backend-dev-guidelines/SKILL.md b/web-app/public/skills/backend-dev-guidelines/SKILL.md
index 65d64557..de98e06b 100644
--- a/web-app/public/skills/backend-dev-guidelines/SKILL.md
+++ b/web-app/public/skills/backend-dev-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backend-dev-guidelines
-description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
+description: Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Backend Development Guidelines
diff --git a/web-app/public/skills/backend-development-feature-development/SKILL.md b/web-app/public/skills/backend-development-feature-development/SKILL.md
index 4b283a68..042e0bc1 100644
--- a/web-app/public/skills/backend-development-feature-development/SKILL.md
+++ b/web-app/public/skills/backend-development-feature-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backend-development-feature-development
-description: "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
+description: Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 Orchestrate end-to-end feature development from requirements to production deployment:
diff --git a/web-app/public/skills/backend-security-coder/SKILL.md b/web-app/public/skills/backend-security-coder/SKILL.md
index a104ed06..5068cf3c 100644
--- a/web-app/public/skills/backend-security-coder/SKILL.md
+++ b/web-app/public/skills/backend-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure backend coding practices specializing in input val
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/backtesting-frameworks/SKILL.md b/web-app/public/skills/backtesting-frameworks/SKILL.md
index ede9d8c8..9e48285f 100644
--- a/web-app/public/skills/backtesting-frameworks/SKILL.md
+++ b/web-app/public/skills/backtesting-frameworks/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: backtesting-frameworks
-description: "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
+description: Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Backtesting Frameworks
diff --git a/web-app/public/skills/bamboohr-automation/SKILL.md b/web-app/public/skills/bamboohr-automation/SKILL.md
index 8246144e..b471be3b 100644
--- a/web-app/public/skills/bamboohr-automation/SKILL.md
+++ b/web-app/public/skills/bamboohr-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bamboohr-automation
-description: "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
+description: 'Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # BambooHR Automation via Rube MCP
diff --git a/web-app/public/skills/basecamp-automation/SKILL.md b/web-app/public/skills/basecamp-automation/SKILL.md
index 85779fb3..f2e5b250 100644
--- a/web-app/public/skills/basecamp-automation/SKILL.md
+++ b/web-app/public/skills/basecamp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: basecamp-automation
-description: "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Basecamp Automation via Rube MCP
diff --git a/web-app/public/skills/bash-defensive-patterns/SKILL.md b/web-app/public/skills/bash-defensive-patterns/SKILL.md
index c6e8a9bc..0d168270 100644
--- a/web-app/public/skills/bash-defensive-patterns/SKILL.md
+++ b/web-app/public/skills/bash-defensive-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bash-defensive-patterns
-description: "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
+description: Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Bash Defensive Patterns
diff --git a/web-app/public/skills/bash-linux/SKILL.md b/web-app/public/skills/bash-linux/SKILL.md
index b2af921b..24a364fc 100644
--- a/web-app/public/skills/bash-linux/SKILL.md
+++ b/web-app/public/skills/bash-linux/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bash-linux
-description: "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
+description: Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Bash Linux Patterns
diff --git a/web-app/public/skills/bash-pro/SKILL.md b/web-app/public/skills/bash-pro/SKILL.md
index eaefa0ad..1ac6bd91 100644
--- a/web-app/public/skills/bash-pro/SKILL.md
+++ b/web-app/public/skills/bash-pro/SKILL.md
@@ -10,6 +10,7 @@ description: 'Master of defensive Bash scripting for production automation, CI/C
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 ## Use this skill when
 
diff --git a/web-app/public/skills/bats-testing-patterns/SKILL.md b/web-app/public/skills/bats-testing-patterns/SKILL.md
index bc1d6177..30f73b47 100644
--- a/web-app/public/skills/bats-testing-patterns/SKILL.md
+++ b/web-app/public/skills/bats-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bats-testing-patterns
-description: "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
+description: Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Bats Testing Patterns
diff --git a/web-app/public/skills/bazel-build-optimization/SKILL.md b/web-app/public/skills/bazel-build-optimization/SKILL.md
index 4961baa5..fb8fea63 100644
--- a/web-app/public/skills/bazel-build-optimization/SKILL.md
+++ b/web-app/public/skills/bazel-build-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bazel-build-optimization
-description: "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
+description: Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Bazel Build Optimization
diff --git a/web-app/public/skills/beautiful-prose/SKILL.md b/web-app/public/skills/beautiful-prose/SKILL.md
index ffa35480..d5709891 100644
--- a/web-app/public/skills/beautiful-prose/SKILL.md
+++ b/web-app/public/skills/beautiful-prose/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: beautiful-prose
-description: "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
+description: Hard-edged writing style contract for timeless, forceful English prose without AI tics
 risk: safe
-source: "https://github.com/SHADOWPR0/beautiful_prose"
-date_added: "2026-02-27"
+source: https://github.com/SHADOWPR0/beautiful_prose
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Beautiful Prose
diff --git a/web-app/public/skills/behavioral-modes/SKILL.md b/web-app/public/skills/behavioral-modes/SKILL.md
index 7fb87018..fecc3188 100644
--- a/web-app/public/skills/behavioral-modes/SKILL.md
+++ b/web-app/public/skills/behavioral-modes/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: behavioral-modes
-description: "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
+description: AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Behavioral Modes - Adaptive AI Operating Modes
diff --git a/web-app/public/skills/bevy-ecs-expert/SKILL.md b/web-app/public/skills/bevy-ecs-expert/SKILL.md
index 857144b7..7afaf985 100644
--- a/web-app/public/skills/bevy-ecs-expert/SKILL.md
+++ b/web-app/public/skills/bevy-ecs-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bevy-ecs-expert
-description: "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
+description: Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Bevy ECS Expert
diff --git a/web-app/public/skills/billing-automation/SKILL.md b/web-app/public/skills/billing-automation/SKILL.md
index 55f18225..7b2aa9c3 100644
--- a/web-app/public/skills/billing-automation/SKILL.md
+++ b/web-app/public/skills/billing-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: billing-automation
-description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
+description: Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Billing Automation
diff --git a/web-app/public/skills/binary-analysis-patterns/SKILL.md b/web-app/public/skills/binary-analysis-patterns/SKILL.md
index 59442cfe..73a7333f 100644
--- a/web-app/public/skills/binary-analysis-patterns/SKILL.md
+++ b/web-app/public/skills/binary-analysis-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: binary-analysis-patterns
-description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
+description: Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Binary Analysis Patterns
diff --git a/web-app/public/skills/bitbucket-automation/SKILL.md b/web-app/public/skills/bitbucket-automation/SKILL.md
index c12d12ce..5e343f88 100644
--- a/web-app/public/skills/bitbucket-automation/SKILL.md
+++ b/web-app/public/skills/bitbucket-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bitbucket-automation
-description: "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Bitbucket Automation via Rube MCP
diff --git a/web-app/public/skills/blockchain-developer/SKILL.md b/web-app/public/skills/blockchain-developer/SKILL.md
index 7370a622..f35f0715 100644
--- a/web-app/public/skills/blockchain-developer/SKILL.md
+++ b/web-app/public/skills/blockchain-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready Web3 applications, smart contracts, and dece
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/blockrun/SKILL.md b/web-app/public/skills/blockrun/SKILL.md
index c551dc2d..33b061a2 100644
--- a/web-app/public/skills/blockrun/SKILL.md
+++ b/web-app/public/skills/blockrun/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: blockrun
-description: "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
+description: Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"da...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # BlockRun
diff --git a/web-app/public/skills/box-automation/SKILL.md b/web-app/public/skills/box-automation/SKILL.md
index d2c2e9e4..959f41e2 100644
--- a/web-app/public/skills/box-automation/SKILL.md
+++ b/web-app/public/skills/box-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: box-automation
-description: "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
+description: Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Box Automation via Rube MCP
diff --git a/web-app/public/skills/brainstorming/SKILL.md b/web-app/public/skills/brainstorming/SKILL.md
index bd966dbd..2d8ba7f4 100644
--- a/web-app/public/skills/brainstorming/SKILL.md
+++ b/web-app/public/skills/brainstorming/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brainstorming
-description: "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
+description: Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Brainstorming Ideas Into Designs
diff --git a/web-app/public/skills/brand-guidelines-anthropic/SKILL.md b/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
index 9a166ffa..36b12c82 100644
--- a/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
+++ b/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brand-guidelines-anthropic
-description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Anthropic Brand Styling
diff --git a/web-app/public/skills/brand-guidelines-community/SKILL.md b/web-app/public/skills/brand-guidelines-community/SKILL.md
index dfea6bf4..646246c4 100644
--- a/web-app/public/skills/brand-guidelines-community/SKILL.md
+++ b/web-app/public/skills/brand-guidelines-community/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brand-guidelines-community
-description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
+description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Anthropic Brand Styling
diff --git a/web-app/public/skills/brevo-automation/SKILL.md b/web-app/public/skills/brevo-automation/SKILL.md
index bf3b8a5c..6dd5e216 100644
--- a/web-app/public/skills/brevo-automation/SKILL.md
+++ b/web-app/public/skills/brevo-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: brevo-automation
-description: "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
+description: 'Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Brevo Automation via Rube MCP
diff --git a/web-app/public/skills/broken-authentication/SKILL.md b/web-app/public/skills/broken-authentication/SKILL.md
index dc301323..2cb16f94 100644
--- a/web-app/public/skills/broken-authentication/SKILL.md
+++ b/web-app/public/skills/broken-authentication/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: broken-authentication
-description: "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
+description: This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Broken Authentication Testing
diff --git a/web-app/public/skills/browser-automation/SKILL.md b/web-app/public/skills/browser-automation/SKILL.md
index 9ff1072f..dbc97464 100644
--- a/web-app/public/skills/browser-automation/SKILL.md
+++ b/web-app/public/skills/browser-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: browser-automation
-description: "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
+description: Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Browser Automation
diff --git a/web-app/public/skills/browser-extension-builder/SKILL.md b/web-app/public/skills/browser-extension-builder/SKILL.md
index 5b8597b4..19e0abb4 100644
--- a/web-app/public/skills/browser-extension-builder/SKILL.md
+++ b/web-app/public/skills/browser-extension-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: browser-extension-builder
-description: "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
+description: Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: content
 ---
 
 # Browser Extension Builder
diff --git a/web-app/public/skills/bullmq-specialist/SKILL.md b/web-app/public/skills/bullmq-specialist/SKILL.md
index 05bda6a2..5e980608 100644
--- a/web-app/public/skills/bullmq-specialist/SKILL.md
+++ b/web-app/public/skills/bullmq-specialist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bullmq-specialist
-description: "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
+description: 'BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # BullMQ Specialist
diff --git a/web-app/public/skills/bun-development/SKILL.md b/web-app/public/skills/bun-development/SKILL.md
index 284159ee..47e4f85e 100644
--- a/web-app/public/skills/bun-development/SKILL.md
+++ b/web-app/public/skills/bun-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: bun-development
-description: "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
+description: Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # ⚡ Bun Development
diff --git a/web-app/public/skills/burp-suite-testing/SKILL.md b/web-app/public/skills/burp-suite-testing/SKILL.md
index 0a6b1dbe..eba73a10 100644
--- a/web-app/public/skills/burp-suite-testing/SKILL.md
+++ b/web-app/public/skills/burp-suite-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: burp-suite-testing
-description: "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
+description: This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Burp Suite Web Application Testing
diff --git a/web-app/public/skills/business-analyst/SKILL.md b/web-app/public/skills/business-analyst/SKILL.md
index 0caf5c9c..e2f6a7d2 100644
--- a/web-app/public/skills/business-analyst/SKILL.md
+++ b/web-app/public/skills/business-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern business analysis with AI-powered analytics, real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md b/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
index d3cb9595..1746676a 100644
--- a/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
+++ b/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: c4-architecture-c4-architecture
-description: "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
+description: Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Architecture Documentation Workflow
diff --git a/web-app/public/skills/c4-code/SKILL.md b/web-app/public/skills/c4-code/SKILL.md
index 0d486efd..bfdc8eeb 100644
--- a/web-app/public/skills/c4-code/SKILL.md
+++ b/web-app/public/skills/c4-code/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Code-level documentation specialist. Analyzes code direct
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Code Level: [Directory Name]
diff --git a/web-app/public/skills/c4-component/SKILL.md b/web-app/public/skills/c4-component/SKILL.md
index 8cd0aef8..47ddeab4 100644
--- a/web-app/public/skills/c4-component/SKILL.md
+++ b/web-app/public/skills/c4-component/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Component-level documentation specialist. Synthesizes C4
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # C4 Component Level: [Component Name]
diff --git a/web-app/public/skills/c4-container/SKILL.md b/web-app/public/skills/c4-container/SKILL.md
index b8d22c44..bca34848 100644
--- a/web-app/public/skills/c4-container/SKILL.md
+++ b/web-app/public/skills/c4-container/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Container-level documentation specialist.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # C4 Container Level: System Deployment
diff --git a/web-app/public/skills/c4-context/SKILL.md b/web-app/public/skills/c4-context/SKILL.md
index 7b2e753e..238ce792 100644
--- a/web-app/public/skills/c4-context/SKILL.md
+++ b/web-app/public/skills/c4-context/SKILL.md
@@ -4,6 +4,7 @@ description: Expert C4 Context-level documentation specialist. Creates high-leve
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # C4 Context Level: System Context
diff --git a/web-app/public/skills/cal-com-automation/SKILL.md b/web-app/public/skills/cal-com-automation/SKILL.md
index 26c21037..3636ff5e 100644
--- a/web-app/public/skills/cal-com-automation/SKILL.md
+++ b/web-app/public/skills/cal-com-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cal-com-automation
-description: "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
+description: 'Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Cal.com Automation via Rube MCP
diff --git a/web-app/public/skills/calendly-automation/SKILL.md b/web-app/public/skills/calendly-automation/SKILL.md
index eb788f08..cd498184 100644
--- a/web-app/public/skills/calendly-automation/SKILL.md
+++ b/web-app/public/skills/calendly-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: calendly-automation
-description: "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Calendly Automation via Rube MCP
diff --git a/web-app/public/skills/canva-automation/SKILL.md b/web-app/public/skills/canva-automation/SKILL.md
index f4221687..b395c530 100644
--- a/web-app/public/skills/canva-automation/SKILL.md
+++ b/web-app/public/skills/canva-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: canva-automation
-description: "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
+description: 'Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Canva Automation via Rube MCP
diff --git a/web-app/public/skills/canvas-design/SKILL.md b/web-app/public/skills/canvas-design/SKILL.md
index 0cd897dd..5c102a3f 100644
--- a/web-app/public/skills/canvas-design/SKILL.md
+++ b/web-app/public/skills/canvas-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: canvas-design
-description: "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
+description: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files.
diff --git a/web-app/public/skills/carrier-relationship-management/SKILL.md b/web-app/public/skills/carrier-relationship-management/SKILL.md
index 37baed65..6f213e1f 100644
--- a/web-app/public/skills/carrier-relationship-management/SKILL.md
+++ b/web-app/public/skills/carrier-relationship-management/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for managing carrier portfolios, negotiating fre
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/cc-skill-backend-patterns/SKILL.md b/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
index eaa64465..50aa2c14 100644
--- a/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
+++ b/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-backend-patterns
-description: "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
+description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Backend Development Patterns
diff --git a/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md b/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
index 6db65e17..ce1b11a1 100644
--- a/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
+++ b/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-clickhouse-io
-description: "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
+description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # ClickHouse Analytics Patterns
diff --git a/web-app/public/skills/cc-skill-coding-standards/SKILL.md b/web-app/public/skills/cc-skill-coding-standards/SKILL.md
index 3dc87bcd..857d6001 100644
--- a/web-app/public/skills/cc-skill-coding-standards/SKILL.md
+++ b/web-app/public/skills/cc-skill-coding-standards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-coding-standards
-description: "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
+description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Coding Standards & Best Practices
diff --git a/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md b/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
index 58d5e6e3..f42e0c6e 100644
--- a/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
+++ b/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-frontend-patterns
-description: "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
+description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Development Patterns
diff --git a/web-app/public/skills/cc-skill-security-review/SKILL.md b/web-app/public/skills/cc-skill-security-review/SKILL.md
index e006d044..a1aedaa3 100644
--- a/web-app/public/skills/cc-skill-security-review/SKILL.md
+++ b/web-app/public/skills/cc-skill-security-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cc-skill-security-review
-description: "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
+description: Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Security Review Skill
diff --git a/web-app/public/skills/cdk-patterns/SKILL.md b/web-app/public/skills/cdk-patterns/SKILL.md
index 7fd78023..e364aa38 100644
--- a/web-app/public/skills/cdk-patterns/SKILL.md
+++ b/web-app/public/skills/cdk-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cdk-patterns
-description: "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
+description: Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 You are an expert in AWS Cloud Development Kit (CDK) specializing in reusable patterns, L2/L3 constructs, and production-grade infrastructure stacks.
 
diff --git a/web-app/public/skills/changelog-automation/SKILL.md b/web-app/public/skills/changelog-automation/SKILL.md
index 852a157e..3726543b 100644
--- a/web-app/public/skills/changelog-automation/SKILL.md
+++ b/web-app/public/skills/changelog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: changelog-automation
-description: "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
+description: Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Changelog Automation
diff --git a/web-app/public/skills/chrome-extension-developer/SKILL.md b/web-app/public/skills/chrome-extension-developer/SKILL.md
index 647abce5..18a21cdf 100644
--- a/web-app/public/skills/chrome-extension-developer/SKILL.md
+++ b/web-app/public/skills/chrome-extension-developer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: chrome-extension-developer
-description: "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
+description: Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 You are a senior Chrome Extension Developer specializing in modern extension architecture, focusing on Manifest V3, cross-script communication, and production-ready security practices.
diff --git a/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md b/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
index b8d36f3c..0e6fae13 100644
--- a/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
+++ b/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cicd-automation-workflow-automate
-description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
+description: You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Automation
diff --git a/web-app/public/skills/circleci-automation/SKILL.md b/web-app/public/skills/circleci-automation/SKILL.md
index 60db9b5f..1d9ccc99 100644
--- a/web-app/public/skills/circleci-automation/SKILL.md
+++ b/web-app/public/skills/circleci-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: circleci-automation
-description: "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
+description: 'Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # CircleCI Automation via Rube MCP
diff --git a/web-app/public/skills/clarity-gate/SKILL.md b/web-app/public/skills/clarity-gate/SKILL.md
index 409f5c62..f6c755cc 100644
--- a/web-app/public/skills/clarity-gate/SKILL.md
+++ b/web-app/public/skills/clarity-gate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clarity-gate
-description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
+description: Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
 risk: safe
-source: "https://github.com/frmoretto/clarity-gate"
-date_added: "2026-02-27"
+source: https://github.com/frmoretto/clarity-gate
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Clarity Gate
diff --git a/web-app/public/skills/claude-ally-health/SKILL.md b/web-app/public/skills/claude-ally-health/SKILL.md
index 67341c8e..d43e3ecc 100644
--- a/web-app/public/skills/claude-ally-health/SKILL.md
+++ b/web-app/public/skills/claude-ally-health/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: claude-ally-health
-description: "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
+description: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
 risk: safe
-source: "https://github.com/huifer/Claude-Ally-Health"
-date_added: "2026-02-27"
+source: https://github.com/huifer/Claude-Ally-Health
+date_added: '2026-02-27'
+category: database
 ---
 
 # Claude Ally Health
diff --git a/web-app/public/skills/claude-d3js-skill/SKILL.md b/web-app/public/skills/claude-d3js-skill/SKILL.md
index 592a2662..54fafd92 100644
--- a/web-app/public/skills/claude-d3js-skill/SKILL.md
+++ b/web-app/public/skills/claude-d3js-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: claude-d3js-skill
-description: "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
+description: Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # D3.js Visualisation
diff --git a/web-app/public/skills/clean-code/SKILL.md b/web-app/public/skills/clean-code/SKILL.md
index 76328acd..1c9aef36 100644
--- a/web-app/public/skills/clean-code/SKILL.md
+++ b/web-app/public/skills/clean-code/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clean-code
-description: "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
+description: Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
 risk: safe
-source: "ClawForge (https://github.com/jackjin1997/ClawForge)"
-date_added: "2026-02-27"
+source: ClawForge (https://github.com/jackjin1997/ClawForge)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Clean Code Skill
diff --git a/web-app/public/skills/clerk-auth/SKILL.md b/web-app/public/skills/clerk-auth/SKILL.md
index d3a8f84f..39423c7d 100644
--- a/web-app/public/skills/clerk-auth/SKILL.md
+++ b/web-app/public/skills/clerk-auth/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clerk-auth
-description: "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
+description: 'Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Clerk Authentication
diff --git a/web-app/public/skills/clickup-automation/SKILL.md b/web-app/public/skills/clickup-automation/SKILL.md
index e5ea0fca..d9765ae6 100644
--- a/web-app/public/skills/clickup-automation/SKILL.md
+++ b/web-app/public/skills/clickup-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: clickup-automation
-description: "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ClickUp Automation via Rube MCP
diff --git a/web-app/public/skills/close-automation/SKILL.md b/web-app/public/skills/close-automation/SKILL.md
index dd240081..35f01022 100644
--- a/web-app/public/skills/close-automation/SKILL.md
+++ b/web-app/public/skills/close-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: close-automation
-description: "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
+description: 'Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Close CRM Automation via Rube MCP
diff --git a/web-app/public/skills/cloud-architect/SKILL.md b/web-app/public/skills/cloud-architect/SKILL.md
index 98df8d29..ac32a0d9 100644
--- a/web-app/public/skills/cloud-architect/SKILL.md
+++ b/web-app/public/skills/cloud-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert cloud architect specializing in AWS/Azure/GCP multi-cloud in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/cloud-penetration-testing/SKILL.md b/web-app/public/skills/cloud-penetration-testing/SKILL.md
index 8f278113..e766acc2 100644
--- a/web-app/public/skills/cloud-penetration-testing/SKILL.md
+++ b/web-app/public/skills/cloud-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloud-penetration-testing
-description: "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
+description: This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfiguratio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Cloud Penetration Testing
diff --git a/web-app/public/skills/cloudflare-workers-expert/SKILL.md b/web-app/public/skills/cloudflare-workers-expert/SKILL.md
index 653428be..24d97691 100644
--- a/web-app/public/skills/cloudflare-workers-expert/SKILL.md
+++ b/web-app/public/skills/cloudflare-workers-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloudflare-workers-expert
-description: "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
+description: Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 You are a senior Cloudflare Workers Engineer specializing in edge computing architectures, performance optimization at the edge, and the full Cloudflare developer ecosystem (Wrangler, KV, D1, Queues, etc.).
diff --git a/web-app/public/skills/cloudformation-best-practices/SKILL.md b/web-app/public/skills/cloudformation-best-practices/SKILL.md
index 4bbd8f19..01aa4a93 100644
--- a/web-app/public/skills/cloudformation-best-practices/SKILL.md
+++ b/web-app/public/skills/cloudformation-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cloudformation-best-practices
-description: "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
+description: CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 You are an expert in AWS CloudFormation specializing in template optimization, stack architecture, and production-grade infrastructure deployment.
 
diff --git a/web-app/public/skills/coda-automation/SKILL.md b/web-app/public/skills/coda-automation/SKILL.md
index 1acbf8c8..9c468ab4 100644
--- a/web-app/public/skills/coda-automation/SKILL.md
+++ b/web-app/public/skills/coda-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: coda-automation
-description: "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
+description: 'Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Coda Automation via Rube MCP
diff --git a/web-app/public/skills/code-documentation-code-explain/SKILL.md b/web-app/public/skills/code-documentation-code-explain/SKILL.md
index c29afa94..80155eff 100644
--- a/web-app/public/skills/code-documentation-code-explain/SKILL.md
+++ b/web-app/public/skills/code-documentation-code-explain/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-documentation-code-explain
-description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
+description: You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Code Explanation and Analysis
diff --git a/web-app/public/skills/code-documentation-doc-generate/SKILL.md b/web-app/public/skills/code-documentation-doc-generate/SKILL.md
index ca5c4915..4244a76a 100644
--- a/web-app/public/skills/code-documentation-doc-generate/SKILL.md
+++ b/web-app/public/skills/code-documentation-doc-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-documentation-doc-generate
-description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Automated Documentation Generation
diff --git a/web-app/public/skills/code-refactoring-context-restore/SKILL.md b/web-app/public/skills/code-refactoring-context-restore/SKILL.md
index 5f620c05..d4a6f436 100644
--- a/web-app/public/skills/code-refactoring-context-restore/SKILL.md
+++ b/web-app/public/skills/code-refactoring-context-restore/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-refactoring-context-restore
-description: "Use when working with code refactoring context restore"
+description: Use when working with code refactoring context restore
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/web-app/public/skills/code-review-ai-ai-review/SKILL.md b/web-app/public/skills/code-review-ai-ai-review/SKILL.md
index 6f92e910..9d27bb8c 100644
--- a/web-app/public/skills/code-review-ai-ai-review/SKILL.md
+++ b/web-app/public/skills/code-review-ai-ai-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-ai-ai-review
-description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/web-app/public/skills/code-review-checklist/SKILL.md b/web-app/public/skills/code-review-checklist/SKILL.md
index 58fece5c..7fb1ab51 100644
--- a/web-app/public/skills/code-review-checklist/SKILL.md
+++ b/web-app/public/skills/code-review-checklist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-checklist
-description: "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
+description: Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Code Review Checklist
diff --git a/web-app/public/skills/code-review-excellence/SKILL.md b/web-app/public/skills/code-review-excellence/SKILL.md
index ff6d7b41..16e4c61c 100644
--- a/web-app/public/skills/code-review-excellence/SKILL.md
+++ b/web-app/public/skills/code-review-excellence/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-review-excellence
-description: "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
+description: Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Code Review Excellence
diff --git a/web-app/public/skills/code-reviewer/SKILL.md b/web-app/public/skills/code-reviewer/SKILL.md
index 268d8c43..270efdf6 100644
--- a/web-app/public/skills/code-reviewer/SKILL.md
+++ b/web-app/public/skills/code-reviewer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: code-reviewer
-description: "Elite code review expert specializing in modern AI-powered code"
+description: Elite code review expert specializing in modern AI-powered code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md b/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
index 129711a6..c7d3b607 100644
--- a/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
+++ b/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: codebase-cleanup-deps-audit
-description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/web-app/public/skills/codex-review/SKILL.md b/web-app/public/skills/codex-review/SKILL.md
index 01e9b21c..82013d19 100644
--- a/web-app/public/skills/codex-review/SKILL.md
+++ b/web-app/public/skills/codex-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: codex-review
-description: "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
+description: Professional code review with auto CHANGELOG generation, integrated with Codex AI
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # codex-review
diff --git a/web-app/public/skills/commit/SKILL.md b/web-app/public/skills/commit/SKILL.md
index d0b5d1fd..248b8155 100644
--- a/web-app/public/skills/commit/SKILL.md
+++ b/web-app/public/skills/commit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: commit
-description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
+description: Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Sentry Commit Messages
diff --git a/web-app/public/skills/competitive-landscape/SKILL.md b/web-app/public/skills/competitive-landscape/SKILL.md
index 0969250b..fb73bdd6 100644
--- a/web-app/public/skills/competitive-landscape/SKILL.md
+++ b/web-app/public/skills/competitive-landscape/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"analyze competi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Competitive Landscape Analysis
diff --git a/web-app/public/skills/competitor-alternatives/SKILL.md b/web-app/public/skills/competitor-alternatives/SKILL.md
index e7544197..97bfe303 100644
--- a/web-app/public/skills/competitor-alternatives/SKILL.md
+++ b/web-app/public/skills/competitor-alternatives/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: competitor-alternatives
-description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
+description: When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Competitor & Alternative Pages
diff --git a/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md b/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
index f0b65af0..30b2692e 100644
--- a/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
+++ b/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: comprehensive-review-pr-enhance
-description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
+description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Pull Request Enhancement
diff --git a/web-app/public/skills/computer-use-agents/SKILL.md b/web-app/public/skills/computer-use-agents/SKILL.md
index 4e46309b..377aa89f 100644
--- a/web-app/public/skills/computer-use-agents/SKILL.md
+++ b/web-app/public/skills/computer-use-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: computer-use-agents
-description: "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
+description: Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Computer Use Agents
diff --git a/web-app/public/skills/computer-vision-expert/SKILL.md b/web-app/public/skills/computer-vision-expert/SKILL.md
index 6d69f63f..69fef195 100644
--- a/web-app/public/skills/computer-vision-expert/SKILL.md
+++ b/web-app/public/skills/computer-vision-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: computer-vision-expert
-description: "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
+description: SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Computer Vision Expert (SOTA 2026)
diff --git a/web-app/public/skills/conductor-implement/SKILL.md b/web-app/public/skills/conductor-implement/SKILL.md
index b5d4adb6..5d09acd0 100644
--- a/web-app/public/skills/conductor-implement/SKILL.md
+++ b/web-app/public/skills/conductor-implement/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-implement
-description: "Execute tasks from a track's implementation plan following TDD workflow"
+description: Execute tasks from a track's implementation plan following TDD workflow
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Implement Track
diff --git a/web-app/public/skills/conductor-manage/SKILL.md b/web-app/public/skills/conductor-manage/SKILL.md
index d85f3242..18f75d6a 100644
--- a/web-app/public/skills/conductor-manage/SKILL.md
+++ b/web-app/public/skills/conductor-manage/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-manage
-description: "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
+description: 'Manage track lifecycle: archive, restore, delete, rename, and cleanup'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Track Manager
diff --git a/web-app/public/skills/conductor-revert/SKILL.md b/web-app/public/skills/conductor-revert/SKILL.md
index 0be6334f..87c2455c 100644
--- a/web-app/public/skills/conductor-revert/SKILL.md
+++ b/web-app/public/skills/conductor-revert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conductor-revert
-description: "Git-aware undo by logical work unit (track, phase, or task)"
+description: Git-aware undo by logical work unit (track, phase, or task)
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Revert Track
diff --git a/web-app/public/skills/conductor-setup/SKILL.md b/web-app/public/skills/conductor-setup/SKILL.md
index c97e80ea..3714caaa 100644
--- a/web-app/public/skills/conductor-setup/SKILL.md
+++ b/web-app/public/skills/conductor-setup/SKILL.md
@@ -8,6 +8,7 @@ description: 'Initialize project with Conductor artifacts (product definition,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 # Conductor Setup
diff --git a/web-app/public/skills/confluence-automation/SKILL.md b/web-app/public/skills/confluence-automation/SKILL.md
index bbbd2158..ebce2357 100644
--- a/web-app/public/skills/confluence-automation/SKILL.md
+++ b/web-app/public/skills/confluence-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: confluence-automation
-description: "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Confluence Automation via Rube MCP
diff --git a/web-app/public/skills/content-marketer/SKILL.md b/web-app/public/skills/content-marketer/SKILL.md
index cb0efd27..9a9ccf2d 100644
--- a/web-app/public/skills/content-marketer/SKILL.md
+++ b/web-app/public/skills/content-marketer/SKILL.md
@@ -4,6 +4,7 @@ description: Elite content marketing strategist specializing in AI-powered conte
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/context-compression/SKILL.md b/web-app/public/skills/context-compression/SKILL.md
index 1abdeadc..51b3d47d 100644
--- a/web-app/public/skills/context-compression/SKILL.md
+++ b/web-app/public/skills/context-compression/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-compression
-description: "Design and evaluate compression strategies for long-running sessions"
+description: Design and evaluate compression strategies for long-running sessions
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression
+date_added: '2026-02-27'
+category: backend
 ---
 # Context Compression Strategies
 
diff --git a/web-app/public/skills/context-degradation/SKILL.md b/web-app/public/skills/context-degradation/SKILL.md
index 8964bb35..7299d6a5 100644
--- a/web-app/public/skills/context-degradation/SKILL.md
+++ b/web-app/public/skills/context-degradation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-degradation
-description: "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
+description: 'Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash'
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/context-driven-development/SKILL.md b/web-app/public/skills/context-driven-development/SKILL.md
index 8dcedecb..b0e0bf57 100644
--- a/web-app/public/skills/context-driven-development/SKILL.md
+++ b/web-app/public/skills/context-driven-development/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when working with Conductor's context-driven develop
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # Context-Driven Development
diff --git a/web-app/public/skills/context-management-context-restore/SKILL.md b/web-app/public/skills/context-management-context-restore/SKILL.md
index e32d6079..b1cd895d 100644
--- a/web-app/public/skills/context-management-context-restore/SKILL.md
+++ b/web-app/public/skills/context-management-context-restore/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-management-context-restore
-description: "Use when working with context management context restore"
+description: Use when working with context management context restore
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/web-app/public/skills/context-manager/SKILL.md b/web-app/public/skills/context-manager/SKILL.md
index e44ec512..5459f6e8 100644
--- a/web-app/public/skills/context-manager/SKILL.md
+++ b/web-app/public/skills/context-manager/SKILL.md
@@ -4,6 +4,7 @@ description: Elite AI context engineering specialist mastering dynamic context m
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/context-optimization/SKILL.md b/web-app/public/skills/context-optimization/SKILL.md
index babb82b7..79b572bd 100644
--- a/web-app/public/skills/context-optimization/SKILL.md
+++ b/web-app/public/skills/context-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-optimization
-description: "Apply compaction, masking, and caching strategies"
+description: Apply compaction, masking, and caching strategies
 risk: safe
-source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization"
-date_added: "2026-02-27"
+source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization
+date_added: '2026-02-27'
+category: mobile
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/context-window-management/SKILL.md b/web-app/public/skills/context-window-management/SKILL.md
index 09c6ee35..53445f02 100644
--- a/web-app/public/skills/context-window-management/SKILL.md
+++ b/web-app/public/skills/context-window-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context-window-management
-description: "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
+description: 'Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Context Window Management
diff --git a/web-app/public/skills/context7-auto-research/SKILL.md b/web-app/public/skills/context7-auto-research/SKILL.md
index 11f8c1aa..75d3f764 100644
--- a/web-app/public/skills/context7-auto-research/SKILL.md
+++ b/web-app/public/skills/context7-auto-research/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: context7-auto-research
-description: "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
+description: Automatically fetch latest library/framework documentation for Claude Code via Context7 API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # context7-auto-research
diff --git a/web-app/public/skills/conversation-memory/SKILL.md b/web-app/public/skills/conversation-memory/SKILL.md
index 3a57f20b..8cad4305 100644
--- a/web-app/public/skills/conversation-memory/SKILL.md
+++ b/web-app/public/skills/conversation-memory/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: conversation-memory
-description: "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
+description: 'Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Conversation Memory
diff --git a/web-app/public/skills/convertkit-automation/SKILL.md b/web-app/public/skills/convertkit-automation/SKILL.md
index cba76c93..74d91f27 100644
--- a/web-app/public/skills/convertkit-automation/SKILL.md
+++ b/web-app/public/skills/convertkit-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: convertkit-automation
-description: "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
+description: 'Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # ConvertKit (Kit) Automation via Rube MCP
diff --git a/web-app/public/skills/convex/SKILL.md b/web-app/public/skills/convex/SKILL.md
index 3a125dca..510008c8 100644
--- a/web-app/public/skills/convex/SKILL.md
+++ b/web-app/public/skills/convex/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: convex
-description: "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
+description: 'Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.'
 risk: safe
-source: "https://docs.convex.dev"
-date_added: "2026-02-27"
+source: https://docs.convex.dev
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Convex
diff --git a/web-app/public/skills/copilot-sdk/SKILL.md b/web-app/public/skills/copilot-sdk/SKILL.md
index 0b954b53..0d9599de 100644
--- a/web-app/public/skills/copilot-sdk/SKILL.md
+++ b/web-app/public/skills/copilot-sdk/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: copilot-sdk
-description: "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
+description: Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # GitHub Copilot SDK
diff --git a/web-app/public/skills/copywriting/SKILL.md b/web-app/public/skills/copywriting/SKILL.md
index 3de2064a..9d258c8e 100644
--- a/web-app/public/skills/copywriting/SKILL.md
+++ b/web-app/public/skills/copywriting/SKILL.md
@@ -3,7 +3,8 @@ name: copywriting
 description: Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Copywriting
diff --git a/web-app/public/skills/core-components/SKILL.md b/web-app/public/skills/core-components/SKILL.md
index 44064ed2..ca9273f0 100644
--- a/web-app/public/skills/core-components/SKILL.md
+++ b/web-app/public/skills/core-components/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: core-components
-description: "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
+description: Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Core Components
diff --git a/web-app/public/skills/cost-optimization/SKILL.md b/web-app/public/skills/cost-optimization/SKILL.md
index 396eed0e..ce967248 100644
--- a/web-app/public/skills/cost-optimization/SKILL.md
+++ b/web-app/public/skills/cost-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cost-optimization
-description: "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
+description: Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Cloud Cost Optimization
diff --git a/web-app/public/skills/cpp-pro/SKILL.md b/web-app/public/skills/cpp-pro/SKILL.md
index ae44cdc7..af8da211 100644
--- a/web-app/public/skills/cpp-pro/SKILL.md
+++ b/web-app/public/skills/cpp-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic C++ code with modern features, RAII, smart pointers
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/cqrs-implementation/SKILL.md b/web-app/public/skills/cqrs-implementation/SKILL.md
index 528fd67c..1d1d3c53 100644
--- a/web-app/public/skills/cqrs-implementation/SKILL.md
+++ b/web-app/public/skills/cqrs-implementation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: cqrs-implementation
-description: "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
+description: Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # CQRS Implementation
diff --git a/web-app/public/skills/create-pr/SKILL.md b/web-app/public/skills/create-pr/SKILL.md
index 0f8d23b9..0cd852de 100644
--- a/web-app/public/skills/create-pr/SKILL.md
+++ b/web-app/public/skills/create-pr/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: create-pr
-description: "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
+description: Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr
+date_added: '2026-02-27'
+category: content
 ---
 
 # Create Pull Request
diff --git a/web-app/public/skills/crewai/SKILL.md b/web-app/public/skills/crewai/SKILL.md
index 47add585..1327d0d2 100644
--- a/web-app/public/skills/crewai/SKILL.md
+++ b/web-app/public/skills/crewai/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: crewai
-description: "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
+description: Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: devops
 ---
 
 # CrewAI
diff --git a/web-app/public/skills/crypto-bd-agent/SKILL.md b/web-app/public/skills/crypto-bd-agent/SKILL.md
index 9444f92c..724cb1f8 100644
--- a/web-app/public/skills/crypto-bd-agent/SKILL.md
+++ b/web-app/public/skills/crypto-bd-agent/SKILL.md
@@ -5,6 +5,7 @@ risk: safe
 source: community
 tags: null
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Crypto BD Agent — Autonomous Business Development for Exchanges
diff --git a/web-app/public/skills/csharp-pro/SKILL.md b/web-app/public/skills/csharp-pro/SKILL.md
index b9c18c70..8bc41f20 100644
--- a/web-app/public/skills/csharp-pro/SKILL.md
+++ b/web-app/public/skills/csharp-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write modern C# code with advanced features like records, pattern m
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/culture-index/SKILL.md b/web-app/public/skills/culture-index/SKILL.md
index 7240dd50..080680fa 100644
--- a/web-app/public/skills/culture-index/SKILL.md
+++ b/web-app/public/skills/culture-index/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: culture-index
-description: "Index and search culture documentation"
+description: Index and search culture documentation
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/culture-index"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/culture-index
+date_added: '2026-02-27'
+category: database
 ---
 
 # Culture Index
diff --git a/web-app/public/skills/customer-support/SKILL.md b/web-app/public/skills/customer-support/SKILL.md
index b4ae5ef4..f8d1dbcf 100644
--- a/web-app/public/skills/customer-support/SKILL.md
+++ b/web-app/public/skills/customer-support/SKILL.md
@@ -4,6 +4,7 @@ description: Elite AI-powered customer support specialist mastering conversation
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/customs-trade-compliance/SKILL.md b/web-app/public/skills/customs-trade-compliance/SKILL.md
index 6f975284..ac7104f8 100644
--- a/web-app/public/skills/customs-trade-compliance/SKILL.md
+++ b/web-app/public/skills/customs-trade-compliance/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for customs documentation, tariff classification
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/daily-news-report/SKILL.md b/web-app/public/skills/daily-news-report/SKILL.md
index 6874ea95..dacf18c5 100644
--- a/web-app/public/skills/daily-news-report/SKILL.md
+++ b/web-app/public/skills/daily-news-report/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: daily-news-report
-description: "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
+description: Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Daily News Report v3.0
diff --git a/web-app/public/skills/data-engineer/SKILL.md b/web-app/public/skills/data-engineer/SKILL.md
index 1d5fc174..0406d28c 100644
--- a/web-app/public/skills/data-engineer/SKILL.md
+++ b/web-app/public/skills/data-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build scalable data pipelines, modern data warehouses, and real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
 
diff --git a/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md b/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
index 47d3d828..32a3eb25 100644
--- a/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
+++ b/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-engineering-data-driven-feature
-description: "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
+description: Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Data-Driven Feature Development
diff --git a/web-app/public/skills/data-engineering-data-pipeline/SKILL.md b/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
index b4282db7..69bc2ffe 100644
--- a/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
+++ b/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-engineering-data-pipeline
-description: "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
+description: You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Pipeline Architecture
diff --git a/web-app/public/skills/data-quality-frameworks/SKILL.md b/web-app/public/skills/data-quality-frameworks/SKILL.md
index b60306b6..b391c3c3 100644
--- a/web-app/public/skills/data-quality-frameworks/SKILL.md
+++ b/web-app/public/skills/data-quality-frameworks/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-quality-frameworks
-description: "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
+description: Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Quality Frameworks
diff --git a/web-app/public/skills/data-scientist/SKILL.md b/web-app/public/skills/data-scientist/SKILL.md
index 81a706a9..067486eb 100644
--- a/web-app/public/skills/data-scientist/SKILL.md
+++ b/web-app/public/skills/data-scientist/SKILL.md
@@ -4,6 +4,7 @@ description: Expert data scientist for advanced analytics, machine learning, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/data-storytelling/SKILL.md b/web-app/public/skills/data-storytelling/SKILL.md
index ba6a5131..fc1a2deb 100644
--- a/web-app/public/skills/data-storytelling/SKILL.md
+++ b/web-app/public/skills/data-storytelling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-storytelling
-description: "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
+description: Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Storytelling
diff --git a/web-app/public/skills/data-structure-protocol/SKILL.md b/web-app/public/skills/data-structure-protocol/SKILL.md
index f4998acb..6a35e6c9 100644
--- a/web-app/public/skills/data-structure-protocol/SKILL.md
+++ b/web-app/public/skills/data-structure-protocol/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: data-structure-protocol
-description: "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
+description: Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
 risk: safe
-source: "https://github.com/k-kolomeitsev/data-structure-protocol"
-date_added: "2026-02-27"
+source: https://github.com/k-kolomeitsev/data-structure-protocol
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Data Structure Protocol (DSP)
diff --git a/web-app/public/skills/database-admin/SKILL.md b/web-app/public/skills/database-admin/SKILL.md
index 07060302..e3f52606 100644
--- a/web-app/public/skills/database-admin/SKILL.md
+++ b/web-app/public/skills/database-admin/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database administrator specializing in modern cloud database
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/database-architect/SKILL.md b/web-app/public/skills/database-architect/SKILL.md
index 3a468ef6..b5e5cada 100644
--- a/web-app/public/skills/database-architect/SKILL.md
+++ b/web-app/public/skills/database-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database architect specializing in data layer design from sc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.
 
diff --git a/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md b/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
index 0e835702..59f9f661 100644
--- a/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
+++ b/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-cloud-optimization-cost-optimize
-description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
+description: You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Cloud Cost Optimization
diff --git a/web-app/public/skills/database-design/SKILL.md b/web-app/public/skills/database-design/SKILL.md
index 5b061c7e..a1d5698c 100644
--- a/web-app/public/skills/database-design/SKILL.md
+++ b/web-app/public/skills/database-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-design
-description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
+description: Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Database Design
diff --git a/web-app/public/skills/database-migration/SKILL.md b/web-app/public/skills/database-migration/SKILL.md
index 88f20e49..e73fa232 100644
--- a/web-app/public/skills/database-migration/SKILL.md
+++ b/web-app/public/skills/database-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-migration
-description: "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
+description: Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Database Migration
diff --git a/web-app/public/skills/database-migrations-migration-observability/SKILL.md b/web-app/public/skills/database-migrations-migration-observability/SKILL.md
index 0a289e1c..35089fa7 100644
--- a/web-app/public/skills/database-migrations-migration-observability/SKILL.md
+++ b/web-app/public/skills/database-migrations-migration-observability/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: database-migrations-migration-observability
-description: "Migration monitoring, CDC, and observability infrastructure"
+description: Migration monitoring, CDC, and observability infrastructure
 risk: unknown
 source: community
-tags: "database, cdc, debezium, kafka, prometheus, grafana, monitoring"
-date_added: "2026-02-27"
+tags: database, cdc, debezium, kafka, prometheus, grafana, monitoring
+date_added: '2026-02-27'
+category: database
 ---
 
 # Migration Observability and Real-time Monitoring
diff --git a/web-app/public/skills/database-migrations-sql-migrations/SKILL.md b/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
index d7ac16f6..74f10ab2 100644
--- a/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
+++ b/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: database-migrations-sql-migrations
-description: "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
+description: SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # SQL Database Migration Strategy and Implementation
diff --git a/web-app/public/skills/database-optimizer/SKILL.md b/web-app/public/skills/database-optimizer/SKILL.md
index c1b14933..0240d432 100644
--- a/web-app/public/skills/database-optimizer/SKILL.md
+++ b/web-app/public/skills/database-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert database optimizer specializing in modern performance tuning
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/datadog-automation/SKILL.md b/web-app/public/skills/datadog-automation/SKILL.md
index fa7f5bbe..e085bd56 100644
--- a/web-app/public/skills/datadog-automation/SKILL.md
+++ b/web-app/public/skills/datadog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: datadog-automation
-description: "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
+description: 'Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Datadog Automation via Rube MCP
diff --git a/web-app/public/skills/dbos-golang/SKILL.md b/web-app/public/skills/dbos-golang/SKILL.md
index 7b5c8344..a46b2103 100644
--- a/web-app/public/skills/dbos-golang/SKILL.md
+++ b/web-app/public/skills/dbos-golang/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-golang
-description: "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
+description: DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: backend
 ---
 
 # DBOS Go Best Practices
diff --git a/web-app/public/skills/dbos-python/SKILL.md b/web-app/public/skills/dbos-python/SKILL.md
index 5f3847da..d78fa5db 100644
--- a/web-app/public/skills/dbos-python/SKILL.md
+++ b/web-app/public/skills/dbos-python/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-python
-description: "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
+description: DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: backend
 ---
 
 # DBOS Python Best Practices
diff --git a/web-app/public/skills/dbos-typescript/SKILL.md b/web-app/public/skills/dbos-typescript/SKILL.md
index ea6e8de0..72076f13 100644
--- a/web-app/public/skills/dbos-typescript/SKILL.md
+++ b/web-app/public/skills/dbos-typescript/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbos-typescript
-description: "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
+description: DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...
 risk: safe
-source: "https://docs.dbos.dev/"
-date_added: "2026-02-27"
+source: https://docs.dbos.dev/
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DBOS TypeScript Best Practices
diff --git a/web-app/public/skills/dbt-transformation-patterns/SKILL.md b/web-app/public/skills/dbt-transformation-patterns/SKILL.md
index ce4d6fc6..ad6683bb 100644
--- a/web-app/public/skills/dbt-transformation-patterns/SKILL.md
+++ b/web-app/public/skills/dbt-transformation-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dbt-transformation-patterns
-description: "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
+description: Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # dbt Transformation Patterns
diff --git a/web-app/public/skills/ddd-context-mapping/SKILL.md b/web-app/public/skills/ddd-context-mapping/SKILL.md
index 6886ba6f..acdf6227 100644
--- a/web-app/public/skills/ddd-context-mapping/SKILL.md
+++ b/web-app/public/skills/ddd-context-mapping/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-context-mapping
-description: "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
+description: Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
 risk: safe
 source: self
-tags: "[ddd, context-map, anti-corruption-layer, integration]"
-date_added: "2026-02-27"
+tags: '[ddd, context-map, anti-corruption-layer, integration]'
+date_added: '2026-02-27'
+category: testing
 ---
 
 # DDD Context Mapping
diff --git a/web-app/public/skills/ddd-strategic-design/SKILL.md b/web-app/public/skills/ddd-strategic-design/SKILL.md
index c4666d6c..9a76e7ca 100644
--- a/web-app/public/skills/ddd-strategic-design/SKILL.md
+++ b/web-app/public/skills/ddd-strategic-design/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-strategic-design
-description: "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
+description: Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
 risk: safe
 source: self
-tags: "[ddd, strategic-design, bounded-context, ubiquitous-language]"
-date_added: "2026-02-27"
+tags: '[ddd, strategic-design, bounded-context, ubiquitous-language]'
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DDD Strategic Design
diff --git a/web-app/public/skills/ddd-tactical-patterns/SKILL.md b/web-app/public/skills/ddd-tactical-patterns/SKILL.md
index e4a3a690..8352d891 100644
--- a/web-app/public/skills/ddd-tactical-patterns/SKILL.md
+++ b/web-app/public/skills/ddd-tactical-patterns/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: ddd-tactical-patterns
-description: "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
+description: Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
 risk: safe
 source: self
-tags: "[ddd, tactical, aggregates, value-objects, domain-events]"
-date_added: "2026-02-27"
+tags: '[ddd, tactical, aggregates, value-objects, domain-events]'
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # DDD Tactical Patterns
diff --git a/web-app/public/skills/debugger/SKILL.md b/web-app/public/skills/debugger/SKILL.md
index edf6a762..ad4e288f 100644
--- a/web-app/public/skills/debugger/SKILL.md
+++ b/web-app/public/skills/debugger/SKILL.md
@@ -8,6 +8,7 @@ description: 'Debugging specialist for errors, test failures, and unexpected
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/debugging-strategies/SKILL.md b/web-app/public/skills/debugging-strategies/SKILL.md
index 2ade0b98..4c5c1fcc 100644
--- a/web-app/public/skills/debugging-strategies/SKILL.md
+++ b/web-app/public/skills/debugging-strategies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: debugging-strategies
-description: "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
+description: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Debugging Strategies
diff --git a/web-app/public/skills/deep-research/SKILL.md b/web-app/public/skills/deep-research/SKILL.md
index da5f63b8..81d53f15 100644
--- a/web-app/public/skills/deep-research/SKILL.md
+++ b/web-app/public/skills/deep-research/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deep-research
-description: "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
+description: 'Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...'
 risk: safe
-source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research"
-date_added: "2026-02-27"
+source: https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Gemini Deep Research Skill
diff --git a/web-app/public/skills/defi-protocol-templates/SKILL.md b/web-app/public/skills/defi-protocol-templates/SKILL.md
index e4f7aac0..cc82e50a 100644
--- a/web-app/public/skills/defi-protocol-templates/SKILL.md
+++ b/web-app/public/skills/defi-protocol-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: defi-protocol-templates
-description: "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
+description: Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # DeFi Protocol Templates
diff --git a/web-app/public/skills/dependency-management-deps-audit/SKILL.md b/web-app/public/skills/dependency-management-deps-audit/SKILL.md
index ee691540..bf883284 100644
--- a/web-app/public/skills/dependency-management-deps-audit/SKILL.md
+++ b/web-app/public/skills/dependency-management-deps-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dependency-management-deps-audit
-description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
+description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/web-app/public/skills/dependency-upgrade/SKILL.md b/web-app/public/skills/dependency-upgrade/SKILL.md
index bb423d61..5a163651 100644
--- a/web-app/public/skills/dependency-upgrade/SKILL.md
+++ b/web-app/public/skills/dependency-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dependency-upgrade
-description: "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
+description: Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Dependency Upgrade
diff --git a/web-app/public/skills/deployment-engineer/SKILL.md b/web-app/public/skills/deployment-engineer/SKILL.md
index 7596f642..260d44e2 100644
--- a/web-app/public/skills/deployment-engineer/SKILL.md
+++ b/web-app/public/skills/deployment-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert deployment engineer specializing in modern CI/CD pipelines,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.
 
diff --git a/web-app/public/skills/deployment-pipeline-design/SKILL.md b/web-app/public/skills/deployment-pipeline-design/SKILL.md
index ebe7eff1..915306fe 100644
--- a/web-app/public/skills/deployment-pipeline-design/SKILL.md
+++ b/web-app/public/skills/deployment-pipeline-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-pipeline-design
-description: "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
+description: Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Deployment Pipeline Design
diff --git a/web-app/public/skills/deployment-procedures/SKILL.md b/web-app/public/skills/deployment-procedures/SKILL.md
index 62447861..43287b76 100644
--- a/web-app/public/skills/deployment-procedures/SKILL.md
+++ b/web-app/public/skills/deployment-procedures/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-procedures
-description: "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
+description: Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Deployment Procedures
diff --git a/web-app/public/skills/deployment-validation-config-validate/SKILL.md b/web-app/public/skills/deployment-validation-config-validate/SKILL.md
index cb5f1538..e6207b98 100644
--- a/web-app/public/skills/deployment-validation-config-validate/SKILL.md
+++ b/web-app/public/skills/deployment-validation-config-validate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: deployment-validation-config-validate
-description: "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
+description: You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Configuration Validation
diff --git a/web-app/public/skills/design-orchestration/SKILL.md b/web-app/public/skills/design-orchestration/SKILL.md
index df877fd4..e74fdcc1 100644
--- a/web-app/public/skills/design-orchestration/SKILL.md
+++ b/web-app/public/skills/design-orchestration/SKILL.md
@@ -4,6 +4,7 @@ description: Orchestrates design workflows by routing work through brainstorming
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Design Orchestration (Meta-Skill)
diff --git a/web-app/public/skills/devops-troubleshooter/SKILL.md b/web-app/public/skills/devops-troubleshooter/SKILL.md
index ac43f249..078a6391 100644
--- a/web-app/public/skills/devops-troubleshooter/SKILL.md
+++ b/web-app/public/skills/devops-troubleshooter/SKILL.md
@@ -4,6 +4,7 @@ description: Expert DevOps troubleshooter specializing in rapid incident respons
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/discord-automation/SKILL.md b/web-app/public/skills/discord-automation/SKILL.md
index 2ab33736..e793a84b 100644
--- a/web-app/public/skills/discord-automation/SKILL.md
+++ b/web-app/public/skills/discord-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: discord-automation
-description: "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
+description: 'Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Discord Automation via Rube MCP
diff --git a/web-app/public/skills/discord-bot-architect/SKILL.md b/web-app/public/skills/discord-bot-architect/SKILL.md
index 48e98cf1..f06626c0 100644
--- a/web-app/public/skills/discord-bot-architect/SKILL.md
+++ b/web-app/public/skills/discord-bot-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: discord-bot-architect
-description: "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
+description: Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Discord Bot Architect
diff --git a/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md b/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
index 7a996ee1..fa15acb0 100644
--- a/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
+++ b/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: distributed-debugging-debug-trace
-description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
+description: You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Debug and Trace Configuration
diff --git a/web-app/public/skills/distributed-tracing/SKILL.md b/web-app/public/skills/distributed-tracing/SKILL.md
index 431a7245..9482279c 100644
--- a/web-app/public/skills/distributed-tracing/SKILL.md
+++ b/web-app/public/skills/distributed-tracing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: distributed-tracing
-description: "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
+description: Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Distributed Tracing
diff --git a/web-app/public/skills/django-pro/SKILL.md b/web-app/public/skills/django-pro/SKILL.md
index 32331961..661bd759 100644
--- a/web-app/public/skills/django-pro/SKILL.md
+++ b/web-app/public/skills/django-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Django 5.x with async views, DRF, Celery, and Django Channel
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/doc-coauthoring/SKILL.md b/web-app/public/skills/doc-coauthoring/SKILL.md
index 5d308148..a29de8bb 100644
--- a/web-app/public/skills/doc-coauthoring/SKILL.md
+++ b/web-app/public/skills/doc-coauthoring/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: doc-coauthoring
-description: "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
+description: Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Doc Co-Authoring Workflow
diff --git a/web-app/public/skills/docs-architect/SKILL.md b/web-app/public/skills/docs-architect/SKILL.md
index d1880ea6..f017eee0 100644
--- a/web-app/public/skills/docs-architect/SKILL.md
+++ b/web-app/public/skills/docs-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Creates comprehensive technical documentation from existing codebas
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/documentation-generation-doc-generate/SKILL.md b/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
index 1b79c72f..5760d9a8 100644
--- a/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
+++ b/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: documentation-generation-doc-generate
-description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
+description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Automated Documentation Generation
diff --git a/web-app/public/skills/documentation-templates/SKILL.md b/web-app/public/skills/documentation-templates/SKILL.md
index 7548e918..0489d995 100644
--- a/web-app/public/skills/documentation-templates/SKILL.md
+++ b/web-app/public/skills/documentation-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: documentation-templates
-description: "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
+description: Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Documentation Templates
diff --git a/web-app/public/skills/docusign-automation/SKILL.md b/web-app/public/skills/docusign-automation/SKILL.md
index db197666..17b1f734 100644
--- a/web-app/public/skills/docusign-automation/SKILL.md
+++ b/web-app/public/skills/docusign-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: docusign-automation
-description: "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
+description: 'Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # DocuSign Automation via Rube MCP
diff --git a/web-app/public/skills/docx-official/SKILL.md b/web-app/public/skills/docx-official/SKILL.md
index 5f23eb9a..e9ac1a32 100644
--- a/web-app/public/skills/docx-official/SKILL.md
+++ b/web-app/public/skills/docx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: docx-official
-description: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
+description: Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # DOCX creation, editing, and analysis
diff --git a/web-app/public/skills/domain-driven-design/SKILL.md b/web-app/public/skills/domain-driven-design/SKILL.md
index a78cce62..a94512bc 100644
--- a/web-app/public/skills/domain-driven-design/SKILL.md
+++ b/web-app/public/skills/domain-driven-design/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: domain-driven-design
-description: "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
+description: Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
 risk: safe
 source: self
-tags: "[ddd, domain, bounded-context, architecture]"
-date_added: "2026-02-27"
+tags: '[ddd, domain, bounded-context, architecture]'
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Domain-Driven Design
diff --git a/web-app/public/skills/dotnet-architect/SKILL.md b/web-app/public/skills/dotnet-architect/SKILL.md
index 2f4ae2f6..6773b8f7 100644
--- a/web-app/public/skills/dotnet-architect/SKILL.md
+++ b/web-app/public/skills/dotnet-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert .NET backend architect specializing in C#, ASP.NET Core, Ent
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/dotnet-backend-patterns/SKILL.md b/web-app/public/skills/dotnet-backend-patterns/SKILL.md
index 4a01b1fc..e7ee1de0 100644
--- a/web-app/public/skills/dotnet-backend-patterns/SKILL.md
+++ b/web-app/public/skills/dotnet-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dotnet-backend-patterns
-description: "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
+description: Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # .NET Backend Development Patterns
diff --git a/web-app/public/skills/dotnet-backend/SKILL.md b/web-app/public/skills/dotnet-backend/SKILL.md
index fb31a1e9..d24afc9e 100644
--- a/web-app/public/skills/dotnet-backend/SKILL.md
+++ b/web-app/public/skills/dotnet-backend/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dotnet-backend
-description: "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
+description: Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # .NET Backend Agent - ASP.NET Core & Enterprise API Expert
diff --git a/web-app/public/skills/dropbox-automation/SKILL.md b/web-app/public/skills/dropbox-automation/SKILL.md
index 590a5fd0..fd5d3668 100644
--- a/web-app/public/skills/dropbox-automation/SKILL.md
+++ b/web-app/public/skills/dropbox-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: dropbox-automation
-description: "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Dropbox Automation via Rube MCP
diff --git a/web-app/public/skills/dx-optimizer/SKILL.md b/web-app/public/skills/dx-optimizer/SKILL.md
index 8ba4100d..41b47e90 100644
--- a/web-app/public/skills/dx-optimizer/SKILL.md
+++ b/web-app/public/skills/dx-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Developer Experience specialist. Improves tooling, setup, and workf
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/e2e-testing-patterns/SKILL.md b/web-app/public/skills/e2e-testing-patterns/SKILL.md
index 14f47c43..3512454d 100644
--- a/web-app/public/skills/e2e-testing-patterns/SKILL.md
+++ b/web-app/public/skills/e2e-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: e2e-testing-patterns
-description: "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
+description: Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # E2E Testing Patterns
diff --git a/web-app/public/skills/elixir-pro/SKILL.md b/web-app/public/skills/elixir-pro/SKILL.md
index 128518e6..ddf6f6a4 100644
--- a/web-app/public/skills/elixir-pro/SKILL.md
+++ b/web-app/public/skills/elixir-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic Elixir code with OTP patterns, supervision trees, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/email-sequence/SKILL.md b/web-app/public/skills/email-sequence/SKILL.md
index cd579ce9..6b986762 100644
--- a/web-app/public/skills/email-sequence/SKILL.md
+++ b/web-app/public/skills/email-sequence/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: email-sequence
-description: "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
+description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Email Sequence Design
diff --git a/web-app/public/skills/email-systems/SKILL.md b/web-app/public/skills/email-systems/SKILL.md
index 0e3d56d6..f91022e4 100644
--- a/web-app/public/skills/email-systems/SKILL.md
+++ b/web-app/public/skills/email-systems/SKILL.md
@@ -4,6 +4,7 @@ description: Email has the highest ROI of any marketing channel. $36 for every $
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Email Systems
diff --git a/web-app/public/skills/embedding-strategies/SKILL.md b/web-app/public/skills/embedding-strategies/SKILL.md
index efe1fdd8..d216b999 100644
--- a/web-app/public/skills/embedding-strategies/SKILL.md
+++ b/web-app/public/skills/embedding-strategies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: embedding-strategies
-description: "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
+description: Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Embedding Strategies
diff --git a/web-app/public/skills/error-debugging-error-analysis/SKILL.md b/web-app/public/skills/error-debugging-error-analysis/SKILL.md
index 5b8876f2..53c8cdfe 100644
--- a/web-app/public/skills/error-debugging-error-analysis/SKILL.md
+++ b/web-app/public/skills/error-debugging-error-analysis/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-debugging-error-analysis
-description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Error Analysis and Resolution
diff --git a/web-app/public/skills/error-debugging-error-trace/SKILL.md b/web-app/public/skills/error-debugging-error-trace/SKILL.md
index 07b09aac..cc50d648 100644
--- a/web-app/public/skills/error-debugging-error-trace/SKILL.md
+++ b/web-app/public/skills/error-debugging-error-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-debugging-error-trace
-description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
+description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Error Tracking and Monitoring
diff --git a/web-app/public/skills/error-detective/SKILL.md b/web-app/public/skills/error-detective/SKILL.md
index e4bbb1cf..edcfc881 100644
--- a/web-app/public/skills/error-detective/SKILL.md
+++ b/web-app/public/skills/error-detective/SKILL.md
@@ -4,6 +4,7 @@ description: Search logs and codebases for error patterns, stack traces, and ano
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md b/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
index 5ecb8f7f..60c5c88b 100644
--- a/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
+++ b/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-diagnostics-error-analysis
-description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
+description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Error Analysis and Resolution
diff --git a/web-app/public/skills/error-diagnostics-error-trace/SKILL.md b/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
index eecaf2ed..10bfb6f7 100644
--- a/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
+++ b/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-diagnostics-error-trace
-description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
+description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Error Tracking and Monitoring
diff --git a/web-app/public/skills/error-handling-patterns/SKILL.md b/web-app/public/skills/error-handling-patterns/SKILL.md
index 2c581d08..242aaa02 100644
--- a/web-app/public/skills/error-handling-patterns/SKILL.md
+++ b/web-app/public/skills/error-handling-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: error-handling-patterns
-description: "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
+description: Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Error Handling Patterns
diff --git a/web-app/public/skills/ethical-hacking-methodology/SKILL.md b/web-app/public/skills/ethical-hacking-methodology/SKILL.md
index e820697d..47644f99 100644
--- a/web-app/public/skills/ethical-hacking-methodology/SKILL.md
+++ b/web-app/public/skills/ethical-hacking-methodology/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ethical-hacking-methodology
-description: "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
+description: This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Ethical Hacking Methodology
diff --git a/web-app/public/skills/event-sourcing-architect/SKILL.md b/web-app/public/skills/event-sourcing-architect/SKILL.md
index ed8e81ab..aff3623b 100644
--- a/web-app/public/skills/event-sourcing-architect/SKILL.md
+++ b/web-app/public/skills/event-sourcing-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: event-sourcing-architect
-description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
+description: Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Event Sourcing Architect
diff --git a/web-app/public/skills/event-store-design/SKILL.md b/web-app/public/skills/event-store-design/SKILL.md
index bf409ca8..42335b07 100644
--- a/web-app/public/skills/event-store-design/SKILL.md
+++ b/web-app/public/skills/event-store-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: event-store-design
-description: "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
+description: Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Event Store Design
diff --git a/web-app/public/skills/exa-search/SKILL.md b/web-app/public/skills/exa-search/SKILL.md
index 166b981f..c15868ed 100644
--- a/web-app/public/skills/exa-search/SKILL.md
+++ b/web-app/public/skills/exa-search/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: exa-search
-description: "Semantic search, similar content discovery, and structured research using Exa API"
+description: Semantic search, similar content discovery, and structured research using Exa API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # exa-search
diff --git a/web-app/public/skills/executing-plans/SKILL.md b/web-app/public/skills/executing-plans/SKILL.md
index c742c2db..296f5ffe 100644
--- a/web-app/public/skills/executing-plans/SKILL.md
+++ b/web-app/public/skills/executing-plans/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: executing-plans
-description: "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
+description: Use when you have a written implementation plan to execute in a separate session with review checkpoints
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Executing Plans
diff --git a/web-app/public/skills/expo-deployment/SKILL.md b/web-app/public/skills/expo-deployment/SKILL.md
index ff0269e1..c6209662 100644
--- a/web-app/public/skills/expo-deployment/SKILL.md
+++ b/web-app/public/skills/expo-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: expo-deployment
-description: "Deploy Expo apps to production"
+description: Deploy Expo apps to production
 risk: safe
-source: "https://github.com/expo/skills/tree/main/plugins/expo-deployment"
-date_added: "2026-02-27"
+source: https://github.com/expo/skills/tree/main/plugins/expo-deployment
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Expo Deployment
diff --git a/web-app/public/skills/fal-audio/SKILL.md b/web-app/public/skills/fal-audio/SKILL.md
index 083443fc..d58c2a13 100644
--- a/web-app/public/skills/fal-audio/SKILL.md
+++ b/web-app/public/skills/fal-audio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-audio
-description: "Text-to-speech and speech-to-text using fal.ai audio models"
+description: Text-to-speech and speech-to-text using fal.ai audio models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Audio
diff --git a/web-app/public/skills/fal-generate/SKILL.md b/web-app/public/skills/fal-generate/SKILL.md
index 205c7921..cfd2b5a8 100644
--- a/web-app/public/skills/fal-generate/SKILL.md
+++ b/web-app/public/skills/fal-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-generate
-description: "Generate images and videos using fal.ai AI models"
+description: Generate images and videos using fal.ai AI models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Generate
diff --git a/web-app/public/skills/fal-image-edit/SKILL.md b/web-app/public/skills/fal-image-edit/SKILL.md
index 821ccd08..43b387c1 100644
--- a/web-app/public/skills/fal-image-edit/SKILL.md
+++ b/web-app/public/skills/fal-image-edit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-image-edit
-description: "AI-powered image editing with style transfer and object removal"
+description: AI-powered image editing with style transfer and object removal
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Image Edit
diff --git a/web-app/public/skills/fal-platform/SKILL.md b/web-app/public/skills/fal-platform/SKILL.md
index 4852467c..80957716 100644
--- a/web-app/public/skills/fal-platform/SKILL.md
+++ b/web-app/public/skills/fal-platform/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-platform
-description: "Platform APIs for model management, pricing, and usage tracking"
+description: Platform APIs for model management, pricing, and usage tracking
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Fal Platform
diff --git a/web-app/public/skills/fal-upscale/SKILL.md b/web-app/public/skills/fal-upscale/SKILL.md
index c94702a6..570871a1 100644
--- a/web-app/public/skills/fal-upscale/SKILL.md
+++ b/web-app/public/skills/fal-upscale/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-upscale
-description: "Upscale and enhance image and video resolution using AI"
+description: Upscale and enhance image and video resolution using AI
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Upscale
diff --git a/web-app/public/skills/fal-workflow/SKILL.md b/web-app/public/skills/fal-workflow/SKILL.md
index 85831b5f..32f0db49 100644
--- a/web-app/public/skills/fal-workflow/SKILL.md
+++ b/web-app/public/skills/fal-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fal-workflow
-description: "Generate workflow JSON files for chaining AI models"
+description: Generate workflow JSON files for chaining AI models
 risk: safe
-source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Fal Workflow
diff --git a/web-app/public/skills/fastapi-pro/SKILL.md b/web-app/public/skills/fastapi-pro/SKILL.md
index d0d2fc5f..cdd1a4fc 100644
--- a/web-app/public/skills/fastapi-pro/SKILL.md
+++ b/web-app/public/skills/fastapi-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/fastapi-router-py/SKILL.md b/web-app/public/skills/fastapi-router-py/SKILL.md
index be66c460..782e0c91 100644
--- a/web-app/public/skills/fastapi-router-py/SKILL.md
+++ b/web-app/public/skills/fastapi-router-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fastapi-router-py
-description: "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
+description: Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # FastAPI Router
diff --git a/web-app/public/skills/fastapi-templates/SKILL.md b/web-app/public/skills/fastapi-templates/SKILL.md
index 245f45af..12c8320d 100644
--- a/web-app/public/skills/fastapi-templates/SKILL.md
+++ b/web-app/public/skills/fastapi-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fastapi-templates
-description: "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
+description: Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # FastAPI Project Templates
diff --git a/web-app/public/skills/ffuf-claude-skill/SKILL.md b/web-app/public/skills/ffuf-claude-skill/SKILL.md
index d7e1ba70..647f58de 100644
--- a/web-app/public/skills/ffuf-claude-skill/SKILL.md
+++ b/web-app/public/skills/ffuf-claude-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ffuf-claude-skill
-description: "Web fuzzing with ffuf"
+description: Web fuzzing with ffuf
 risk: safe
-source: "https://github.com/jthack/ffuf_claude_skill"
-date_added: "2026-02-27"
+source: https://github.com/jthack/ffuf_claude_skill
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Ffuf Claude Skill
diff --git a/web-app/public/skills/figma-automation/SKILL.md b/web-app/public/skills/figma-automation/SKILL.md
index f26f5b0a..2c615249 100644
--- a/web-app/public/skills/figma-automation/SKILL.md
+++ b/web-app/public/skills/figma-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: figma-automation
-description: "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
+description: 'Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Figma Automation via Rube MCP
diff --git a/web-app/public/skills/file-path-traversal/SKILL.md b/web-app/public/skills/file-path-traversal/SKILL.md
index 9ba2c8d5..620a69d7 100644
--- a/web-app/public/skills/file-path-traversal/SKILL.md
+++ b/web-app/public/skills/file-path-traversal/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: file-path-traversal
-description: "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
+description: This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # File Path Traversal Testing
diff --git a/web-app/public/skills/file-uploads/SKILL.md b/web-app/public/skills/file-uploads/SKILL.md
index b2d37334..8bebb24d 100644
--- a/web-app/public/skills/file-uploads/SKILL.md
+++ b/web-app/public/skills/file-uploads/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: file-uploads
-description: "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
+description: 'Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # File Uploads & Storage
diff --git a/web-app/public/skills/find-bugs/SKILL.md b/web-app/public/skills/find-bugs/SKILL.md
index 356eb3f8..4ecb1646 100644
--- a/web-app/public/skills/find-bugs/SKILL.md
+++ b/web-app/public/skills/find-bugs/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: find-bugs
-description: "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
+description: Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs
+date_added: '2026-02-27'
+category: security
 ---
 
 # Find Bugs
diff --git a/web-app/public/skills/finishing-a-development-branch/SKILL.md b/web-app/public/skills/finishing-a-development-branch/SKILL.md
index df14a9c5..53a6b78c 100644
--- a/web-app/public/skills/finishing-a-development-branch/SKILL.md
+++ b/web-app/public/skills/finishing-a-development-branch/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: finishing-a-development-branch
-description: "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
+description: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Finishing a Development Branch
diff --git a/web-app/public/skills/firebase/SKILL.md b/web-app/public/skills/firebase/SKILL.md
index 9d4d8fac..487584ab 100644
--- a/web-app/public/skills/firebase/SKILL.md
+++ b/web-app/public/skills/firebase/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: firebase
-description: "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
+description: Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Firebase
diff --git a/web-app/public/skills/firecrawl-scraper/SKILL.md b/web-app/public/skills/firecrawl-scraper/SKILL.md
index f548d2b9..2dc360ee 100644
--- a/web-app/public/skills/firecrawl-scraper/SKILL.md
+++ b/web-app/public/skills/firecrawl-scraper/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: firecrawl-scraper
-description: "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
+description: Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # firecrawl-scraper
diff --git a/web-app/public/skills/firmware-analyst/SKILL.md b/web-app/public/skills/firmware-analyst/SKILL.md
index cd683d71..00b64b56 100644
--- a/web-app/public/skills/firmware-analyst/SKILL.md
+++ b/web-app/public/skills/firmware-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Expert firmware analyst specializing in embedded systems, IoT secur
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 # Download from vendor
diff --git a/web-app/public/skills/fix-review/SKILL.md b/web-app/public/skills/fix-review/SKILL.md
index 1d549b85..e205bd0d 100644
--- a/web-app/public/skills/fix-review/SKILL.md
+++ b/web-app/public/skills/fix-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fix-review
-description: "Verify fix commits address audit findings without new bugs"
+description: Verify fix commits address audit findings without new bugs
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/fix-review"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/fix-review
+date_added: '2026-02-27'
+category: security
 ---
 
 # Fix Review
diff --git a/web-app/public/skills/flutter-expert/SKILL.md b/web-app/public/skills/flutter-expert/SKILL.md
index 9708cb3f..a30ec864 100644
--- a/web-app/public/skills/flutter-expert/SKILL.md
+++ b/web-app/public/skills/flutter-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Master Flutter development with Dart 3, advanced widgets, and multi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/form-cro/SKILL.md b/web-app/public/skills/form-cro/SKILL.md
index 630f11a8..2b924b58 100644
--- a/web-app/public/skills/form-cro/SKILL.md
+++ b/web-app/public/skills/form-cro/SKILL.md
@@ -4,6 +4,7 @@ description: Optimize any form that is NOT signup or account registration — in
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 # Form Conversion Rate Optimization (Form CRO)
diff --git a/web-app/public/skills/fp-ts-errors/SKILL.md b/web-app/public/skills/fp-ts-errors/SKILL.md
index b6e14fe1..c8eb686f 100644
--- a/web-app/public/skills/fp-ts-errors/SKILL.md
+++ b/web-app/public/skills/fp-ts-errors/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-errors
-description: "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
+description: Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Practical Error Handling with fp-ts
diff --git a/web-app/public/skills/fp-ts-pragmatic/SKILL.md b/web-app/public/skills/fp-ts-pragmatic/SKILL.md
index 3d9db3bf..5d01e412 100644
--- a/web-app/public/skills/fp-ts-pragmatic/SKILL.md
+++ b/web-app/public/skills/fp-ts-pragmatic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-pragmatic
-description: "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
+description: A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: content
 ---
 
 # Pragmatic Functional Programming
diff --git a/web-app/public/skills/fp-ts-react/SKILL.md b/web-app/public/skills/fp-ts-react/SKILL.md
index 463a8194..c6806747 100644
--- a/web-app/public/skills/fp-ts-react/SKILL.md
+++ b/web-app/public/skills/fp-ts-react/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: fp-ts-react
-description: "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
+description: Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
 risk: safe
-source: "https://github.com/whatiskadudoing/fp-ts-skills"
-date_added: "2026-02-27"
+source: https://github.com/whatiskadudoing/fp-ts-skills
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Functional Programming in React
diff --git a/web-app/public/skills/framework-migration-code-migrate/SKILL.md b/web-app/public/skills/framework-migration-code-migrate/SKILL.md
index ea800955..a73c2d13 100644
--- a/web-app/public/skills/framework-migration-code-migrate/SKILL.md
+++ b/web-app/public/skills/framework-migration-code-migrate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-code-migrate
-description: "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
+description: You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Code Migration Assistant
diff --git a/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md b/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
index 8827ad87..0eefd06a 100644
--- a/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
+++ b/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-deps-upgrade
-description: "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
+description: You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Dependency Upgrade Strategy
diff --git a/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md b/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
index 7648711d..91913987 100644
--- a/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
+++ b/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: framework-migration-legacy-modernize
-description: "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
+description: Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Legacy Code Modernization Workflow
diff --git a/web-app/public/skills/free-tool-strategy/SKILL.md b/web-app/public/skills/free-tool-strategy/SKILL.md
index bf5dfefd..681e70f7 100644
--- a/web-app/public/skills/free-tool-strategy/SKILL.md
+++ b/web-app/public/skills/free-tool-strategy/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: free-tool-strategy
-description: "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
+description: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as mar...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Free Tool Strategy (Engineering as Marketing)
diff --git a/web-app/public/skills/freshdesk-automation/SKILL.md b/web-app/public/skills/freshdesk-automation/SKILL.md
index 2981d608..a9c00be8 100644
--- a/web-app/public/skills/freshdesk-automation/SKILL.md
+++ b/web-app/public/skills/freshdesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: freshdesk-automation
-description: "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Freshdesk Automation via Rube MCP
diff --git a/web-app/public/skills/freshservice-automation/SKILL.md b/web-app/public/skills/freshservice-automation/SKILL.md
index 5a151404..4894072a 100644
--- a/web-app/public/skills/freshservice-automation/SKILL.md
+++ b/web-app/public/skills/freshservice-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: freshservice-automation
-description: "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
+description: 'Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Freshservice Automation via Rube MCP
diff --git a/web-app/public/skills/frontend-design/SKILL.md b/web-app/public/skills/frontend-design/SKILL.md
index cf358a76..9a4630a0 100644
--- a/web-app/public/skills/frontend-design/SKILL.md
+++ b/web-app/public/skills/frontend-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-design
-description: "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
+description: Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Design (Distinctive, Production-Grade)
diff --git a/web-app/public/skills/frontend-dev-guidelines/SKILL.md b/web-app/public/skills/frontend-dev-guidelines/SKILL.md
index 37e4ca90..2124dc37 100644
--- a/web-app/public/skills/frontend-dev-guidelines/SKILL.md
+++ b/web-app/public/skills/frontend-dev-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-dev-guidelines
-description: "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
+description: Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 
diff --git a/web-app/public/skills/frontend-developer/SKILL.md b/web-app/public/skills/frontend-developer/SKILL.md
index 2494e145..e50e1ee5 100644
--- a/web-app/public/skills/frontend-developer/SKILL.md
+++ b/web-app/public/skills/frontend-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build React components, implement responsive layouts, and handle cl
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.
 
diff --git a/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md b/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
index f6e62900..40c4af6c 100644
--- a/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
+++ b/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-mobile-development-component-scaffold
-description: "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
+description: You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React/React Native Component Scaffolding
diff --git a/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md b/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
index 7affc979..e790750e 100644
--- a/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
+++ b/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-mobile-security-xss-scan
-description: "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
+description: You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # XSS Vulnerability Scanner for Frontend Code
diff --git a/web-app/public/skills/frontend-security-coder/SKILL.md b/web-app/public/skills/frontend-security-coder/SKILL.md
index 97e38cd3..c54adb9f 100644
--- a/web-app/public/skills/frontend-security-coder/SKILL.md
+++ b/web-app/public/skills/frontend-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure frontend coding practices specializing in XSS prev
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/frontend-slides/SKILL.md b/web-app/public/skills/frontend-slides/SKILL.md
index a5b82a94..2fed2438 100644
--- a/web-app/public/skills/frontend-slides/SKILL.md
+++ b/web-app/public/skills/frontend-slides/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-slides
-description: "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
+description: Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...
 risk: safe
-source: "https://github.com/zarazhangrui/frontend-slides"
-date_added: "2026-02-27"
+source: https://github.com/zarazhangrui/frontend-slides
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend Slides Skill
diff --git a/web-app/public/skills/frontend-ui-dark-ts/SKILL.md b/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
index 2c4658ea..73ca829f 100644
--- a/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
+++ b/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: frontend-ui-dark-ts
-description: "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
+description: Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Frontend UI Dark Theme (TypeScript)
diff --git a/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md b/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
index f9b0b4d6..e7c3e7de 100644
--- a/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
+++ b/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: full-stack-orchestration-full-stack-feature
-description: "Use when working with full stack orchestration full stack feature"
+description: Use when working with full stack orchestration full stack feature
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/game-development/2d-games/SKILL.md b/web-app/public/skills/game-development/2d-games/SKILL.md
index 5ff8b6b2..ba9d9fc3 100644
--- a/web-app/public/skills/game-development/2d-games/SKILL.md
+++ b/web-app/public/skills/game-development/2d-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 2d-games
-description: "2D game development principles. Sprites, tilemaps, physics, camera."
+description: 2D game development principles. Sprites, tilemaps, physics, camera.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # 2D Game Development
diff --git a/web-app/public/skills/game-development/3d-games/SKILL.md b/web-app/public/skills/game-development/3d-games/SKILL.md
index 7734480a..5314fa29 100644
--- a/web-app/public/skills/game-development/3d-games/SKILL.md
+++ b/web-app/public/skills/game-development/3d-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: 3d-games
-description: "3D game development principles. Rendering, shaders, physics, cameras."
+description: 3D game development principles. Rendering, shaders, physics, cameras.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # 3D Game Development
diff --git a/web-app/public/skills/game-development/SKILL.md b/web-app/public/skills/game-development/SKILL.md
index 61d1e93b..5bc42c86 100644
--- a/web-app/public/skills/game-development/SKILL.md
+++ b/web-app/public/skills/game-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-development
-description: "Game development orchestrator. Routes to platform-specific skills based on project needs."
+description: Game development orchestrator. Routes to platform-specific skills based on project needs.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Development
diff --git a/web-app/public/skills/game-development/game-art/SKILL.md b/web-app/public/skills/game-development/game-art/SKILL.md
index ce692a03..acfc97a7 100644
--- a/web-app/public/skills/game-development/game-art/SKILL.md
+++ b/web-app/public/skills/game-development/game-art/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-art
-description: "Game art principles. Visual style selection, asset pipeline, animation workflow."
+description: Game art principles. Visual style selection, asset pipeline, animation workflow.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Art Principles
diff --git a/web-app/public/skills/game-development/game-audio/SKILL.md b/web-app/public/skills/game-development/game-audio/SKILL.md
index 6b4cf651..0c9c917e 100644
--- a/web-app/public/skills/game-development/game-audio/SKILL.md
+++ b/web-app/public/skills/game-development/game-audio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-audio
-description: "Game audio principles. Sound design, music integration, adaptive audio systems."
+description: Game audio principles. Sound design, music integration, adaptive audio systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Game Audio Principles
diff --git a/web-app/public/skills/game-development/game-design/SKILL.md b/web-app/public/skills/game-development/game-design/SKILL.md
index e7ef3461..9c09de4f 100644
--- a/web-app/public/skills/game-development/game-design/SKILL.md
+++ b/web-app/public/skills/game-development/game-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: game-design
-description: "Game design principles. GDD structure, balancing, player psychology, progression."
+description: Game design principles. GDD structure, balancing, player psychology, progression.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Game Design Principles
diff --git a/web-app/public/skills/game-development/mobile-games/SKILL.md b/web-app/public/skills/game-development/mobile-games/SKILL.md
index e503e123..b903d014 100644
--- a/web-app/public/skills/game-development/mobile-games/SKILL.md
+++ b/web-app/public/skills/game-development/mobile-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mobile-games
-description: "Mobile game development principles. Touch input, battery, performance, app stores."
+description: Mobile game development principles. Touch input, battery, performance, app stores.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Mobile Game Development
diff --git a/web-app/public/skills/game-development/multiplayer/SKILL.md b/web-app/public/skills/game-development/multiplayer/SKILL.md
index 45c9b8af..42cd1d40 100644
--- a/web-app/public/skills/game-development/multiplayer/SKILL.md
+++ b/web-app/public/skills/game-development/multiplayer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multiplayer
-description: "Multiplayer game development principles. Architecture, networking, synchronization."
+description: Multiplayer game development principles. Architecture, networking, synchronization.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Multiplayer Game Development
diff --git a/web-app/public/skills/game-development/pc-games/SKILL.md b/web-app/public/skills/game-development/pc-games/SKILL.md
index 379ec0ce..3045d73a 100644
--- a/web-app/public/skills/game-development/pc-games/SKILL.md
+++ b/web-app/public/skills/game-development/pc-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pc-games
-description: "PC and console game development principles. Engine selection, platform features, optimization strategies."
+description: PC and console game development principles. Engine selection, platform features, optimization strategies.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # PC/Console Game Development
diff --git a/web-app/public/skills/game-development/vr-ar/SKILL.md b/web-app/public/skills/game-development/vr-ar/SKILL.md
index 6a8bad35..124e3c1e 100644
--- a/web-app/public/skills/game-development/vr-ar/SKILL.md
+++ b/web-app/public/skills/game-development/vr-ar/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vr-ar
-description: "VR/AR development principles. Comfort, interaction, performance requirements."
+description: VR/AR development principles. Comfort, interaction, performance requirements.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # VR/AR Development
diff --git a/web-app/public/skills/game-development/web-games/SKILL.md b/web-app/public/skills/game-development/web-games/SKILL.md
index 6a5090f2..71f05610 100644
--- a/web-app/public/skills/game-development/web-games/SKILL.md
+++ b/web-app/public/skills/game-development/web-games/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-games
-description: "Web browser game development principles. Framework selection, WebGPU, optimization, PWA."
+description: Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Browser Game Development
diff --git a/web-app/public/skills/gcp-cloud-run/SKILL.md b/web-app/public/skills/gcp-cloud-run/SKILL.md
index b2065436..a62e8c64 100644
--- a/web-app/public/skills/gcp-cloud-run/SKILL.md
+++ b/web-app/public/skills/gcp-cloud-run/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gcp-cloud-run
-description: "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
+description: Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # GCP Cloud Run
diff --git a/web-app/public/skills/gdpr-data-handling/SKILL.md b/web-app/public/skills/gdpr-data-handling/SKILL.md
index 1dca7f20..94ae8548 100644
--- a/web-app/public/skills/gdpr-data-handling/SKILL.md
+++ b/web-app/public/skills/gdpr-data-handling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gdpr-data-handling
-description: "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
+description: Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # GDPR Data Handling
diff --git a/web-app/public/skills/gemini-api-dev/SKILL.md b/web-app/public/skills/gemini-api-dev/SKILL.md
index 0dd0e8d9..e64961ce 100644
--- a/web-app/public/skills/gemini-api-dev/SKILL.md
+++ b/web-app/public/skills/gemini-api-dev/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gemini-api-dev
-description: "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
+description: Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Gemini API Development Skill
diff --git a/web-app/public/skills/geo-fundamentals/SKILL.md b/web-app/public/skills/geo-fundamentals/SKILL.md
index d2af3da7..a0ddb4ee 100644
--- a/web-app/public/skills/geo-fundamentals/SKILL.md
+++ b/web-app/public/skills/geo-fundamentals/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: geo-fundamentals
-description: "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
+description: Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # GEO Fundamentals
diff --git a/web-app/public/skills/git-advanced-workflows/SKILL.md b/web-app/public/skills/git-advanced-workflows/SKILL.md
index 137ba006..be13f699 100644
--- a/web-app/public/skills/git-advanced-workflows/SKILL.md
+++ b/web-app/public/skills/git-advanced-workflows/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-advanced-workflows
-description: "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
+description: Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Git Advanced Workflows
diff --git a/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md b/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
index 64495646..997a9e9b 100644
--- a/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-git-workflow
-description: "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
+description: Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Complete Git Workflow with Multi-Agent Orchestration
diff --git a/web-app/public/skills/git-pr-workflows-onboard/SKILL.md b/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
index b6e8dc18..eeab070b 100644
--- a/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-onboard
-description: "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
+description: You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Onboard
diff --git a/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md b/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
index 49c57f0b..d1c4abfb 100644
--- a/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pr-workflows-pr-enhance
-description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
+description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Pull Request Enhancement
diff --git a/web-app/public/skills/git-pushing/SKILL.md b/web-app/public/skills/git-pushing/SKILL.md
index f72b0f8d..1253990b 100644
--- a/web-app/public/skills/git-pushing/SKILL.md
+++ b/web-app/public/skills/git-pushing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: git-pushing
-description: "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
+description: Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Git Push Workflow
diff --git a/web-app/public/skills/github-actions-templates/SKILL.md b/web-app/public/skills/github-actions-templates/SKILL.md
index c10ac59a..e3b8c3e7 100644
--- a/web-app/public/skills/github-actions-templates/SKILL.md
+++ b/web-app/public/skills/github-actions-templates/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-actions-templates
-description: "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
+description: Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Actions Templates
diff --git a/web-app/public/skills/github-automation/SKILL.md b/web-app/public/skills/github-automation/SKILL.md
index 0d1d820c..d7dd29aa 100644
--- a/web-app/public/skills/github-automation/SKILL.md
+++ b/web-app/public/skills/github-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-automation
-description: "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
+description: Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Automation via Rube MCP
diff --git a/web-app/public/skills/github-issue-creator/SKILL.md b/web-app/public/skills/github-issue-creator/SKILL.md
index ac90a421..61762ebd 100644
--- a/web-app/public/skills/github-issue-creator/SKILL.md
+++ b/web-app/public/skills/github-issue-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-issue-creator
-description: "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
+description: Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # GitHub Issue Creator
diff --git a/web-app/public/skills/github-workflow-automation/SKILL.md b/web-app/public/skills/github-workflow-automation/SKILL.md
index 2bc64077..5b7d13e1 100644
--- a/web-app/public/skills/github-workflow-automation/SKILL.md
+++ b/web-app/public/skills/github-workflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: github-workflow-automation
-description: "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
+description: Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # 🔧 GitHub Workflow Automation
diff --git a/web-app/public/skills/gitlab-automation/SKILL.md b/web-app/public/skills/gitlab-automation/SKILL.md
index c434a7a6..aa5d1401 100644
--- a/web-app/public/skills/gitlab-automation/SKILL.md
+++ b/web-app/public/skills/gitlab-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitlab-automation
-description: "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # GitLab Automation via Rube MCP
diff --git a/web-app/public/skills/gitlab-ci-patterns/SKILL.md b/web-app/public/skills/gitlab-ci-patterns/SKILL.md
index 7bc4a225..e24a8e2b 100644
--- a/web-app/public/skills/gitlab-ci-patterns/SKILL.md
+++ b/web-app/public/skills/gitlab-ci-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitlab-ci-patterns
-description: "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
+description: Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitLab CI Patterns
diff --git a/web-app/public/skills/gitops-workflow/SKILL.md b/web-app/public/skills/gitops-workflow/SKILL.md
index 9032b59a..8de8956d 100644
--- a/web-app/public/skills/gitops-workflow/SKILL.md
+++ b/web-app/public/skills/gitops-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gitops-workflow
-description: "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
+description: Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitOps Workflow
diff --git a/web-app/public/skills/gmail-automation/SKILL.md b/web-app/public/skills/gmail-automation/SKILL.md
index b239d3e7..45cc6b18 100644
--- a/web-app/public/skills/gmail-automation/SKILL.md
+++ b/web-app/public/skills/gmail-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: gmail-automation
-description: "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
+description: 'Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Gmail Automation via Rube MCP
diff --git a/web-app/public/skills/go-concurrency-patterns/SKILL.md b/web-app/public/skills/go-concurrency-patterns/SKILL.md
index f66bf879..e017f61f 100644
--- a/web-app/public/skills/go-concurrency-patterns/SKILL.md
+++ b/web-app/public/skills/go-concurrency-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-concurrency-patterns
-description: "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
+description: Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Go Concurrency Patterns
diff --git a/web-app/public/skills/go-playwright/SKILL.md b/web-app/public/skills/go-playwright/SKILL.md
index dd64b2d1..f6e47ed9 100644
--- a/web-app/public/skills/go-playwright/SKILL.md
+++ b/web-app/public/skills/go-playwright/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-playwright
-description: "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
+description: Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
 risk: safe
-source: "https://github.com/playwright-community/playwright-go"
-date_added: "2026-02-27"
+source: https://github.com/playwright-community/playwright-go
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Playwright Go Automation Expert
diff --git a/web-app/public/skills/go-rod-master/SKILL.md b/web-app/public/skills/go-rod-master/SKILL.md
index 01f5ae30..365cfce0 100644
--- a/web-app/public/skills/go-rod-master/SKILL.md
+++ b/web-app/public/skills/go-rod-master/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: go-rod-master
-description: "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
+description: Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
 risk: safe
-source: "https://github.com/go-rod/rod"
-date_added: "2026-02-27"
+source: https://github.com/go-rod/rod
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Go-Rod Browser Automation Master
diff --git a/web-app/public/skills/godot-4-migration/SKILL.md b/web-app/public/skills/godot-4-migration/SKILL.md
index 06005082..21359eee 100644
--- a/web-app/public/skills/godot-4-migration/SKILL.md
+++ b/web-app/public/skills/godot-4-migration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: godot-4-migration
-description: "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
+description: Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Godot 4 Migration Guide
diff --git a/web-app/public/skills/godot-gdscript-patterns/SKILL.md b/web-app/public/skills/godot-gdscript-patterns/SKILL.md
index ae797eb0..d87cdd37 100644
--- a/web-app/public/skills/godot-gdscript-patterns/SKILL.md
+++ b/web-app/public/skills/godot-gdscript-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: godot-gdscript-patterns
-description: "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
+description: Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Godot GDScript Patterns
diff --git a/web-app/public/skills/golang-pro/SKILL.md b/web-app/public/skills/golang-pro/SKILL.md
index 8616405d..2457418a 100644
--- a/web-app/public/skills/golang-pro/SKILL.md
+++ b/web-app/public/skills/golang-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Go 1.21+ with modern patterns, advanced concurrency, perform
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.
 
diff --git a/web-app/public/skills/google-analytics-automation/SKILL.md b/web-app/public/skills/google-analytics-automation/SKILL.md
index 40936764..87cc5035 100644
--- a/web-app/public/skills/google-analytics-automation/SKILL.md
+++ b/web-app/public/skills/google-analytics-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-analytics-automation
-description: "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
+description: 'Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Analytics Automation via Rube MCP
diff --git a/web-app/public/skills/google-calendar-automation/SKILL.md b/web-app/public/skills/google-calendar-automation/SKILL.md
index 00908f7c..c6e91002 100644
--- a/web-app/public/skills/google-calendar-automation/SKILL.md
+++ b/web-app/public/skills/google-calendar-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-calendar-automation
-description: "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
+description: Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Calendar Automation via Rube MCP
diff --git a/web-app/public/skills/google-drive-automation/SKILL.md b/web-app/public/skills/google-drive-automation/SKILL.md
index 027e77f4..9274ec32 100644
--- a/web-app/public/skills/google-drive-automation/SKILL.md
+++ b/web-app/public/skills/google-drive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: google-drive-automation
-description: "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
+description: Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Drive Automation via Rube MCP
diff --git a/web-app/public/skills/googlesheets-automation/SKILL.md b/web-app/public/skills/googlesheets-automation/SKILL.md
index dba2cfda..512fd869 100644
--- a/web-app/public/skills/googlesheets-automation/SKILL.md
+++ b/web-app/public/skills/googlesheets-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: googlesheets-automation
-description: "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
+description: Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Google Sheets Automation via Rube MCP
diff --git a/web-app/public/skills/grafana-dashboards/SKILL.md b/web-app/public/skills/grafana-dashboards/SKILL.md
index 61baa475..cbee3fc7 100644
--- a/web-app/public/skills/grafana-dashboards/SKILL.md
+++ b/web-app/public/skills/grafana-dashboards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: grafana-dashboards
-description: "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
+description: Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Grafana Dashboards
diff --git a/web-app/public/skills/graphql-architect/SKILL.md b/web-app/public/skills/graphql-architect/SKILL.md
index a5f61ac2..100f347e 100644
--- a/web-app/public/skills/graphql-architect/SKILL.md
+++ b/web-app/public/skills/graphql-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern GraphQL with federation, performance optimization, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/graphql/SKILL.md b/web-app/public/skills/graphql/SKILL.md
index 31b7b468..c16f409e 100644
--- a/web-app/public/skills/graphql/SKILL.md
+++ b/web-app/public/skills/graphql/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: graphql
-description: "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
+description: GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # GraphQL
diff --git a/web-app/public/skills/grpc-golang/SKILL.md b/web-app/public/skills/grpc-golang/SKILL.md
index 68d41360..8b80df0d 100644
--- a/web-app/public/skills/grpc-golang/SKILL.md
+++ b/web-app/public/skills/grpc-golang/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: grpc-golang
-description: "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
+description: Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # gRPC Golang (gRPC-Go)
diff --git a/web-app/public/skills/helm-chart-scaffolding/SKILL.md b/web-app/public/skills/helm-chart-scaffolding/SKILL.md
index 7905d3ee..6365a5a6 100644
--- a/web-app/public/skills/helm-chart-scaffolding/SKILL.md
+++ b/web-app/public/skills/helm-chart-scaffolding/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: helm-chart-scaffolding
-description: "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
+description: Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Helm Chart Scaffolding
diff --git a/web-app/public/skills/helpdesk-automation/SKILL.md b/web-app/public/skills/helpdesk-automation/SKILL.md
index 6e7cbd4e..a7d86a85 100644
--- a/web-app/public/skills/helpdesk-automation/SKILL.md
+++ b/web-app/public/skills/helpdesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: helpdesk-automation
-description: "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
+description: 'Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # HelpDesk Automation via Rube MCP
diff --git a/web-app/public/skills/hig-components-content/SKILL.md b/web-app/public/skills/hig-components-content/SKILL.md
index 3be2dc41..87261c5c 100644
--- a/web-app/public/skills/hig-components-content/SKILL.md
+++ b/web-app/public/skills/hig-components-content/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for content display components.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 # Apple HIG: Content Components
diff --git a/web-app/public/skills/hig-components-controls/SKILL.md b/web-app/public/skills/hig-components-controls/SKILL.md
index de0d57e4..07701d03 100644
--- a/web-app/public/skills/hig-components-controls/SKILL.md
+++ b/web-app/public/skills/hig-components-controls/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for selection and input controls including picke
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Selection and Input Controls
diff --git a/web-app/public/skills/hig-components-dialogs/SKILL.md b/web-app/public/skills/hig-components-dialogs/SKILL.md
index 564ae0d6..1f8fac73 100644
--- a/web-app/public/skills/hig-components-dialogs/SKILL.md
+++ b/web-app/public/skills/hig-components-dialogs/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for presentation components including alerts, ac
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Presentation Components
diff --git a/web-app/public/skills/hig-components-layout/SKILL.md b/web-app/public/skills/hig-components-layout/SKILL.md
index a1f32ca7..7740f049 100644
--- a/web-app/public/skills/hig-components-layout/SKILL.md
+++ b/web-app/public/skills/hig-components-layout/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for layout and navigation componen
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Layout and Navigation Components
diff --git a/web-app/public/skills/hig-components-menus/SKILL.md b/web-app/public/skills/hig-components-menus/SKILL.md
index 3e03477e..73a5f555 100644
--- a/web-app/public/skills/hig-components-menus/SKILL.md
+++ b/web-app/public/skills/hig-components-menus/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for menu and button components including menus,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Menus and Buttons
diff --git a/web-app/public/skills/hig-components-search/SKILL.md b/web-app/public/skills/hig-components-search/SKILL.md
index 6927481d..e39147bb 100644
--- a/web-app/public/skills/hig-components-search/SKILL.md
+++ b/web-app/public/skills/hig-components-search/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for navigation-related components including sear
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Navigation Components
diff --git a/web-app/public/skills/hig-components-status/SKILL.md b/web-app/public/skills/hig-components-status/SKILL.md
index 2ad17aac..6c3e12ea 100644
--- a/web-app/public/skills/hig-components-status/SKILL.md
+++ b/web-app/public/skills/hig-components-status/SKILL.md
@@ -4,6 +4,7 @@ description: Apple HIG guidance for status and progress UI components including
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Apple HIG: Status Components
diff --git a/web-app/public/skills/hig-components-system/SKILL.md b/web-app/public/skills/hig-components-system/SKILL.md
index e504853d..1d6d3073 100644
--- a/web-app/public/skills/hig-components-system/SKILL.md
+++ b/web-app/public/skills/hig-components-system/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for system experience components: widgets, live
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: System Experiences
diff --git a/web-app/public/skills/hig-foundations/SKILL.md b/web-app/public/skills/hig-foundations/SKILL.md
index 4c6ed762..6f916ea5 100644
--- a/web-app/public/skills/hig-foundations/SKILL.md
+++ b/web-app/public/skills/hig-foundations/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines design foundations.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: Design Foundations
diff --git a/web-app/public/skills/hig-inputs/SKILL.md b/web-app/public/skills/hig-inputs/SKILL.md
index 17ffc569..9023290f 100644
--- a/web-app/public/skills/hig-inputs/SKILL.md
+++ b/web-app/public/skills/hig-inputs/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for input methods and interaction patterns: ges
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Apple HIG: Inputs
diff --git a/web-app/public/skills/hig-patterns/SKILL.md b/web-app/public/skills/hig-patterns/SKILL.md
index 1f00eb63..1c2aeb3f 100644
--- a/web-app/public/skills/hig-patterns/SKILL.md
+++ b/web-app/public/skills/hig-patterns/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines interaction and UX patterns.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Apple HIG: Interaction Patterns
diff --git a/web-app/public/skills/hig-platforms/SKILL.md b/web-app/public/skills/hig-platforms/SKILL.md
index f2b72218..9647e78a 100644
--- a/web-app/public/skills/hig-platforms/SKILL.md
+++ b/web-app/public/skills/hig-platforms/SKILL.md
@@ -4,6 +4,7 @@ description: Apple Human Interface Guidelines for platform-specific design.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 # Apple HIG: Platform Design
diff --git a/web-app/public/skills/hig-project-context/SKILL.md b/web-app/public/skills/hig-project-context/SKILL.md
index ca8e9e85..eadd19e9 100644
--- a/web-app/public/skills/hig-project-context/SKILL.md
+++ b/web-app/public/skills/hig-project-context/SKILL.md
@@ -4,6 +4,7 @@ description: Create or update a shared Apple design context document that other
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Apple HIG: Project Context
diff --git a/web-app/public/skills/hig-technologies/SKILL.md b/web-app/public/skills/hig-technologies/SKILL.md
index 75834e5e..6559cfa1 100644
--- a/web-app/public/skills/hig-technologies/SKILL.md
+++ b/web-app/public/skills/hig-technologies/SKILL.md
@@ -4,6 +4,7 @@ description: 'Apple HIG guidance for Apple technology integrations: Siri, Apple
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Apple HIG: Technologies
diff --git a/web-app/public/skills/hosted-agents-v2-py/SKILL.md b/web-app/public/skills/hosted-agents-v2-py/SKILL.md
index 58ff1e56..3bf726bc 100644
--- a/web-app/public/skills/hosted-agents-v2-py/SKILL.md
+++ b/web-app/public/skills/hosted-agents-v2-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hosted-agents-v2-py
-description: "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
+description: Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/web-app/public/skills/hr-pro/SKILL.md b/web-app/public/skills/hr-pro/SKILL.md
index bfd8a2fa..7f062038 100644
--- a/web-app/public/skills/hr-pro/SKILL.md
+++ b/web-app/public/skills/hr-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Professional, ethical HR partner for hiring, onboarding/offboarding
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/html-injection-testing/SKILL.md b/web-app/public/skills/html-injection-testing/SKILL.md
index 889731f4..bec404fd 100644
--- a/web-app/public/skills/html-injection-testing/SKILL.md
+++ b/web-app/public/skills/html-injection-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: html-injection-testing
-description: "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
+description: This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test conten...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # HTML Injection Testing
diff --git a/web-app/public/skills/hubspot-automation/SKILL.md b/web-app/public/skills/hubspot-automation/SKILL.md
index e70e9d90..8876a023 100644
--- a/web-app/public/skills/hubspot-automation/SKILL.md
+++ b/web-app/public/skills/hubspot-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hubspot-automation
-description: "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
+description: Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # HubSpot CRM Automation via Rube MCP
diff --git a/web-app/public/skills/hubspot-integration/SKILL.md b/web-app/public/skills/hubspot-integration/SKILL.md
index 699ac945..75ddf8b8 100644
--- a/web-app/public/skills/hubspot-integration/SKILL.md
+++ b/web-app/public/skills/hubspot-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hubspot-integration
-description: "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
+description: 'Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # HubSpot Integration
diff --git a/web-app/public/skills/hugging-face-cli/SKILL.md b/web-app/public/skills/hugging-face-cli/SKILL.md
index 7f8d35b2..55e4b23d 100644
--- a/web-app/public/skills/hugging-face-cli/SKILL.md
+++ b/web-app/public/skills/hugging-face-cli/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hugging-face-cli
-description: "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
+description: Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...
 risk: safe
-source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli"
-date_added: "2026-02-27"
+source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Hugging Face CLI
diff --git a/web-app/public/skills/hugging-face-jobs/SKILL.md b/web-app/public/skills/hugging-face-jobs/SKILL.md
index 95bbd469..ba6f8a2c 100644
--- a/web-app/public/skills/hugging-face-jobs/SKILL.md
+++ b/web-app/public/skills/hugging-face-jobs/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hugging-face-jobs
-description: "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
+description: This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...
 risk: safe
-source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs"
-date_added: "2026-02-27"
+source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Running Workloads on Hugging Face Jobs
diff --git a/web-app/public/skills/hybrid-cloud-architect/SKILL.md b/web-app/public/skills/hybrid-cloud-architect/SKILL.md
index d8291906..dc48ff55 100644
--- a/web-app/public/skills/hybrid-cloud-architect/SKILL.md
+++ b/web-app/public/skills/hybrid-cloud-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert hybrid cloud architect specializing in complex multi-cloud s
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/hybrid-cloud-networking/SKILL.md b/web-app/public/skills/hybrid-cloud-networking/SKILL.md
index 52cc72aa..518fb8ee 100644
--- a/web-app/public/skills/hybrid-cloud-networking/SKILL.md
+++ b/web-app/public/skills/hybrid-cloud-networking/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hybrid-cloud-networking
-description: "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
+description: Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Hybrid Cloud Networking
diff --git a/web-app/public/skills/hybrid-search-implementation/SKILL.md b/web-app/public/skills/hybrid-search-implementation/SKILL.md
index 582864de..0072d829 100644
--- a/web-app/public/skills/hybrid-search-implementation/SKILL.md
+++ b/web-app/public/skills/hybrid-search-implementation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: hybrid-search-implementation
-description: "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
+description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Hybrid Search Implementation
diff --git a/web-app/public/skills/idor-testing/SKILL.md b/web-app/public/skills/idor-testing/SKILL.md
index 24dcfcf2..d7ba30f0 100644
--- a/web-app/public/skills/idor-testing/SKILL.md
+++ b/web-app/public/skills/idor-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: idor-testing
-description: "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
+description: This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or obje...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # IDOR Vulnerability Testing
diff --git a/web-app/public/skills/imagen/SKILL.md b/web-app/public/skills/imagen/SKILL.md
index f9b51d85..d166b007 100644
--- a/web-app/public/skills/imagen/SKILL.md
+++ b/web-app/public/skills/imagen/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: imagen
-description: "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
+description: AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
 risk: safe
-source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen"
-date_added: "2026-02-27"
+source: https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen
+date_added: '2026-02-27'
+category: content
 ---
 
 # Imagen - AI Image Generation Skill
diff --git a/web-app/public/skills/incident-responder/SKILL.md b/web-app/public/skills/incident-responder/SKILL.md
index dd407f57..3ae9c8ce 100644
--- a/web-app/public/skills/incident-responder/SKILL.md
+++ b/web-app/public/skills/incident-responder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert SRE incident responder specializing in rapid problem resolut
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/incident-response-smart-fix/SKILL.md b/web-app/public/skills/incident-response-smart-fix/SKILL.md
index e387c8a6..b2e61779 100644
--- a/web-app/public/skills/incident-response-smart-fix/SKILL.md
+++ b/web-app/public/skills/incident-response-smart-fix/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: incident-response-smart-fix
-description: "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
+description: '[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Intelligent Issue Resolution with Multi-Agent Orchestration
diff --git a/web-app/public/skills/infinite-gratitude/SKILL.md b/web-app/public/skills/infinite-gratitude/SKILL.md
index 11c242fe..b0dcbd89 100644
--- a/web-app/public/skills/infinite-gratitude/SKILL.md
+++ b/web-app/public/skills/infinite-gratitude/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: infinite-gratitude
-description: "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
+description: Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
 risk: safe
-source: "https://github.com/sstklen/infinite-gratitude"
-date_added: "2026-02-27"
+source: https://github.com/sstklen/infinite-gratitude
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Infinite Gratitude
diff --git a/web-app/public/skills/inngest/SKILL.md b/web-app/public/skills/inngest/SKILL.md
index df912901..5f398855 100644
--- a/web-app/public/skills/inngest/SKILL.md
+++ b/web-app/public/skills/inngest/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: inngest
-description: "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
+description: 'Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Inngest Integration
diff --git a/web-app/public/skills/instagram-automation/SKILL.md b/web-app/public/skills/instagram-automation/SKILL.md
index bfe20d8a..096ff1d5 100644
--- a/web-app/public/skills/instagram-automation/SKILL.md
+++ b/web-app/public/skills/instagram-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: instagram-automation
-description: "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
+description: 'Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Instagram Automation via Rube MCP
diff --git a/web-app/public/skills/interactive-portfolio/SKILL.md b/web-app/public/skills/interactive-portfolio/SKILL.md
index fe03e977..c2c5d4fe 100644
--- a/web-app/public/skills/interactive-portfolio/SKILL.md
+++ b/web-app/public/skills/interactive-portfolio/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: interactive-portfolio
-description: "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
+description: Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Interactive Portfolio
diff --git a/web-app/public/skills/intercom-automation/SKILL.md b/web-app/public/skills/intercom-automation/SKILL.md
index b25d97c5..a1604445 100644
--- a/web-app/public/skills/intercom-automation/SKILL.md
+++ b/web-app/public/skills/intercom-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: intercom-automation
-description: "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
+description: 'Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Intercom Automation via Rube MCP
diff --git a/web-app/public/skills/internal-comms-anthropic/SKILL.md b/web-app/public/skills/internal-comms-anthropic/SKILL.md
index a09d4614..524e51f4 100644
--- a/web-app/public/skills/internal-comms-anthropic/SKILL.md
+++ b/web-app/public/skills/internal-comms-anthropic/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: internal-comms-anthropic
-description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 ## When to use this skill
diff --git a/web-app/public/skills/internal-comms-community/SKILL.md b/web-app/public/skills/internal-comms-community/SKILL.md
index c76211c3..013a97c5 100644
--- a/web-app/public/skills/internal-comms-community/SKILL.md
+++ b/web-app/public/skills/internal-comms-community/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: internal-comms-community
-description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
+description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 ## When to use this skill
diff --git a/web-app/public/skills/inventory-demand-planning/SKILL.md b/web-app/public/skills/inventory-demand-planning/SKILL.md
index 7396ab51..8b549ed1 100644
--- a/web-app/public/skills/inventory-demand-planning/SKILL.md
+++ b/web-app/public/skills/inventory-demand-planning/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for demand forecasting, safety stock optimisatio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/ios-developer/SKILL.md b/web-app/public/skills/ios-developer/SKILL.md
index 54d4b2d0..7ebc9c92 100644
--- a/web-app/public/skills/ios-developer/SKILL.md
+++ b/web-app/public/skills/ios-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/istio-traffic-management/SKILL.md b/web-app/public/skills/istio-traffic-management/SKILL.md
index 2aa3a892..a3df7d40 100644
--- a/web-app/public/skills/istio-traffic-management/SKILL.md
+++ b/web-app/public/skills/istio-traffic-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: istio-traffic-management
-description: "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
+description: Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Istio Traffic Management
diff --git a/web-app/public/skills/iterate-pr/SKILL.md b/web-app/public/skills/iterate-pr/SKILL.md
index 8f9ff27d..3ad87217 100644
--- a/web-app/public/skills/iterate-pr/SKILL.md
+++ b/web-app/public/skills/iterate-pr/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: iterate-pr
-description: "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
+description: Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
 risk: safe
-source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr"
-date_added: "2026-02-27"
+source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Iterate on PR Until CI Passes
diff --git a/web-app/public/skills/java-pro/SKILL.md b/web-app/public/skills/java-pro/SKILL.md
index b8146afa..2124cdb7 100644
--- a/web-app/public/skills/java-pro/SKILL.md
+++ b/web-app/public/skills/java-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Java 21+ with modern features like virtual threads, pattern
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/javascript-mastery/SKILL.md b/web-app/public/skills/javascript-mastery/SKILL.md
index a2390471..6ea6b82d 100644
--- a/web-app/public/skills/javascript-mastery/SKILL.md
+++ b/web-app/public/skills/javascript-mastery/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-mastery
-description: "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
+description: Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # 🧠 JavaScript Mastery
diff --git a/web-app/public/skills/javascript-pro/SKILL.md b/web-app/public/skills/javascript-pro/SKILL.md
index 35d67164..322b1afe 100644
--- a/web-app/public/skills/javascript-pro/SKILL.md
+++ b/web-app/public/skills/javascript-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern JavaScript with ES6+, async patterns, and Node.js API
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a JavaScript expert specializing in modern JS and async programming.
 
diff --git a/web-app/public/skills/javascript-testing-patterns/SKILL.md b/web-app/public/skills/javascript-testing-patterns/SKILL.md
index 61c117e3..3cbdfb41 100644
--- a/web-app/public/skills/javascript-testing-patterns/SKILL.md
+++ b/web-app/public/skills/javascript-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-testing-patterns
-description: "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
+description: Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # JavaScript Testing Patterns
diff --git a/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md b/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
index e10947da..d94820e2 100644
--- a/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
+++ b/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: javascript-typescript-typescript-scaffold
-description: "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
+description: You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # TypeScript Project Scaffolding
diff --git a/web-app/public/skills/jira-automation/SKILL.md b/web-app/public/skills/jira-automation/SKILL.md
index b8cce785..14535dde 100644
--- a/web-app/public/skills/jira-automation/SKILL.md
+++ b/web-app/public/skills/jira-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: jira-automation
-description: "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
+description: 'Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Jira Automation via Rube MCP
diff --git a/web-app/public/skills/julia-pro/SKILL.md b/web-app/public/skills/julia-pro/SKILL.md
index 2a1f4cbf..e730c59d 100644
--- a/web-app/public/skills/julia-pro/SKILL.md
+++ b/web-app/public/skills/julia-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Julia 1.10+ with modern features, performance optimization,
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/k8s-manifest-generator/SKILL.md b/web-app/public/skills/k8s-manifest-generator/SKILL.md
index dbdce24f..455cd1ee 100644
--- a/web-app/public/skills/k8s-manifest-generator/SKILL.md
+++ b/web-app/public/skills/k8s-manifest-generator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: k8s-manifest-generator
-description: "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
+description: Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Kubernetes Manifest Generator
diff --git a/web-app/public/skills/k8s-security-policies/SKILL.md b/web-app/public/skills/k8s-security-policies/SKILL.md
index 23ace56b..a3fca7e3 100644
--- a/web-app/public/skills/k8s-security-policies/SKILL.md
+++ b/web-app/public/skills/k8s-security-policies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: k8s-security-policies
-description: "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
+description: Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Kubernetes Security Policies
diff --git a/web-app/public/skills/kaizen/SKILL.md b/web-app/public/skills/kaizen/SKILL.md
index 7b4ecbe2..4671b470 100644
--- a/web-app/public/skills/kaizen/SKILL.md
+++ b/web-app/public/skills/kaizen/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kaizen
-description: "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
+description: Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Kaizen: Continuous Improvement
diff --git a/web-app/public/skills/klaviyo-automation/SKILL.md b/web-app/public/skills/klaviyo-automation/SKILL.md
index 90190308..d3b2bc99 100644
--- a/web-app/public/skills/klaviyo-automation/SKILL.md
+++ b/web-app/public/skills/klaviyo-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: klaviyo-automation
-description: "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
+description: 'Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Klaviyo Automation via Rube MCP
diff --git a/web-app/public/skills/kotlin-coroutines-expert/SKILL.md b/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
index 3cc1d32b..ed8be79a 100644
--- a/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
+++ b/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kotlin-coroutines-expert
-description: "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
+description: Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Kotlin Coroutines Expert
diff --git a/web-app/public/skills/kpi-dashboard-design/SKILL.md b/web-app/public/skills/kpi-dashboard-design/SKILL.md
index 8b13f4b5..a003dbd8 100644
--- a/web-app/public/skills/kpi-dashboard-design/SKILL.md
+++ b/web-app/public/skills/kpi-dashboard-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: kpi-dashboard-design
-description: "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
+description: Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # KPI Dashboard Design
diff --git a/web-app/public/skills/kubernetes-architect/SKILL.md b/web-app/public/skills/kubernetes-architect/SKILL.md
index 22c1eb01..e72e60ea 100644
--- a/web-app/public/skills/kubernetes-architect/SKILL.md
+++ b/web-app/public/skills/kubernetes-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Expert Kubernetes architect specializing in cloud-native infrastruc
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.
 
diff --git a/web-app/public/skills/langchain-architecture/SKILL.md b/web-app/public/skills/langchain-architecture/SKILL.md
index ab3ff920..8c6beb1b 100644
--- a/web-app/public/skills/langchain-architecture/SKILL.md
+++ b/web-app/public/skills/langchain-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langchain-architecture
-description: "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
+description: Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangChain Architecture
diff --git a/web-app/public/skills/langfuse/SKILL.md b/web-app/public/skills/langfuse/SKILL.md
index cb4284ce..5ad92de5 100644
--- a/web-app/public/skills/langfuse/SKILL.md
+++ b/web-app/public/skills/langfuse/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langfuse
-description: "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
+description: Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Langfuse
diff --git a/web-app/public/skills/langgraph/SKILL.md b/web-app/public/skills/langgraph/SKILL.md
index 5dd3b126..aa1d59e7 100644
--- a/web-app/public/skills/langgraph/SKILL.md
+++ b/web-app/public/skills/langgraph/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: langgraph
-description: "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
+description: Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangGraph
diff --git a/web-app/public/skills/laravel-expert/SKILL.md b/web-app/public/skills/laravel-expert/SKILL.md
index 1d86e2e9..d6160cda 100644
--- a/web-app/public/skills/laravel-expert/SKILL.md
+++ b/web-app/public/skills/laravel-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: laravel-expert
-description: "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
+description: Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Laravel Expert
diff --git a/web-app/public/skills/laravel-security-audit/SKILL.md b/web-app/public/skills/laravel-security-audit/SKILL.md
index 130957bc..1e8c0a31 100644
--- a/web-app/public/skills/laravel-security-audit/SKILL.md
+++ b/web-app/public/skills/laravel-security-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: laravel-security-audit
-description: "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
+description: Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Laravel Security Audit
diff --git a/web-app/public/skills/last30days/SKILL.md b/web-app/public/skills/last30days/SKILL.md
index 44a52460..f4e43083 100644
--- a/web-app/public/skills/last30days/SKILL.md
+++ b/web-app/public/skills/last30days/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: last30days
-description: "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
+description: Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # last30days: Research Any Topic from the Last 30 Days
diff --git a/web-app/public/skills/legal-advisor/SKILL.md b/web-app/public/skills/legal-advisor/SKILL.md
index 751fefcf..86c822dd 100644
--- a/web-app/public/skills/legal-advisor/SKILL.md
+++ b/web-app/public/skills/legal-advisor/SKILL.md
@@ -4,6 +4,7 @@ description: Draft privacy policies, terms of service, disclaimers, and legal no
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/linear-automation/SKILL.md b/web-app/public/skills/linear-automation/SKILL.md
index 55716327..a40f1e0b 100644
--- a/web-app/public/skills/linear-automation/SKILL.md
+++ b/web-app/public/skills/linear-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linear-automation
-description: "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
+description: 'Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Linear Automation via Rube MCP
diff --git a/web-app/public/skills/linkedin-automation/SKILL.md b/web-app/public/skills/linkedin-automation/SKILL.md
index 65a38ce9..922aec24 100644
--- a/web-app/public/skills/linkedin-automation/SKILL.md
+++ b/web-app/public/skills/linkedin-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkedin-automation
-description: "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
+description: 'Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # LinkedIn Automation via Rube MCP
diff --git a/web-app/public/skills/linkedin-cli/SKILL.md b/web-app/public/skills/linkedin-cli/SKILL.md
index cd48897f..5ba97bfe 100644
--- a/web-app/public/skills/linkedin-cli/SKILL.md
+++ b/web-app/public/skills/linkedin-cli/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkedin-cli
-description: "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
+description: 'Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.'
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/linkerd-patterns/SKILL.md b/web-app/public/skills/linkerd-patterns/SKILL.md
index 5e825d15..463b016f 100644
--- a/web-app/public/skills/linkerd-patterns/SKILL.md
+++ b/web-app/public/skills/linkerd-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linkerd-patterns
-description: "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
+description: Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Linkerd Patterns
diff --git a/web-app/public/skills/lint-and-validate/SKILL.md b/web-app/public/skills/lint-and-validate/SKILL.md
index 55ea1df8..79ae2d7b 100644
--- a/web-app/public/skills/lint-and-validate/SKILL.md
+++ b/web-app/public/skills/lint-and-validate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: lint-and-validate
-description: "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
+description: 'Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Lint and Validate Skill
diff --git a/web-app/public/skills/linux-privilege-escalation/SKILL.md b/web-app/public/skills/linux-privilege-escalation/SKILL.md
index caac0754..8e4bdb6a 100644
--- a/web-app/public/skills/linux-privilege-escalation/SKILL.md
+++ b/web-app/public/skills/linux-privilege-escalation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linux-privilege-escalation
-description: "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
+description: This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "ex...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Linux Privilege Escalation
diff --git a/web-app/public/skills/linux-shell-scripting/SKILL.md b/web-app/public/skills/linux-shell-scripting/SKILL.md
index 7960dddf..9da9df30 100644
--- a/web-app/public/skills/linux-shell-scripting/SKILL.md
+++ b/web-app/public/skills/linux-shell-scripting/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: linux-shell-scripting
-description: "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
+description: This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production she...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Linux Production Shell Scripts
diff --git a/web-app/public/skills/llm-app-patterns/SKILL.md b/web-app/public/skills/llm-app-patterns/SKILL.md
index e10774a2..0204a0bf 100644
--- a/web-app/public/skills/llm-app-patterns/SKILL.md
+++ b/web-app/public/skills/llm-app-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-app-patterns
-description: "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
+description: Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # 🤖 LLM Application Patterns
diff --git a/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md b/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
index 370c8750..7636a8a9 100644
--- a/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-ai-assistant
-description: "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
+description: You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # AI Assistant Development
diff --git a/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md b/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
index 73a721a5..8d706fe4 100644
--- a/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-langchain-agent
-description: "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
+description: You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LangChain/LangGraph Agent Development Expert
diff --git a/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md b/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
index fa4cf8a0..b40b16f8 100644
--- a/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-application-dev-prompt-optimize
-description: "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
+description: You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Prompt Optimization
diff --git a/web-app/public/skills/llm-evaluation/SKILL.md b/web-app/public/skills/llm-evaluation/SKILL.md
index cf129514..27703b66 100644
--- a/web-app/public/skills/llm-evaluation/SKILL.md
+++ b/web-app/public/skills/llm-evaluation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: llm-evaluation
-description: "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
+description: Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # LLM Evaluation
diff --git a/web-app/public/skills/local-legal-seo-audit/SKILL.md b/web-app/public/skills/local-legal-seo-audit/SKILL.md
index 3c9194f8..23691252 100644
--- a/web-app/public/skills/local-legal-seo-audit/SKILL.md
+++ b/web-app/public/skills/local-legal-seo-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: local-legal-seo-audit
-description: "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
+description: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
 risk: safe
 source: original
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Local Legal SEO Audit
diff --git a/web-app/public/skills/logistics-exception-management/SKILL.md b/web-app/public/skills/logistics-exception-management/SKILL.md
index b6d0b86c..1fcb6534 100644
--- a/web-app/public/skills/logistics-exception-management/SKILL.md
+++ b/web-app/public/skills/logistics-exception-management/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for handling freight exceptions, shipment delays
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/loki-mode/SKILL.md b/web-app/public/skills/loki-mode/SKILL.md
index b02bf9e3..c29459a4 100644
--- a/web-app/public/skills/loki-mode/SKILL.md
+++ b/web-app/public/skills/loki-mode/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: loki-mode
-description: "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
+description: Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Loki Mode - Multi-Agent Autonomous Startup System
diff --git a/web-app/public/skills/m365-agents-dotnet/SKILL.md b/web-app/public/skills/m365-agents-dotnet/SKILL.md
index 7a29593f..f114060c 100644
--- a/web-app/public/skills/m365-agents-dotnet/SKILL.md
+++ b/web-app/public/skills/m365-agents-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for .NET. Build multichannel agents for Te
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft 365 Agents SDK (.NET)
diff --git a/web-app/public/skills/m365-agents-py/SKILL.md b/web-app/public/skills/m365-agents-py/SKILL.md
index cd01d928..59f499f4 100644
--- a/web-app/public/skills/m365-agents-py/SKILL.md
+++ b/web-app/public/skills/m365-agents-py/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for Python. Build multichannel agents for
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft 365 Agents SDK (Python)
diff --git a/web-app/public/skills/m365-agents-ts/SKILL.md b/web-app/public/skills/m365-agents-ts/SKILL.md
index ad448969..7079184d 100644
--- a/web-app/public/skills/m365-agents-ts/SKILL.md
+++ b/web-app/public/skills/m365-agents-ts/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft 365 Agents SDK for TypeScript/Node.js.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Microsoft 365 Agents SDK (TypeScript)
diff --git a/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md b/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
index 59f07204..6df24733 100644
--- a/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
+++ b/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: machine-learning-ops-ml-pipeline
-description: "Design and implement a complete ML pipeline for: $ARGUMENTS"
+description: 'Design and implement a complete ML pipeline for: $ARGUMENTS'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Machine Learning Pipeline - Multi-Agent MLOps Orchestration
diff --git a/web-app/public/skills/mailchimp-automation/SKILL.md b/web-app/public/skills/mailchimp-automation/SKILL.md
index 574b46ae..7753debc 100644
--- a/web-app/public/skills/mailchimp-automation/SKILL.md
+++ b/web-app/public/skills/mailchimp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mailchimp-automation
-description: "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Mailchimp Automation via Rube MCP
diff --git a/web-app/public/skills/make-automation/SKILL.md b/web-app/public/skills/make-automation/SKILL.md
index f64d96b3..9df5f05f 100644
--- a/web-app/public/skills/make-automation/SKILL.md
+++ b/web-app/public/skills/make-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: make-automation
-description: "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
+description: 'Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Make Automation via Rube MCP
diff --git a/web-app/public/skills/makepad-skills/SKILL.md b/web-app/public/skills/makepad-skills/SKILL.md
index 0a19222d..df5ae6b4 100644
--- a/web-app/public/skills/makepad-skills/SKILL.md
+++ b/web-app/public/skills/makepad-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: makepad-skills
-description: "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
+description: 'Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.'
 risk: safe
-source: "https://github.com/ZhangHanDong/makepad-skills"
-date_added: "2026-02-27"
+source: https://github.com/ZhangHanDong/makepad-skills
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Makepad Skills
diff --git a/web-app/public/skills/manifest/SKILL.md b/web-app/public/skills/manifest/SKILL.md
index 0386504f..dcc1b5d2 100644
--- a/web-app/public/skills/manifest/SKILL.md
+++ b/web-app/public/skills/manifest/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: manifest
-description: "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
+description: Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Manifest Setup
diff --git a/web-app/public/skills/market-sizing-analysis/SKILL.md b/web-app/public/skills/market-sizing-analysis/SKILL.md
index 584a06ee..1fe0a782 100644
--- a/web-app/public/skills/market-sizing-analysis/SKILL.md
+++ b/web-app/public/skills/market-sizing-analysis/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"calculate TAM\\
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Market Sizing Analysis
diff --git a/web-app/public/skills/marketing-psychology/SKILL.md b/web-app/public/skills/marketing-psychology/SKILL.md
index e6eb588c..747ecff1 100644
--- a/web-app/public/skills/marketing-psychology/SKILL.md
+++ b/web-app/public/skills/marketing-psychology/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: marketing-psychology
-description: "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
+description: Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 # Marketing Psychology & Mental Models
 
diff --git a/web-app/public/skills/mcp-builder-ms/SKILL.md b/web-app/public/skills/mcp-builder-ms/SKILL.md
index 2af203ce..d888f710 100644
--- a/web-app/public/skills/mcp-builder-ms/SKILL.md
+++ b/web-app/public/skills/mcp-builder-ms/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mcp-builder-ms
-description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # MCP Server Development Guide
diff --git a/web-app/public/skills/mcp-builder/SKILL.md b/web-app/public/skills/mcp-builder/SKILL.md
index 0f44572c..658be2d3 100644
--- a/web-app/public/skills/mcp-builder/SKILL.md
+++ b/web-app/public/skills/mcp-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mcp-builder
-description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
+description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # MCP Server Development Guide
diff --git a/web-app/public/skills/memory-safety-patterns/SKILL.md b/web-app/public/skills/memory-safety-patterns/SKILL.md
index 87984368..73c4bc13 100644
--- a/web-app/public/skills/memory-safety-patterns/SKILL.md
+++ b/web-app/public/skills/memory-safety-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: memory-safety-patterns
-description: "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
+description: Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Memory Safety Patterns
diff --git a/web-app/public/skills/mermaid-expert/SKILL.md b/web-app/public/skills/mermaid-expert/SKILL.md
index c2dcee28..668ffc3c 100644
--- a/web-app/public/skills/mermaid-expert/SKILL.md
+++ b/web-app/public/skills/mermaid-expert/SKILL.md
@@ -4,6 +4,7 @@ description: Create Mermaid diagrams for flowcharts, sequences, ERDs, and archit
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/metasploit-framework/SKILL.md b/web-app/public/skills/metasploit-framework/SKILL.md
index 844a2e76..b10897d4 100644
--- a/web-app/public/skills/metasploit-framework/SKILL.md
+++ b/web-app/public/skills/metasploit-framework/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: metasploit-framework
-description: "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
+description: This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exp...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Metasploit Framework
diff --git a/web-app/public/skills/micro-saas-launcher/SKILL.md b/web-app/public/skills/micro-saas-launcher/SKILL.md
index 57457143..7e94ef23 100644
--- a/web-app/public/skills/micro-saas-launcher/SKILL.md
+++ b/web-app/public/skills/micro-saas-launcher/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: micro-saas-launcher
-description: "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
+description: Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Micro-SaaS Launcher
diff --git a/web-app/public/skills/microservices-patterns/SKILL.md b/web-app/public/skills/microservices-patterns/SKILL.md
index 6c3bf1c2..a830e3bf 100644
--- a/web-app/public/skills/microservices-patterns/SKILL.md
+++ b/web-app/public/skills/microservices-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: microservices-patterns
-description: "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
+description: Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Microservices Patterns
diff --git a/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md b/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
index 4306cad5..5879aa81 100644
--- a/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
+++ b/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
@@ -4,6 +4,7 @@ description: Microsoft Entra Authentication Events SDK for .NET. Azure Functions
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Microsoft.Azure.WebJobs.Extensions.AuthenticationEvents (.NET)
diff --git a/web-app/public/skills/microsoft-teams-automation/SKILL.md b/web-app/public/skills/microsoft-teams-automation/SKILL.md
index 39c3aff5..142269cb 100644
--- a/web-app/public/skills/microsoft-teams-automation/SKILL.md
+++ b/web-app/public/skills/microsoft-teams-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: microsoft-teams-automation
-description: "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
+description: 'Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Microsoft Teams Automation via Rube MCP
diff --git a/web-app/public/skills/minecraft-bukkit-pro/SKILL.md b/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
index 66b677c8..b9901e9c 100644
--- a/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
+++ b/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Minecraft server plugin development with Bukkit, Spigot, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/miro-automation/SKILL.md b/web-app/public/skills/miro-automation/SKILL.md
index c55b1932..9d012b60 100644
--- a/web-app/public/skills/miro-automation/SKILL.md
+++ b/web-app/public/skills/miro-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: miro-automation
-description: "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
+description: 'Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Miro Automation via Rube MCP
diff --git a/web-app/public/skills/mixpanel-automation/SKILL.md b/web-app/public/skills/mixpanel-automation/SKILL.md
index d8ff5a6b..6eb4789e 100644
--- a/web-app/public/skills/mixpanel-automation/SKILL.md
+++ b/web-app/public/skills/mixpanel-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mixpanel-automation
-description: "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
+description: 'Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Mixpanel Automation via Rube MCP
diff --git a/web-app/public/skills/ml-engineer/SKILL.md b/web-app/public/skills/ml-engineer/SKILL.md
index ac7d6385..96895203 100644
--- a/web-app/public/skills/ml-engineer/SKILL.md
+++ b/web-app/public/skills/ml-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production ML systems with PyTorch 2.x, TensorFlow, and moder
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/ml-pipeline-workflow/SKILL.md b/web-app/public/skills/ml-pipeline-workflow/SKILL.md
index 16786220..21074ad3 100644
--- a/web-app/public/skills/ml-pipeline-workflow/SKILL.md
+++ b/web-app/public/skills/ml-pipeline-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ml-pipeline-workflow
-description: "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
+description: Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # ML Pipeline Workflow
diff --git a/web-app/public/skills/mlops-engineer/SKILL.md b/web-app/public/skills/mlops-engineer/SKILL.md
index aabf303c..d209c180 100644
--- a/web-app/public/skills/mlops-engineer/SKILL.md
+++ b/web-app/public/skills/mlops-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build comprehensive ML pipelines, experiment tracking, and model re
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/mobile-design/SKILL.md b/web-app/public/skills/mobile-design/SKILL.md
index 9f39db7e..e7fe9892 100644
--- a/web-app/public/skills/mobile-design/SKILL.md
+++ b/web-app/public/skills/mobile-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mobile-design
-description: "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
+description: Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 # Mobile Design System
 
diff --git a/web-app/public/skills/mobile-developer/SKILL.md b/web-app/public/skills/mobile-developer/SKILL.md
index 551d463b..e02d498e 100644
--- a/web-app/public/skills/mobile-developer/SKILL.md
+++ b/web-app/public/skills/mobile-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Develop React Native, Flutter, or native mobile apps with modern ar
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/mobile-security-coder/SKILL.md b/web-app/public/skills/mobile-security-coder/SKILL.md
index 39f58c36..a438f89f 100644
--- a/web-app/public/skills/mobile-security-coder/SKILL.md
+++ b/web-app/public/skills/mobile-security-coder/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in secure mobile coding practices specializing in input vali
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/modern-javascript-patterns/SKILL.md b/web-app/public/skills/modern-javascript-patterns/SKILL.md
index ec2ea0f6..7342f81f 100644
--- a/web-app/public/skills/modern-javascript-patterns/SKILL.md
+++ b/web-app/public/skills/modern-javascript-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: modern-javascript-patterns
-description: "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
+description: Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Modern JavaScript Patterns
diff --git a/web-app/public/skills/monday-automation/SKILL.md b/web-app/public/skills/monday-automation/SKILL.md
index 008b93d1..eec531b6 100644
--- a/web-app/public/skills/monday-automation/SKILL.md
+++ b/web-app/public/skills/monday-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: monday-automation
-description: "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Monday.com Automation via Rube MCP
diff --git a/web-app/public/skills/moodle-external-api-development/SKILL.md b/web-app/public/skills/moodle-external-api-development/SKILL.md
index 3d0e43e4..4539dda6 100644
--- a/web-app/public/skills/moodle-external-api-development/SKILL.md
+++ b/web-app/public/skills/moodle-external-api-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: moodle-external-api-development
-description: "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
+description: Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Moodle External API Development
diff --git a/web-app/public/skills/mtls-configuration/SKILL.md b/web-app/public/skills/mtls-configuration/SKILL.md
index 8eb97d25..65c1bdcf 100644
--- a/web-app/public/skills/mtls-configuration/SKILL.md
+++ b/web-app/public/skills/mtls-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: mtls-configuration
-description: "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
+description: Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # mTLS Configuration
diff --git a/web-app/public/skills/multi-agent-brainstorming/SKILL.md b/web-app/public/skills/multi-agent-brainstorming/SKILL.md
index dbdbebd0..dcc99cd2 100644
--- a/web-app/public/skills/multi-agent-brainstorming/SKILL.md
+++ b/web-app/public/skills/multi-agent-brainstorming/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-agent-brainstorming
-description: "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
+description: Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Multi-Agent Brainstorming (Structured Design Review)
diff --git a/web-app/public/skills/multi-cloud-architecture/SKILL.md b/web-app/public/skills/multi-cloud-architecture/SKILL.md
index 837c5c09..0fbf201b 100644
--- a/web-app/public/skills/multi-cloud-architecture/SKILL.md
+++ b/web-app/public/skills/multi-cloud-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-cloud-architecture
-description: "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
+description: Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Multi-Cloud Architecture
diff --git a/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md b/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
index 2d06bee6..de777208 100644
--- a/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
+++ b/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: multi-platform-apps-multi-platform
-description: "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
+description: Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Multi-Platform Feature Development Workflow
diff --git a/web-app/public/skills/n8n-code-python/SKILL.md b/web-app/public/skills/n8n-code-python/SKILL.md
index ef4d5e2d..db1560d2 100644
--- a/web-app/public/skills/n8n-code-python/SKILL.md
+++ b/web-app/public/skills/n8n-code-python/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-code-python
-description: "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
+description: Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Code Node (Beta)
diff --git a/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md b/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
index d806c319..4bfffe17 100644
--- a/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
+++ b/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-mcp-tools-expert
-description: "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
+description: Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert
+date_added: '2026-02-27'
+category: automation
 ---
 
 # n8n MCP Tools Expert
diff --git a/web-app/public/skills/n8n-node-configuration/SKILL.md b/web-app/public/skills/n8n-node-configuration/SKILL.md
index 97e59ec9..1e0dafbf 100644
--- a/web-app/public/skills/n8n-node-configuration/SKILL.md
+++ b/web-app/public/skills/n8n-node-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: n8n-node-configuration
-description: "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
+description: Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...
 risk: safe
-source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration"
-date_added: "2026-02-27"
+source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # n8n Node Configuration
diff --git a/web-app/public/skills/nanobanana-ppt-skills/SKILL.md b/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
index bb7f1e56..5c09a970 100644
--- a/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
+++ b/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nanobanana-ppt-skills
-description: "AI-powered PPT generation with document analysis and styled images"
+description: AI-powered PPT generation with document analysis and styled images
 risk: safe
-source: "https://github.com/op7418/NanoBanana-PPT-Skills"
-date_added: "2026-02-27"
+source: https://github.com/op7418/NanoBanana-PPT-Skills
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Nanobanana Ppt Skills
diff --git a/web-app/public/skills/neon-postgres/SKILL.md b/web-app/public/skills/neon-postgres/SKILL.md
index 2ef3e006..41171000 100644
--- a/web-app/public/skills/neon-postgres/SKILL.md
+++ b/web-app/public/skills/neon-postgres/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: neon-postgres
-description: "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
+description: 'Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: database
 ---
 
 # Neon Postgres
diff --git a/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md b/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
index d059847d..e7340601 100644
--- a/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
+++ b/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nerdzao-elite-gemini-high
-description: "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
+description: Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # @nerdzao-elite-gemini-high
diff --git a/web-app/public/skills/nerdzao-elite/SKILL.md b/web-app/public/skills/nerdzao-elite/SKILL.md
index a246bf3e..397081fe 100644
--- a/web-app/public/skills/nerdzao-elite/SKILL.md
+++ b/web-app/public/skills/nerdzao-elite/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nerdzao-elite
-description: "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
+description: Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # @nerdzao-elite
diff --git a/web-app/public/skills/network-101/SKILL.md b/web-app/public/skills/network-101/SKILL.md
index 63d52f61..f6a6f6bb 100644
--- a/web-app/public/skills/network-101/SKILL.md
+++ b/web-app/public/skills/network-101/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: network-101
-description: "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
+description: This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or ne...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Network 101
diff --git a/web-app/public/skills/network-engineer/SKILL.md b/web-app/public/skills/network-engineer/SKILL.md
index 6ee44886..70718aff 100644
--- a/web-app/public/skills/network-engineer/SKILL.md
+++ b/web-app/public/skills/network-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert network engineer specializing in modern cloud networking, se
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/nextjs-app-router-patterns/SKILL.md b/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
index dc700acf..c1e3cebb 100644
--- a/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
+++ b/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-app-router-patterns
-description: "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
+description: Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Next.js App Router Patterns
diff --git a/web-app/public/skills/nextjs-best-practices/SKILL.md b/web-app/public/skills/nextjs-best-practices/SKILL.md
index 059d5b2c..426fcd1c 100644
--- a/web-app/public/skills/nextjs-best-practices/SKILL.md
+++ b/web-app/public/skills/nextjs-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-best-practices
-description: "Next.js App Router principles. Server Components, data fetching, routing patterns."
+description: Next.js App Router principles. Server Components, data fetching, routing patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Next.js Best Practices
diff --git a/web-app/public/skills/nextjs-supabase-auth/SKILL.md b/web-app/public/skills/nextjs-supabase-auth/SKILL.md
index 513b826c..33f2a9de 100644
--- a/web-app/public/skills/nextjs-supabase-auth/SKILL.md
+++ b/web-app/public/skills/nextjs-supabase-auth/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nextjs-supabase-auth
-description: "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
+description: 'Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Next.js + Supabase Auth
diff --git a/web-app/public/skills/nft-standards/SKILL.md b/web-app/public/skills/nft-standards/SKILL.md
index 4dffb6eb..18de4c21 100644
--- a/web-app/public/skills/nft-standards/SKILL.md
+++ b/web-app/public/skills/nft-standards/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nft-standards
-description: "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
+description: Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # NFT Standards
diff --git a/web-app/public/skills/nodejs-backend-patterns/SKILL.md b/web-app/public/skills/nodejs-backend-patterns/SKILL.md
index 11aec8f7..188292b4 100644
--- a/web-app/public/skills/nodejs-backend-patterns/SKILL.md
+++ b/web-app/public/skills/nodejs-backend-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nodejs-backend-patterns
-description: "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
+description: Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Node.js Backend Patterns
diff --git a/web-app/public/skills/nodejs-best-practices/SKILL.md b/web-app/public/skills/nodejs-best-practices/SKILL.md
index 9d343714..343674d7 100644
--- a/web-app/public/skills/nodejs-best-practices/SKILL.md
+++ b/web-app/public/skills/nodejs-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nodejs-best-practices
-description: "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
+description: Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Node.js Best Practices
diff --git a/web-app/public/skills/nosql-expert/SKILL.md b/web-app/public/skills/nosql-expert/SKILL.md
index e0bf3745..fd8f5c60 100644
--- a/web-app/public/skills/nosql-expert/SKILL.md
+++ b/web-app/public/skills/nosql-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: nosql-expert
-description: "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
+description: Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # NoSQL Expert Patterns (Cassandra & DynamoDB)
diff --git a/web-app/public/skills/notebooklm/SKILL.md b/web-app/public/skills/notebooklm/SKILL.md
index 67383c4d..6e4d6e03 100644
--- a/web-app/public/skills/notebooklm/SKILL.md
+++ b/web-app/public/skills/notebooklm/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notebooklm
-description: "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
+description: Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # NotebookLM Research Assistant Skill
diff --git a/web-app/public/skills/notion-automation/SKILL.md b/web-app/public/skills/notion-automation/SKILL.md
index 93ca24bf..85f896e7 100644
--- a/web-app/public/skills/notion-automation/SKILL.md
+++ b/web-app/public/skills/notion-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notion-automation
-description: "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
+description: 'Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Notion Automation via Rube MCP
diff --git a/web-app/public/skills/notion-template-business/SKILL.md b/web-app/public/skills/notion-template-business/SKILL.md
index ef1905bf..ebc04940 100644
--- a/web-app/public/skills/notion-template-business/SKILL.md
+++ b/web-app/public/skills/notion-template-business/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: notion-template-business
-description: "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
+description: Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Notion Template Business
diff --git a/web-app/public/skills/observability-engineer/SKILL.md b/web-app/public/skills/observability-engineer/SKILL.md
index 2240bf2d..a5f1e973 100644
--- a/web-app/public/skills/observability-engineer/SKILL.md
+++ b/web-app/public/skills/observability-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Build production-ready monitoring, logging, and tracing systems. Im
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.
 
diff --git a/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md b/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
index f7e61b3a..5cc9adfc 100644
--- a/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
+++ b/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observability-monitoring-monitor-setup
-description: "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
+description: You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Monitoring and Observability Setup
diff --git a/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md b/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
index 4b9f1a61..5d5fa0cf 100644
--- a/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
+++ b/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observability-monitoring-slo-implement
-description: "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
+description: You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # SLO Implementation Guide
diff --git a/web-app/public/skills/observe-whatsapp/SKILL.md b/web-app/public/skills/observe-whatsapp/SKILL.md
index 0010b24c..7544d4c5 100644
--- a/web-app/public/skills/observe-whatsapp/SKILL.md
+++ b/web-app/public/skills/observe-whatsapp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: observe-whatsapp
-description: "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
+description: 'Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...'
 risk: safe
-source: "https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp"
-date_added: "2026-02-27"
+source: https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Observe WhatsApp
diff --git a/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md b/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
index f271f8e8..01edf3d8 100644
--- a/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
+++ b/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: obsidian-clipper-template-creator
-description: "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
+description: Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Obsidian Web Clipper Template Creator
diff --git a/web-app/public/skills/on-call-handoff-patterns/SKILL.md b/web-app/public/skills/on-call-handoff-patterns/SKILL.md
index 3a017ffc..9729b1ac 100644
--- a/web-app/public/skills/on-call-handoff-patterns/SKILL.md
+++ b/web-app/public/skills/on-call-handoff-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: on-call-handoff-patterns
-description: "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
+description: Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # On-Call Handoff Patterns
diff --git a/web-app/public/skills/one-drive-automation/SKILL.md b/web-app/public/skills/one-drive-automation/SKILL.md
index 4057b248..5f5be5ea 100644
--- a/web-app/public/skills/one-drive-automation/SKILL.md
+++ b/web-app/public/skills/one-drive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: one-drive-automation
-description: "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # OneDrive Automation via Rube MCP
diff --git a/web-app/public/skills/openapi-spec-generation/SKILL.md b/web-app/public/skills/openapi-spec-generation/SKILL.md
index 91fbd7ea..06c0dc4b 100644
--- a/web-app/public/skills/openapi-spec-generation/SKILL.md
+++ b/web-app/public/skills/openapi-spec-generation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: openapi-spec-generation
-description: "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
+description: Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # OpenAPI Spec Generation
diff --git a/web-app/public/skills/outlook-automation/SKILL.md b/web-app/public/skills/outlook-automation/SKILL.md
index 677caeae..2d1a3efe 100644
--- a/web-app/public/skills/outlook-automation/SKILL.md
+++ b/web-app/public/skills/outlook-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: outlook-automation
-description: "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
+description: 'Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Outlook Automation via Rube MCP
diff --git a/web-app/public/skills/outlook-calendar-automation/SKILL.md b/web-app/public/skills/outlook-calendar-automation/SKILL.md
index a056c0d7..6e0c8440 100644
--- a/web-app/public/skills/outlook-calendar-automation/SKILL.md
+++ b/web-app/public/skills/outlook-calendar-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: outlook-calendar-automation
-description: "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
+description: 'Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Outlook Calendar Automation via Rube MCP
diff --git a/web-app/public/skills/page-cro/SKILL.md b/web-app/public/skills/page-cro/SKILL.md
index 69be3093..fb07b28b 100644
--- a/web-app/public/skills/page-cro/SKILL.md
+++ b/web-app/public/skills/page-cro/SKILL.md
@@ -4,6 +4,7 @@ description: Analyze and optimize individual pages for conversion performance.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 # Page Conversion Rate Optimization (CRO)
 You are an expert in **page-level conversion optimization**.
diff --git a/web-app/public/skills/pagerduty-automation/SKILL.md b/web-app/public/skills/pagerduty-automation/SKILL.md
index 8b1627cd..0ae46884 100644
--- a/web-app/public/skills/pagerduty-automation/SKILL.md
+++ b/web-app/public/skills/pagerduty-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pagerduty-automation
-description: "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
+description: 'Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # PagerDuty Automation via Rube MCP
diff --git a/web-app/public/skills/paid-ads/SKILL.md b/web-app/public/skills/paid-ads/SKILL.md
index c2667999..68960f29 100644
--- a/web-app/public/skills/paid-ads/SKILL.md
+++ b/web-app/public/skills/paid-ads/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paid-ads
-description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
+description: When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Paid Ads
diff --git a/web-app/public/skills/parallel-agents/SKILL.md b/web-app/public/skills/parallel-agents/SKILL.md
index 5d8a939d..e7de28fb 100644
--- a/web-app/public/skills/parallel-agents/SKILL.md
+++ b/web-app/public/skills/parallel-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: parallel-agents
-description: "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
+description: Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Native Parallel Agents
diff --git a/web-app/public/skills/payment-integration/SKILL.md b/web-app/public/skills/payment-integration/SKILL.md
index 714cd343..0e79033a 100644
--- a/web-app/public/skills/payment-integration/SKILL.md
+++ b/web-app/public/skills/payment-integration/SKILL.md
@@ -4,6 +4,7 @@ description: Integrate Stripe, PayPal, and payment processors. Handles checkout
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/paypal-integration/SKILL.md b/web-app/public/skills/paypal-integration/SKILL.md
index d01c3f3e..6d44ce15 100644
--- a/web-app/public/skills/paypal-integration/SKILL.md
+++ b/web-app/public/skills/paypal-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paypal-integration
-description: "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
+description: Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # PayPal Integration
diff --git a/web-app/public/skills/paywall-upgrade-cro/SKILL.md b/web-app/public/skills/paywall-upgrade-cro/SKILL.md
index f1626833..e34e7170 100644
--- a/web-app/public/skills/paywall-upgrade-cro/SKILL.md
+++ b/web-app/public/skills/paywall-upgrade-cro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: paywall-upgrade-cro
-description: "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
+description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal,...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Paywall and Upgrade Screen CRO
diff --git a/web-app/public/skills/pci-compliance/SKILL.md b/web-app/public/skills/pci-compliance/SKILL.md
index 468545d5..5b2a4d2c 100644
--- a/web-app/public/skills/pci-compliance/SKILL.md
+++ b/web-app/public/skills/pci-compliance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pci-compliance
-description: "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
+description: Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # PCI Compliance
diff --git a/web-app/public/skills/pdf-official/SKILL.md b/web-app/public/skills/pdf-official/SKILL.md
index 49f27f29..accac911 100644
--- a/web-app/public/skills/pdf-official/SKILL.md
+++ b/web-app/public/skills/pdf-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pdf-official
-description: "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
+description: Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # PDF Processing Guide
diff --git a/web-app/public/skills/pentest-checklist/SKILL.md b/web-app/public/skills/pentest-checklist/SKILL.md
index db3c5e8f..46a1923d 100644
--- a/web-app/public/skills/pentest-checklist/SKILL.md
+++ b/web-app/public/skills/pentest-checklist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pentest-checklist
-description: "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
+description: This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "foll...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Pentest Checklist
diff --git a/web-app/public/skills/pentest-commands/SKILL.md b/web-app/public/skills/pentest-commands/SKILL.md
index 541b5fb4..6af6ff8e 100644
--- a/web-app/public/skills/pentest-commands/SKILL.md
+++ b/web-app/public/skills/pentest-commands/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pentest-commands
-description: "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
+description: This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Pentest Commands
diff --git a/web-app/public/skills/performance-engineer/SKILL.md b/web-app/public/skills/performance-engineer/SKILL.md
index d2d110bb..2dc193e9 100644
--- a/web-app/public/skills/performance-engineer/SKILL.md
+++ b/web-app/public/skills/performance-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-engineer
-description: "Expert performance engineer specializing in modern observability,"
+description: Expert performance engineer specializing in modern observability,
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 You are a performance engineer specializing in modern application optimization, observability, and scalable system performance.
 
diff --git a/web-app/public/skills/performance-profiling/SKILL.md b/web-app/public/skills/performance-profiling/SKILL.md
index 728cb503..25fc5e75 100644
--- a/web-app/public/skills/performance-profiling/SKILL.md
+++ b/web-app/public/skills/performance-profiling/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-profiling
-description: "Performance profiling principles. Measurement, analysis, and optimization techniques."
+description: Performance profiling principles. Measurement, analysis, and optimization techniques.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Performance Profiling
diff --git a/web-app/public/skills/performance-testing-review-ai-review/SKILL.md b/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
index 1a656b2e..8c1c22c9 100644
--- a/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
+++ b/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-testing-review-ai-review
-description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
+description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md b/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
index 6df2c65d..c745a852 100644
--- a/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
+++ b/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: performance-testing-review-multi-agent-review
-description: "Use when working with performance testing review multi agent review"
+description: Use when working with performance testing review multi agent review
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Multi-Agent Code Review Orchestration Tool
diff --git a/web-app/public/skills/php-pro/SKILL.md b/web-app/public/skills/php-pro/SKILL.md
index fb38f4ff..5f7212e8 100644
--- a/web-app/public/skills/php-pro/SKILL.md
+++ b/web-app/public/skills/php-pro/SKILL.md
@@ -10,6 +10,7 @@ description: 'Write idiomatic PHP code with generators, iterators, SPL data
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/pipedrive-automation/SKILL.md b/web-app/public/skills/pipedrive-automation/SKILL.md
index f9160c28..26e54446 100644
--- a/web-app/public/skills/pipedrive-automation/SKILL.md
+++ b/web-app/public/skills/pipedrive-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pipedrive-automation
-description: "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Pipedrive Automation via Rube MCP
diff --git a/web-app/public/skills/plaid-fintech/SKILL.md b/web-app/public/skills/plaid-fintech/SKILL.md
index 4e9dae6d..e4980cf6 100644
--- a/web-app/public/skills/plaid-fintech/SKILL.md
+++ b/web-app/public/skills/plaid-fintech/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: plaid-fintech
-description: "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
+description: Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Plaid Fintech
diff --git a/web-app/public/skills/plan-writing/SKILL.md b/web-app/public/skills/plan-writing/SKILL.md
index c36c0d01..5be08644 100644
--- a/web-app/public/skills/plan-writing/SKILL.md
+++ b/web-app/public/skills/plan-writing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: plan-writing
-description: "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
+description: Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Plan Writing
diff --git a/web-app/public/skills/planning-with-files/SKILL.md b/web-app/public/skills/planning-with-files/SKILL.md
index 433ed3fa..aa9b4ec1 100644
--- a/web-app/public/skills/planning-with-files/SKILL.md
+++ b/web-app/public/skills/planning-with-files/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: planning-with-files
-description: "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Planning with Files
diff --git a/web-app/public/skills/playwright-skill/SKILL.md b/web-app/public/skills/playwright-skill/SKILL.md
index a98bffe4..0a4298a3 100644
--- a/web-app/public/skills/playwright-skill/SKILL.md
+++ b/web-app/public/skills/playwright-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: playwright-skill
-description: "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
+description: Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 **IMPORTANT - Path Resolution:**
diff --git a/web-app/public/skills/podcast-generation/SKILL.md b/web-app/public/skills/podcast-generation/SKILL.md
index 7ca5bbf9..d49a2215 100644
--- a/web-app/public/skills/podcast-generation/SKILL.md
+++ b/web-app/public/skills/podcast-generation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: podcast-generation
-description: "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
+description: Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Podcast Generation with GPT Realtime Mini
diff --git a/web-app/public/skills/popup-cro/SKILL.md b/web-app/public/skills/popup-cro/SKILL.md
index 5dd86483..0c77c499 100644
--- a/web-app/public/skills/popup-cro/SKILL.md
+++ b/web-app/public/skills/popup-cro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: popup-cro
-description: "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
+description: Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 # Popup CRO
 
diff --git a/web-app/public/skills/posix-shell-pro/SKILL.md b/web-app/public/skills/posix-shell-pro/SKILL.md
index 89a2c361..137d4951 100644
--- a/web-app/public/skills/posix-shell-pro/SKILL.md
+++ b/web-app/public/skills/posix-shell-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Expert in strict POSIX sh scripting for maximum portability across
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/postgres-best-practices/SKILL.md b/web-app/public/skills/postgres-best-practices/SKILL.md
index 9400a4e4..773471c6 100644
--- a/web-app/public/skills/postgres-best-practices/SKILL.md
+++ b/web-app/public/skills/postgres-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postgres-best-practices
-description: "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
+description: Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Supabase Postgres Best Practices
diff --git a/web-app/public/skills/postgresql/SKILL.md b/web-app/public/skills/postgresql/SKILL.md
index 04f5c13c..b2ecd307 100644
--- a/web-app/public/skills/postgresql/SKILL.md
+++ b/web-app/public/skills/postgresql/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postgresql
-description: "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
+description: Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # PostgreSQL Table Design 
diff --git a/web-app/public/skills/posthog-automation/SKILL.md b/web-app/public/skills/posthog-automation/SKILL.md
index cbdc173c..82b0d96d 100644
--- a/web-app/public/skills/posthog-automation/SKILL.md
+++ b/web-app/public/skills/posthog-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: posthog-automation
-description: "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
+description: 'Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # PostHog Automation via Rube MCP
diff --git a/web-app/public/skills/postmark-automation/SKILL.md b/web-app/public/skills/postmark-automation/SKILL.md
index d0465f2e..5e1e8307 100644
--- a/web-app/public/skills/postmark-automation/SKILL.md
+++ b/web-app/public/skills/postmark-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postmark-automation
-description: "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
+description: 'Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Postmark Automation via Rube MCP
diff --git a/web-app/public/skills/postmortem-writing/SKILL.md b/web-app/public/skills/postmortem-writing/SKILL.md
index 8be3e9db..d07b7cb5 100644
--- a/web-app/public/skills/postmortem-writing/SKILL.md
+++ b/web-app/public/skills/postmortem-writing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: postmortem-writing
-description: "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
+description: Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Postmortem Writing
diff --git a/web-app/public/skills/pptx-official/SKILL.md b/web-app/public/skills/pptx-official/SKILL.md
index 40c53c73..fbe7b2df 100644
--- a/web-app/public/skills/pptx-official/SKILL.md
+++ b/web-app/public/skills/pptx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pptx-official
-description: "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
+description: 'Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # PPTX creation, editing, and analysis
diff --git a/web-app/public/skills/prisma-expert/SKILL.md b/web-app/public/skills/prisma-expert/SKILL.md
index f22bdf48..e64c91d2 100644
--- a/web-app/public/skills/prisma-expert/SKILL.md
+++ b/web-app/public/skills/prisma-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prisma-expert
-description: "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
+description: Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Prisma Expert
diff --git a/web-app/public/skills/production-code-audit/SKILL.md b/web-app/public/skills/production-code-audit/SKILL.md
index 6e7067d0..1097da42 100644
--- a/web-app/public/skills/production-code-audit/SKILL.md
+++ b/web-app/public/skills/production-code-audit/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: production-code-audit
-description: "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
+description: Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Production Code Audit
diff --git a/web-app/public/skills/programmatic-seo/SKILL.md b/web-app/public/skills/programmatic-seo/SKILL.md
index eddedb4c..d34bc87b 100644
--- a/web-app/public/skills/programmatic-seo/SKILL.md
+++ b/web-app/public/skills/programmatic-seo/SKILL.md
@@ -4,6 +4,7 @@ description: Design and evaluate programmatic SEO strategies for creating SEO-dr
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ---
diff --git a/web-app/public/skills/projection-patterns/SKILL.md b/web-app/public/skills/projection-patterns/SKILL.md
index a3856df7..0a056e38 100644
--- a/web-app/public/skills/projection-patterns/SKILL.md
+++ b/web-app/public/skills/projection-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: projection-patterns
-description: "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
+description: Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Projection Patterns
diff --git a/web-app/public/skills/prometheus-configuration/SKILL.md b/web-app/public/skills/prometheus-configuration/SKILL.md
index d700a811..f24dacda 100644
--- a/web-app/public/skills/prometheus-configuration/SKILL.md
+++ b/web-app/public/skills/prometheus-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prometheus-configuration
-description: "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
+description: Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Prometheus Configuration
diff --git a/web-app/public/skills/prompt-caching/SKILL.md b/web-app/public/skills/prompt-caching/SKILL.md
index eece0066..a6a5d8b8 100644
--- a/web-app/public/skills/prompt-caching/SKILL.md
+++ b/web-app/public/skills/prompt-caching/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prompt-caching
-description: "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
+description: 'Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Prompt Caching
diff --git a/web-app/public/skills/prompt-engineering-patterns/SKILL.md b/web-app/public/skills/prompt-engineering-patterns/SKILL.md
index bef3d6bf..280d7bf3 100644
--- a/web-app/public/skills/prompt-engineering-patterns/SKILL.md
+++ b/web-app/public/skills/prompt-engineering-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: prompt-engineering-patterns
-description: "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
+description: Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Prompt Engineering Patterns
diff --git a/web-app/public/skills/protocol-reverse-engineering/SKILL.md b/web-app/public/skills/protocol-reverse-engineering/SKILL.md
index 2bc5e301..5481a6fe 100644
--- a/web-app/public/skills/protocol-reverse-engineering/SKILL.md
+++ b/web-app/public/skills/protocol-reverse-engineering/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: protocol-reverse-engineering
-description: "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
+description: Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Protocol Reverse Engineering
diff --git a/web-app/public/skills/pydantic-models-py/SKILL.md b/web-app/public/skills/pydantic-models-py/SKILL.md
index 9b00336a..a66ae7b9 100644
--- a/web-app/public/skills/pydantic-models-py/SKILL.md
+++ b/web-app/public/skills/pydantic-models-py/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pydantic-models-py
-description: "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
+description: Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Pydantic Models
diff --git a/web-app/public/skills/pypict-skill/SKILL.md b/web-app/public/skills/pypict-skill/SKILL.md
index aeec5c82..3dc43576 100644
--- a/web-app/public/skills/pypict-skill/SKILL.md
+++ b/web-app/public/skills/pypict-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: pypict-skill
-description: "Pairwise test generation"
+description: Pairwise test generation
 risk: safe
-source: "https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md"
-date_added: "2026-02-27"
+source: https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Pypict Skill
diff --git a/web-app/public/skills/python-development-python-scaffold/SKILL.md b/web-app/public/skills/python-development-python-scaffold/SKILL.md
index ee81c7ec..369bbd26 100644
--- a/web-app/public/skills/python-development-python-scaffold/SKILL.md
+++ b/web-app/public/skills/python-development-python-scaffold/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-development-python-scaffold
-description: "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
+description: You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Project Scaffolding
diff --git a/web-app/public/skills/python-packaging/SKILL.md b/web-app/public/skills/python-packaging/SKILL.md
index 9a1695fb..06c9eee3 100644
--- a/web-app/public/skills/python-packaging/SKILL.md
+++ b/web-app/public/skills/python-packaging/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-packaging
-description: "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
+description: Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Packaging
diff --git a/web-app/public/skills/python-patterns/SKILL.md b/web-app/public/skills/python-patterns/SKILL.md
index 175970b4..a3deb7c0 100644
--- a/web-app/public/skills/python-patterns/SKILL.md
+++ b/web-app/public/skills/python-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-patterns
-description: "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
+description: Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Patterns
diff --git a/web-app/public/skills/python-performance-optimization/SKILL.md b/web-app/public/skills/python-performance-optimization/SKILL.md
index f0eae236..d7289c81 100644
--- a/web-app/public/skills/python-performance-optimization/SKILL.md
+++ b/web-app/public/skills/python-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-performance-optimization
-description: "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
+description: Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Python Performance Optimization
diff --git a/web-app/public/skills/python-pro/SKILL.md b/web-app/public/skills/python-pro/SKILL.md
index bf3876eb..0ea49238 100644
--- a/web-app/public/skills/python-pro/SKILL.md
+++ b/web-app/public/skills/python-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Python 3.12+ with modern features, async programming, perfor
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.
 
diff --git a/web-app/public/skills/python-testing-patterns/SKILL.md b/web-app/public/skills/python-testing-patterns/SKILL.md
index 0cf31b20..998d55ce 100644
--- a/web-app/public/skills/python-testing-patterns/SKILL.md
+++ b/web-app/public/skills/python-testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: python-testing-patterns
-description: "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
+description: Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Python Testing Patterns
diff --git a/web-app/public/skills/quality-nonconformance/SKILL.md b/web-app/public/skills/quality-nonconformance/SKILL.md
index 2c660ca2..d48cafda 100644
--- a/web-app/public/skills/quality-nonconformance/SKILL.md
+++ b/web-app/public/skills/quality-nonconformance/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for quality control, non-conformance investigati
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/quant-analyst/SKILL.md b/web-app/public/skills/quant-analyst/SKILL.md
index 3a0d4058..32160e2e 100644
--- a/web-app/public/skills/quant-analyst/SKILL.md
+++ b/web-app/public/skills/quant-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Build financial models, backtest trading strategies, and analyze ma
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/radix-ui-design-system/SKILL.md b/web-app/public/skills/radix-ui-design-system/SKILL.md
index 0c2e81ae..a5517647 100644
--- a/web-app/public/skills/radix-ui-design-system/SKILL.md
+++ b/web-app/public/skills/radix-ui-design-system/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: radix-ui-design-system
-description: "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
+description: Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Radix UI Design System
diff --git a/web-app/public/skills/rag-engineer/SKILL.md b/web-app/public/skills/rag-engineer/SKILL.md
index a0e5bcad..7bfd2211 100644
--- a/web-app/public/skills/rag-engineer/SKILL.md
+++ b/web-app/public/skills/rag-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: rag-engineer
-description: "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
+description: 'Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # RAG Engineer
diff --git a/web-app/public/skills/react-best-practices/SKILL.md b/web-app/public/skills/react-best-practices/SKILL.md
index bd04c79b..1a19bf31 100644
--- a/web-app/public/skills/react-best-practices/SKILL.md
+++ b/web-app/public/skills/react-best-practices/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-best-practices
-description: "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
+description: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Vercel React Best Practices
diff --git a/web-app/public/skills/react-flow-architect/SKILL.md b/web-app/public/skills/react-flow-architect/SKILL.md
index 6e3b31ba..c81e1720 100644
--- a/web-app/public/skills/react-flow-architect/SKILL.md
+++ b/web-app/public/skills/react-flow-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-flow-architect
-description: "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
+description: Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # ReactFlow Architect
diff --git a/web-app/public/skills/react-flow-node-ts/SKILL.md b/web-app/public/skills/react-flow-node-ts/SKILL.md
index 284a5592..8090d0bb 100644
--- a/web-app/public/skills/react-flow-node-ts/SKILL.md
+++ b/web-app/public/skills/react-flow-node-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-flow-node-ts
-description: "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
+description: Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Flow Node
diff --git a/web-app/public/skills/react-modernization/SKILL.md b/web-app/public/skills/react-modernization/SKILL.md
index cc7e5212..4dbd5469 100644
--- a/web-app/public/skills/react-modernization/SKILL.md
+++ b/web-app/public/skills/react-modernization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-modernization
-description: "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
+description: Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Modernization
diff --git a/web-app/public/skills/react-native-architecture/SKILL.md b/web-app/public/skills/react-native-architecture/SKILL.md
index 283d61d5..c974f92d 100644
--- a/web-app/public/skills/react-native-architecture/SKILL.md
+++ b/web-app/public/skills/react-native-architecture/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-native-architecture
-description: "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
+description: Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # React Native Architecture
diff --git a/web-app/public/skills/react-patterns/SKILL.md b/web-app/public/skills/react-patterns/SKILL.md
index 6bb975ea..9a396175 100644
--- a/web-app/public/skills/react-patterns/SKILL.md
+++ b/web-app/public/skills/react-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-patterns
-description: "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
+description: Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React Patterns
diff --git a/web-app/public/skills/react-state-management/SKILL.md b/web-app/public/skills/react-state-management/SKILL.md
index 2d137b88..1db786ba 100644
--- a/web-app/public/skills/react-state-management/SKILL.md
+++ b/web-app/public/skills/react-state-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-state-management
-description: "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
+description: Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React State Management
diff --git a/web-app/public/skills/react-ui-patterns/SKILL.md b/web-app/public/skills/react-ui-patterns/SKILL.md
index 1b31e085..7ee8a8c1 100644
--- a/web-app/public/skills/react-ui-patterns/SKILL.md
+++ b/web-app/public/skills/react-ui-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: react-ui-patterns
-description: "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
+description: Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # React UI Patterns
diff --git a/web-app/public/skills/readme/SKILL.md b/web-app/public/skills/readme/SKILL.md
index ad093ca7..3f48ae85 100644
--- a/web-app/public/skills/readme/SKILL.md
+++ b/web-app/public/skills/readme/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: readme
-description: "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
+description: When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...
 risk: safe
-source: "https://github.com/Shpigford/skills/tree/main/readme"
-date_added: "2026-02-27"
+source: https://github.com/Shpigford/skills/tree/main/readme
+date_added: '2026-02-27'
+category: content
 ---
 
 # README Generator
diff --git a/web-app/public/skills/receiving-code-review/SKILL.md b/web-app/public/skills/receiving-code-review/SKILL.md
index d06f3263..462151bb 100644
--- a/web-app/public/skills/receiving-code-review/SKILL.md
+++ b/web-app/public/skills/receiving-code-review/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: receiving-code-review
-description: "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
+description: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Code Review Reception
diff --git a/web-app/public/skills/red-team-tools/SKILL.md b/web-app/public/skills/red-team-tools/SKILL.md
index 9690657a..b84d62eb 100644
--- a/web-app/public/skills/red-team-tools/SKILL.md
+++ b/web-app/public/skills/red-team-tools/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: red-team-tools
-description: "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
+description: This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate su...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Red Team Tools and Methodology
diff --git a/web-app/public/skills/reddit-automation/SKILL.md b/web-app/public/skills/reddit-automation/SKILL.md
index cb6fab71..074333be 100644
--- a/web-app/public/skills/reddit-automation/SKILL.md
+++ b/web-app/public/skills/reddit-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: reddit-automation
-description: "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
+description: 'Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Reddit Automation via Rube MCP
diff --git a/web-app/public/skills/reference-builder/SKILL.md b/web-app/public/skills/reference-builder/SKILL.md
index ceebfc4c..f2ea20db 100644
--- a/web-app/public/skills/reference-builder/SKILL.md
+++ b/web-app/public/skills/reference-builder/SKILL.md
@@ -4,6 +4,7 @@ description: Creates exhaustive technical references and API documentation. Gene
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/referral-program/SKILL.md b/web-app/public/skills/referral-program/SKILL.md
index a5f2fed8..8fed7e9f 100644
--- a/web-app/public/skills/referral-program/SKILL.md
+++ b/web-app/public/skills/referral-program/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: referral-program
-description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
+description: When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Referral & Affiliate Programs
diff --git a/web-app/public/skills/remotion-best-practices/SKILL.md b/web-app/public/skills/remotion-best-practices/SKILL.md
index 7d80cc7d..9e911b87 100644
--- a/web-app/public/skills/remotion-best-practices/SKILL.md
+++ b/web-app/public/skills/remotion-best-practices/SKILL.md
@@ -1,10 +1,11 @@
 ---
 name: remotion-best-practices
-description: "Best practices for Remotion - Video creation in React"
+description: Best practices for Remotion - Video creation in React
 risk: unknown
 source: community
-tags: "remotion, video, react, animation, composition"
-date_added: "2026-02-27"
+tags: remotion, video, react, animation, composition
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## When to use
diff --git a/web-app/public/skills/render-automation/SKILL.md b/web-app/public/skills/render-automation/SKILL.md
index 75be2283..2547b1f5 100644
--- a/web-app/public/skills/render-automation/SKILL.md
+++ b/web-app/public/skills/render-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: render-automation
-description: "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
+description: 'Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Render Automation via Rube MCP
diff --git a/web-app/public/skills/research-engineer/SKILL.md b/web-app/public/skills/research-engineer/SKILL.md
index c1690fd4..8a4158b9 100644
--- a/web-app/public/skills/research-engineer/SKILL.md
+++ b/web-app/public/skills/research-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: research-engineer
-description: "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
+description: An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Academic Research Engineer
diff --git a/web-app/public/skills/returns-reverse-logistics/SKILL.md b/web-app/public/skills/returns-reverse-logistics/SKILL.md
index a8c8b12d..926a44b5 100644
--- a/web-app/public/skills/returns-reverse-logistics/SKILL.md
+++ b/web-app/public/skills/returns-reverse-logistics/SKILL.md
@@ -4,6 +4,7 @@ description: Codified expertise for returns authorisation, receipt and inspectio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/reverse-engineer/SKILL.md b/web-app/public/skills/reverse-engineer/SKILL.md
index 25471253..c62e1efb 100644
--- a/web-app/public/skills/reverse-engineer/SKILL.md
+++ b/web-app/public/skills/reverse-engineer/SKILL.md
@@ -4,6 +4,7 @@ description: Expert reverse engineer specializing in binary analysis, disassembl
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # Common RE scripting environments
diff --git a/web-app/public/skills/risk-metrics-calculation/SKILL.md b/web-app/public/skills/risk-metrics-calculation/SKILL.md
index 0619234f..30127bbe 100644
--- a/web-app/public/skills/risk-metrics-calculation/SKILL.md
+++ b/web-app/public/skills/risk-metrics-calculation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: risk-metrics-calculation
-description: "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
+description: Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Risk Metrics Calculation
diff --git a/web-app/public/skills/ruby-pro/SKILL.md b/web-app/public/skills/ruby-pro/SKILL.md
index 5c31d50a..1496214a 100644
--- a/web-app/public/skills/ruby-pro/SKILL.md
+++ b/web-app/public/skills/ruby-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Write idiomatic Ruby code with metaprogramming, Rails patterns, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/rust-async-patterns/SKILL.md b/web-app/public/skills/rust-async-patterns/SKILL.md
index c5f23f94..445fa6e3 100644
--- a/web-app/public/skills/rust-async-patterns/SKILL.md
+++ b/web-app/public/skills/rust-async-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: rust-async-patterns
-description: "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
+description: Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Rust Async Patterns
diff --git a/web-app/public/skills/rust-pro/SKILL.md b/web-app/public/skills/rust-pro/SKILL.md
index 8044632c..2c2c185a 100644
--- a/web-app/public/skills/rust-pro/SKILL.md
+++ b/web-app/public/skills/rust-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Rust 1.75+ with modern async patterns, advanced type system
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.
 
diff --git a/web-app/public/skills/saga-orchestration/SKILL.md b/web-app/public/skills/saga-orchestration/SKILL.md
index 59dfd9e0..63321330 100644
--- a/web-app/public/skills/saga-orchestration/SKILL.md
+++ b/web-app/public/skills/saga-orchestration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: saga-orchestration
-description: "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
+description: Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Saga Orchestration
diff --git a/web-app/public/skills/sales-automator/SKILL.md b/web-app/public/skills/sales-automator/SKILL.md
index cd2c0b3c..e3a27b93 100644
--- a/web-app/public/skills/sales-automator/SKILL.md
+++ b/web-app/public/skills/sales-automator/SKILL.md
@@ -10,6 +10,7 @@ description: 'Draft cold emails, follow-ups, and proposal templates. Creates
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/salesforce-automation/SKILL.md b/web-app/public/skills/salesforce-automation/SKILL.md
index 7d48b4b5..03d90a5a 100644
--- a/web-app/public/skills/salesforce-automation/SKILL.md
+++ b/web-app/public/skills/salesforce-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: salesforce-automation
-description: "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
+description: 'Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Salesforce Automation via Rube MCP
diff --git a/web-app/public/skills/salesforce-development/SKILL.md b/web-app/public/skills/salesforce-development/SKILL.md
index 87dc1588..80bcb58a 100644
--- a/web-app/public/skills/salesforce-development/SKILL.md
+++ b/web-app/public/skills/salesforce-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: salesforce-development
-description: "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
+description: Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Salesforce Development
diff --git a/web-app/public/skills/sast-configuration/SKILL.md b/web-app/public/skills/sast-configuration/SKILL.md
index 6102981a..93a3321b 100644
--- a/web-app/public/skills/sast-configuration/SKILL.md
+++ b/web-app/public/skills/sast-configuration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sast-configuration
-description: "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
+description: Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # SAST Configuration
diff --git a/web-app/public/skills/scala-pro/SKILL.md b/web-app/public/skills/scala-pro/SKILL.md
index 524a77a4..95fc8b54 100644
--- a/web-app/public/skills/scala-pro/SKILL.md
+++ b/web-app/public/skills/scala-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master enterprise-grade Scala development with functional programmi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/scanning-tools/SKILL.md b/web-app/public/skills/scanning-tools/SKILL.md
index dde3d291..f0027a03 100644
--- a/web-app/public/skills/scanning-tools/SKILL.md
+++ b/web-app/public/skills/scanning-tools/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: scanning-tools
-description: "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
+description: This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detec...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Scanning Tools
diff --git a/web-app/public/skills/schema-markup/SKILL.md b/web-app/public/skills/schema-markup/SKILL.md
index baeaae74..e1eafda2 100644
--- a/web-app/public/skills/schema-markup/SKILL.md
+++ b/web-app/public/skills/schema-markup/SKILL.md
@@ -4,6 +4,7 @@ description: Design, validate, and optimize schema.org structured data for eligi
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ---
diff --git a/web-app/public/skills/screen-reader-testing/SKILL.md b/web-app/public/skills/screen-reader-testing/SKILL.md
index cec02fef..98de4c7e 100644
--- a/web-app/public/skills/screen-reader-testing/SKILL.md
+++ b/web-app/public/skills/screen-reader-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: screen-reader-testing
-description: "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
+description: Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Screen Reader Testing
diff --git a/web-app/public/skills/screenshots/SKILL.md b/web-app/public/skills/screenshots/SKILL.md
index 95f98815..e8a32635 100644
--- a/web-app/public/skills/screenshots/SKILL.md
+++ b/web-app/public/skills/screenshots/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: screenshots
-description: "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
+description: Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
 risk: safe
-source: "https://github.com/Shpigford/skills/tree/main/screenshots"
-date_added: "2026-02-27"
+source: https://github.com/Shpigford/skills/tree/main/screenshots
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Screenshots
diff --git a/web-app/public/skills/scroll-experience/SKILL.md b/web-app/public/skills/scroll-experience/SKILL.md
index 2a3ff48e..abc52584 100644
--- a/web-app/public/skills/scroll-experience/SKILL.md
+++ b/web-app/public/skills/scroll-experience/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: scroll-experience
-description: "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
+description: Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Scroll Experience
diff --git a/web-app/public/skills/search-specialist/SKILL.md b/web-app/public/skills/search-specialist/SKILL.md
index a0a8fb49..147c74db 100644
--- a/web-app/public/skills/search-specialist/SKILL.md
+++ b/web-app/public/skills/search-specialist/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: search-specialist
-description: "Expert web researcher using advanced search techniques and"
+description: Expert web researcher using advanced search techniques and
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/secrets-management/SKILL.md b/web-app/public/skills/secrets-management/SKILL.md
index 2a1f12b4..57ce314b 100644
--- a/web-app/public/skills/secrets-management/SKILL.md
+++ b/web-app/public/skills/secrets-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: secrets-management
-description: "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
+description: Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Secrets Management
diff --git a/web-app/public/skills/security-auditor/SKILL.md b/web-app/public/skills/security-auditor/SKILL.md
index e034df8d..5e9199c1 100644
--- a/web-app/public/skills/security-auditor/SKILL.md
+++ b/web-app/public/skills/security-auditor/SKILL.md
@@ -4,6 +4,7 @@ description: Expert security auditor specializing in DevSecOps, comprehensive cy
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.
 
diff --git a/web-app/public/skills/security-bluebook-builder/SKILL.md b/web-app/public/skills/security-bluebook-builder/SKILL.md
index 6993a716..4810c44a 100644
--- a/web-app/public/skills/security-bluebook-builder/SKILL.md
+++ b/web-app/public/skills/security-bluebook-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-bluebook-builder
-description: "Build security Blue Books for sensitive apps"
+description: Build security Blue Books for sensitive apps
 risk: safe
-source: "https://github.com/SHADOWPR0/security-bluebook-builder"
-date_added: "2026-02-27"
+source: https://github.com/SHADOWPR0/security-bluebook-builder
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Bluebook Builder
diff --git a/web-app/public/skills/security-compliance-compliance-check/SKILL.md b/web-app/public/skills/security-compliance-compliance-check/SKILL.md
index 8f9c7c00..c5bf27dd 100644
--- a/web-app/public/skills/security-compliance-compliance-check/SKILL.md
+++ b/web-app/public/skills/security-compliance-compliance-check/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-compliance-compliance-check
-description: "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
+description: You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Regulatory Compliance Check
diff --git a/web-app/public/skills/security-requirement-extraction/SKILL.md b/web-app/public/skills/security-requirement-extraction/SKILL.md
index 6faeae7f..f8a25ef7 100644
--- a/web-app/public/skills/security-requirement-extraction/SKILL.md
+++ b/web-app/public/skills/security-requirement-extraction/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-requirement-extraction
-description: "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
+description: Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Security Requirement Extraction
diff --git a/web-app/public/skills/security-scanning-security-dependencies/SKILL.md b/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
index 51fcbb27..64ffb4a5 100644
--- a/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-scanning-security-dependencies
-description: "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
+description: You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Dependency Vulnerability Scanning
diff --git a/web-app/public/skills/security-scanning-security-hardening/SKILL.md b/web-app/public/skills/security-scanning-security-hardening/SKILL.md
index b3b9953d..56fdb662 100644
--- a/web-app/public/skills/security-scanning-security-hardening/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-hardening/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: security-scanning-security-hardening
-description: "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
+description: Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
diff --git a/web-app/public/skills/security-scanning-security-sast/SKILL.md b/web-app/public/skills/security-scanning-security-sast/SKILL.md
index 615690d0..f292e630 100644
--- a/web-app/public/skills/security-scanning-security-sast/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-sast/SKILL.md
@@ -8,6 +8,7 @@ description: 'Static Application Security Testing (SAST) for code vulnerability
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: security
 ---
 # SAST Security Plugin
 
diff --git a/web-app/public/skills/segment-automation/SKILL.md b/web-app/public/skills/segment-automation/SKILL.md
index b5dc6b4b..de6a26d2 100644
--- a/web-app/public/skills/segment-automation/SKILL.md
+++ b/web-app/public/skills/segment-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: segment-automation
-description: "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
+description: 'Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Segment Automation via Rube MCP
diff --git a/web-app/public/skills/segment-cdp/SKILL.md b/web-app/public/skills/segment-cdp/SKILL.md
index 6b0fc222..53a95131 100644
--- a/web-app/public/skills/segment-cdp/SKILL.md
+++ b/web-app/public/skills/segment-cdp/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: segment-cdp
-description: "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
+description: Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Segment CDP
diff --git a/web-app/public/skills/sendgrid-automation/SKILL.md b/web-app/public/skills/sendgrid-automation/SKILL.md
index 74607408..b1353bd8 100644
--- a/web-app/public/skills/sendgrid-automation/SKILL.md
+++ b/web-app/public/skills/sendgrid-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sendgrid-automation
-description: "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
+description: Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # SendGrid Automation via Rube MCP
diff --git a/web-app/public/skills/senior-architect/SKILL.md b/web-app/public/skills/senior-architect/SKILL.md
index f670866e..8ccebd5c 100644
--- a/web-app/public/skills/senior-architect/SKILL.md
+++ b/web-app/public/skills/senior-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: senior-architect
-description: "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
+description: Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Senior Architect
diff --git a/web-app/public/skills/senior-fullstack/SKILL.md b/web-app/public/skills/senior-fullstack/SKILL.md
index 13346f7a..19220479 100644
--- a/web-app/public/skills/senior-fullstack/SKILL.md
+++ b/web-app/public/skills/senior-fullstack/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: senior-fullstack
-description: "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
+description: Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Senior Fullstack
diff --git a/web-app/public/skills/sentry-automation/SKILL.md b/web-app/public/skills/sentry-automation/SKILL.md
index 1ce20336..fe477b05 100644
--- a/web-app/public/skills/sentry-automation/SKILL.md
+++ b/web-app/public/skills/sentry-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sentry-automation
-description: "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
+description: 'Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Sentry Automation via Rube MCP
diff --git a/web-app/public/skills/seo-audit/SKILL.md b/web-app/public/skills/seo-audit/SKILL.md
index c18b817e..2f9cec40 100644
--- a/web-app/public/skills/seo-audit/SKILL.md
+++ b/web-app/public/skills/seo-audit/SKILL.md
@@ -4,6 +4,7 @@ description: Diagnose and audit SEO issues affecting crawlability, indexation, r
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 # SEO Audit
diff --git a/web-app/public/skills/seo-authority-builder/SKILL.md b/web-app/public/skills/seo-authority-builder/SKILL.md
index 0b0f5605..c87e3f9c 100644
--- a/web-app/public/skills/seo-authority-builder/SKILL.md
+++ b/web-app/public/skills/seo-authority-builder/SKILL.md
@@ -10,6 +10,7 @@ description: 'Analyzes content for E-E-A-T signals and suggests improvements to
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-cannibalization-detector/SKILL.md b/web-app/public/skills/seo-cannibalization-detector/SKILL.md
index 3e909530..bf9aadda 100644
--- a/web-app/public/skills/seo-cannibalization-detector/SKILL.md
+++ b/web-app/public/skills/seo-cannibalization-detector/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes multiple provided pages to identify keyword overlap and po
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-auditor/SKILL.md b/web-app/public/skills/seo-content-auditor/SKILL.md
index a14c617b..f36d175e 100644
--- a/web-app/public/skills/seo-content-auditor/SKILL.md
+++ b/web-app/public/skills/seo-content-auditor/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes provided content for quality, E-E-A-T signals, and SEO bes
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-planner/SKILL.md b/web-app/public/skills/seo-content-planner/SKILL.md
index e0c11ab9..45aff1c8 100644
--- a/web-app/public/skills/seo-content-planner/SKILL.md
+++ b/web-app/public/skills/seo-content-planner/SKILL.md
@@ -10,6 +10,7 @@ description: 'Creates comprehensive content outlines and topic clusters for SEO.
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-refresher/SKILL.md b/web-app/public/skills/seo-content-refresher/SKILL.md
index 3be73f8d..a75b1688 100644
--- a/web-app/public/skills/seo-content-refresher/SKILL.md
+++ b/web-app/public/skills/seo-content-refresher/SKILL.md
@@ -4,6 +4,7 @@ description: Identifies outdated elements in provided content and suggests updat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-writer/SKILL.md b/web-app/public/skills/seo-content-writer/SKILL.md
index 4933f61b..cc968b5b 100644
--- a/web-app/public/skills/seo-content-writer/SKILL.md
+++ b/web-app/public/skills/seo-content-writer/SKILL.md
@@ -4,6 +4,7 @@ description: Writes SEO-optimized content based on provided keywords and topic b
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-forensic-incident-response/SKILL.md b/web-app/public/skills/seo-forensic-incident-response/SKILL.md
index 3f0bfb1b..b5cd8f92 100644
--- a/web-app/public/skills/seo-forensic-incident-response/SKILL.md
+++ b/web-app/public/skills/seo-forensic-incident-response/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: seo-forensic-incident-response
-description: "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
+description: Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
 risk: safe
 source: original
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # SEO Forensic Incident Response
diff --git a/web-app/public/skills/seo-fundamentals/SKILL.md b/web-app/public/skills/seo-fundamentals/SKILL.md
index f79011fa..47363a3d 100644
--- a/web-app/public/skills/seo-fundamentals/SKILL.md
+++ b/web-app/public/skills/seo-fundamentals/SKILL.md
@@ -4,6 +4,7 @@ description: Core principles of SEO including E-E-A-T, Core Web Vitals, technica
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ---
diff --git a/web-app/public/skills/seo-keyword-strategist/SKILL.md b/web-app/public/skills/seo-keyword-strategist/SKILL.md
index 7899670b..ede7fbb2 100644
--- a/web-app/public/skills/seo-keyword-strategist/SKILL.md
+++ b/web-app/public/skills/seo-keyword-strategist/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes keyword usage in provided content, calculates density, sug
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-meta-optimizer/SKILL.md b/web-app/public/skills/seo-meta-optimizer/SKILL.md
index 5deba72b..03a74918 100644
--- a/web-app/public/skills/seo-meta-optimizer/SKILL.md
+++ b/web-app/public/skills/seo-meta-optimizer/SKILL.md
@@ -4,6 +4,7 @@ description: Creates optimized meta titles, descriptions, and URL suggestions ba
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-snippet-hunter/SKILL.md b/web-app/public/skills/seo-snippet-hunter/SKILL.md
index b47ad1d7..12e07ed4 100644
--- a/web-app/public/skills/seo-snippet-hunter/SKILL.md
+++ b/web-app/public/skills/seo-snippet-hunter/SKILL.md
@@ -4,6 +4,7 @@ description: Formats content to be eligible for featured snippets and SERP featu
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-structure-architect/SKILL.md b/web-app/public/skills/seo-structure-architect/SKILL.md
index d62f99bc..ab504e45 100644
--- a/web-app/public/skills/seo-structure-architect/SKILL.md
+++ b/web-app/public/skills/seo-structure-architect/SKILL.md
@@ -4,6 +4,7 @@ description: Analyzes and optimizes content structure including header hierarchy
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/server-management/SKILL.md b/web-app/public/skills/server-management/SKILL.md
index 0e6d9e2a..832a4dc1 100644
--- a/web-app/public/skills/server-management/SKILL.md
+++ b/web-app/public/skills/server-management/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: server-management
-description: "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
+description: Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Server Management
diff --git a/web-app/public/skills/service-mesh-expert/SKILL.md b/web-app/public/skills/service-mesh-expert/SKILL.md
index 83262c00..74ccbd9d 100644
--- a/web-app/public/skills/service-mesh-expert/SKILL.md
+++ b/web-app/public/skills/service-mesh-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: service-mesh-expert
-description: "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
+description: Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Service Mesh Expert
diff --git a/web-app/public/skills/service-mesh-observability/SKILL.md b/web-app/public/skills/service-mesh-observability/SKILL.md
index fcbf6454..6b816a8e 100644
--- a/web-app/public/skills/service-mesh-observability/SKILL.md
+++ b/web-app/public/skills/service-mesh-observability/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: service-mesh-observability
-description: "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
+description: Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Service Mesh Observability
diff --git a/web-app/public/skills/shader-programming-glsl/SKILL.md b/web-app/public/skills/shader-programming-glsl/SKILL.md
index fc4acd24..e0d37b70 100644
--- a/web-app/public/skills/shader-programming-glsl/SKILL.md
+++ b/web-app/public/skills/shader-programming-glsl/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shader-programming-glsl
-description: "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
+description: Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
 risk: safe
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Shader Programming GLSL
diff --git a/web-app/public/skills/sharp-edges/SKILL.md b/web-app/public/skills/sharp-edges/SKILL.md
index c4a407ae..5dfae76a 100644
--- a/web-app/public/skills/sharp-edges/SKILL.md
+++ b/web-app/public/skills/sharp-edges/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sharp-edges
-description: "Identify error-prone APIs and dangerous configurations"
+description: Identify error-prone APIs and dangerous configurations
 risk: safe
-source: "https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges"
-date_added: "2026-02-27"
+source: https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Sharp Edges
diff --git a/web-app/public/skills/shodan-reconnaissance/SKILL.md b/web-app/public/skills/shodan-reconnaissance/SKILL.md
index 9865da90..e07a2cf2 100644
--- a/web-app/public/skills/shodan-reconnaissance/SKILL.md
+++ b/web-app/public/skills/shodan-reconnaissance/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shodan-reconnaissance
-description: "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
+description: This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Shodan Reconnaissance and Pentesting
diff --git a/web-app/public/skills/shopify-apps/SKILL.md b/web-app/public/skills/shopify-apps/SKILL.md
index b4b68545..c057bb3e 100644
--- a/web-app/public/skills/shopify-apps/SKILL.md
+++ b/web-app/public/skills/shopify-apps/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shopify-apps
-description: "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
+description: Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Shopify Apps
diff --git a/web-app/public/skills/shopify-automation/SKILL.md b/web-app/public/skills/shopify-automation/SKILL.md
index 96fbffc5..8f9b8a04 100644
--- a/web-app/public/skills/shopify-automation/SKILL.md
+++ b/web-app/public/skills/shopify-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: shopify-automation
-description: "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
+description: 'Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Shopify Automation via Rube MCP
diff --git a/web-app/public/skills/shopify-development/SKILL.md b/web-app/public/skills/shopify-development/SKILL.md
index 6699b38b..a34debee 100644
--- a/web-app/public/skills/shopify-development/SKILL.md
+++ b/web-app/public/skills/shopify-development/SKILL.md
@@ -4,6 +4,7 @@ description: Build Shopify apps, extensions, themes using GraphQL Admin API, Sho
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Shopify Development Skill
diff --git a/web-app/public/skills/similarity-search-patterns/SKILL.md b/web-app/public/skills/similarity-search-patterns/SKILL.md
index 49acd5d4..879e1869 100644
--- a/web-app/public/skills/similarity-search-patterns/SKILL.md
+++ b/web-app/public/skills/similarity-search-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: similarity-search-patterns
-description: "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
+description: Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Similarity Search Patterns
diff --git a/web-app/public/skills/skill-creator-ms/SKILL.md b/web-app/public/skills/skill-creator-ms/SKILL.md
index 081d87e6..78c0068a 100644
--- a/web-app/public/skills/skill-creator-ms/SKILL.md
+++ b/web-app/public/skills/skill-creator-ms/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-creator-ms
-description: "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
+description: Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Skill Creator
diff --git a/web-app/public/skills/skill-developer/SKILL.md b/web-app/public/skills/skill-developer/SKILL.md
index 85979568..40372855 100644
--- a/web-app/public/skills/skill-developer/SKILL.md
+++ b/web-app/public/skills/skill-developer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-developer
-description: "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
+description: Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Skill Developer Guide
diff --git a/web-app/public/skills/skill-rails-upgrade/SKILL.md b/web-app/public/skills/skill-rails-upgrade/SKILL.md
index 0bbcda5e..c279380b 100644
--- a/web-app/public/skills/skill-rails-upgrade/SKILL.md
+++ b/web-app/public/skills/skill-rails-upgrade/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-rails-upgrade
-description: "Analyze Rails apps and provide upgrade assessments"
+description: Analyze Rails apps and provide upgrade assessments
 risk: safe
-source: "https://github.com/robzolkos/skill-rails-upgrade"
-date_added: "2026-02-27"
+source: https://github.com/robzolkos/skill-rails-upgrade
+date_added: '2026-02-27'
+category: backend
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/skill-seekers/SKILL.md b/web-app/public/skills/skill-seekers/SKILL.md
index 1f1f9ec8..516977d1 100644
--- a/web-app/public/skills/skill-seekers/SKILL.md
+++ b/web-app/public/skills/skill-seekers/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: skill-seekers
-description: "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
+description: -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
 risk: safe
-source: "https://github.com/yusufkaraaslan/Skill_Seekers"
-date_added: "2026-02-27"
+source: https://github.com/yusufkaraaslan/Skill_Seekers
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Skill Seekers
diff --git a/web-app/public/skills/slack-automation/SKILL.md b/web-app/public/skills/slack-automation/SKILL.md
index 158f1ba4..1bdc66eb 100644
--- a/web-app/public/skills/slack-automation/SKILL.md
+++ b/web-app/public/skills/slack-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-automation
-description: "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
+description: Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Slack Automation via Rube MCP
diff --git a/web-app/public/skills/slack-bot-builder/SKILL.md b/web-app/public/skills/slack-bot-builder/SKILL.md
index 5546a7d6..21a8304b 100644
--- a/web-app/public/skills/slack-bot-builder/SKILL.md
+++ b/web-app/public/skills/slack-bot-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-bot-builder
-description: "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
+description: Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Slack Bot Builder
diff --git a/web-app/public/skills/slack-gif-creator/SKILL.md b/web-app/public/skills/slack-gif-creator/SKILL.md
index ca824d29..e55444ff 100644
--- a/web-app/public/skills/slack-gif-creator/SKILL.md
+++ b/web-app/public/skills/slack-gif-creator/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: slack-gif-creator
-description: "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
+description: Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Slack GIF Creator
diff --git a/web-app/public/skills/smtp-penetration-testing/SKILL.md b/web-app/public/skills/smtp-penetration-testing/SKILL.md
index 6255da09..8a424524 100644
--- a/web-app/public/skills/smtp-penetration-testing/SKILL.md
+++ b/web-app/public/skills/smtp-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: smtp-penetration-testing
-description: "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
+description: This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email cre...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # SMTP Penetration Testing
diff --git a/web-app/public/skills/social-content/SKILL.md b/web-app/public/skills/social-content/SKILL.md
index f213beae..f11b8825 100644
--- a/web-app/public/skills/social-content/SKILL.md
+++ b/web-app/public/skills/social-content/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: social-content
-description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
+description: When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Social Content
diff --git a/web-app/public/skills/solidity-security/SKILL.md b/web-app/public/skills/solidity-security/SKILL.md
index d78df4b2..1c5b649a 100644
--- a/web-app/public/skills/solidity-security/SKILL.md
+++ b/web-app/public/skills/solidity-security/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: solidity-security
-description: "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
+description: Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Solidity Security
diff --git a/web-app/public/skills/spark-optimization/SKILL.md b/web-app/public/skills/spark-optimization/SKILL.md
index ba7da0fb..100f77b3 100644
--- a/web-app/public/skills/spark-optimization/SKILL.md
+++ b/web-app/public/skills/spark-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: spark-optimization
-description: "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
+description: Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Apache Spark Optimization
diff --git a/web-app/public/skills/sql-injection-testing/SKILL.md b/web-app/public/skills/sql-injection-testing/SKILL.md
index ad2bc41c..89d48623 100644
--- a/web-app/public/skills/sql-injection-testing/SKILL.md
+++ b/web-app/public/skills/sql-injection-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sql-injection-testing
-description: "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
+description: This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # SQL Injection Testing
diff --git a/web-app/public/skills/sql-optimization-patterns/SKILL.md b/web-app/public/skills/sql-optimization-patterns/SKILL.md
index 40959815..76eed7a0 100644
--- a/web-app/public/skills/sql-optimization-patterns/SKILL.md
+++ b/web-app/public/skills/sql-optimization-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sql-optimization-patterns
-description: "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
+description: Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # SQL Optimization Patterns
diff --git a/web-app/public/skills/sql-pro/SKILL.md b/web-app/public/skills/sql-pro/SKILL.md
index 15bdf324..0f84fa75 100644
--- a/web-app/public/skills/sql-pro/SKILL.md
+++ b/web-app/public/skills/sql-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master modern SQL with cloud-native databases, OLTP/OLAP optimizati
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: database
 ---
 You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.
 
diff --git a/web-app/public/skills/sqlmap-database-pentesting/SKILL.md b/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
index acd41e17..11600d15 100644
--- a/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
+++ b/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: sqlmap-database-pentesting
-description: "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
+description: This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # SQLMap Database Penetration Testing
diff --git a/web-app/public/skills/square-automation/SKILL.md b/web-app/public/skills/square-automation/SKILL.md
index 6b5d7cf1..fa8fb36f 100644
--- a/web-app/public/skills/square-automation/SKILL.md
+++ b/web-app/public/skills/square-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: square-automation
-description: "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
+description: 'Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Square Automation via Rube MCP
diff --git a/web-app/public/skills/ssh-penetration-testing/SKILL.md b/web-app/public/skills/ssh-penetration-testing/SKILL.md
index 68a5b1c3..1ffaecc3 100644
--- a/web-app/public/skills/ssh-penetration-testing/SKILL.md
+++ b/web-app/public/skills/ssh-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ssh-penetration-testing
-description: "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
+description: This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # SSH Penetration Testing
diff --git a/web-app/public/skills/startup-analyst/SKILL.md b/web-app/public/skills/startup-analyst/SKILL.md
index 1abb4160..9b5c7e6f 100644
--- a/web-app/public/skills/startup-analyst/SKILL.md
+++ b/web-app/public/skills/startup-analyst/SKILL.md
@@ -4,6 +4,7 @@ description: Expert startup business analyst specializing in market sizing, fina
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md b/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
index ec196371..8efadc91 100644
--- a/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
+++ b/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
@@ -8,6 +8,7 @@ description: 'Create detailed 3-5 year financial model with revenue, costs, cash
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Financial Projections
diff --git a/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md b/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
index 04d6ad07..e737f41b 100644
--- a/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
+++ b/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
@@ -8,6 +8,7 @@ description: 'Generate comprehensive market opportunity analysis with TAM/SAM/SO
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 # Market Opportunity Analysis
diff --git a/web-app/public/skills/startup-financial-modeling/SKILL.md b/web-app/public/skills/startup-financial-modeling/SKILL.md
index 2c9c6b65..3da5070e 100644
--- a/web-app/public/skills/startup-financial-modeling/SKILL.md
+++ b/web-app/public/skills/startup-financial-modeling/SKILL.md
@@ -4,6 +4,7 @@ description: This skill should be used when the user asks to \\\"create financia
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: backend
 ---
 
 # Startup Financial Modeling
diff --git a/web-app/public/skills/stitch-ui-design/SKILL.md b/web-app/public/skills/stitch-ui-design/SKILL.md
index 1b7c7822..4190162d 100644
--- a/web-app/public/skills/stitch-ui-design/SKILL.md
+++ b/web-app/public/skills/stitch-ui-design/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stitch-ui-design
-description: "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
+description: Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Stitch UI Design Prompting
diff --git a/web-app/public/skills/stride-analysis-patterns/SKILL.md b/web-app/public/skills/stride-analysis-patterns/SKILL.md
index e3b6f3a2..5b8dcbb8 100644
--- a/web-app/public/skills/stride-analysis-patterns/SKILL.md
+++ b/web-app/public/skills/stride-analysis-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stride-analysis-patterns
-description: "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
+description: Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # STRIDE Analysis Patterns
diff --git a/web-app/public/skills/stripe-automation/SKILL.md b/web-app/public/skills/stripe-automation/SKILL.md
index 2e63dedf..99ba9735 100644
--- a/web-app/public/skills/stripe-automation/SKILL.md
+++ b/web-app/public/skills/stripe-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stripe-automation
-description: "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
+description: 'Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Stripe Automation via Rube MCP
diff --git a/web-app/public/skills/stripe-integration/SKILL.md b/web-app/public/skills/stripe-integration/SKILL.md
index 44d4ea3d..58a3f048 100644
--- a/web-app/public/skills/stripe-integration/SKILL.md
+++ b/web-app/public/skills/stripe-integration/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: stripe-integration
-description: "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
+description: Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Stripe Integration
diff --git a/web-app/public/skills/subagent-driven-development/SKILL.md b/web-app/public/skills/subagent-driven-development/SKILL.md
index af91b276..ede05b1e 100644
--- a/web-app/public/skills/subagent-driven-development/SKILL.md
+++ b/web-app/public/skills/subagent-driven-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: subagent-driven-development
-description: "Use when executing implementation plans with independent tasks in the current session"
+description: Use when executing implementation plans with independent tasks in the current session
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Subagent-Driven Development
diff --git a/web-app/public/skills/supabase-automation/SKILL.md b/web-app/public/skills/supabase-automation/SKILL.md
index c13cc979..5d4ac8a1 100644
--- a/web-app/public/skills/supabase-automation/SKILL.md
+++ b/web-app/public/skills/supabase-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: supabase-automation
-description: "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Supabase Automation via Rube MCP
diff --git a/web-app/public/skills/swiftui-expert-skill/SKILL.md b/web-app/public/skills/swiftui-expert-skill/SKILL.md
index 11f49c76..c3b8d062 100644
--- a/web-app/public/skills/swiftui-expert-skill/SKILL.md
+++ b/web-app/public/skills/swiftui-expert-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: swiftui-expert-skill
-description: "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
+description: Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...
 risk: safe
-source: "https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill"
-date_added: "2026-02-27"
+source: https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # SwiftUI Expert Skill
diff --git a/web-app/public/skills/systematic-debugging/SKILL.md b/web-app/public/skills/systematic-debugging/SKILL.md
index bdc79b55..0aebfc7d 100644
--- a/web-app/public/skills/systematic-debugging/SKILL.md
+++ b/web-app/public/skills/systematic-debugging/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: systematic-debugging
-description: "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
+description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Systematic Debugging
diff --git a/web-app/public/skills/systems-programming-rust-project/SKILL.md b/web-app/public/skills/systems-programming-rust-project/SKILL.md
index 7fb500d2..9866b441 100644
--- a/web-app/public/skills/systems-programming-rust-project/SKILL.md
+++ b/web-app/public/skills/systems-programming-rust-project/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: systems-programming-rust-project
-description: "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
+description: You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Rust Project Scaffolding
diff --git a/web-app/public/skills/tailwind-design-system/SKILL.md b/web-app/public/skills/tailwind-design-system/SKILL.md
index dbbc9c80..a6052e0c 100644
--- a/web-app/public/skills/tailwind-design-system/SKILL.md
+++ b/web-app/public/skills/tailwind-design-system/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tailwind-design-system
-description: "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
+description: Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Tailwind Design System
diff --git a/web-app/public/skills/tailwind-patterns/SKILL.md b/web-app/public/skills/tailwind-patterns/SKILL.md
index 77597623..2537d289 100644
--- a/web-app/public/skills/tailwind-patterns/SKILL.md
+++ b/web-app/public/skills/tailwind-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tailwind-patterns
-description: "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
+description: Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Tailwind CSS Patterns (v4 - 2025)
diff --git a/web-app/public/skills/tavily-web/SKILL.md b/web-app/public/skills/tavily-web/SKILL.md
index e22cff4a..08dc298d 100644
--- a/web-app/public/skills/tavily-web/SKILL.md
+++ b/web-app/public/skills/tavily-web/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tavily-web
-description: "Web search, content extraction, crawling, and research capabilities using Tavily API"
+description: Web search, content extraction, crawling, and research capabilities using Tavily API
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # tavily-web
diff --git a/web-app/public/skills/tdd-orchestrator/SKILL.md b/web-app/public/skills/tdd-orchestrator/SKILL.md
index 7f6a031d..0b8bf9c6 100644
--- a/web-app/public/skills/tdd-orchestrator/SKILL.md
+++ b/web-app/public/skills/tdd-orchestrator/SKILL.md
@@ -4,6 +4,7 @@ description: Master TDD orchestrator specializing in red-green-refactor discipli
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/tdd-workflow/SKILL.md b/web-app/public/skills/tdd-workflow/SKILL.md
index 15c8f99c..9bfdf7d7 100644
--- a/web-app/public/skills/tdd-workflow/SKILL.md
+++ b/web-app/public/skills/tdd-workflow/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflow
-description: "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
+description: Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # TDD Workflow
diff --git a/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
index 68e12a1f..efd91e0d 100644
--- a/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-cycle
-description: "Use when working with tdd workflows tdd cycle"
+description: Use when working with tdd workflows tdd cycle
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
index 29e85641..3d4057ed 100644
--- a/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-green
-description: "Implement the minimal code needed to make failing tests pass in the TDD green phase."
+description: Implement the minimal code needed to make failing tests pass in the TDD green phase.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Green Phase: Simple function
diff --git a/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
index 3fe9e30c..18ff8621 100644
--- a/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-red
-description: "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
+description: Generate failing tests for the TDD red phase to define expected behavior and edge cases.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 Write comprehensive failing tests following TDD red phase principles.
diff --git a/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
index 0bfa2307..83c826f6 100644
--- a/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tdd-workflows-tdd-refactor
-description: "Use when working with tdd workflows tdd refactor"
+description: Use when working with tdd workflows tdd refactor
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/team-collaboration-issue/SKILL.md b/web-app/public/skills/team-collaboration-issue/SKILL.md
index af766758..572f9040 100644
--- a/web-app/public/skills/team-collaboration-issue/SKILL.md
+++ b/web-app/public/skills/team-collaboration-issue/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: team-collaboration-issue
-description: "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
+description: You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # GitHub Issue Resolution Expert
diff --git a/web-app/public/skills/team-collaboration-standup-notes/SKILL.md b/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
index 5dd735c9..8168a127 100644
--- a/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
+++ b/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: team-collaboration-standup-notes
-description: "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
+description: You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Standup Notes Generator
diff --git a/web-app/public/skills/telegram-automation/SKILL.md b/web-app/public/skills/telegram-automation/SKILL.md
index 8aeec09e..5974c2a8 100644
--- a/web-app/public/skills/telegram-automation/SKILL.md
+++ b/web-app/public/skills/telegram-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-automation
-description: "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
+description: 'Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Telegram Automation via Rube MCP
diff --git a/web-app/public/skills/telegram-bot-builder/SKILL.md b/web-app/public/skills/telegram-bot-builder/SKILL.md
index 08660858..a6446450 100644
--- a/web-app/public/skills/telegram-bot-builder/SKILL.md
+++ b/web-app/public/skills/telegram-bot-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-bot-builder
-description: "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
+description: Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Telegram Bot Builder
diff --git a/web-app/public/skills/telegram-mini-app/SKILL.md b/web-app/public/skills/telegram-mini-app/SKILL.md
index b936d054..0faa6384 100644
--- a/web-app/public/skills/telegram-mini-app/SKILL.md
+++ b/web-app/public/skills/telegram-mini-app/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: telegram-mini-app
-description: "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
+description: Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Telegram Mini App
diff --git a/web-app/public/skills/temporal-golang-pro/SKILL.md b/web-app/public/skills/temporal-golang-pro/SKILL.md
index aabe4c5d..d8d0a745 100644
--- a/web-app/public/skills/temporal-golang-pro/SKILL.md
+++ b/web-app/public/skills/temporal-golang-pro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: temporal-golang-pro
-description: "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
+description: Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Temporal Go SDK (temporal-golang-pro)
diff --git a/web-app/public/skills/temporal-python-pro/SKILL.md b/web-app/public/skills/temporal-python-pro/SKILL.md
index 1e3e368f..05d49c07 100644
--- a/web-app/public/skills/temporal-python-pro/SKILL.md
+++ b/web-app/public/skills/temporal-python-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master Temporal workflow orchestration with Python SDK. Implements
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/temporal-python-testing/SKILL.md b/web-app/public/skills/temporal-python-testing/SKILL.md
index b23f4877..190179b1 100644
--- a/web-app/public/skills/temporal-python-testing/SKILL.md
+++ b/web-app/public/skills/temporal-python-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: temporal-python-testing
-description: "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
+description: Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Temporal Python Testing Strategies
diff --git a/web-app/public/skills/terraform-aws-modules/SKILL.md b/web-app/public/skills/terraform-aws-modules/SKILL.md
index 62cf1541..4f7c8dac 100644
--- a/web-app/public/skills/terraform-aws-modules/SKILL.md
+++ b/web-app/public/skills/terraform-aws-modules/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-aws-modules
-description: "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
+description: Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 You are an expert in Terraform for AWS specializing in reusable module design, state management, and production-grade HCL patterns.
 
diff --git a/web-app/public/skills/terraform-module-library/SKILL.md b/web-app/public/skills/terraform-module-library/SKILL.md
index e68c2c3d..60266a05 100644
--- a/web-app/public/skills/terraform-module-library/SKILL.md
+++ b/web-app/public/skills/terraform-module-library/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-module-library
-description: "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
+description: Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Terraform Module Library
diff --git a/web-app/public/skills/terraform-skill/SKILL.md b/web-app/public/skills/terraform-skill/SKILL.md
index 83480bf6..7c04fb29 100644
--- a/web-app/public/skills/terraform-skill/SKILL.md
+++ b/web-app/public/skills/terraform-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: terraform-skill
-description: "Terraform infrastructure as code best practices"
+description: Terraform infrastructure as code best practices
 risk: safe
-source: "https://github.com/antonbabenko/terraform-skill"
-date_added: "2026-02-27"
+source: https://github.com/antonbabenko/terraform-skill
+date_added: '2026-02-27'
+category: devops
 ---
 # Terraform Skill for Claude
 
diff --git a/web-app/public/skills/terraform-specialist/SKILL.md b/web-app/public/skills/terraform-specialist/SKILL.md
index de9aa73a..772325a4 100644
--- a/web-app/public/skills/terraform-specialist/SKILL.md
+++ b/web-app/public/skills/terraform-specialist/SKILL.md
@@ -4,6 +4,7 @@ description: Expert Terraform/OpenTofu specialist mastering advanced IaC automat
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: automation
 ---
 You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.
 
diff --git a/web-app/public/skills/test-automator/SKILL.md b/web-app/public/skills/test-automator/SKILL.md
index fca450ba..47cbdc40 100644
--- a/web-app/public/skills/test-automator/SKILL.md
+++ b/web-app/public/skills/test-automator/SKILL.md
@@ -4,6 +4,7 @@ description: Master AI-powered test automation with modern frameworks, self-heal
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/test-driven-development/SKILL.md b/web-app/public/skills/test-driven-development/SKILL.md
index ff26c568..f600a8c3 100644
--- a/web-app/public/skills/test-driven-development/SKILL.md
+++ b/web-app/public/skills/test-driven-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: test-driven-development
-description: "Use when implementing any feature or bugfix, before writing implementation code"
+description: Use when implementing any feature or bugfix, before writing implementation code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Test-Driven Development (TDD)
diff --git a/web-app/public/skills/test-fixing/SKILL.md b/web-app/public/skills/test-fixing/SKILL.md
index c26c0880..3ef1aedd 100644
--- a/web-app/public/skills/test-fixing/SKILL.md
+++ b/web-app/public/skills/test-fixing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: test-fixing
-description: "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
+description: Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Test Fixing
diff --git a/web-app/public/skills/testing-patterns/SKILL.md b/web-app/public/skills/testing-patterns/SKILL.md
index ac371ab1..2ffb2cc2 100644
--- a/web-app/public/skills/testing-patterns/SKILL.md
+++ b/web-app/public/skills/testing-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: testing-patterns
-description: "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
+description: Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Testing Patterns and Utilities
diff --git a/web-app/public/skills/theme-factory/SKILL.md b/web-app/public/skills/theme-factory/SKILL.md
index db019bf6..f35ac4fd 100644
--- a/web-app/public/skills/theme-factory/SKILL.md
+++ b/web-app/public/skills/theme-factory/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: theme-factory
-description: "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
+description: Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 
diff --git a/web-app/public/skills/threat-mitigation-mapping/SKILL.md b/web-app/public/skills/threat-mitigation-mapping/SKILL.md
index a4f68a21..a57ea83f 100644
--- a/web-app/public/skills/threat-mitigation-mapping/SKILL.md
+++ b/web-app/public/skills/threat-mitigation-mapping/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threat-mitigation-mapping
-description: "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
+description: Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Threat Mitigation Mapping
diff --git a/web-app/public/skills/threat-modeling-expert/SKILL.md b/web-app/public/skills/threat-modeling-expert/SKILL.md
index 2a9b0fff..ebab7839 100644
--- a/web-app/public/skills/threat-modeling-expert/SKILL.md
+++ b/web-app/public/skills/threat-modeling-expert/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threat-modeling-expert
-description: "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
+description: Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Threat Modeling Expert
diff --git a/web-app/public/skills/threejs-skills/SKILL.md b/web-app/public/skills/threejs-skills/SKILL.md
index 5164d146..390576c9 100644
--- a/web-app/public/skills/threejs-skills/SKILL.md
+++ b/web-app/public/skills/threejs-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: threejs-skills
-description: "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
+description: Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
 risk: safe
-source: "https://github.com/CloudAI-X/threejs-skills"
-date_added: "2026-02-27"
+source: https://github.com/CloudAI-X/threejs-skills
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Three.js Skills
diff --git a/web-app/public/skills/tiktok-automation/SKILL.md b/web-app/public/skills/tiktok-automation/SKILL.md
index 0503dad0..63b0349e 100644
--- a/web-app/public/skills/tiktok-automation/SKILL.md
+++ b/web-app/public/skills/tiktok-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: tiktok-automation
-description: "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
+description: 'Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # TikTok Automation via Rube MCP
diff --git a/web-app/public/skills/todoist-automation/SKILL.md b/web-app/public/skills/todoist-automation/SKILL.md
index df7d1019..f9f0e4bc 100644
--- a/web-app/public/skills/todoist-automation/SKILL.md
+++ b/web-app/public/skills/todoist-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: todoist-automation
-description: "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Todoist Automation via Rube MCP
diff --git a/web-app/public/skills/top-web-vulnerabilities/SKILL.md b/web-app/public/skills/top-web-vulnerabilities/SKILL.md
index 97525c3d..6f08c1cb 100644
--- a/web-app/public/skills/top-web-vulnerabilities/SKILL.md
+++ b/web-app/public/skills/top-web-vulnerabilities/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: top-web-vulnerabilities
-description: "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
+description: This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about inject...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Top 100 Web Vulnerabilities Reference
diff --git a/web-app/public/skills/track-management/SKILL.md b/web-app/public/skills/track-management/SKILL.md
index c6332bc2..27b042ba 100644
--- a/web-app/public/skills/track-management/SKILL.md
+++ b/web-app/public/skills/track-management/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when creating, managing, or working with Conductor t
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: mobile
 ---
 
 # Track Management
diff --git a/web-app/public/skills/trello-automation/SKILL.md b/web-app/public/skills/trello-automation/SKILL.md
index aa3483af..4e125afe 100644
--- a/web-app/public/skills/trello-automation/SKILL.md
+++ b/web-app/public/skills/trello-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: trello-automation
-description: "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
+description: Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Trello Automation via Rube MCP
diff --git a/web-app/public/skills/trigger-dev/SKILL.md b/web-app/public/skills/trigger-dev/SKILL.md
index 90c178ad..d26c9d36 100644
--- a/web-app/public/skills/trigger-dev/SKILL.md
+++ b/web-app/public/skills/trigger-dev/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: trigger-dev
-description: "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
+description: 'Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Trigger.dev Integration
diff --git a/web-app/public/skills/turborepo-caching/SKILL.md b/web-app/public/skills/turborepo-caching/SKILL.md
index a466fcfe..f2996cd6 100644
--- a/web-app/public/skills/turborepo-caching/SKILL.md
+++ b/web-app/public/skills/turborepo-caching/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: turborepo-caching
-description: "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
+description: Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: cloud
 ---
 
 # Turborepo Caching
diff --git a/web-app/public/skills/tutorial-engineer/SKILL.md b/web-app/public/skills/tutorial-engineer/SKILL.md
index a7e7b889..c084cf81 100644
--- a/web-app/public/skills/tutorial-engineer/SKILL.md
+++ b/web-app/public/skills/tutorial-engineer/SKILL.md
@@ -5,7 +5,8 @@ risk: safe
 source: community
 date_added: '2026-03-02'
 metadata:
-  version: '2.0.0'
+  version: 2.0.0
+category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/twilio-communications/SKILL.md b/web-app/public/skills/twilio-communications/SKILL.md
index 1f129575..269aaaf6 100644
--- a/web-app/public/skills/twilio-communications/SKILL.md
+++ b/web-app/public/skills/twilio-communications/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: twilio-communications
-description: "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
+description: 'Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Twilio Communications
diff --git a/web-app/public/skills/twitter-automation/SKILL.md b/web-app/public/skills/twitter-automation/SKILL.md
index af6f03df..7b258a6c 100644
--- a/web-app/public/skills/twitter-automation/SKILL.md
+++ b/web-app/public/skills/twitter-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: twitter-automation
-description: "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
+description: 'Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Twitter/X Automation via Rube MCP
diff --git a/web-app/public/skills/typescript-advanced-types/SKILL.md b/web-app/public/skills/typescript-advanced-types/SKILL.md
index f3ec0260..81e679c0 100644
--- a/web-app/public/skills/typescript-advanced-types/SKILL.md
+++ b/web-app/public/skills/typescript-advanced-types/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: typescript-advanced-types
-description: "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
+description: Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # TypeScript Advanced Types
diff --git a/web-app/public/skills/typescript-pro/SKILL.md b/web-app/public/skills/typescript-pro/SKILL.md
index a3a825b5..bd80c0f3 100644
--- a/web-app/public/skills/typescript-pro/SKILL.md
+++ b/web-app/public/skills/typescript-pro/SKILL.md
@@ -4,6 +4,7 @@ description: Master TypeScript with advanced types, generics, and strict type sa
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 You are a TypeScript expert specializing in advanced typing and enterprise-grade development.
 
diff --git a/web-app/public/skills/ui-skills/SKILL.md b/web-app/public/skills/ui-skills/SKILL.md
index 535f96b4..a46f3b17 100644
--- a/web-app/public/skills/ui-skills/SKILL.md
+++ b/web-app/public/skills/ui-skills/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ui-skills
-description: "Opinionated, evolving constraints to guide agents when building interfaces"
+description: Opinionated, evolving constraints to guide agents when building interfaces
 risk: safe
-source: "https://github.com/ibelick/ui-skills"
-date_added: "2026-02-27"
+source: https://github.com/ibelick/ui-skills
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Ui Skills
diff --git a/web-app/public/skills/ui-ux-designer/SKILL.md b/web-app/public/skills/ui-ux-designer/SKILL.md
index 1ee5b3a4..7c763b66 100644
--- a/web-app/public/skills/ui-ux-designer/SKILL.md
+++ b/web-app/public/skills/ui-ux-designer/SKILL.md
@@ -4,6 +4,7 @@ description: Create interface designs, wireframes, and design systems. Masters u
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/ui-ux-pro-max/SKILL.md b/web-app/public/skills/ui-ux-pro-max/SKILL.md
index c0550f82..9e97148e 100644
--- a/web-app/public/skills/ui-ux-pro-max/SKILL.md
+++ b/web-app/public/skills/ui-ux-pro-max/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: ui-ux-pro-max
-description: "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
+description: 'UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # UI/UX Pro Max - Design Intelligence
diff --git a/web-app/public/skills/ui-visual-validator/SKILL.md b/web-app/public/skills/ui-visual-validator/SKILL.md
index f980a302..df5e2be0 100644
--- a/web-app/public/skills/ui-visual-validator/SKILL.md
+++ b/web-app/public/skills/ui-visual-validator/SKILL.md
@@ -4,6 +4,7 @@ description: Rigorous visual validation expert specializing in UI testing, desig
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/unit-testing-test-generate/SKILL.md b/web-app/public/skills/unit-testing-test-generate/SKILL.md
index 69831a17..beea9ccc 100644
--- a/web-app/public/skills/unit-testing-test-generate/SKILL.md
+++ b/web-app/public/skills/unit-testing-test-generate/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unit-testing-test-generate
-description: "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
+description: Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Automated Unit Test Generation
diff --git a/web-app/public/skills/unity-developer/SKILL.md b/web-app/public/skills/unity-developer/SKILL.md
index 717c53a7..5652f385 100644
--- a/web-app/public/skills/unity-developer/SKILL.md
+++ b/web-app/public/skills/unity-developer/SKILL.md
@@ -4,6 +4,7 @@ description: Build Unity games with optimized C# scripts, efficient rendering, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: game-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/unity-ecs-patterns/SKILL.md b/web-app/public/skills/unity-ecs-patterns/SKILL.md
index 17bc1afc..a5ec7647 100644
--- a/web-app/public/skills/unity-ecs-patterns/SKILL.md
+++ b/web-app/public/skills/unity-ecs-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unity-ecs-patterns
-description: "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
+description: Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Unity ECS Patterns
diff --git a/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md b/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
index fbe8e5b2..3b0484fb 100644
--- a/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
+++ b/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: unreal-engine-cpp-pro
-description: "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
+description: Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
 risk: safe
 source: self
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: game-development
 ---
 
 # Unreal Engine C++ Pro
diff --git a/web-app/public/skills/upgrading-expo/SKILL.md b/web-app/public/skills/upgrading-expo/SKILL.md
index a9382eea..bf1eb6de 100644
--- a/web-app/public/skills/upgrading-expo/SKILL.md
+++ b/web-app/public/skills/upgrading-expo/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: upgrading-expo
-description: "Upgrade Expo SDK versions"
+description: Upgrade Expo SDK versions
 risk: safe
-source: "https://github.com/expo/skills/tree/main/plugins/upgrading-expo"
-date_added: "2026-02-27"
+source: https://github.com/expo/skills/tree/main/plugins/upgrading-expo
+date_added: '2026-02-27'
+category: mobile
 ---
 
 # Upgrading Expo
diff --git a/web-app/public/skills/upstash-qstash/SKILL.md b/web-app/public/skills/upstash-qstash/SKILL.md
index 001ae864..d688d0d1 100644
--- a/web-app/public/skills/upstash-qstash/SKILL.md
+++ b/web-app/public/skills/upstash-qstash/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: upstash-qstash
-description: "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
+description: 'Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...'
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Upstash QStash
diff --git a/web-app/public/skills/using-git-worktrees/SKILL.md b/web-app/public/skills/using-git-worktrees/SKILL.md
index ce7c1c4b..3818399d 100644
--- a/web-app/public/skills/using-git-worktrees/SKILL.md
+++ b/web-app/public/skills/using-git-worktrees/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: using-git-worktrees
-description: "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
+description: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Using Git Worktrees
diff --git a/web-app/public/skills/using-neon/SKILL.md b/web-app/public/skills/using-neon/SKILL.md
index fcc4eb55..386be84b 100644
--- a/web-app/public/skills/using-neon/SKILL.md
+++ b/web-app/public/skills/using-neon/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: using-neon
-description: "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
+description: Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...
 risk: safe
-source: "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres"
-date_added: "2026-02-27"
+source: https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Neon Serverless Postgres
diff --git a/web-app/public/skills/uv-package-manager/SKILL.md b/web-app/public/skills/uv-package-manager/SKILL.md
index 0185d452..f79dda92 100644
--- a/web-app/public/skills/uv-package-manager/SKILL.md
+++ b/web-app/public/skills/uv-package-manager/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: uv-package-manager
-description: "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
+description: Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: backend
 ---
 
 # UV Package Manager
diff --git a/web-app/public/skills/varlock-claude-skill/SKILL.md b/web-app/public/skills/varlock-claude-skill/SKILL.md
index bff876f8..bc494d07 100644
--- a/web-app/public/skills/varlock-claude-skill/SKILL.md
+++ b/web-app/public/skills/varlock-claude-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: varlock-claude-skill
-description: "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
+description: Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
 risk: safe
-source: "https://github.com/wrsmith108/varlock-claude-skill"
-date_added: "2026-02-27"
+source: https://github.com/wrsmith108/varlock-claude-skill
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Varlock Claude Skill
diff --git a/web-app/public/skills/vector-database-engineer/SKILL.md b/web-app/public/skills/vector-database-engineer/SKILL.md
index 5665d741..cc370dda 100644
--- a/web-app/public/skills/vector-database-engineer/SKILL.md
+++ b/web-app/public/skills/vector-database-engineer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vector-database-engineer
-description: "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
+description: Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Vector Database Engineer
diff --git a/web-app/public/skills/vector-index-tuning/SKILL.md b/web-app/public/skills/vector-index-tuning/SKILL.md
index 033251cf..ad0fc24f 100644
--- a/web-app/public/skills/vector-index-tuning/SKILL.md
+++ b/web-app/public/skills/vector-index-tuning/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vector-index-tuning
-description: "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
+description: Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: database
 ---
 
 # Vector Index Tuning
diff --git a/web-app/public/skills/vercel-automation/SKILL.md b/web-app/public/skills/vercel-automation/SKILL.md
index 93f488ea..f7c1e3b0 100644
--- a/web-app/public/skills/vercel-automation/SKILL.md
+++ b/web-app/public/skills/vercel-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-automation
-description: "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
+description: 'Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Vercel Automation via Rube MCP
diff --git a/web-app/public/skills/vercel-deploy-claimable/SKILL.md b/web-app/public/skills/vercel-deploy-claimable/SKILL.md
index 79f28742..4b638775 100644
--- a/web-app/public/skills/vercel-deploy-claimable/SKILL.md
+++ b/web-app/public/skills/vercel-deploy-claimable/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-deploy-claimable
-description: "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
+description: Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...
 risk: safe
-source: "https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable"
-date_added: "2026-02-27"
+source: https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Vercel Deploy
diff --git a/web-app/public/skills/vercel-deployment/SKILL.md b/web-app/public/skills/vercel-deployment/SKILL.md
index 69d56686..14c16d42 100644
--- a/web-app/public/skills/vercel-deployment/SKILL.md
+++ b/web-app/public/skills/vercel-deployment/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vercel-deployment
-description: "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
+description: 'Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.'
 risk: safe
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Vercel Deployment
diff --git a/web-app/public/skills/verification-before-completion/SKILL.md b/web-app/public/skills/verification-before-completion/SKILL.md
index da365dbc..904f31e6 100644
--- a/web-app/public/skills/verification-before-completion/SKILL.md
+++ b/web-app/public/skills/verification-before-completion/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: verification-before-completion
-description: "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
+description: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Verification Before Completion
diff --git a/web-app/public/skills/vexor/SKILL.md b/web-app/public/skills/vexor/SKILL.md
index c086e98f..517be991 100644
--- a/web-app/public/skills/vexor/SKILL.md
+++ b/web-app/public/skills/vexor/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vexor
-description: "Vector-powered CLI for semantic file search with a Claude/Codex skill"
+description: Vector-powered CLI for semantic file search with a Claude/Codex skill
 risk: safe
-source: "https://github.com/scarletkc/vexor"
-date_added: "2026-02-27"
+source: https://github.com/scarletkc/vexor
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Vexor
diff --git a/web-app/public/skills/vibe-code-auditor/SKILL.md b/web-app/public/skills/vibe-code-auditor/SKILL.md
index ed7d0497..ff3b82a9 100644
--- a/web-app/public/skills/vibe-code-auditor/SKILL.md
+++ b/web-app/public/skills/vibe-code-auditor/SKILL.md
@@ -3,9 +3,10 @@ name: vibe-code-auditor
 description: Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
 risk: safe
 source: original
-date_added: "2026-02-28"
+date_added: '2026-02-28'
 metadata:
   version: 2.0.0
+category: ai-ml
 ---
 
 # Vibe Code Auditor
diff --git a/web-app/public/skills/viral-generator-builder/SKILL.md b/web-app/public/skills/viral-generator-builder/SKILL.md
index e0ea3de9..421bec01 100644
--- a/web-app/public/skills/viral-generator-builder/SKILL.md
+++ b/web-app/public/skills/viral-generator-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: viral-generator-builder
-description: "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
+description: Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Viral Generator Builder
diff --git a/web-app/public/skills/voice-agents/SKILL.md b/web-app/public/skills/voice-agents/SKILL.md
index 1ad60f7f..36e19ca9 100644
--- a/web-app/public/skills/voice-agents/SKILL.md
+++ b/web-app/public/skills/voice-agents/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-agents
-description: "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
+description: Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Voice Agents
diff --git a/web-app/public/skills/voice-ai-development/SKILL.md b/web-app/public/skills/voice-ai-development/SKILL.md
index bf842194..9bcb1fe5 100644
--- a/web-app/public/skills/voice-ai-development/SKILL.md
+++ b/web-app/public/skills/voice-ai-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-ai-development
-description: "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
+description: Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: backend
 ---
 
 # Voice AI Development
diff --git a/web-app/public/skills/voice-ai-engine-development/SKILL.md b/web-app/public/skills/voice-ai-engine-development/SKILL.md
index 9b361408..a1380eb3 100644
--- a/web-app/public/skills/voice-ai-engine-development/SKILL.md
+++ b/web-app/public/skills/voice-ai-engine-development/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: voice-ai-engine-development
-description: "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
+description: Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Voice AI Engine Development
diff --git a/web-app/public/skills/vulnerability-scanner/SKILL.md b/web-app/public/skills/vulnerability-scanner/SKILL.md
index 6f9b0731..7ffbfd48 100644
--- a/web-app/public/skills/vulnerability-scanner/SKILL.md
+++ b/web-app/public/skills/vulnerability-scanner/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: vulnerability-scanner
-description: "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
+description: Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: security
 ---
 
 # Vulnerability Scanner
diff --git a/web-app/public/skills/wcag-audit-patterns/SKILL.md b/web-app/public/skills/wcag-audit-patterns/SKILL.md
index 50fc813f..ca89ca95 100644
--- a/web-app/public/skills/wcag-audit-patterns/SKILL.md
+++ b/web-app/public/skills/wcag-audit-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wcag-audit-patterns
-description: "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
+description: Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # WCAG Audit Patterns
diff --git a/web-app/public/skills/web-artifacts-builder/SKILL.md b/web-app/public/skills/web-artifacts-builder/SKILL.md
index 5338e3d2..ed41711a 100644
--- a/web-app/public/skills/web-artifacts-builder/SKILL.md
+++ b/web-app/public/skills/web-artifacts-builder/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-artifacts-builder
-description: "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
+description: Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Artifacts Builder
diff --git a/web-app/public/skills/web-design-guidelines/SKILL.md b/web-app/public/skills/web-design-guidelines/SKILL.md
index 01dbb9cd..20c409cc 100644
--- a/web-app/public/skills/web-design-guidelines/SKILL.md
+++ b/web-app/public/skills/web-design-guidelines/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-design-guidelines
-description: "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
+description: Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site aga...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Interface Guidelines
diff --git a/web-app/public/skills/web-performance-optimization/SKILL.md b/web-app/public/skills/web-performance-optimization/SKILL.md
index 22b865fb..e5531be1 100644
--- a/web-app/public/skills/web-performance-optimization/SKILL.md
+++ b/web-app/public/skills/web-performance-optimization/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web-performance-optimization
-description: "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
+description: Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Performance Optimization
diff --git a/web-app/public/skills/web3-testing/SKILL.md b/web-app/public/skills/web3-testing/SKILL.md
index 69cf11d2..064d1dee 100644
--- a/web-app/public/skills/web3-testing/SKILL.md
+++ b/web-app/public/skills/web3-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: web3-testing
-description: "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
+description: Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # Web3 Smart Contract Testing
diff --git a/web-app/public/skills/webapp-testing/SKILL.md b/web-app/public/skills/webapp-testing/SKILL.md
index 1a761887..4d33c191 100644
--- a/web-app/public/skills/webapp-testing/SKILL.md
+++ b/web-app/public/skills/webapp-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: webapp-testing
-description: "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
+description: Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Web Application Testing
diff --git a/web-app/public/skills/webflow-automation/SKILL.md b/web-app/public/skills/webflow-automation/SKILL.md
index a8c94c99..201beccd 100644
--- a/web-app/public/skills/webflow-automation/SKILL.md
+++ b/web-app/public/skills/webflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: webflow-automation
-description: "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Webflow Automation via Rube MCP
diff --git a/web-app/public/skills/whatsapp-automation/SKILL.md b/web-app/public/skills/whatsapp-automation/SKILL.md
index b3c0e70a..c1a9c519 100644
--- a/web-app/public/skills/whatsapp-automation/SKILL.md
+++ b/web-app/public/skills/whatsapp-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: whatsapp-automation
-description: "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
+description: 'Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # WhatsApp Business Automation via Rube MCP
diff --git a/web-app/public/skills/wiki-architect/SKILL.md b/web-app/public/skills/wiki-architect/SKILL.md
index 8358be60..e6259753 100644
--- a/web-app/public/skills/wiki-architect/SKILL.md
+++ b/web-app/public/skills/wiki-architect/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-architect
-description: "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
+description: Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Architect
diff --git a/web-app/public/skills/wiki-changelog/SKILL.md b/web-app/public/skills/wiki-changelog/SKILL.md
index dcf714a3..67187826 100644
--- a/web-app/public/skills/wiki-changelog/SKILL.md
+++ b/web-app/public/skills/wiki-changelog/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-changelog
-description: "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
+description: Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Wiki Changelog
diff --git a/web-app/public/skills/wiki-onboarding/SKILL.md b/web-app/public/skills/wiki-onboarding/SKILL.md
index 1ee9d2f9..9b2be7e4 100644
--- a/web-app/public/skills/wiki-onboarding/SKILL.md
+++ b/web-app/public/skills/wiki-onboarding/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-onboarding
-description: "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
+description: Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Onboarding Guide Generator
diff --git a/web-app/public/skills/wiki-page-writer/SKILL.md b/web-app/public/skills/wiki-page-writer/SKILL.md
index 875a6eff..5b5a9b89 100644
--- a/web-app/public/skills/wiki-page-writer/SKILL.md
+++ b/web-app/public/skills/wiki-page-writer/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-page-writer
-description: "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
+description: Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki Page Writer
diff --git a/web-app/public/skills/wiki-qa/SKILL.md b/web-app/public/skills/wiki-qa/SKILL.md
index 0446e931..daeda2a6 100644
--- a/web-app/public/skills/wiki-qa/SKILL.md
+++ b/web-app/public/skills/wiki-qa/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-qa
-description: "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
+description: Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Wiki Q&A
diff --git a/web-app/public/skills/wiki-vitepress/SKILL.md b/web-app/public/skills/wiki-vitepress/SKILL.md
index 80c40073..5aa96a99 100644
--- a/web-app/public/skills/wiki-vitepress/SKILL.md
+++ b/web-app/public/skills/wiki-vitepress/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wiki-vitepress
-description: "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
+description: Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Wiki VitePress Packager
diff --git a/web-app/public/skills/windows-privilege-escalation/SKILL.md b/web-app/public/skills/windows-privilege-escalation/SKILL.md
index c60ddfcf..4b19a90b 100644
--- a/web-app/public/skills/windows-privilege-escalation/SKILL.md
+++ b/web-app/public/skills/windows-privilege-escalation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: windows-privilege-escalation
-description: "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
+description: This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows miscon...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: ai-ml
 ---
 
 # Windows Privilege Escalation
diff --git a/web-app/public/skills/wordpress-penetration-testing/SKILL.md b/web-app/public/skills/wordpress-penetration-testing/SKILL.md
index 64d2536b..82e0bf21 100644
--- a/web-app/public/skills/wordpress-penetration-testing/SKILL.md
+++ b/web-app/public/skills/wordpress-penetration-testing/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wordpress-penetration-testing
-description: "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
+description: This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugins", "exploit WordPress vu...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: testing
 ---
 
 # WordPress Penetration Testing
diff --git a/web-app/public/skills/workflow-automation/SKILL.md b/web-app/public/skills/workflow-automation/SKILL.md
index 5a9e0bed..e715e70b 100644
--- a/web-app/public/skills/workflow-automation/SKILL.md
+++ b/web-app/public/skills/workflow-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: workflow-automation
-description: "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
+description: Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Workflow Automation
diff --git a/web-app/public/skills/workflow-orchestration-patterns/SKILL.md b/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
index ed6cb7c6..7b2b29c4 100644
--- a/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
+++ b/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: workflow-orchestration-patterns
-description: "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
+description: Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Orchestration Patterns
diff --git a/web-app/public/skills/workflow-patterns/SKILL.md b/web-app/public/skills/workflow-patterns/SKILL.md
index e533ed51..ec31bc46 100644
--- a/web-app/public/skills/workflow-patterns/SKILL.md
+++ b/web-app/public/skills/workflow-patterns/SKILL.md
@@ -4,6 +4,7 @@ description: Use this skill when implementing tasks according to Conductor's TDD
 risk: unknown
 source: community
 date_added: '2026-02-27'
+category: devops
 ---
 
 # Workflow Patterns
diff --git a/web-app/public/skills/wrike-automation/SKILL.md b/web-app/public/skills/wrike-automation/SKILL.md
index 91ce54b3..a1a55ab0 100644
--- a/web-app/public/skills/wrike-automation/SKILL.md
+++ b/web-app/public/skills/wrike-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: wrike-automation
-description: "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
+description: 'Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Wrike Automation via Rube MCP
diff --git a/web-app/public/skills/writing-plans/SKILL.md b/web-app/public/skills/writing-plans/SKILL.md
index de1321f9..d50ff636 100644
--- a/web-app/public/skills/writing-plans/SKILL.md
+++ b/web-app/public/skills/writing-plans/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: writing-plans
-description: "Use when you have a spec or requirements for a multi-step task, before touching code"
+description: Use when you have a spec or requirements for a multi-step task, before touching code
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: content
 ---
 
 # Writing Plans
diff --git a/web-app/public/skills/x-article-publisher-skill/SKILL.md b/web-app/public/skills/x-article-publisher-skill/SKILL.md
index a1af104a..360245c9 100644
--- a/web-app/public/skills/x-article-publisher-skill/SKILL.md
+++ b/web-app/public/skills/x-article-publisher-skill/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: x-article-publisher-skill
-description: "Publish articles to X/Twitter"
+description: Publish articles to X/Twitter
 risk: safe
-source: "https://github.com/wshuyi/x-article-publisher-skill"
-date_added: "2026-02-27"
+source: https://github.com/wshuyi/x-article-publisher-skill
+date_added: '2026-02-27'
+category: content
 ---
 
 # X Article Publisher Skill
diff --git a/web-app/public/skills/xlsx-official/SKILL.md b/web-app/public/skills/xlsx-official/SKILL.md
index 0d746c3e..599efa91 100644
--- a/web-app/public/skills/xlsx-official/SKILL.md
+++ b/web-app/public/skills/xlsx-official/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: xlsx-official
-description: "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
+description: Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: data-science
 ---
 
 # Requirements for Outputs
diff --git a/web-app/public/skills/xss-html-injection/SKILL.md b/web-app/public/skills/xss-html-injection/SKILL.md
index 11a0442e..5f09542d 100644
--- a/web-app/public/skills/xss-html-injection/SKILL.md
+++ b/web-app/public/skills/xss-html-injection/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: xss-html-injection
-description: "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
+description: This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Cross-Site Scripting and HTML Injection Testing
diff --git a/web-app/public/skills/youtube-automation/SKILL.md b/web-app/public/skills/youtube-automation/SKILL.md
index bdf131e8..25970386 100644
--- a/web-app/public/skills/youtube-automation/SKILL.md
+++ b/web-app/public/skills/youtube-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: youtube-automation
-description: "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
+description: 'Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # YouTube Automation via Rube MCP
diff --git a/web-app/public/skills/zapier-make-patterns/SKILL.md b/web-app/public/skills/zapier-make-patterns/SKILL.md
index 197c911f..dcc6d6e3 100644
--- a/web-app/public/skills/zapier-make-patterns/SKILL.md
+++ b/web-app/public/skills/zapier-make-patterns/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zapier-make-patterns
-description: "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
+description: No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...
 risk: unknown
-source: "vibeship-spawner-skills (Apache 2.0)"
-date_added: "2026-02-27"
+source: vibeship-spawner-skills (Apache 2.0)
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zapier & Make Patterns
diff --git a/web-app/public/skills/zendesk-automation/SKILL.md b/web-app/public/skills/zendesk-automation/SKILL.md
index 514db691..9ada5cfe 100644
--- a/web-app/public/skills/zendesk-automation/SKILL.md
+++ b/web-app/public/skills/zendesk-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zendesk-automation
-description: "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
+description: 'Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zendesk Automation via Rube MCP
diff --git a/web-app/public/skills/zoho-crm-automation/SKILL.md b/web-app/public/skills/zoho-crm-automation/SKILL.md
index 071bc91a..2d669174 100644
--- a/web-app/public/skills/zoho-crm-automation/SKILL.md
+++ b/web-app/public/skills/zoho-crm-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zoho-crm-automation
-description: "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
+description: 'Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.'
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zoho CRM Automation via Rube MCP
diff --git a/web-app/public/skills/zoom-automation/SKILL.md b/web-app/public/skills/zoom-automation/SKILL.md
index afc0f41c..d7397f0e 100644
--- a/web-app/public/skills/zoom-automation/SKILL.md
+++ b/web-app/public/skills/zoom-automation/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zoom-automation
-description: "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
+description: Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: automation
 ---
 
 # Zoom Automation via Rube MCP
diff --git a/web-app/public/skills/zustand-store-ts/SKILL.md b/web-app/public/skills/zustand-store-ts/SKILL.md
index 9ed7ed1f..6fc60bcc 100644
--- a/web-app/public/skills/zustand-store-ts/SKILL.md
+++ b/web-app/public/skills/zustand-store-ts/SKILL.md
@@ -1,9 +1,10 @@
 ---
 name: zustand-store-ts
-description: "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
+description: Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
 risk: unknown
 source: community
-date_added: "2026-02-27"
+date_added: '2026-02-27'
+category: web-development
 ---
 
 # Zustand Store
diff --git a/web-app/test_output.txt b/web-app/test_output.txt
deleted file mode 100644
index 22a23c19..00000000
--- a/web-app/test_output.txt
+++ /dev/null
@@ -1,70 +0,0 @@
-
- RUN  v2.1.9 C:/Users/shiva/Desktop/ag/antigravity-awesome-skills/web-app
-
- Γ¥» src/pages/__tests__/SkillDetail.test.tsx (6 tests | 6 failed) 44ms
-   × SkillDetail > Loading state > should show loading spinner when context is loading 27ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Loading state > should show loading spinner when markdown is loading 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Skill rendering > should render skill details correctly 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Skill rendering > should show skill not found when id does not exist 2ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Copy functionality > should copy skill name to clipboard when clicked 4ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Star button integration > should render star button component with correct count 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-
-⎯⎯⎯⎯⎯⎯⎯ Failed Tests 6 ⎯⎯⎯⎯⎯⎯⎯
-
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when context is loading
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when markdown is loading
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should render skill details correctly
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should show skill not found when id does not exist
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Copy functionality > should copy skill name to clipboard when clicked
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Star button integration > should render star button component with correct count
-Error: [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-vi.mock(import("../../context/SkillContext"), async (importOriginal) => {
-  const actual = await importOriginal()
-  return {
-    ...actual,
-    // your mocked methods
-  }
-})
-
- Γ¥» wrapper src/utils/testUtils.tsx:25:10
-     23|     wrapper: ({ children }) => (
-     24|       <MemoryRouter initialEntries={[route]}>
-     25|         <SkillProvider>
-       |          ^
-     26|           {/* If path is provided and not default, wrap in Route to in…
-     27|           <Routes>
- Γ¥» Object.react_stack_bottom_frame node_modules/react-dom/cjs/react-dom-client.development.js:25904:20
- Γ¥» renderWithHooks node_modules/react-dom/cjs/react-dom-client.development.js:7662:22
- Γ¥» updateFunctionComponent node_modules/react-dom/cjs/react-dom-client.development.js:10166:19
- Γ¥» beginWork node_modules/react-dom/cjs/react-dom-client.development.js:11778:18
- Γ¥» runWithFiberInDEV node_modules/react-dom/cjs/react-dom-client.development.js:874:13
- Γ¥» performUnitOfWork node_modules/react-dom/cjs/react-dom-client.development.js:17641:22
- Γ¥» workLoopSync node_modules/react-dom/cjs/react-dom-client.development.js:17469:41
-
-⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/6]⎯
-
- Test Files  1 failed (1)
-      Tests  6 failed (6)
-   Start at  23:48:07
-   Duration  1.82s (transform 92ms, setup 118ms, collect 261ms, tests 44ms, environment 636ms, prepare 126ms)
-

From 8840d0e8aa12deaac190b1ce965c124965d33be1 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Thu, 5 Mar 2026 00:21:38 +0530
Subject: [PATCH 7/8] Revert "feat(metadata): auto-categorize 851 skills and
 update index"

This reverts commit 3f43c359d510fdc689c9b9e82ac7f55acdfefff5.
---
 package.json                                  |    3 +-
 scripts/categorize_skills.py                  |   76 -
 skills/3d-web-experience/SKILL.md             |    7 +-
 skills/ab-test-setup/SKILL.md                 |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/activecampaign-automation/SKILL.md     |    5 +-
 skills/address-github-comments/SKILL.md       |    5 +-
 skills/agent-evaluation/SKILL.md              |    7 +-
 skills/agent-framework-azure-ai-py/SKILL.md   |    5 +-
 skills/agent-manager-skill/SKILL.md           |    5 +-
 skills/agent-memory-mcp/SKILL.md              |    5 +-
 skills/agent-memory-systems/SKILL.md          |    7 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/agent-tool-builder/SKILL.md            |    7 +-
 skills/agentfolio/SKILL.md                    |    5 +-
 skills/agentmail/SKILL.md                     |    1 -
 skills/agents-v2-py/SKILL.md                  |    5 +-
 skills/ai-agents-architect/SKILL.md           |    7 +-
 skills/ai-engineer/SKILL.md                   |    1 -
 skills/ai-product/SKILL.md                    |    1 -
 skills/ai-wrapper-product/SKILL.md            |    7 +-
 skills/airflow-dag-patterns/SKILL.md          |    5 +-
 skills/airtable-automation/SKILL.md           |    5 +-
 skills/algolia-search/SKILL.md                |    7 +-
 skills/algorithmic-art/SKILL.md               |    5 +-
 skills/amplitude-automation/SKILL.md          |    5 +-
 skills/analytics-tracking/SKILL.md            |    1 -
 .../android-jetpack-compose-expert/SKILL.md   |    5 +-
 skills/android_ui_verification/SKILL.md       |    3 +-
 skills/angular-best-practices/SKILL.md        |    5 +-
 skills/angular-migration/SKILL.md             |    5 +-
 skills/angular-state-management/SKILL.md      |    5 +-
 skills/angular-ui-patterns/SKILL.md           |    5 +-
 skills/angular/SKILL.md                       |    1 -
 skills/anti-reversing-techniques/SKILL.md     |    5 +-
 skills/antigravity-workflows/SKILL.md         |    5 +-
 skills/api-design-principles/SKILL.md         |    5 +-
 skills/api-documentation-generator/SKILL.md   |    5 +-
 skills/api-documenter/SKILL.md                |    1 -
 skills/api-fuzzing-bug-bounty/SKILL.md        |    5 +-
 skills/api-patterns/SKILL.md                  |    5 +-
 skills/api-security-best-practices/SKILL.md   |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/apify-actor-development/SKILL.md       |    3 +-
 skills/apify-actorization/SKILL.md            |    3 +-
 skills/apify-audience-analysis/SKILL.md       |    1 -
 .../SKILL.md                                  |    3 +-
 skills/apify-competitor-intelligence/SKILL.md |    1 -
 skills/apify-content-analytics/SKILL.md       |    1 -
 skills/apify-ecommerce/SKILL.md               |    3 +-
 skills/apify-influencer-discovery/SKILL.md    |    1 -
 skills/apify-lead-generation/SKILL.md         |    3 +-
 skills/apify-market-research/SKILL.md         |    1 -
 skills/apify-trend-analysis/SKILL.md          |    1 -
 skills/apify-ultimate-scraper/SKILL.md        |    3 +-
 skills/app-builder/SKILL.md                   |    5 +-
 skills/app-builder/templates/SKILL.md         |    5 +-
 skills/app-store-optimization/SKILL.md        |    5 +-
 skills/appdeploy/SKILL.md                     |    7 +-
 .../SKILL.md                                  |    5 +-
 skills/architecture-decision-records/SKILL.md |    5 +-
 skills/architecture-patterns/SKILL.md         |    5 +-
 skills/architecture/SKILL.md                  |    5 +-
 skills/arm-cortex-expert/SKILL.md             |    1 -
 skills/asana-automation/SKILL.md              |    5 +-
 skills/async-python-patterns/SKILL.md         |    5 +-
 skills/attack-tree-construction/SKILL.md      |    5 +-
 skills/auth-implementation-patterns/SKILL.md  |    5 +-
 skills/automate-whatsapp/SKILL.md             |    7 +-
 skills/autonomous-agent-patterns/SKILL.md     |    5 +-
 skills/autonomous-agents/SKILL.md             |    7 +-
 skills/avalonia-layout-zafiro/SKILL.md        |    5 +-
 skills/avalonia-viewmodels-zafiro/SKILL.md    |    5 +-
 skills/aws-cost-cleanup/SKILL.md              |    5 +-
 skills/aws-cost-optimizer/SKILL.md            |    5 +-
 skills/aws-penetration-testing/SKILL.md       |    5 +-
 skills/aws-serverless/SKILL.md                |    7 +-
 skills/aws-skills/SKILL.md                    |    7 +-
 skills/azd-deployment/SKILL.md                |    5 +-
 .../SKILL.md                                  |    1 -
 .../azure-ai-agents-persistent-java/SKILL.md  |    1 -
 skills/azure-ai-anomalydetector-java/SKILL.md |    5 +-
 skills/azure-ai-contentsafety-java/SKILL.md   |    5 +-
 skills/azure-ai-contentsafety-py/SKILL.md     |    1 -
 skills/azure-ai-contentsafety-ts/SKILL.md     |    5 +-
 .../azure-ai-contentunderstanding-py/SKILL.md |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    5 +-
 skills/azure-ai-formrecognizer-java/SKILL.md  |    5 +-
 skills/azure-ai-ml-py/SKILL.md                |    1 -
 skills/azure-ai-openai-dotnet/SKILL.md        |    1 -
 skills/azure-ai-projects-dotnet/SKILL.md      |    1 -
 skills/azure-ai-projects-java/SKILL.md        |    1 -
 skills/azure-ai-projects-py/SKILL.md          |    5 +-
 skills/azure-ai-projects-ts/SKILL.md          |    5 +-
 skills/azure-ai-textanalytics-py/SKILL.md     |    1 -
 skills/azure-ai-transcription-py/SKILL.md     |    1 -
 .../azure-ai-translation-document-py/SKILL.md |    1 -
 skills/azure-ai-translation-text-py/SKILL.md  |    1 -
 skills/azure-ai-translation-ts/SKILL.md       |    5 +-
 .../SKILL.md                                  |    5 +-
 .../azure-ai-vision-imageanalysis-py/SKILL.md |    1 -
 skills/azure-ai-voicelive-dotnet/SKILL.md     |    1 -
 skills/azure-ai-voicelive-java/SKILL.md       |    1 -
 skills/azure-ai-voicelive-py/SKILL.md         |    5 +-
 skills/azure-ai-voicelive-ts/SKILL.md         |    1 -
 skills/azure-appconfiguration-java/SKILL.md   |    1 -
 skills/azure-appconfiguration-py/SKILL.md     |    1 -
 skills/azure-appconfiguration-ts/SKILL.md     |    5 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/azure-communication-chat-java/SKILL.md |    5 +-
 .../azure-communication-common-java/SKILL.md  |    5 +-
 skills/azure-communication-sms-java/SKILL.md  |    5 +-
 skills/azure-compute-batch-java/SKILL.md      |    1 -
 skills/azure-containerregistry-py/SKILL.md    |    1 -
 skills/azure-cosmos-db-py/SKILL.md            |    5 +-
 skills/azure-cosmos-java/SKILL.md             |    1 -
 skills/azure-cosmos-py/SKILL.md               |    1 -
 skills/azure-cosmos-rust/SKILL.md             |    1 -
 skills/azure-cosmos-ts/SKILL.md               |    1 -
 skills/azure-data-tables-java/SKILL.md        |    5 +-
 skills/azure-data-tables-py/SKILL.md          |    1 -
 skills/azure-eventgrid-dotnet/SKILL.md        |    1 -
 skills/azure-eventgrid-java/SKILL.md          |    5 +-
 skills/azure-eventgrid-py/SKILL.md            |    1 -
 skills/azure-eventhub-dotnet/SKILL.md         |    1 -
 skills/azure-eventhub-java/SKILL.md           |    5 +-
 skills/azure-eventhub-py/SKILL.md             |    1 -
 skills/azure-eventhub-rust/SKILL.md           |    1 -
 skills/azure-eventhub-ts/SKILL.md             |    5 +-
 skills/azure-functions/SKILL.md               |    7 +-
 skills/azure-identity-dotnet/SKILL.md         |    1 -
 skills/azure-identity-java/SKILL.md           |    5 +-
 skills/azure-identity-py/SKILL.md             |    1 -
 skills/azure-identity-rust/SKILL.md           |    1 -
 skills/azure-identity-ts/SKILL.md             |    5 +-
 .../azure-keyvault-certificates-rust/SKILL.md |    1 -
 skills/azure-keyvault-keys-rust/SKILL.md      |    1 -
 skills/azure-keyvault-keys-ts/SKILL.md        |    5 +-
 skills/azure-keyvault-py/SKILL.md             |    1 -
 skills/azure-keyvault-secrets-rust/SKILL.md   |    1 -
 skills/azure-keyvault-secrets-ts/SKILL.md     |    5 +-
 skills/azure-maps-search-dotnet/SKILL.md      |    1 -
 .../azure-messaging-webpubsub-java/SKILL.md   |    5 +-
 .../SKILL.md                                  |    1 -
 skills/azure-mgmt-apicenter-dotnet/SKILL.md   |    1 -
 skills/azure-mgmt-apicenter-py/SKILL.md       |    1 -
 .../azure-mgmt-apimanagement-dotnet/SKILL.md  |    1 -
 skills/azure-mgmt-apimanagement-py/SKILL.md   |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 skills/azure-mgmt-botservice-dotnet/SKILL.md  |    1 -
 skills/azure-mgmt-botservice-py/SKILL.md      |    1 -
 skills/azure-mgmt-fabric-dotnet/SKILL.md      |    1 -
 skills/azure-mgmt-fabric-py/SKILL.md          |    1 -
 .../azure-mgmt-mongodbatlas-dotnet/SKILL.md   |    5 +-
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    5 +-
 skills/azure-monitor-ingestion-java/SKILL.md  |    1 -
 skills/azure-monitor-ingestion-py/SKILL.md    |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../azure-monitor-opentelemetry-py/SKILL.md   |    1 -
 .../azure-monitor-opentelemetry-ts/SKILL.md   |    5 +-
 skills/azure-monitor-query-java/SKILL.md      |    1 -
 skills/azure-monitor-query-py/SKILL.md        |    1 -
 skills/azure-postgres-ts/SKILL.md             |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 skills/azure-search-documents-dotnet/SKILL.md |    1 -
 skills/azure-search-documents-py/SKILL.md     |    1 -
 skills/azure-search-documents-ts/SKILL.md     |    5 +-
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/azure-servicebus-dotnet/SKILL.md       |    1 -
 skills/azure-servicebus-py/SKILL.md           |    1 -
 skills/azure-servicebus-ts/SKILL.md           |    5 +-
 skills/azure-speech-to-text-rest-py/SKILL.md  |    1 -
 skills/azure-storage-blob-java/SKILL.md       |    5 +-
 skills/azure-storage-blob-py/SKILL.md         |    1 -
 skills/azure-storage-blob-rust/SKILL.md       |    1 -
 skills/azure-storage-blob-ts/SKILL.md         |    1 -
 .../azure-storage-file-datalake-py/SKILL.md   |    1 -
 skills/azure-storage-file-share-py/SKILL.md   |    1 -
 skills/azure-storage-file-share-ts/SKILL.md   |    1 -
 skills/azure-storage-queue-py/SKILL.md        |    1 -
 skills/azure-storage-queue-ts/SKILL.md        |    1 -
 skills/azure-web-pubsub-ts/SKILL.md           |    5 +-
 skills/backend-architect/SKILL.md             |    1 -
 skills/backend-dev-guidelines/SKILL.md        |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/backend-security-coder/SKILL.md        |    1 -
 skills/backtesting-frameworks/SKILL.md        |    5 +-
 skills/bamboohr-automation/SKILL.md           |    5 +-
 skills/basecamp-automation/SKILL.md           |    5 +-
 skills/bash-defensive-patterns/SKILL.md       |    5 +-
 skills/bash-linux/SKILL.md                    |    5 +-
 skills/bash-pro/SKILL.md                      |    1 -
 skills/bats-testing-patterns/SKILL.md         |    5 +-
 skills/bazel-build-optimization/SKILL.md      |    5 +-
 skills/beautiful-prose/SKILL.md               |    7 +-
 skills/behavioral-modes/SKILL.md              |    5 +-
 skills/bevy-ecs-expert/SKILL.md               |    5 +-
 skills/billing-automation/SKILL.md            |    5 +-
 skills/binary-analysis-patterns/SKILL.md      |    5 +-
 skills/bitbucket-automation/SKILL.md          |    5 +-
 skills/blockchain-developer/SKILL.md          |    1 -
 skills/blockrun/SKILL.md                      |    5 +-
 skills/box-automation/SKILL.md                |    5 +-
 skills/brainstorming/SKILL.md                 |    5 +-
 skills/brand-guidelines-anthropic/SKILL.md    |    5 +-
 skills/brand-guidelines-community/SKILL.md    |    5 +-
 skills/brevo-automation/SKILL.md              |    5 +-
 skills/broken-authentication/SKILL.md         |    5 +-
 skills/browser-automation/SKILL.md            |    7 +-
 skills/browser-extension-builder/SKILL.md     |    7 +-
 skills/bullmq-specialist/SKILL.md             |    7 +-
 skills/bun-development/SKILL.md               |    5 +-
 skills/burp-suite-testing/SKILL.md            |    5 +-
 skills/business-analyst/SKILL.md              |    1 -
 .../c4-architecture-c4-architecture/SKILL.md  |    5 +-
 skills/c4-code/SKILL.md                       |    1 -
 skills/c4-component/SKILL.md                  |    1 -
 skills/c4-container/SKILL.md                  |    1 -
 skills/c4-context/SKILL.md                    |    1 -
 skills/cal-com-automation/SKILL.md            |    5 +-
 skills/calendly-automation/SKILL.md           |    5 +-
 skills/canva-automation/SKILL.md              |    5 +-
 skills/canvas-design/SKILL.md                 |    5 +-
 .../carrier-relationship-management/SKILL.md  |    1 -
 skills/cc-skill-backend-patterns/SKILL.md     |    5 +-
 skills/cc-skill-clickhouse-io/SKILL.md        |    5 +-
 skills/cc-skill-coding-standards/SKILL.md     |    5 +-
 skills/cc-skill-frontend-patterns/SKILL.md    |    5 +-
 skills/cc-skill-security-review/SKILL.md      |    5 +-
 skills/cdk-patterns/SKILL.md                  |    5 +-
 skills/changelog-automation/SKILL.md          |    5 +-
 skills/chrome-extension-developer/SKILL.md    |    5 +-
 .../SKILL.md                                  |    5 +-
 skills/circleci-automation/SKILL.md           |    5 +-
 skills/clarity-gate/SKILL.md                  |    7 +-
 skills/claude-ally-health/SKILL.md            |    7 +-
 skills/claude-d3js-skill/SKILL.md             |    5 +-
 skills/clean-code/SKILL.md                    |    7 +-
 skills/clerk-auth/SKILL.md                    |    7 +-
 skills/clickup-automation/SKILL.md            |    5 +-
 skills/close-automation/SKILL.md              |    5 +-
 skills/cloud-architect/SKILL.md               |    1 -
 skills/cloud-penetration-testing/SKILL.md     |    5 +-
 skills/cloudflare-workers-expert/SKILL.md     |    5 +-
 skills/cloudformation-best-practices/SKILL.md |    5 +-
 skills/coda-automation/SKILL.md               |    5 +-
 .../code-documentation-code-explain/SKILL.md  |    5 +-
 .../code-documentation-doc-generate/SKILL.md  |    5 +-
 .../code-refactoring-context-restore/SKILL.md |    5 +-
 skills/code-review-ai-ai-review/SKILL.md      |    5 +-
 skills/code-review-checklist/SKILL.md         |    5 +-
 skills/code-review-excellence/SKILL.md        |    5 +-
 skills/code-reviewer/SKILL.md                 |    5 +-
 skills/codebase-cleanup-deps-audit/SKILL.md   |    5 +-
 skills/codex-review/SKILL.md                  |    5 +-
 skills/commit/SKILL.md                        |    7 +-
 skills/competitive-landscape/SKILL.md         |    1 -
 skills/competitor-alternatives/SKILL.md       |    5 +-
 .../comprehensive-review-pr-enhance/SKILL.md  |    5 +-
 skills/computer-use-agents/SKILL.md           |    7 +-
 skills/computer-vision-expert/SKILL.md        |    5 +-
 skills/conductor-implement/SKILL.md           |    5 +-
 skills/conductor-manage/SKILL.md              |    5 +-
 skills/conductor-revert/SKILL.md              |    5 +-
 skills/conductor-setup/SKILL.md               |    1 -
 skills/confluence-automation/SKILL.md         |    5 +-
 skills/content-marketer/SKILL.md              |    1 -
 skills/context-compression/SKILL.md           |    7 +-
 skills/context-degradation/SKILL.md           |    7 +-
 skills/context-driven-development/SKILL.md    |    1 -
 .../SKILL.md                                  |    5 +-
 skills/context-manager/SKILL.md               |    1 -
 skills/context-optimization/SKILL.md          |    7 +-
 skills/context-window-management/SKILL.md     |    7 +-
 skills/context7-auto-research/SKILL.md        |    5 +-
 skills/conversation-memory/SKILL.md           |    7 +-
 skills/convertkit-automation/SKILL.md         |    5 +-
 skills/convex/SKILL.md                        |    7 +-
 skills/copilot-sdk/SKILL.md                   |    5 +-
 skills/copywriting/SKILL.md                   |    3 +-
 skills/core-components/SKILL.md               |    5 +-
 skills/cost-optimization/SKILL.md             |    5 +-
 skills/cpp-pro/SKILL.md                       |    1 -
 skills/cqrs-implementation/SKILL.md           |    5 +-
 skills/create-pr/SKILL.md                     |    7 +-
 skills/crewai/SKILL.md                        |    7 +-
 skills/crypto-bd-agent/SKILL.md               |    1 -
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 web-app/public/skills/neon-postgres/SKILL.md  |    7 +-
 .../skills/nerdzao-elite-gemini-high/SKILL.md |    5 +-
 web-app/public/skills/nerdzao-elite/SKILL.md  |    5 +-
 web-app/public/skills/network-101/SKILL.md    |    5 +-
 .../public/skills/network-engineer/SKILL.md   |    1 -
 .../nextjs-app-router-patterns/SKILL.md       |    5 +-
 .../skills/nextjs-best-practices/SKILL.md     |    5 +-
 .../skills/nextjs-supabase-auth/SKILL.md      |    7 +-
 web-app/public/skills/nft-standards/SKILL.md  |    5 +-
 .../skills/nodejs-backend-patterns/SKILL.md   |    5 +-
 .../skills/nodejs-best-practices/SKILL.md     |    5 +-
 web-app/public/skills/nosql-expert/SKILL.md   |    5 +-
 web-app/public/skills/notebooklm/SKILL.md     |    5 +-
 .../public/skills/notion-automation/SKILL.md  |    5 +-
 .../skills/notion-template-business/SKILL.md  |    7 +-
 .../skills/observability-engineer/SKILL.md    |    1 -
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 .../public/skills/observe-whatsapp/SKILL.md   |    7 +-
 .../SKILL.md                                  |    5 +-
 .../skills/on-call-handoff-patterns/SKILL.md  |    5 +-
 .../skills/one-drive-automation/SKILL.md      |    5 +-
 .../skills/openapi-spec-generation/SKILL.md   |    5 +-
 .../public/skills/outlook-automation/SKILL.md |    5 +-
 .../outlook-calendar-automation/SKILL.md      |    5 +-
 web-app/public/skills/page-cro/SKILL.md       |    1 -
 .../skills/pagerduty-automation/SKILL.md      |    5 +-
 web-app/public/skills/paid-ads/SKILL.md       |    5 +-
 .../public/skills/parallel-agents/SKILL.md    |    5 +-
 .../skills/payment-integration/SKILL.md       |    1 -
 .../public/skills/paypal-integration/SKILL.md |    5 +-
 .../skills/paywall-upgrade-cro/SKILL.md       |    5 +-
 web-app/public/skills/pci-compliance/SKILL.md |    5 +-
 web-app/public/skills/pdf-official/SKILL.md   |    5 +-
 .../public/skills/pentest-checklist/SKILL.md  |    5 +-
 .../public/skills/pentest-commands/SKILL.md   |    5 +-
 .../skills/performance-engineer/SKILL.md      |    5 +-
 .../skills/performance-profiling/SKILL.md     |    5 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 web-app/public/skills/php-pro/SKILL.md        |    1 -
 .../skills/pipedrive-automation/SKILL.md      |    5 +-
 web-app/public/skills/plaid-fintech/SKILL.md  |    7 +-
 web-app/public/skills/plan-writing/SKILL.md   |    5 +-
 .../skills/planning-with-files/SKILL.md       |    5 +-
 .../public/skills/playwright-skill/SKILL.md   |    5 +-
 .../public/skills/podcast-generation/SKILL.md |    5 +-
 web-app/public/skills/popup-cro/SKILL.md      |    5 +-
 .../public/skills/posix-shell-pro/SKILL.md    |    1 -
 .../skills/postgres-best-practices/SKILL.md   |    5 +-
 web-app/public/skills/postgresql/SKILL.md     |    5 +-
 .../public/skills/posthog-automation/SKILL.md |    5 +-
 .../skills/postmark-automation/SKILL.md       |    5 +-
 .../public/skills/postmortem-writing/SKILL.md |    5 +-
 web-app/public/skills/pptx-official/SKILL.md  |    5 +-
 web-app/public/skills/prisma-expert/SKILL.md  |    5 +-
 .../skills/production-code-audit/SKILL.md     |    5 +-
 .../public/skills/programmatic-seo/SKILL.md   |    1 -
 .../skills/projection-patterns/SKILL.md       |    5 +-
 .../skills/prometheus-configuration/SKILL.md  |    5 +-
 web-app/public/skills/prompt-caching/SKILL.md |    7 +-
 .../prompt-engineering-patterns/SKILL.md      |    5 +-
 .../protocol-reverse-engineering/SKILL.md     |    5 +-
 .../public/skills/pydantic-models-py/SKILL.md |    5 +-
 web-app/public/skills/pypict-skill/SKILL.md   |    7 +-
 .../SKILL.md                                  |    5 +-
 .../public/skills/python-packaging/SKILL.md   |    5 +-
 .../public/skills/python-patterns/SKILL.md    |    5 +-
 .../python-performance-optimization/SKILL.md  |    5 +-
 web-app/public/skills/python-pro/SKILL.md     |    1 -
 .../skills/python-testing-patterns/SKILL.md   |    5 +-
 .../skills/quality-nonconformance/SKILL.md    |    1 -
 web-app/public/skills/quant-analyst/SKILL.md  |    1 -
 .../skills/radix-ui-design-system/SKILL.md    |    5 +-
 web-app/public/skills/rag-engineer/SKILL.md   |    7 +-
 .../skills/react-best-practices/SKILL.md      |    5 +-
 .../skills/react-flow-architect/SKILL.md      |    5 +-
 .../public/skills/react-flow-node-ts/SKILL.md |    5 +-
 .../skills/react-modernization/SKILL.md       |    5 +-
 .../skills/react-native-architecture/SKILL.md |    5 +-
 web-app/public/skills/react-patterns/SKILL.md |    5 +-
 .../skills/react-state-management/SKILL.md    |    5 +-
 .../public/skills/react-ui-patterns/SKILL.md  |    5 +-
 web-app/public/skills/readme/SKILL.md         |    7 +-
 .../skills/receiving-code-review/SKILL.md     |    5 +-
 web-app/public/skills/red-team-tools/SKILL.md |    5 +-
 .../public/skills/reddit-automation/SKILL.md  |    5 +-
 .../public/skills/reference-builder/SKILL.md  |    1 -
 .../public/skills/referral-program/SKILL.md   |    5 +-
 .../skills/remotion-best-practices/SKILL.md   |    7 +-
 .../public/skills/render-automation/SKILL.md  |    5 +-
 .../public/skills/research-engineer/SKILL.md  |    5 +-
 .../skills/returns-reverse-logistics/SKILL.md |    1 -
 .../public/skills/reverse-engineer/SKILL.md   |    1 -
 .../skills/risk-metrics-calculation/SKILL.md  |    5 +-
 web-app/public/skills/ruby-pro/SKILL.md       |    1 -
 .../skills/rust-async-patterns/SKILL.md       |    5 +-
 web-app/public/skills/rust-pro/SKILL.md       |    1 -
 .../public/skills/saga-orchestration/SKILL.md |    5 +-
 .../public/skills/sales-automator/SKILL.md    |    1 -
 .../skills/salesforce-automation/SKILL.md     |    5 +-
 .../skills/salesforce-development/SKILL.md    |    7 +-
 .../public/skills/sast-configuration/SKILL.md |    5 +-
 web-app/public/skills/scala-pro/SKILL.md      |    1 -
 web-app/public/skills/scanning-tools/SKILL.md |    5 +-
 web-app/public/skills/schema-markup/SKILL.md  |    1 -
 .../skills/screen-reader-testing/SKILL.md     |    5 +-
 web-app/public/skills/screenshots/SKILL.md    |    7 +-
 .../public/skills/scroll-experience/SKILL.md  |    7 +-
 .../public/skills/search-specialist/SKILL.md  |    5 +-
 .../public/skills/secrets-management/SKILL.md |    5 +-
 .../public/skills/security-auditor/SKILL.md   |    1 -
 .../skills/security-bluebook-builder/SKILL.md |    7 +-
 .../SKILL.md                                  |    5 +-
 .../security-requirement-extraction/SKILL.md  |    5 +-
 .../SKILL.md                                  |    5 +-
 .../SKILL.md                                  |    5 +-
 .../security-scanning-security-sast/SKILL.md  |    1 -
 .../public/skills/segment-automation/SKILL.md |    5 +-
 web-app/public/skills/segment-cdp/SKILL.md    |    7 +-
 .../skills/sendgrid-automation/SKILL.md       |    5 +-
 .../public/skills/senior-architect/SKILL.md   |    5 +-
 .../public/skills/senior-fullstack/SKILL.md   |    5 +-
 .../public/skills/sentry-automation/SKILL.md  |    5 +-
 web-app/public/skills/seo-audit/SKILL.md      |    1 -
 .../skills/seo-authority-builder/SKILL.md     |    1 -
 .../seo-cannibalization-detector/SKILL.md     |    1 -
 .../skills/seo-content-auditor/SKILL.md       |    1 -
 .../skills/seo-content-planner/SKILL.md       |    1 -
 .../skills/seo-content-refresher/SKILL.md     |    1 -
 .../public/skills/seo-content-writer/SKILL.md |    1 -
 .../seo-forensic-incident-response/SKILL.md   |    5 +-
 .../public/skills/seo-fundamentals/SKILL.md   |    1 -
 .../skills/seo-keyword-strategist/SKILL.md    |    1 -
 .../public/skills/seo-meta-optimizer/SKILL.md |    1 -
 .../public/skills/seo-snippet-hunter/SKILL.md |    1 -
 .../skills/seo-structure-architect/SKILL.md   |    1 -
 .../public/skills/server-management/SKILL.md  |    5 +-
 .../skills/service-mesh-expert/SKILL.md       |    5 +-
 .../service-mesh-observability/SKILL.md       |    5 +-
 .../skills/shader-programming-glsl/SKILL.md   |    5 +-
 web-app/public/skills/sharp-edges/SKILL.md    |    7 +-
 .../skills/shodan-reconnaissance/SKILL.md     |    5 +-
 web-app/public/skills/shopify-apps/SKILL.md   |    7 +-
 .../public/skills/shopify-automation/SKILL.md |    5 +-
 .../skills/shopify-development/SKILL.md       |    1 -
 .../similarity-search-patterns/SKILL.md       |    5 +-
 .../public/skills/skill-creator-ms/SKILL.md   |    5 +-
 .../public/skills/skill-developer/SKILL.md    |    5 +-
 .../skills/skill-rails-upgrade/SKILL.md       |    7 +-
 web-app/public/skills/skill-seekers/SKILL.md  |    7 +-
 .../public/skills/slack-automation/SKILL.md   |    5 +-
 .../public/skills/slack-bot-builder/SKILL.md  |    7 +-
 .../public/skills/slack-gif-creator/SKILL.md  |    5 +-
 .../skills/smtp-penetration-testing/SKILL.md  |    5 +-
 web-app/public/skills/social-content/SKILL.md |    5 +-
 .../public/skills/solidity-security/SKILL.md  |    5 +-
 .../public/skills/spark-optimization/SKILL.md |    5 +-
 .../skills/sql-injection-testing/SKILL.md     |    5 +-
 .../skills/sql-optimization-patterns/SKILL.md |    5 +-
 web-app/public/skills/sql-pro/SKILL.md        |    1 -
 .../sqlmap-database-pentesting/SKILL.md       |    5 +-
 .../public/skills/square-automation/SKILL.md  |    5 +-
 .../skills/ssh-penetration-testing/SKILL.md   |    5 +-
 .../public/skills/startup-analyst/SKILL.md    |    1 -
 .../SKILL.md                                  |    1 -
 .../SKILL.md                                  |    1 -
 .../startup-financial-modeling/SKILL.md       |    1 -
 .../public/skills/stitch-ui-design/SKILL.md   |    5 +-
 .../skills/stride-analysis-patterns/SKILL.md  |    5 +-
 .../public/skills/stripe-automation/SKILL.md  |    5 +-
 .../public/skills/stripe-integration/SKILL.md |    5 +-
 .../subagent-driven-development/SKILL.md      |    5 +-
 .../skills/supabase-automation/SKILL.md       |    5 +-
 .../skills/swiftui-expert-skill/SKILL.md      |    7 +-
 .../skills/systematic-debugging/SKILL.md      |    5 +-
 .../systems-programming-rust-project/SKILL.md |    5 +-
 .../skills/tailwind-design-system/SKILL.md    |    5 +-
 .../public/skills/tailwind-patterns/SKILL.md  |    5 +-
 web-app/public/skills/tavily-web/SKILL.md     |    5 +-
 .../public/skills/tdd-orchestrator/SKILL.md   |    1 -
 web-app/public/skills/tdd-workflow/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-cycle/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-green/SKILL.md   |    5 +-
 .../skills/tdd-workflows-tdd-red/SKILL.md     |    5 +-
 .../tdd-workflows-tdd-refactor/SKILL.md       |    5 +-
 .../skills/team-collaboration-issue/SKILL.md  |    5 +-
 .../team-collaboration-standup-notes/SKILL.md |    5 +-
 .../skills/telegram-automation/SKILL.md       |    5 +-
 .../skills/telegram-bot-builder/SKILL.md      |    7 +-
 .../public/skills/telegram-mini-app/SKILL.md  |    7 +-
 .../skills/temporal-golang-pro/SKILL.md       |    5 +-
 .../skills/temporal-python-pro/SKILL.md       |    1 -
 .../skills/temporal-python-testing/SKILL.md   |    5 +-
 .../skills/terraform-aws-modules/SKILL.md     |    5 +-
 .../skills/terraform-module-library/SKILL.md  |    5 +-
 .../public/skills/terraform-skill/SKILL.md    |    7 +-
 .../skills/terraform-specialist/SKILL.md      |    1 -
 web-app/public/skills/test-automator/SKILL.md |    1 -
 .../skills/test-driven-development/SKILL.md   |    5 +-
 web-app/public/skills/test-fixing/SKILL.md    |    5 +-
 .../public/skills/testing-patterns/SKILL.md   |    5 +-
 web-app/public/skills/theme-factory/SKILL.md  |    5 +-
 .../skills/threat-mitigation-mapping/SKILL.md |    5 +-
 .../skills/threat-modeling-expert/SKILL.md    |    5 +-
 web-app/public/skills/threejs-skills/SKILL.md |    7 +-
 .../public/skills/tiktok-automation/SKILL.md  |    5 +-
 .../public/skills/todoist-automation/SKILL.md |    5 +-
 .../skills/top-web-vulnerabilities/SKILL.md   |    5 +-
 .../public/skills/track-management/SKILL.md   |    1 -
 .../public/skills/trello-automation/SKILL.md  |    5 +-
 web-app/public/skills/trigger-dev/SKILL.md    |    7 +-
 .../public/skills/turborepo-caching/SKILL.md  |    5 +-
 .../public/skills/tutorial-engineer/SKILL.md  |    3 +-
 .../skills/twilio-communications/SKILL.md     |    7 +-
 .../public/skills/twitter-automation/SKILL.md |    5 +-
 .../skills/typescript-advanced-types/SKILL.md |    5 +-
 web-app/public/skills/typescript-pro/SKILL.md |    1 -
 web-app/public/skills/ui-skills/SKILL.md      |    7 +-
 web-app/public/skills/ui-ux-designer/SKILL.md |    1 -
 web-app/public/skills/ui-ux-pro-max/SKILL.md  |    5 +-
 .../skills/ui-visual-validator/SKILL.md       |    1 -
 .../unit-testing-test-generate/SKILL.md       |    5 +-
 .../public/skills/unity-developer/SKILL.md    |    1 -
 .../public/skills/unity-ecs-patterns/SKILL.md |    5 +-
 .../skills/unreal-engine-cpp-pro/SKILL.md     |    5 +-
 web-app/public/skills/upgrading-expo/SKILL.md |    7 +-
 web-app/public/skills/upstash-qstash/SKILL.md |    7 +-
 .../skills/using-git-worktrees/SKILL.md       |    5 +-
 web-app/public/skills/using-neon/SKILL.md     |    7 +-
 .../public/skills/uv-package-manager/SKILL.md |    5 +-
 .../skills/varlock-claude-skill/SKILL.md      |    7 +-
 .../skills/vector-database-engineer/SKILL.md  |    5 +-
 .../skills/vector-index-tuning/SKILL.md       |    5 +-
 .../public/skills/vercel-automation/SKILL.md  |    5 +-
 .../skills/vercel-deploy-claimable/SKILL.md   |    7 +-
 .../public/skills/vercel-deployment/SKILL.md  |    7 +-
 .../verification-before-completion/SKILL.md   |    5 +-
 web-app/public/skills/vexor/SKILL.md          |    7 +-
 .../public/skills/vibe-code-auditor/SKILL.md  |    3 +-
 .../skills/viral-generator-builder/SKILL.md   |    7 +-
 web-app/public/skills/voice-agents/SKILL.md   |    7 +-
 .../skills/voice-ai-development/SKILL.md      |    7 +-
 .../voice-ai-engine-development/SKILL.md      |    5 +-
 .../skills/vulnerability-scanner/SKILL.md     |    5 +-
 .../skills/wcag-audit-patterns/SKILL.md       |    5 +-
 .../skills/web-artifacts-builder/SKILL.md     |    5 +-
 .../skills/web-design-guidelines/SKILL.md     |    5 +-
 .../web-performance-optimization/SKILL.md     |    5 +-
 web-app/public/skills/web3-testing/SKILL.md   |    5 +-
 web-app/public/skills/webapp-testing/SKILL.md |    5 +-
 .../public/skills/webflow-automation/SKILL.md |    5 +-
 .../skills/whatsapp-automation/SKILL.md       |    5 +-
 web-app/public/skills/wiki-architect/SKILL.md |    5 +-
 web-app/public/skills/wiki-changelog/SKILL.md |    5 +-
 .../public/skills/wiki-onboarding/SKILL.md    |    5 +-
 .../public/skills/wiki-page-writer/SKILL.md   |    5 +-
 web-app/public/skills/wiki-qa/SKILL.md        |    5 +-
 web-app/public/skills/wiki-vitepress/SKILL.md |    5 +-
 .../windows-privilege-escalation/SKILL.md     |    5 +-
 .../wordpress-penetration-testing/SKILL.md    |    5 +-
 .../skills/workflow-automation/SKILL.md       |    7 +-
 .../workflow-orchestration-patterns/SKILL.md  |    5 +-
 .../public/skills/workflow-patterns/SKILL.md  |    1 -
 .../public/skills/wrike-automation/SKILL.md   |    5 +-
 web-app/public/skills/writing-plans/SKILL.md  |    5 +-
 .../skills/x-article-publisher-skill/SKILL.md |    7 +-
 web-app/public/skills/xlsx-official/SKILL.md  |    5 +-
 .../public/skills/xss-html-injection/SKILL.md |    5 +-
 .../public/skills/youtube-automation/SKILL.md |    5 +-
 .../skills/zapier-make-patterns/SKILL.md      |    7 +-
 .../public/skills/zendesk-automation/SKILL.md |    5 +-
 .../skills/zoho-crm-automation/SKILL.md       |    5 +-
 .../public/skills/zoom-automation/SKILL.md    |    5 +-
 .../public/skills/zustand-store-ts/SKILL.md   |    5 +-
 web-app/test_output.txt                       |   70 +
 1701 files changed, 4480 insertions(+), 10769 deletions(-)
 delete mode 100644 scripts/categorize_skills.py
 delete mode 100644 uncategorized_list.json
 create mode 100644 web-app/test_output.txt

diff --git a/package.json b/package.json
index 5817bb8b..8360ca05 100644
--- a/package.json
+++ b/package.json
@@ -3,7 +3,6 @@
   "version": "6.10.0",
   "description": "900+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
   "license": "MIT",
-  "type": "module",
   "scripts": {
     "validate": "node scripts/run-python.js scripts/validate_skills.py",
     "validate:strict": "node scripts/run-python.js scripts/validate_skills.py --strict",
@@ -45,4 +44,4 @@
     "agentic-skills",
     "ai-coding"
   ]
-}
\ No newline at end of file
+}
diff --git a/scripts/categorize_skills.py b/scripts/categorize_skills.py
deleted file mode 100644
index 13aaf3ed..00000000
--- a/scripts/categorize_skills.py
+++ /dev/null
@@ -1,76 +0,0 @@
-
-import os
-import re
-import json
-
-CATEGORIES = {
-    "security": ["security", "pentest", "attack", "exploit", "auth", "vulnerability", "hacking", "cyber", "xss", "sql-injection", "privilege", "reverse-engineer", "attacks"],
-    "automation": ["automation", "automate", "workflow", "integration", "tool-builder", "action", "mcp", "orchestrate"],
-    "cloud": ["aws", "azure", "gcp", "cloud", "supabase", "vercel", "host", "compute", "serverless", "infrastructure"],
-    "frontend": ["react", "angular", "vue", "frontend", "web", "css", "tailwind", "ui", "ux", "browser", "extension"],
-    "backend": ["api", "backend", "nodejs", "python", "fastapi", "django", "laravel", "ruby", "go-", "server-", "backend-patterns"],
-    "data": ["data", "database", "analytics", "spreadsheet", "csv", "sql", "excel", "google-sheets", "airtable", "postgres", "cosmos", "mysql"],
-    "ai-ml": ["agent", "ai", "llm", "ml", "model", "prompt", "gpt", "claude", "gemini", "rag", "eval", "pydantic"],
-    "devops": ["cicd", "docker", "k8s", "kubernetes", "deploy", "pipeline", "git", "github", "gitlab", "cicd-", "ci-"],
-    "communication": ["email", "whatsapp", "slack", "discord", "telegram", "messenger", "sms", "communication", "gmail", "outlook"],
-    "productivity": ["asana", "jira", "trello", "monday", "todoist", "notion", "productivity", "management", "confluence", "linear"],
-    "content": ["markdown", "text", "audio", "video", "content", "writer", "generate", "summarize", "search", "scraper", "crawling"]
-}
-
-SKILLS_DIR = 'skills'
-
-def get_category(skill_id, name, desc):
-    text = f"{skill_id} {name} {desc}".lower()
-    for cat, keywords in CATEGORIES.items():
-        if any(kw in text for kw in keywords):
-            return cat
-    return "uncategorized"
-
-def update_skill(skill_id, name, desc):
-    skill_path = os.path.join(SKILLS_DIR, skill_id, 'SKILL.md')
-    if not os.path.exists(skill_path):
-        return False
-    
-    category = get_category(skill_id, name, desc)
-    if category == "uncategorized":
-        return False
-
-    with open(skill_path, 'r', encoding='utf-8') as f:
-        content = f.read()
-
-    # Check if category already exists in frontmatter
-    frontmatter_match = re.match(r'---\n(.*?)\n---', content, re.DOTALL)
-    if not frontmatter_match:
-        return False
-
-    frontmatter = frontmatter_match.group(1)
-    if 'category:' in frontmatter:
-        return False # Skip if already categorized
-
-    # Prepend category
-    new_frontmatter = f"category: {category}\n" + frontmatter
-    new_content = content.replace(frontmatter, new_frontmatter, 1)
-
-    with open(skill_path, 'w', encoding='utf-8') as f:
-        f.write(new_content)
-    
-    return True
-
-def main():
-    if not os.path.exists('uncategorized_list.json'):
-        print("uncategorized_list.json not found")
-        return
-
-    with open('uncategorized_list.json', 'r', encoding='utf-8') as f:
-        skills = json.load(f)
-
-    updated_count = 0
-    for skill in skills:
-        if update_skill(skill['id'], skill['name'], skill['desc']):
-            updated_count += 1
-            print(f"Updated {skill['id']}")
-
-    print(f"Finished. Total updated: {updated_count}")
-
-if __name__ == "__main__":
-    main()
diff --git a/skills/3d-web-experience/SKILL.md b/skills/3d-web-experience/SKILL.md
index d70f67fa..f1ca0758 100644
--- a/skills/3d-web-experience/SKILL.md
+++ b/skills/3d-web-experience/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 3d-web-experience
-description: Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
+description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # 3D Web Experience
diff --git a/skills/ab-test-setup/SKILL.md b/skills/ab-test-setup/SKILL.md
index 15186a40..e72382ee 100644
--- a/skills/ab-test-setup/SKILL.md
+++ b/skills/ab-test-setup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ab-test-setup
-description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
+description: "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # A/B Test Setup
diff --git a/skills/accessibility-compliance-accessibility-audit/SKILL.md b/skills/accessibility-compliance-accessibility-audit/SKILL.md
index cd74adcc..32e0d706 100644
--- a/skills/accessibility-compliance-accessibility-audit/SKILL.md
+++ b/skills/accessibility-compliance-accessibility-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: accessibility-compliance-accessibility-audit
-description: You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
+description: "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Accessibility Audit and Testing
diff --git a/skills/activecampaign-automation/SKILL.md b/skills/activecampaign-automation/SKILL.md
index e476433b..a3c6d2cb 100644
--- a/skills/activecampaign-automation/SKILL.md
+++ b/skills/activecampaign-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: activecampaign-automation
-description: 'Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.'
+description: "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ActiveCampaign Automation via Rube MCP
diff --git a/skills/address-github-comments/SKILL.md b/skills/address-github-comments/SKILL.md
index 02d79e45..f65e6724 100644
--- a/skills/address-github-comments/SKILL.md
+++ b/skills/address-github-comments/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: address-github-comments
-description: Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
+description: "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Address GitHub Comments
diff --git a/skills/agent-evaluation/SKILL.md b/skills/agent-evaluation/SKILL.md
index 338a4ec7..36a97c1f 100644
--- a/skills/agent-evaluation/SKILL.md
+++ b/skills/agent-evaluation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-evaluation
-description: Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...
+description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: testing
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Evaluation
diff --git a/skills/agent-framework-azure-ai-py/SKILL.md b/skills/agent-framework-azure-ai-py/SKILL.md
index b60ce44a..6407dea3 100644
--- a/skills/agent-framework-azure-ai-py/SKILL.md
+++ b/skills/agent-framework-azure-ai-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-framework-azure-ai-py
-description: Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
+description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Agent Framework Azure Hosted Agents
diff --git a/skills/agent-manager-skill/SKILL.md b/skills/agent-manager-skill/SKILL.md
index db73793b..f898fca1 100644
--- a/skills/agent-manager-skill/SKILL.md
+++ b/skills/agent-manager-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-manager-skill
-description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
+description: "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Agent Manager Skill
diff --git a/skills/agent-memory-mcp/SKILL.md b/skills/agent-memory-mcp/SKILL.md
index 3d62b357..224a5095 100644
--- a/skills/agent-memory-mcp/SKILL.md
+++ b/skills/agent-memory-mcp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-memory-mcp
-description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
+description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Agent Memory Skill
diff --git a/skills/agent-memory-systems/SKILL.md b/skills/agent-memory-systems/SKILL.md
index 10c857a0..0d6e1e2a 100644
--- a/skills/agent-memory-systems/SKILL.md
+++ b/skills/agent-memory-systems/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-memory-systems
-description: 'Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...'
+description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Memory Systems
diff --git a/skills/agent-orchestration-improve-agent/SKILL.md b/skills/agent-orchestration-improve-agent/SKILL.md
index 6a385f2a..b7eb4207 100644
--- a/skills/agent-orchestration-improve-agent/SKILL.md
+++ b/skills/agent-orchestration-improve-agent/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-orchestration-improve-agent
-description: Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
+description: "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Agent Performance Optimization Workflow
diff --git a/skills/agent-orchestration-multi-agent-optimize/SKILL.md b/skills/agent-orchestration-multi-agent-optimize/SKILL.md
index 37875738..bd4e5184 100644
--- a/skills/agent-orchestration-multi-agent-optimize/SKILL.md
+++ b/skills/agent-orchestration-multi-agent-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-orchestration-multi-agent-optimize
-description: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
+description: "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Optimization Toolkit
diff --git a/skills/agent-tool-builder/SKILL.md b/skills/agent-tool-builder/SKILL.md
index 826c1267..06f5a08e 100644
--- a/skills/agent-tool-builder/SKILL.md
+++ b/skills/agent-tool-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-tool-builder
-description: Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
+description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Tool Builder
diff --git a/skills/agentfolio/SKILL.md b/skills/agentfolio/SKILL.md
index f7e3f7a3..088e63fc 100644
--- a/skills/agentfolio/SKILL.md
+++ b/skills/agentfolio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agentfolio
-description: Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
+description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
 risk: unknown
 source: agentfolio.io
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # AgentFolio
diff --git a/skills/agentmail/SKILL.md b/skills/agentmail/SKILL.md
index 25f1c211..6c4bd7f4 100644
--- a/skills/agentmail/SKILL.md
+++ b/skills/agentmail/SKILL.md
@@ -3,7 +3,6 @@ name: agentmail
 description: Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
 risk: safe
 source: community
-category: backend
 ---
 
 # AgentMail — Email for AI Agents
diff --git a/skills/agents-v2-py/SKILL.md b/skills/agents-v2-py/SKILL.md
index 1021fccd..aec4c021 100644
--- a/skills/agents-v2-py/SKILL.md
+++ b/skills/agents-v2-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agents-v2-py
-description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
+description: "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/skills/ai-agents-architect/SKILL.md b/skills/ai-agents-architect/SKILL.md
index 6a6467fd..939c7ecb 100644
--- a/skills/ai-agents-architect/SKILL.md
+++ b/skills/ai-agents-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ai-agents-architect
-description: 'Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...'
+description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AI Agents Architect
diff --git a/skills/ai-engineer/SKILL.md b/skills/ai-engineer/SKILL.md
index ecf513f6..a75993a7 100644
--- a/skills/ai-engineer/SKILL.md
+++ b/skills/ai-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready LLM applications, advanced RAG systems, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.
diff --git a/skills/ai-product/SKILL.md b/skills/ai-product/SKILL.md
index 74668fd8..cc1c7d41 100644
--- a/skills/ai-product/SKILL.md
+++ b/skills/ai-product/SKILL.md
@@ -4,7 +4,6 @@ description: Every product will be AI-powered. The question is whether you'll bu
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # AI Product Development
diff --git a/skills/ai-wrapper-product/SKILL.md b/skills/ai-wrapper-product/SKILL.md
index f4858106..33f5c5cd 100644
--- a/skills/ai-wrapper-product/SKILL.md
+++ b/skills/ai-wrapper-product/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ai-wrapper-product
-description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
+description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AI Wrapper Product
diff --git a/skills/airflow-dag-patterns/SKILL.md b/skills/airflow-dag-patterns/SKILL.md
index 10af29ff..4e285a72 100644
--- a/skills/airflow-dag-patterns/SKILL.md
+++ b/skills/airflow-dag-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: airflow-dag-patterns
-description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
+description: "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Apache Airflow DAG Patterns
diff --git a/skills/airtable-automation/SKILL.md b/skills/airtable-automation/SKILL.md
index 4b2772fe..91b46786 100644
--- a/skills/airtable-automation/SKILL.md
+++ b/skills/airtable-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: airtable-automation
-description: 'Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.'
+description: "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Airtable Automation via Rube MCP
diff --git a/skills/algolia-search/SKILL.md b/skills/algolia-search/SKILL.md
index 239a240e..73647c0d 100644
--- a/skills/algolia-search/SKILL.md
+++ b/skills/algolia-search/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: algolia-search
-description: 'Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.'
+description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Algolia Search Integration
diff --git a/skills/algorithmic-art/SKILL.md b/skills/algorithmic-art/SKILL.md
index 027ea77f..0769241e 100644
--- a/skills/algorithmic-art/SKILL.md
+++ b/skills/algorithmic-art/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: algorithmic-art
-description: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
+description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).
diff --git a/skills/amplitude-automation/SKILL.md b/skills/amplitude-automation/SKILL.md
index 238a9de5..d9c1f150 100644
--- a/skills/amplitude-automation/SKILL.md
+++ b/skills/amplitude-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: amplitude-automation
-description: 'Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.'
+description: "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Amplitude Automation via Rube MCP
diff --git a/skills/analytics-tracking/SKILL.md b/skills/analytics-tracking/SKILL.md
index bc0eadc1..86087f5d 100644
--- a/skills/analytics-tracking/SKILL.md
+++ b/skills/analytics-tracking/SKILL.md
@@ -4,7 +4,6 @@ description: Design, audit, and improve analytics tracking systems that produce
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 # Analytics Tracking & Measurement Strategy
diff --git a/skills/android-jetpack-compose-expert/SKILL.md b/skills/android-jetpack-compose-expert/SKILL.md
index 9ca2bf6d..55817790 100644
--- a/skills/android-jetpack-compose-expert/SKILL.md
+++ b/skills/android-jetpack-compose-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: android-jetpack-compose-expert
-description: Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
+description: "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Android Jetpack Compose Expert
diff --git a/skills/android_ui_verification/SKILL.md b/skills/android_ui_verification/SKILL.md
index d136601b..98511618 100644
--- a/skills/android_ui_verification/SKILL.md
+++ b/skills/android_ui_verification/SKILL.md
@@ -3,8 +3,7 @@ name: android_ui_verification
 description: Automated end-to-end UI testing and verification on an Android Emulator using ADB.
 risk: safe
 source: community
-date_added: '2026-02-28'
-category: testing
+date_added: "2026-02-28"
 ---
 
 # Android UI Verification Skill
diff --git a/skills/angular-best-practices/SKILL.md b/skills/angular-best-practices/SKILL.md
index 250c5804..891fdda0 100644
--- a/skills/angular-best-practices/SKILL.md
+++ b/skills/angular-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-best-practices
-description: Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
+description: "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular Best Practices
diff --git a/skills/angular-migration/SKILL.md b/skills/angular-migration/SKILL.md
index d713711e..760df3dc 100644
--- a/skills/angular-migration/SKILL.md
+++ b/skills/angular-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-migration
-description: Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
+description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular Migration
diff --git a/skills/angular-state-management/SKILL.md b/skills/angular-state-management/SKILL.md
index 95b8daad..88624cd2 100644
--- a/skills/angular-state-management/SKILL.md
+++ b/skills/angular-state-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-state-management
-description: Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
+description: "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular State Management
diff --git a/skills/angular-ui-patterns/SKILL.md b/skills/angular-ui-patterns/SKILL.md
index 173b7594..e51ce052 100644
--- a/skills/angular-ui-patterns/SKILL.md
+++ b/skills/angular-ui-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-ui-patterns
-description: Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
+description: "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular UI Patterns
diff --git a/skills/angular/SKILL.md b/skills/angular/SKILL.md
index 62254313..761f8e5f 100644
--- a/skills/angular/SKILL.md
+++ b/skills/angular/SKILL.md
@@ -4,7 +4,6 @@ description: Modern Angular (v20+) expert with deep knowledge of Signals, Standa
 risk: safe
 source: self
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Angular Expert
diff --git a/skills/anti-reversing-techniques/SKILL.md b/skills/anti-reversing-techniques/SKILL.md
index c3858a47..9ac58193 100644
--- a/skills/anti-reversing-techniques/SKILL.md
+++ b/skills/anti-reversing-techniques/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: anti-reversing-techniques
-description: Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
+description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 > **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:
diff --git a/skills/antigravity-workflows/SKILL.md b/skills/antigravity-workflows/SKILL.md
index 7b85551b..48cc1540 100644
--- a/skills/antigravity-workflows/SKILL.md
+++ b/skills/antigravity-workflows/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: antigravity-workflows
-description: Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
+description: "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
 risk: none
 source: self
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Antigravity Workflows
diff --git a/skills/api-design-principles/SKILL.md b/skills/api-design-principles/SKILL.md
index 8a53eae5..eacdb62b 100644
--- a/skills/api-design-principles/SKILL.md
+++ b/skills/api-design-principles/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-design-principles
-description: Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
+description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Design Principles
diff --git a/skills/api-documentation-generator/SKILL.md b/skills/api-documentation-generator/SKILL.md
index 32c7060b..27f0bc05 100644
--- a/skills/api-documentation-generator/SKILL.md
+++ b/skills/api-documentation-generator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-documentation-generator
-description: Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
+description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Documentation Generator
diff --git a/skills/api-documenter/SKILL.md b/skills/api-documenter/SKILL.md
index d54edea3..3ab03b22 100644
--- a/skills/api-documenter/SKILL.md
+++ b/skills/api-documenter/SKILL.md
@@ -4,7 +4,6 @@ description: Master API documentation with OpenAPI 3.1, AI-powered tools, and mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.
 
diff --git a/skills/api-fuzzing-bug-bounty/SKILL.md b/skills/api-fuzzing-bug-bounty/SKILL.md
index b20b5c40..60906ad2 100644
--- a/skills/api-fuzzing-bug-bounty/SKILL.md
+++ b/skills/api-fuzzing-bug-bounty/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-fuzzing-bug-bounty
-description: This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b...
+description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Fuzzing for Bug Bounty
diff --git a/skills/api-patterns/SKILL.md b/skills/api-patterns/SKILL.md
index cf023030..f21b684c 100644
--- a/skills/api-patterns/SKILL.md
+++ b/skills/api-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-patterns
-description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
+description: "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Patterns
diff --git a/skills/api-security-best-practices/SKILL.md b/skills/api-security-best-practices/SKILL.md
index 93d0c28e..f19ff6fe 100644
--- a/skills/api-security-best-practices/SKILL.md
+++ b/skills/api-security-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-security-best-practices
-description: Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
+description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # API Security Best Practices
diff --git a/skills/api-testing-observability-api-mock/SKILL.md b/skills/api-testing-observability-api-mock/SKILL.md
index 3be81e2b..d2724a86 100644
--- a/skills/api-testing-observability-api-mock/SKILL.md
+++ b/skills/api-testing-observability-api-mock/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-testing-observability-api-mock
-description: You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
+description: "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # API Mocking Framework
diff --git a/skills/apify-actor-development/SKILL.md b/skills/apify-actor-development/SKILL.md
index 14b3587a..3df9de06 100644
--- a/skills/apify-actor-development/SKILL.md
+++ b/skills/apify-actor-development/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-actor-development
-description: Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...
-category: cloud
+description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
 ---
 
 # Apify Actor Development
diff --git a/skills/apify-actorization/SKILL.md b/skills/apify-actorization/SKILL.md
index efc6dbfe..4f90b1d0 100644
--- a/skills/apify-actorization/SKILL.md
+++ b/skills/apify-actorization/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-actorization
-description: Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...
-category: web-development
+description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
 ---
 
 # Apify Actorization
diff --git a/skills/apify-audience-analysis/SKILL.md b/skills/apify-audience-analysis/SKILL.md
index c0f8a04f..7ce31aa7 100644
--- a/skills/apify-audience-analysis/SKILL.md
+++ b/skills/apify-audience-analysis/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-audience-analysis
 description: Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
-category: backend
 ---
 
 # Audience Analysis
diff --git a/skills/apify-brand-reputation-monitoring/SKILL.md b/skills/apify-brand-reputation-monitoring/SKILL.md
index 7278a8cd..e38a8d4a 100644
--- a/skills/apify-brand-reputation-monitoring/SKILL.md
+++ b/skills/apify-brand-reputation-monitoring/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-brand-reputation-monitoring
-description: Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...
-category: devops
+description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
 ---
 
 # Brand Reputation Monitoring
diff --git a/skills/apify-competitor-intelligence/SKILL.md b/skills/apify-competitor-intelligence/SKILL.md
index a6423b30..eb5bdc34 100644
--- a/skills/apify-competitor-intelligence/SKILL.md
+++ b/skills/apify-competitor-intelligence/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-competitor-intelligence
 description: Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
-category: content
 ---
 
 # Competitor Intelligence
diff --git a/skills/apify-content-analytics/SKILL.md b/skills/apify-content-analytics/SKILL.md
index 0e80be64..021eeb5c 100644
--- a/skills/apify-content-analytics/SKILL.md
+++ b/skills/apify-content-analytics/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-content-analytics
 description: Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
-category: data-science
 ---
 
 # Content Analytics
diff --git a/skills/apify-ecommerce/SKILL.md b/skills/apify-ecommerce/SKILL.md
index 5c1fd27e..0e2dc9e6 100644
--- a/skills/apify-ecommerce/SKILL.md
+++ b/skills/apify-ecommerce/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-ecommerce
-description: Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...
-category: cloud
+description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
 ---
 
 # E-commerce Data Extraction
diff --git a/skills/apify-influencer-discovery/SKILL.md b/skills/apify-influencer-discovery/SKILL.md
index 299f4016..12404a0b 100644
--- a/skills/apify-influencer-discovery/SKILL.md
+++ b/skills/apify-influencer-discovery/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-influencer-discovery
 description: Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
-category: backend
 ---
 
 # Influencer Discovery
diff --git a/skills/apify-lead-generation/SKILL.md b/skills/apify-lead-generation/SKILL.md
index 0b32db3f..18d01f3e 100644
--- a/skills/apify-lead-generation/SKILL.md
+++ b/skills/apify-lead-generation/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-lead-generation
-description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...
-category: web-development
+description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
 ---
 
 # Lead Generation
diff --git a/skills/apify-market-research/SKILL.md b/skills/apify-market-research/SKILL.md
index fe798689..95e926b4 100644
--- a/skills/apify-market-research/SKILL.md
+++ b/skills/apify-market-research/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-market-research
 description: Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
-category: backend
 ---
 
 # Market Research
diff --git a/skills/apify-trend-analysis/SKILL.md b/skills/apify-trend-analysis/SKILL.md
index 84e941bb..7692cde3 100644
--- a/skills/apify-trend-analysis/SKILL.md
+++ b/skills/apify-trend-analysis/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-trend-analysis
 description: Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
-category: content
 ---
 
 # Trend Analysis
diff --git a/skills/apify-ultimate-scraper/SKILL.md b/skills/apify-ultimate-scraper/SKILL.md
index 9550961a..b41a22ca 100644
--- a/skills/apify-ultimate-scraper/SKILL.md
+++ b/skills/apify-ultimate-scraper/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-ultimate-scraper
-description: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...
-category: web-development
+description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
 ---
 
 # Universal Web Scraper
diff --git a/skills/app-builder/SKILL.md b/skills/app-builder/SKILL.md
index 36b217f6..ea04a6a1 100644
--- a/skills/app-builder/SKILL.md
+++ b/skills/app-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: app-builder
-description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
+description: "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # App Builder - Application Building Orchestrator
diff --git a/skills/app-builder/templates/SKILL.md b/skills/app-builder/templates/SKILL.md
index edffd9bb..e7d796f1 100644
--- a/skills/app-builder/templates/SKILL.md
+++ b/skills/app-builder/templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: templates
-description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
+description: "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Project Templates
diff --git a/skills/app-store-optimization/SKILL.md b/skills/app-store-optimization/SKILL.md
index 49b5ed38..f41f3214 100644
--- a/skills/app-store-optimization/SKILL.md
+++ b/skills/app-store-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: app-store-optimization
-description: Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
+description: "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # App Store Optimization (ASO) Skill
diff --git a/skills/appdeploy/SKILL.md b/skills/appdeploy/SKILL.md
index 21076e53..633f1d28 100644
--- a/skills/appdeploy/SKILL.md
+++ b/skills/appdeploy/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: appdeploy
-description: Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
+description: "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
 risk: safe
-source: AppDeploy (MIT)
-date_added: '2026-02-27'
-category: backend
+source: "AppDeploy (MIT)"
+date_added: "2026-02-27"
 ---
 
 # AppDeploy Skill
diff --git a/skills/application-performance-performance-optimization/SKILL.md b/skills/application-performance-performance-optimization/SKILL.md
index c3f3571e..d8b2fac6 100644
--- a/skills/application-performance-performance-optimization/SKILL.md
+++ b/skills/application-performance-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: application-performance-performance-optimization
-description: Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
+description: "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 Optimize application performance end-to-end using specialized performance and optimization agents:
diff --git a/skills/architecture-decision-records/SKILL.md b/skills/architecture-decision-records/SKILL.md
index dba561fd..1249c7b5 100644
--- a/skills/architecture-decision-records/SKILL.md
+++ b/skills/architecture-decision-records/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture-decision-records
-description: Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
+description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Architecture Decision Records
diff --git a/skills/architecture-patterns/SKILL.md b/skills/architecture-patterns/SKILL.md
index 0a842c7b..e6c189df 100644
--- a/skills/architecture-patterns/SKILL.md
+++ b/skills/architecture-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture-patterns
-description: Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
+description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Architecture Patterns
diff --git a/skills/architecture/SKILL.md b/skills/architecture/SKILL.md
index 9d9fe3c8..773152e3 100644
--- a/skills/architecture/SKILL.md
+++ b/skills/architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture
-description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
+description: "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Architecture Decision Framework
diff --git a/skills/arm-cortex-expert/SKILL.md b/skills/arm-cortex-expert/SKILL.md
index 10558a18..94121ce4 100644
--- a/skills/arm-cortex-expert/SKILL.md
+++ b/skills/arm-cortex-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Senior embedded software engineer specializing in firmware and driv
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # @arm-cortex-expert
diff --git a/skills/asana-automation/SKILL.md b/skills/asana-automation/SKILL.md
index b0f7b0c1..44d0f6c1 100644
--- a/skills/asana-automation/SKILL.md
+++ b/skills/asana-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: asana-automation
-description: 'Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.'
+description: "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Asana Automation via Rube MCP
diff --git a/skills/async-python-patterns/SKILL.md b/skills/async-python-patterns/SKILL.md
index 5f90f7c5..6361481d 100644
--- a/skills/async-python-patterns/SKILL.md
+++ b/skills/async-python-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: async-python-patterns
-description: Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
+description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Async Python Patterns
diff --git a/skills/attack-tree-construction/SKILL.md b/skills/attack-tree-construction/SKILL.md
index f829b12d..22ed1dc5 100644
--- a/skills/attack-tree-construction/SKILL.md
+++ b/skills/attack-tree-construction/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: attack-tree-construction
-description: Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
+description: "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Attack Tree Construction
diff --git a/skills/auth-implementation-patterns/SKILL.md b/skills/auth-implementation-patterns/SKILL.md
index 30cd8fa0..bba4d30b 100644
--- a/skills/auth-implementation-patterns/SKILL.md
+++ b/skills/auth-implementation-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: auth-implementation-patterns
-description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
+description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Authentication & Authorization Implementation Patterns
diff --git a/skills/automate-whatsapp/SKILL.md b/skills/automate-whatsapp/SKILL.md
index 87b7bfff..1d040b9a 100644
--- a/skills/automate-whatsapp/SKILL.md
+++ b/skills/automate-whatsapp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: automate-whatsapp
-description: 'Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...'
+description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
 risk: safe
-source: https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
+date_added: "2026-02-27"
 ---
 
 # Automate WhatsApp
diff --git a/skills/autonomous-agent-patterns/SKILL.md b/skills/autonomous-agent-patterns/SKILL.md
index a7e5febf..6e74fa12 100644
--- a/skills/autonomous-agent-patterns/SKILL.md
+++ b/skills/autonomous-agent-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: autonomous-agent-patterns
-description: Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
+description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # 🕹️ Autonomous Agent Patterns
diff --git a/skills/autonomous-agents/SKILL.md b/skills/autonomous-agents/SKILL.md
index a322ec85..2e646118 100644
--- a/skills/autonomous-agents/SKILL.md
+++ b/skills/autonomous-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: autonomous-agents
-description: Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
+description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Autonomous Agents
diff --git a/skills/avalonia-layout-zafiro/SKILL.md b/skills/avalonia-layout-zafiro/SKILL.md
index 13e92083..50da30ec 100644
--- a/skills/avalonia-layout-zafiro/SKILL.md
+++ b/skills/avalonia-layout-zafiro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: avalonia-layout-zafiro
-description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
+description: "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Avalonia Layout with Zafiro.Avalonia
diff --git a/skills/avalonia-viewmodels-zafiro/SKILL.md b/skills/avalonia-viewmodels-zafiro/SKILL.md
index a7a88922..bc7e9288 100644
--- a/skills/avalonia-viewmodels-zafiro/SKILL.md
+++ b/skills/avalonia-viewmodels-zafiro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: avalonia-viewmodels-zafiro
-description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
+description: "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Avalonia ViewModels with Zafiro
diff --git a/skills/aws-cost-cleanup/SKILL.md b/skills/aws-cost-cleanup/SKILL.md
index 8e9e3f4b..37d3bcc4 100644
--- a/skills/aws-cost-cleanup/SKILL.md
+++ b/skills/aws-cost-cleanup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-cost-cleanup
-description: Automated cleanup of unused AWS resources to reduce costs
+description: "Automated cleanup of unused AWS resources to reduce costs"
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AWS Cost Cleanup
diff --git a/skills/aws-cost-optimizer/SKILL.md b/skills/aws-cost-optimizer/SKILL.md
index 4acdfeb8..db683237 100644
--- a/skills/aws-cost-optimizer/SKILL.md
+++ b/skills/aws-cost-optimizer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-cost-optimizer
-description: Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
+description: "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AWS Cost Optimizer
diff --git a/skills/aws-penetration-testing/SKILL.md b/skills/aws-penetration-testing/SKILL.md
index cd235cb3..50e4c3c9 100644
--- a/skills/aws-penetration-testing/SKILL.md
+++ b/skills/aws-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-penetration-testing
-description: This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing...
+description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # AWS Penetration Testing
diff --git a/skills/aws-serverless/SKILL.md b/skills/aws-serverless/SKILL.md
index 26d0bb31..baf77f8b 100644
--- a/skills/aws-serverless/SKILL.md
+++ b/skills/aws-serverless/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-serverless
-description: Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
+description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AWS Serverless
diff --git a/skills/aws-skills/SKILL.md b/skills/aws-skills/SKILL.md
index 372f9531..125942e5 100644
--- a/skills/aws-skills/SKILL.md
+++ b/skills/aws-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-skills
-description: AWS development with infrastructure automation and cloud architecture patterns
+description: "AWS development with infrastructure automation and cloud architecture patterns"
 risk: safe
-source: https://github.com/zxkane/aws-skills
-date_added: '2026-02-27'
-category: cloud
+source: "https://github.com/zxkane/aws-skills"
+date_added: "2026-02-27"
 ---
 
 # Aws Skills
diff --git a/skills/azd-deployment/SKILL.md b/skills/azd-deployment/SKILL.md
index 00d283b7..a0c46862 100644
--- a/skills/azd-deployment/SKILL.md
+++ b/skills/azd-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azd-deployment
-description: Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
+description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure Developer CLI (azd) Container Apps Deployment
diff --git a/skills/azure-ai-agents-persistent-dotnet/SKILL.md b/skills/azure-ai-agents-persistent-dotnet/SKILL.md
index a0faa709..5c4a7392 100644
--- a/skills/azure-ai-agents-persistent-dotnet/SKILL.md
+++ b/skills/azure-ai-agents-persistent-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.Agents.Persistent (.NET)
diff --git a/skills/azure-ai-agents-persistent-java/SKILL.md b/skills/azure-ai-agents-persistent-java/SKILL.md
index f646380d..7207f027 100644
--- a/skills/azure-ai-agents-persistent-java/SKILL.md
+++ b/skills/azure-ai-agents-persistent-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Agents Persistent SDK for Java. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Agents Persistent SDK for Java
diff --git a/skills/azure-ai-anomalydetector-java/SKILL.md b/skills/azure-ai-anomalydetector-java/SKILL.md
index 72da312f..3ee71f99 100644
--- a/skills/azure-ai-anomalydetector-java/SKILL.md
+++ b/skills/azure-ai-anomalydetector-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-anomalydetector-java
-description: Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
+description: "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Anomaly Detector SDK for Java
diff --git a/skills/azure-ai-contentsafety-java/SKILL.md b/skills/azure-ai-contentsafety-java/SKILL.md
index 3a3f6767..a77a8d57 100644
--- a/skills/azure-ai-contentsafety-java/SKILL.md
+++ b/skills/azure-ai-contentsafety-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-contentsafety-java
-description: Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
+description: "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Content Safety SDK for Java
diff --git a/skills/azure-ai-contentsafety-py/SKILL.md b/skills/azure-ai-contentsafety-py/SKILL.md
index 5cff7618..5dee57fa 100644
--- a/skills/azure-ai-contentsafety-py/SKILL.md
+++ b/skills/azure-ai-contentsafety-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Content Safety SDK for Python. Use for detecting harmful c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Content Safety SDK for Python
diff --git a/skills/azure-ai-contentsafety-ts/SKILL.md b/skills/azure-ai-contentsafety-ts/SKILL.md
index 2fb048c6..96627287 100644
--- a/skills/azure-ai-contentsafety-ts/SKILL.md
+++ b/skills/azure-ai-contentsafety-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-contentsafety-ts
-description: Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
+description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Content Safety REST SDK for TypeScript
diff --git a/skills/azure-ai-contentunderstanding-py/SKILL.md b/skills/azure-ai-contentunderstanding-py/SKILL.md
index 10633449..2c4e8c39 100644
--- a/skills/azure-ai-contentunderstanding-py/SKILL.md
+++ b/skills/azure-ai-contentunderstanding-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Content Understanding SDK for Python. Use for multimodal c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Content Understanding SDK for Python
diff --git a/skills/azure-ai-document-intelligence-dotnet/SKILL.md b/skills/azure-ai-document-intelligence-dotnet/SKILL.md
index 7690bcd8..a659e70a 100644
--- a/skills/azure-ai-document-intelligence-dotnet/SKILL.md
+++ b/skills/azure-ai-document-intelligence-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Document Intelligence SDK for .NET. Extract text, tables,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.DocumentIntelligence (.NET)
diff --git a/skills/azure-ai-document-intelligence-ts/SKILL.md b/skills/azure-ai-document-intelligence-ts/SKILL.md
index 9bb7a998..eb19ba19 100644
--- a/skills/azure-ai-document-intelligence-ts/SKILL.md
+++ b/skills/azure-ai-document-intelligence-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-document-intelligence-ts
-description: Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
+description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Document Intelligence REST SDK for TypeScript
diff --git a/skills/azure-ai-formrecognizer-java/SKILL.md b/skills/azure-ai-formrecognizer-java/SKILL.md
index 95a50ba1..05d1d3cc 100644
--- a/skills/azure-ai-formrecognizer-java/SKILL.md
+++ b/skills/azure-ai-formrecognizer-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-formrecognizer-java
-description: Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
+description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Document Intelligence (Form Recognizer) SDK for Java
diff --git a/skills/azure-ai-ml-py/SKILL.md b/skills/azure-ai-ml-py/SKILL.md
index 820f730c..ff5b0d1a 100644
--- a/skills/azure-ai-ml-py/SKILL.md
+++ b/skills/azure-ai-ml-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure Machine Learning SDK v2 for Python
diff --git a/skills/azure-ai-openai-dotnet/SKILL.md b/skills/azure-ai-openai-dotnet/SKILL.md
index 344b5f95..0d12fc5d 100644
--- a/skills/azure-ai-openai-dotnet/SKILL.md
+++ b/skills/azure-ai-openai-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure OpenAI SDK for .NET. Client library for Azure OpenAI and Open
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure.AI.OpenAI (.NET)
diff --git a/skills/azure-ai-projects-dotnet/SKILL.md b/skills/azure-ai-projects-dotnet/SKILL.md
index ebc75c7b..a69a9e09 100644
--- a/skills/azure-ai-projects-dotnet/SKILL.md
+++ b/skills/azure-ai-projects-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Projects SDK for .NET. High-level client for Azure AI Foun
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure.AI.Projects (.NET)
diff --git a/skills/azure-ai-projects-java/SKILL.md b/skills/azure-ai-projects-java/SKILL.md
index 5ead1048..64abbc5f 100644
--- a/skills/azure-ai-projects-java/SKILL.md
+++ b/skills/azure-ai-projects-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Projects SDK for Java
diff --git a/skills/azure-ai-projects-py/SKILL.md b/skills/azure-ai-projects-py/SKILL.md
index 13224419..79e231a6 100644
--- a/skills/azure-ai-projects-py/SKILL.md
+++ b/skills/azure-ai-projects-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-projects-py
-description: Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
+description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Projects Python SDK (Foundry SDK)
diff --git a/skills/azure-ai-projects-ts/SKILL.md b/skills/azure-ai-projects-ts/SKILL.md
index aaa98fc2..9b964e1e 100644
--- a/skills/azure-ai-projects-ts/SKILL.md
+++ b/skills/azure-ai-projects-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-projects-ts
-description: Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
+description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Projects SDK for TypeScript
diff --git a/skills/azure-ai-textanalytics-py/SKILL.md b/skills/azure-ai-textanalytics-py/SKILL.md
index 8728d541..d18fbbab 100644
--- a/skills/azure-ai-textanalytics-py/SKILL.md
+++ b/skills/azure-ai-textanalytics-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Text Analytics SDK for sentiment analysis, entity recognit
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Text Analytics SDK for Python
diff --git a/skills/azure-ai-transcription-py/SKILL.md b/skills/azure-ai-transcription-py/SKILL.md
index e2b51248..1a2f2f36 100644
--- a/skills/azure-ai-transcription-py/SKILL.md
+++ b/skills/azure-ai-transcription-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Transcription SDK for Python. Use for real-time and batch
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Transcription SDK for Python
diff --git a/skills/azure-ai-translation-document-py/SKILL.md b/skills/azure-ai-translation-document-py/SKILL.md
index ef47ee47..5c7bc80a 100644
--- a/skills/azure-ai-translation-document-py/SKILL.md
+++ b/skills/azure-ai-translation-document-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Document Translation SDK for batch translation of document
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Document Translation SDK for Python
diff --git a/skills/azure-ai-translation-text-py/SKILL.md b/skills/azure-ai-translation-text-py/SKILL.md
index a0114cea..5b2ca054 100644
--- a/skills/azure-ai-translation-text-py/SKILL.md
+++ b/skills/azure-ai-translation-text-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Text Translation SDK for real-time text translation, trans
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Text Translation SDK for Python
diff --git a/skills/azure-ai-translation-ts/SKILL.md b/skills/azure-ai-translation-ts/SKILL.md
index 020008e1..3dfdb883 100644
--- a/skills/azure-ai-translation-ts/SKILL.md
+++ b/skills/azure-ai-translation-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-translation-ts
-description: Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
+description: "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Translation SDKs for TypeScript
diff --git a/skills/azure-ai-vision-imageanalysis-java/SKILL.md b/skills/azure-ai-vision-imageanalysis-java/SKILL.md
index 8cfddf74..493eab67 100644
--- a/skills/azure-ai-vision-imageanalysis-java/SKILL.md
+++ b/skills/azure-ai-vision-imageanalysis-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-vision-imageanalysis-java
-description: Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
+description: "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Vision Image Analysis SDK for Java
diff --git a/skills/azure-ai-vision-imageanalysis-py/SKILL.md b/skills/azure-ai-vision-imageanalysis-py/SKILL.md
index bbadf167..f3249233 100644
--- a/skills/azure-ai-vision-imageanalysis-py/SKILL.md
+++ b/skills/azure-ai-vision-imageanalysis-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Vision Image Analysis SDK for Python
diff --git a/skills/azure-ai-voicelive-dotnet/SKILL.md b/skills/azure-ai-voicelive-dotnet/SKILL.md
index 82a1bb5e..399e8d1b 100644
--- a/skills/azure-ai-voicelive-dotnet/SKILL.md
+++ b/skills/azure-ai-voicelive-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Voice Live SDK for .NET. Build real-time voice AI applicat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.VoiceLive (.NET)
diff --git a/skills/azure-ai-voicelive-java/SKILL.md b/skills/azure-ai-voicelive-java/SKILL.md
index d5c05534..3ea263f5 100644
--- a/skills/azure-ai-voicelive-java/SKILL.md
+++ b/skills/azure-ai-voicelive-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conv
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI VoiceLive SDK for Java
diff --git a/skills/azure-ai-voicelive-py/SKILL.md b/skills/azure-ai-voicelive-py/SKILL.md
index 1b23220e..fdd5f99c 100644
--- a/skills/azure-ai-voicelive-py/SKILL.md
+++ b/skills/azure-ai-voicelive-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-voicelive-py
-description: Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
+description: "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Voice Live SDK
diff --git a/skills/azure-ai-voicelive-ts/SKILL.md b/skills/azure-ai-voicelive-ts/SKILL.md
index a90ca910..294d27f5 100644
--- a/skills/azure-ai-voicelive-ts/SKILL.md
+++ b/skills/azure-ai-voicelive-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/ai-voicelive (JavaScript/TypeScript)
diff --git a/skills/azure-appconfiguration-java/SKILL.md b/skills/azure-appconfiguration-java/SKILL.md
index 7f393b2a..b1964af0 100644
--- a/skills/azure-appconfiguration-java/SKILL.md
+++ b/skills/azure-appconfiguration-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure App Configuration SDK for Java. Centralized application confi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure App Configuration SDK for Java
diff --git a/skills/azure-appconfiguration-py/SKILL.md b/skills/azure-appconfiguration-py/SKILL.md
index a810690e..13243716 100644
--- a/skills/azure-appconfiguration-py/SKILL.md
+++ b/skills/azure-appconfiguration-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure App Configuration SDK for Python. Use for centralized configu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure App Configuration SDK for Python
diff --git a/skills/azure-appconfiguration-ts/SKILL.md b/skills/azure-appconfiguration-ts/SKILL.md
index de9f25ef..193956ff 100644
--- a/skills/azure-appconfiguration-ts/SKILL.md
+++ b/skills/azure-appconfiguration-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-appconfiguration-ts
-description: Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
+description: "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure App Configuration SDK for TypeScript
diff --git a/skills/azure-communication-callautomation-java/SKILL.md b/skills/azure-communication-callautomation-java/SKILL.md
index 258d3e09..a115bc5b 100644
--- a/skills/azure-communication-callautomation-java/SKILL.md
+++ b/skills/azure-communication-callautomation-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-callautomation-java
-description: Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
+description: "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Call Automation (Java)
diff --git a/skills/azure-communication-callingserver-java/SKILL.md b/skills/azure-communication-callingserver-java/SKILL.md
index 1680c66c..503e7934 100644
--- a/skills/azure-communication-callingserver-java/SKILL.md
+++ b/skills/azure-communication-callingserver-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-callingserver-java
-description: Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
+description: "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication CallingServer (Java) - DEPRECATED
diff --git a/skills/azure-communication-chat-java/SKILL.md b/skills/azure-communication-chat-java/SKILL.md
index e0fb0730..8dafce5c 100644
--- a/skills/azure-communication-chat-java/SKILL.md
+++ b/skills/azure-communication-chat-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-chat-java
-description: Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
+description: "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Chat (Java)
diff --git a/skills/azure-communication-common-java/SKILL.md b/skills/azure-communication-common-java/SKILL.md
index 4bbfe624..6810e51a 100644
--- a/skills/azure-communication-common-java/SKILL.md
+++ b/skills/azure-communication-common-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-common-java
-description: Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
+description: "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Common (Java)
diff --git a/skills/azure-communication-sms-java/SKILL.md b/skills/azure-communication-sms-java/SKILL.md
index 5f99fbf2..bfe44ba2 100644
--- a/skills/azure-communication-sms-java/SKILL.md
+++ b/skills/azure-communication-sms-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-sms-java
-description: Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
+description: "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication SMS (Java)
diff --git a/skills/azure-compute-batch-java/SKILL.md b/skills/azure-compute-batch-java/SKILL.md
index 692ecd95..6319c1bd 100644
--- a/skills/azure-compute-batch-java/SKILL.md
+++ b/skills/azure-compute-batch-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Batch SDK for Java. Run large-scale parallel and HPC batch jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Batch SDK for Java
diff --git a/skills/azure-containerregistry-py/SKILL.md b/skills/azure-containerregistry-py/SKILL.md
index 82b8c2f1..a3dc71e7 100644
--- a/skills/azure-containerregistry-py/SKILL.md
+++ b/skills/azure-containerregistry-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Container Registry SDK for Python. Use for managing container
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure Container Registry SDK for Python
diff --git a/skills/azure-cosmos-db-py/SKILL.md b/skills/azure-cosmos-db-py/SKILL.md
index 28e3d0f2..d06846da 100644
--- a/skills/azure-cosmos-db-py/SKILL.md
+++ b/skills/azure-cosmos-db-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-cosmos-db-py
-description: Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
+description: "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Cosmos DB Service Implementation
diff --git a/skills/azure-cosmos-java/SKILL.md b/skills/azure-cosmos-java/SKILL.md
index 49e27750..39679f00 100644
--- a/skills/azure-cosmos-java/SKILL.md
+++ b/skills/azure-cosmos-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Java. NoSQL database operations with global
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Java
diff --git a/skills/azure-cosmos-py/SKILL.md b/skills/azure-cosmos-py/SKILL.md
index 424895f6..c386530d 100644
--- a/skills/azure-cosmos-py/SKILL.md
+++ b/skills/azure-cosmos-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Python
diff --git a/skills/azure-cosmos-rust/SKILL.md b/skills/azure-cosmos-rust/SKILL.md
index 781b3464..53cd68de 100644
--- a/skills/azure-cosmos-rust/SKILL.md
+++ b/skills/azure-cosmos-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, qu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Rust
diff --git a/skills/azure-cosmos-ts/SKILL.md b/skills/azure-cosmos-ts/SKILL.md
index e1409440..b9197c51 100644
--- a/skills/azure-cosmos-ts/SKILL.md
+++ b/skills/azure-cosmos-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/cosmos (TypeScript/JavaScript)
diff --git a/skills/azure-data-tables-java/SKILL.md b/skills/azure-data-tables-java/SKILL.md
index 0ba84dba..5719f071 100644
--- a/skills/azure-data-tables-java/SKILL.md
+++ b/skills/azure-data-tables-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-data-tables-java
-description: Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
+description: "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Tables SDK for Java
diff --git a/skills/azure-data-tables-py/SKILL.md b/skills/azure-data-tables-py/SKILL.md
index 27688488..d63c1ebb 100644
--- a/skills/azure-data-tables-py/SKILL.md
+++ b/skills/azure-data-tables-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Tables SDK for Python
diff --git a/skills/azure-eventgrid-dotnet/SKILL.md b/skills/azure-eventgrid-dotnet/SKILL.md
index 4dd8203d..2d7c6d10 100644
--- a/skills/azure-eventgrid-dotnet/SKILL.md
+++ b/skills/azure-eventgrid-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Grid SDK for .NET. Client library for publishing and co
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.EventGrid (.NET)
diff --git a/skills/azure-eventgrid-java/SKILL.md b/skills/azure-eventgrid-java/SKILL.md
index 9c596e24..31603231 100644
--- a/skills/azure-eventgrid-java/SKILL.md
+++ b/skills/azure-eventgrid-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventgrid-java
-description: Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
+description: "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Event Grid SDK for Java
diff --git a/skills/azure-eventgrid-py/SKILL.md b/skills/azure-eventgrid-py/SKILL.md
index 8a871d75..e18530e0 100644
--- a/skills/azure-eventgrid-py/SKILL.md
+++ b/skills/azure-eventgrid-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Grid SDK for Python. Use for publishing events, handlin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Event Grid SDK for Python
diff --git a/skills/azure-eventhub-dotnet/SKILL.md b/skills/azure-eventhub-dotnet/SKILL.md
index d6838412..152e1f9e 100644
--- a/skills/azure-eventhub-dotnet/SKILL.md
+++ b/skills/azure-eventhub-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.EventHubs (.NET)
diff --git a/skills/azure-eventhub-java/SKILL.md b/skills/azure-eventhub-java/SKILL.md
index 6f264ac6..df4a1000 100644
--- a/skills/azure-eventhub-java/SKILL.md
+++ b/skills/azure-eventhub-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventhub-java
-description: Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
+description: "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Event Hubs SDK for Java
diff --git a/skills/azure-eventhub-py/SKILL.md b/skills/azure-eventhub-py/SKILL.md
index f3eeb698..6536bca7 100644
--- a/skills/azure-eventhub-py/SKILL.md
+++ b/skills/azure-eventhub-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for Python streaming. Use for high-throughput
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Event Hubs SDK for Python
diff --git a/skills/azure-eventhub-rust/SKILL.md b/skills/azure-eventhub-rust/SKILL.md
index 234eb501..6b1aad9e 100644
--- a/skills/azure-eventhub-rust/SKILL.md
+++ b/skills/azure-eventhub-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for Rust. Use for sending and receiving events
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Event Hubs SDK for Rust
diff --git a/skills/azure-eventhub-ts/SKILL.md b/skills/azure-eventhub-ts/SKILL.md
index 01da7dfa..72c3ae94 100644
--- a/skills/azure-eventhub-ts/SKILL.md
+++ b/skills/azure-eventhub-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventhub-ts
-description: Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
+description: "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Event Hubs SDK for TypeScript
diff --git a/skills/azure-functions/SKILL.md b/skills/azure-functions/SKILL.md
index c3a14dce..088bf8ee 100644
--- a/skills/azure-functions/SKILL.md
+++ b/skills/azure-functions/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-functions
-description: Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
+description: "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Azure Functions
diff --git a/skills/azure-identity-dotnet/SKILL.md b/skills/azure-identity-dotnet/SKILL.md
index a23296e1..3ec6a362 100644
--- a/skills/azure-identity-dotnet/SKILL.md
+++ b/skills/azure-identity-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for .NET. Authentication library for Azure SDK c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Identity (.NET)
diff --git a/skills/azure-identity-java/SKILL.md b/skills/azure-identity-java/SKILL.md
index 91f0e450..674e369c 100644
--- a/skills/azure-identity-java/SKILL.md
+++ b/skills/azure-identity-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-identity-java
-description: Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
+description: "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Identity (Java)
diff --git a/skills/azure-identity-py/SKILL.md b/skills/azure-identity-py/SKILL.md
index db1d92e8..9a87217e 100644
--- a/skills/azure-identity-py/SKILL.md
+++ b/skills/azure-identity-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for Python authentication. Use for DefaultAzureC
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Identity SDK for Python
diff --git a/skills/azure-identity-rust/SKILL.md b/skills/azure-identity-rust/SKILL.md
index 90cd2e4c..9e578de5 100644
--- a/skills/azure-identity-rust/SKILL.md
+++ b/skills/azure-identity-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for Rust authentication. Use for DeveloperToolsC
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Identity SDK for Rust
diff --git a/skills/azure-identity-ts/SKILL.md b/skills/azure-identity-ts/SKILL.md
index f0ccc405..05f7bdad 100644
--- a/skills/azure-identity-ts/SKILL.md
+++ b/skills/azure-identity-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-identity-ts
-description: Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
+description: "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Identity SDK for TypeScript
diff --git a/skills/azure-keyvault-certificates-rust/SKILL.md b/skills/azure-keyvault-certificates-rust/SKILL.md
index 6df61e49..db6abab3 100644
--- a/skills/azure-keyvault-certificates-rust/SKILL.md
+++ b/skills/azure-keyvault-certificates-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault Certificates SDK for Rust. Use for creating, import
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Certificates SDK for Rust
diff --git a/skills/azure-keyvault-keys-rust/SKILL.md b/skills/azure-keyvault-keys-rust/SKILL.md
index 199797bc..c13ce37b 100644
--- a/skills/azure-keyvault-keys-rust/SKILL.md
+++ b/skills/azure-keyvault-keys-rust/SKILL.md
@@ -4,7 +4,6 @@ description: 'Azure Key Vault Keys SDK for Rust. Use for creating, managing, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Keys SDK for Rust
diff --git a/skills/azure-keyvault-keys-ts/SKILL.md b/skills/azure-keyvault-keys-ts/SKILL.md
index cde506b3..5d0c1664 100644
--- a/skills/azure-keyvault-keys-ts/SKILL.md
+++ b/skills/azure-keyvault-keys-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-keyvault-keys-ts
-description: Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
+description: "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Keys SDK for TypeScript
diff --git a/skills/azure-keyvault-py/SKILL.md b/skills/azure-keyvault-py/SKILL.md
index 8ee50ca7..244b49c8 100644
--- a/skills/azure-keyvault-py/SKILL.md
+++ b/skills/azure-keyvault-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault SDK for Python. Use for secrets, keys, and certific
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Key Vault SDK for Python
diff --git a/skills/azure-keyvault-secrets-rust/SKILL.md b/skills/azure-keyvault-secrets-rust/SKILL.md
index 44d9e87c..b166aeb9 100644
--- a/skills/azure-keyvault-secrets-rust/SKILL.md
+++ b/skills/azure-keyvault-secrets-rust/SKILL.md
@@ -4,7 +4,6 @@ description: 'Azure Key Vault Secrets SDK for Rust. Use for storing and retrievi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Secrets SDK for Rust
diff --git a/skills/azure-keyvault-secrets-ts/SKILL.md b/skills/azure-keyvault-secrets-ts/SKILL.md
index 9f7ec12c..dfc8c9a2 100644
--- a/skills/azure-keyvault-secrets-ts/SKILL.md
+++ b/skills/azure-keyvault-secrets-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-keyvault-secrets-ts
-description: Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
+description: "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Secrets SDK for TypeScript
diff --git a/skills/azure-maps-search-dotnet/SKILL.md b/skills/azure-maps-search-dotnet/SKILL.md
index 9cd8f4ec..826c55c2 100644
--- a/skills/azure-maps-search-dotnet/SKILL.md
+++ b/skills/azure-maps-search-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Maps SDK for .NET. Location-based services including geocodin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Maps (.NET)
diff --git a/skills/azure-messaging-webpubsub-java/SKILL.md b/skills/azure-messaging-webpubsub-java/SKILL.md
index 74809aef..04337391 100644
--- a/skills/azure-messaging-webpubsub-java/SKILL.md
+++ b/skills/azure-messaging-webpubsub-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-messaging-webpubsub-java
-description: Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
+description: "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Web PubSub SDK for Java
diff --git a/skills/azure-messaging-webpubsubservice-py/SKILL.md b/skills/azure-messaging-webpubsubservice-py/SKILL.md
index 58451eef..67857699 100644
--- a/skills/azure-messaging-webpubsubservice-py/SKILL.md
+++ b/skills/azure-messaging-webpubsubservice-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Web PubSub Service SDK for Python. Use for real-time messagin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Azure Web PubSub Service SDK for Python
diff --git a/skills/azure-mgmt-apicenter-dotnet/SKILL.md b/skills/azure-mgmt-apicenter-dotnet/SKILL.md
index 4d1588e0..869c0c19 100644
--- a/skills/azure-mgmt-apicenter-dotnet/SKILL.md
+++ b/skills/azure-mgmt-apicenter-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Center SDK for .NET. Centralized API inventory management
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ApiCenter (.NET)
diff --git a/skills/azure-mgmt-apicenter-py/SKILL.md b/skills/azure-mgmt-apicenter-py/SKILL.md
index a72dde51..5bcbe14d 100644
--- a/skills/azure-mgmt-apicenter-py/SKILL.md
+++ b/skills/azure-mgmt-apicenter-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Center Management SDK for Python. Use for managing API in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure API Center Management SDK for Python
diff --git a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
index 61207760..9c01f057 100644
--- a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
+++ b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for API Management in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ApiManagement (.NET)
diff --git a/skills/azure-mgmt-apimanagement-py/SKILL.md b/skills/azure-mgmt-apimanagement-py/SKILL.md
index 5eadc21f..7f2716b8 100644
--- a/skills/azure-mgmt-apimanagement-py/SKILL.md
+++ b/skills/azure-mgmt-apimanagement-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Management SDK for Python. Use for managing APIM services
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure API Management SDK for Python
diff --git a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
index 2750d80b..0dd78d10 100644
--- a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
+++ b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Application Insights SDK for .NET. Application performance mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure.ResourceManager.ApplicationInsights (.NET)
diff --git a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
index 0d971d43..62656e97 100644
--- a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
+++ b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Arize AI Observability and Evaluatio
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ArizeAIObservabilityEval
diff --git a/skills/azure-mgmt-botservice-dotnet/SKILL.md b/skills/azure-mgmt-botservice-dotnet/SKILL.md
index e19c14f0..fb33f723 100644
--- a/skills/azure-mgmt-botservice-dotnet/SKILL.md
+++ b/skills/azure-mgmt-botservice-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Bot Service in .NET. Management plan
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.BotService (.NET)
diff --git a/skills/azure-mgmt-botservice-py/SKILL.md b/skills/azure-mgmt-botservice-py/SKILL.md
index 8dd6d5cd..a47147ae 100644
--- a/skills/azure-mgmt-botservice-py/SKILL.md
+++ b/skills/azure-mgmt-botservice-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Bot Service Management SDK for Python. Use for creating, mana
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Bot Service Management SDK for Python
diff --git a/skills/azure-mgmt-fabric-dotnet/SKILL.md b/skills/azure-mgmt-fabric-dotnet/SKILL.md
index 7823db80..c7f39ae9 100644
--- a/skills/azure-mgmt-fabric-dotnet/SKILL.md
+++ b/skills/azure-mgmt-fabric-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Fabric in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Fabric (.NET)
diff --git a/skills/azure-mgmt-fabric-py/SKILL.md b/skills/azure-mgmt-fabric-py/SKILL.md
index b1b89e25..bec47a80 100644
--- a/skills/azure-mgmt-fabric-py/SKILL.md
+++ b/skills/azure-mgmt-fabric-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Fabric Management SDK for Python. Use for managing Microsoft
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Fabric Management SDK for Python
diff --git a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
index 33319566..b71f2a2d 100644
--- a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
+++ b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-mgmt-mongodbatlas-dotnet
-description: Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
+description: "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure.ResourceManager.MongoDBAtlas SDK
diff --git a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
index 8bcac731..25846ba9 100644
--- a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
+++ b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Weights & Biases SDK for .NET. ML experiment tracking and mod
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.WeightsAndBiases (.NET)
diff --git a/skills/azure-microsoft-playwright-testing-ts/SKILL.md b/skills/azure-microsoft-playwright-testing-ts/SKILL.md
index 8a3d6f0b..1c3b084e 100644
--- a/skills/azure-microsoft-playwright-testing-ts/SKILL.md
+++ b/skills/azure-microsoft-playwright-testing-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-microsoft-playwright-testing-ts
-description: Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
+description: "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Azure Playwright Workspaces SDK for TypeScript
diff --git a/skills/azure-monitor-ingestion-java/SKILL.md b/skills/azure-monitor-ingestion-java/SKILL.md
index 7492761a..f73eb980 100644
--- a/skills/azure-monitor-ingestion-java/SKILL.md
+++ b/skills/azure-monitor-ingestion-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Mon
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Java
diff --git a/skills/azure-monitor-ingestion-py/SKILL.md b/skills/azure-monitor-ingestion-py/SKILL.md
index c5264b14..47e4680a 100644
--- a/skills/azure-monitor-ingestion-py/SKILL.md
+++ b/skills/azure-monitor-ingestion-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Ingestion SDK for Python. Use for sending custom logs
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Python
diff --git a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
index b5c3e82b..c370ed63 100644
--- a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Java
diff --git a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
index 43e9c34f..7a564a69 100644
--- a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Exporter for Python. Use for low-level
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Python
diff --git a/skills/azure-monitor-opentelemetry-py/SKILL.md b/skills/azure-monitor-opentelemetry-py/SKILL.md
index 77d22e79..19349136 100644
--- a/skills/azure-monitor-opentelemetry-py/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Distro for Python. Use for one-line App
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Distro for Python
diff --git a/skills/azure-monitor-opentelemetry-ts/SKILL.md b/skills/azure-monitor-opentelemetry-ts/SKILL.md
index 41bfa7de..349d536a 100644
--- a/skills/azure-monitor-opentelemetry-ts/SKILL.md
+++ b/skills/azure-monitor-opentelemetry-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-monitor-opentelemetry-ts
-description: Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
+description: "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Azure Monitor OpenTelemetry SDK for TypeScript
diff --git a/skills/azure-monitor-query-java/SKILL.md b/skills/azure-monitor-query-java/SKILL.md
index 83059d04..a78569a4 100644
--- a/skills/azure-monitor-query-java/SKILL.md
+++ b/skills/azure-monitor-query-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Query SDK for Java. Execute Kusto queries against Log
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Query SDK for Java
diff --git a/skills/azure-monitor-query-py/SKILL.md b/skills/azure-monitor-query-py/SKILL.md
index 2da34491..a86ba3d2 100644
--- a/skills/azure-monitor-query-py/SKILL.md
+++ b/skills/azure-monitor-query-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Query SDK for Python. Use for querying Log Analytics
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Query SDK for Python
diff --git a/skills/azure-postgres-ts/SKILL.md b/skills/azure-postgres-ts/SKILL.md
index 530a1342..f2eaabf9 100644
--- a/skills/azure-postgres-ts/SKILL.md
+++ b/skills/azure-postgres-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Connect to Azure Database for PostgreSQL Flexible Server from Node.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure PostgreSQL for TypeScript (node-postgres)
diff --git a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
index 571136f2..095de040 100644
--- a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Cosmos DB in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.CosmosDB (.NET)
diff --git a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
index fda9a4c0..e26f042d 100644
--- a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Durable Task Scheduler in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.DurableTask (.NET)
diff --git a/skills/azure-resource-manager-mysql-dotnet/SKILL.md b/skills/azure-resource-manager-mysql-dotnet/SKILL.md
index b4a9276b..ff1cbd25 100644
--- a/skills/azure-resource-manager-mysql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-mysql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure MySQL Flexible Server SDK for .NET. Database management for M
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.MySql (.NET)
diff --git a/skills/azure-resource-manager-playwright-dotnet/SKILL.md b/skills/azure-resource-manager-playwright-dotnet/SKILL.md
index 786c289e..1bf92b18 100644
--- a/skills/azure-resource-manager-playwright-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-playwright-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Microsoft Playwright Testing in .NET
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Playwright (.NET)
diff --git a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
index c04a35f1..68b07ce1 100644
--- a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure PostgreSQL Flexible Server SDK for .NET. Database management
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.PostgreSql (.NET)
diff --git a/skills/azure-resource-manager-redis-dotnet/SKILL.md b/skills/azure-resource-manager-redis-dotnet/SKILL.md
index 5c19465d..81580f97 100644
--- a/skills/azure-resource-manager-redis-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-redis-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Redis in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Redis (.NET)
diff --git a/skills/azure-resource-manager-sql-dotnet/SKILL.md b/skills/azure-resource-manager-sql-dotnet/SKILL.md
index b4613431..40251b30 100644
--- a/skills/azure-resource-manager-sql-dotnet/SKILL.md
+++ b/skills/azure-resource-manager-sql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Azure SQL in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Sql (.NET)
diff --git a/skills/azure-search-documents-dotnet/SKILL.md b/skills/azure-search-documents-dotnet/SKILL.md
index 46f6a950..5126ac96 100644
--- a/skills/azure-search-documents-dotnet/SKILL.md
+++ b/skills/azure-search-documents-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Search SDK for .NET (Azure.Search.Documents). Use for buil
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure.Search.Documents (.NET)
diff --git a/skills/azure-search-documents-py/SKILL.md b/skills/azure-search-documents-py/SKILL.md
index c2fe9e89..7bee4219 100644
--- a/skills/azure-search-documents-py/SKILL.md
+++ b/skills/azure-search-documents-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Search SDK for Python. Use for vector search, hybrid searc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Search SDK for Python
diff --git a/skills/azure-search-documents-ts/SKILL.md b/skills/azure-search-documents-ts/SKILL.md
index dc5016ef..2806eeb3 100644
--- a/skills/azure-search-documents-ts/SKILL.md
+++ b/skills/azure-search-documents-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-search-documents-ts
-description: Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
+description: "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Azure AI Search SDK for TypeScript
diff --git a/skills/azure-security-keyvault-keys-dotnet/SKILL.md b/skills/azure-security-keyvault-keys-dotnet/SKILL.md
index 731170b2..e9985bf5 100644
--- a/skills/azure-security-keyvault-keys-dotnet/SKILL.md
+++ b/skills/azure-security-keyvault-keys-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault Keys SDK for .NET. Client library for managing cryp
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 # Azure.Security.KeyVault.Keys (.NET)
diff --git a/skills/azure-security-keyvault-keys-java/SKILL.md b/skills/azure-security-keyvault-keys-java/SKILL.md
index 90402e7e..0b464bfd 100644
--- a/skills/azure-security-keyvault-keys-java/SKILL.md
+++ b/skills/azure-security-keyvault-keys-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-security-keyvault-keys-java
-description: Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
+description: "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Keys (Java)
diff --git a/skills/azure-security-keyvault-secrets-java/SKILL.md b/skills/azure-security-keyvault-secrets-java/SKILL.md
index 8123a007..dea86286 100644
--- a/skills/azure-security-keyvault-secrets-java/SKILL.md
+++ b/skills/azure-security-keyvault-secrets-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-security-keyvault-secrets-java
-description: Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
+description: "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Secrets (Java)
diff --git a/skills/azure-servicebus-dotnet/SKILL.md b/skills/azure-servicebus-dotnet/SKILL.md
index fb3f658e..d473ee77 100644
--- a/skills/azure-servicebus-dotnet/SKILL.md
+++ b/skills/azure-servicebus-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Service Bus SDK for .NET. Enterprise messaging with queues, t
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.ServiceBus (.NET)
diff --git a/skills/azure-servicebus-py/SKILL.md b/skills/azure-servicebus-py/SKILL.md
index 7aa6e342..7b48f0fe 100644
--- a/skills/azure-servicebus-py/SKILL.md
+++ b/skills/azure-servicebus-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Service Bus SDK for Python messaging. Use for queues, topics,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Service Bus SDK for Python
diff --git a/skills/azure-servicebus-ts/SKILL.md b/skills/azure-servicebus-ts/SKILL.md
index 1a3b5f6e..4146a4c0 100644
--- a/skills/azure-servicebus-ts/SKILL.md
+++ b/skills/azure-servicebus-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-servicebus-ts
-description: Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
+description: "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Service Bus SDK for TypeScript
diff --git a/skills/azure-speech-to-text-rest-py/SKILL.md b/skills/azure-speech-to-text-rest-py/SKILL.md
index 38aeb64b..03e47e7b 100644
--- a/skills/azure-speech-to-text-rest-py/SKILL.md
+++ b/skills/azure-speech-to-text-rest-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Speech to Text REST API for short audio (Python). Use for sim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Speech to Text REST API for Short Audio
diff --git a/skills/azure-storage-blob-java/SKILL.md b/skills/azure-storage-blob-java/SKILL.md
index 69d5b8b2..f92f7a08 100644
--- a/skills/azure-storage-blob-java/SKILL.md
+++ b/skills/azure-storage-blob-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-storage-blob-java
-description: Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
+description: "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Azure Storage Blob SDK for Java
diff --git a/skills/azure-storage-blob-py/SKILL.md b/skills/azure-storage-blob-py/SKILL.md
index a8fc2b02..d429601e 100644
--- a/skills/azure-storage-blob-py/SKILL.md
+++ b/skills/azure-storage-blob-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage SDK for Python. Use for uploading, downloading,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Blob Storage SDK for Python
diff --git a/skills/azure-storage-blob-rust/SKILL.md b/skills/azure-storage-blob-rust/SKILL.md
index 49ab9a0c..0b13f44c 100644
--- a/skills/azure-storage-blob-rust/SKILL.md
+++ b/skills/azure-storage-blob-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage SDK for Rust. Use for uploading, downloading, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Blob Storage SDK for Rust
diff --git a/skills/azure-storage-blob-ts/SKILL.md b/skills/azure-storage-blob-ts/SKILL.md
index 35e06949..e82de180 100644
--- a/skills/azure-storage-blob-ts/SKILL.md
+++ b/skills/azure-storage-blob-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob)
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-blob (TypeScript/JavaScript)
diff --git a/skills/azure-storage-file-datalake-py/SKILL.md b/skills/azure-storage-file-datalake-py/SKILL.md
index f8b5738d..a8b70056 100644
--- a/skills/azure-storage-file-datalake-py/SKILL.md
+++ b/skills/azure-storage-file-datalake-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical f
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Data Lake Storage Gen2 SDK for Python
diff --git a/skills/azure-storage-file-share-py/SKILL.md b/skills/azure-storage-file-share-py/SKILL.md
index b9877652..924f92d4 100644
--- a/skills/azure-storage-file-share-py/SKILL.md
+++ b/skills/azure-storage-file-share-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Storage File Share SDK for Python. Use for SMB file shares, d
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Storage File Share SDK for Python
diff --git a/skills/azure-storage-file-share-ts/SKILL.md b/skills/azure-storage-file-share-ts/SKILL.md
index aaeb5bee..8bb022c7 100644
--- a/skills/azure-storage-file-share-ts/SKILL.md
+++ b/skills/azure-storage-file-share-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-sha
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-file-share (TypeScript/JavaScript)
diff --git a/skills/azure-storage-queue-py/SKILL.md b/skills/azure-storage-queue-py/SKILL.md
index a1fabadb..98797d61 100644
--- a/skills/azure-storage-queue-py/SKILL.md
+++ b/skills/azure-storage-queue-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Queue Storage SDK for Python. Use for reliable message queuin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Queue Storage SDK for Python
diff --git a/skills/azure-storage-queue-ts/SKILL.md b/skills/azure-storage-queue-ts/SKILL.md
index 8f746520..8f2cc5be 100644
--- a/skills/azure-storage-queue-ts/SKILL.md
+++ b/skills/azure-storage-queue-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-queue (TypeScript/JavaScript)
diff --git a/skills/azure-web-pubsub-ts/SKILL.md b/skills/azure-web-pubsub-ts/SKILL.md
index f0b4bfbd..838087b7 100644
--- a/skills/azure-web-pubsub-ts/SKILL.md
+++ b/skills/azure-web-pubsub-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-web-pubsub-ts
-description: Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
+description: "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Web PubSub SDKs for TypeScript
diff --git a/skills/backend-architect/SKILL.md b/skills/backend-architect/SKILL.md
index 33425f45..cc333711 100644
--- a/skills/backend-architect/SKILL.md
+++ b/skills/backend-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert backend architect specializing in scalable API design, micro
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.
 
diff --git a/skills/backend-dev-guidelines/SKILL.md b/skills/backend-dev-guidelines/SKILL.md
index de98e06b..65d64557 100644
--- a/skills/backend-dev-guidelines/SKILL.md
+++ b/skills/backend-dev-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backend-dev-guidelines
-description: Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
+description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Backend Development Guidelines
diff --git a/skills/backend-development-feature-development/SKILL.md b/skills/backend-development-feature-development/SKILL.md
index 042e0bc1..4b283a68 100644
--- a/skills/backend-development-feature-development/SKILL.md
+++ b/skills/backend-development-feature-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backend-development-feature-development
-description: Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
+description: "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 Orchestrate end-to-end feature development from requirements to production deployment:
diff --git a/skills/backend-security-coder/SKILL.md b/skills/backend-security-coder/SKILL.md
index 5068cf3c..a104ed06 100644
--- a/skills/backend-security-coder/SKILL.md
+++ b/skills/backend-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure backend coding practices specializing in input val
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/backtesting-frameworks/SKILL.md b/skills/backtesting-frameworks/SKILL.md
index 9e48285f..ede9d8c8 100644
--- a/skills/backtesting-frameworks/SKILL.md
+++ b/skills/backtesting-frameworks/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backtesting-frameworks
-description: Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
+description: "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Backtesting Frameworks
diff --git a/skills/bamboohr-automation/SKILL.md b/skills/bamboohr-automation/SKILL.md
index b471be3b..8246144e 100644
--- a/skills/bamboohr-automation/SKILL.md
+++ b/skills/bamboohr-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bamboohr-automation
-description: 'Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.'
+description: "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # BambooHR Automation via Rube MCP
diff --git a/skills/basecamp-automation/SKILL.md b/skills/basecamp-automation/SKILL.md
index f2e5b250..85779fb3 100644
--- a/skills/basecamp-automation/SKILL.md
+++ b/skills/basecamp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: basecamp-automation
-description: Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Basecamp Automation via Rube MCP
diff --git a/skills/bash-defensive-patterns/SKILL.md b/skills/bash-defensive-patterns/SKILL.md
index 0d168270..c6e8a9bc 100644
--- a/skills/bash-defensive-patterns/SKILL.md
+++ b/skills/bash-defensive-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bash-defensive-patterns
-description: Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
+description: "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Bash Defensive Patterns
diff --git a/skills/bash-linux/SKILL.md b/skills/bash-linux/SKILL.md
index 24a364fc..b2af921b 100644
--- a/skills/bash-linux/SKILL.md
+++ b/skills/bash-linux/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bash-linux
-description: Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
+description: "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Bash Linux Patterns
diff --git a/skills/bash-pro/SKILL.md b/skills/bash-pro/SKILL.md
index 1ac6bd91..eaefa0ad 100644
--- a/skills/bash-pro/SKILL.md
+++ b/skills/bash-pro/SKILL.md
@@ -10,7 +10,6 @@ description: 'Master of defensive Bash scripting for production automation, CI/C
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 ## Use this skill when
 
diff --git a/skills/bats-testing-patterns/SKILL.md b/skills/bats-testing-patterns/SKILL.md
index 30f73b47..bc1d6177 100644
--- a/skills/bats-testing-patterns/SKILL.md
+++ b/skills/bats-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bats-testing-patterns
-description: Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
+description: "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Bats Testing Patterns
diff --git a/skills/bazel-build-optimization/SKILL.md b/skills/bazel-build-optimization/SKILL.md
index fb8fea63..4961baa5 100644
--- a/skills/bazel-build-optimization/SKILL.md
+++ b/skills/bazel-build-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bazel-build-optimization
-description: Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
+description: "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Bazel Build Optimization
diff --git a/skills/beautiful-prose/SKILL.md b/skills/beautiful-prose/SKILL.md
index d5709891..ffa35480 100644
--- a/skills/beautiful-prose/SKILL.md
+++ b/skills/beautiful-prose/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: beautiful-prose
-description: Hard-edged writing style contract for timeless, forceful English prose without AI tics
+description: "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
 risk: safe
-source: https://github.com/SHADOWPR0/beautiful_prose
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/SHADOWPR0/beautiful_prose"
+date_added: "2026-02-27"
 ---
 
 # Beautiful Prose
diff --git a/skills/behavioral-modes/SKILL.md b/skills/behavioral-modes/SKILL.md
index fecc3188..7fb87018 100644
--- a/skills/behavioral-modes/SKILL.md
+++ b/skills/behavioral-modes/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: behavioral-modes
-description: AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
+description: "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Behavioral Modes - Adaptive AI Operating Modes
diff --git a/skills/bevy-ecs-expert/SKILL.md b/skills/bevy-ecs-expert/SKILL.md
index 7afaf985..857144b7 100644
--- a/skills/bevy-ecs-expert/SKILL.md
+++ b/skills/bevy-ecs-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bevy-ecs-expert
-description: Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
+description: "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Bevy ECS Expert
diff --git a/skills/billing-automation/SKILL.md b/skills/billing-automation/SKILL.md
index 7b2aa9c3..55f18225 100644
--- a/skills/billing-automation/SKILL.md
+++ b/skills/billing-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: billing-automation
-description: Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
+description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Billing Automation
diff --git a/skills/binary-analysis-patterns/SKILL.md b/skills/binary-analysis-patterns/SKILL.md
index 73a7333f..59442cfe 100644
--- a/skills/binary-analysis-patterns/SKILL.md
+++ b/skills/binary-analysis-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: binary-analysis-patterns
-description: Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
+description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Binary Analysis Patterns
diff --git a/skills/bitbucket-automation/SKILL.md b/skills/bitbucket-automation/SKILL.md
index 5e343f88..c12d12ce 100644
--- a/skills/bitbucket-automation/SKILL.md
+++ b/skills/bitbucket-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bitbucket-automation
-description: Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Bitbucket Automation via Rube MCP
diff --git a/skills/blockchain-developer/SKILL.md b/skills/blockchain-developer/SKILL.md
index f35f0715..7370a622 100644
--- a/skills/blockchain-developer/SKILL.md
+++ b/skills/blockchain-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready Web3 applications, smart contracts, and dece
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/blockrun/SKILL.md b/skills/blockrun/SKILL.md
index 33b061a2..c551dc2d 100644
--- a/skills/blockrun/SKILL.md
+++ b/skills/blockrun/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: blockrun
-description: Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"da...
+description: "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # BlockRun
diff --git a/skills/box-automation/SKILL.md b/skills/box-automation/SKILL.md
index 959f41e2..d2c2e9e4 100644
--- a/skills/box-automation/SKILL.md
+++ b/skills/box-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: box-automation
-description: Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
+description: "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Box Automation via Rube MCP
diff --git a/skills/brainstorming/SKILL.md b/skills/brainstorming/SKILL.md
index 2d8ba7f4..bd966dbd 100644
--- a/skills/brainstorming/SKILL.md
+++ b/skills/brainstorming/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brainstorming
-description: Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
+description: "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Brainstorming Ideas Into Designs
diff --git a/skills/brand-guidelines-anthropic/SKILL.md b/skills/brand-guidelines-anthropic/SKILL.md
index 36b12c82..9a166ffa 100644
--- a/skills/brand-guidelines-anthropic/SKILL.md
+++ b/skills/brand-guidelines-anthropic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brand-guidelines-anthropic
-description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
+description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Anthropic Brand Styling
diff --git a/skills/brand-guidelines-community/SKILL.md b/skills/brand-guidelines-community/SKILL.md
index 646246c4..dfea6bf4 100644
--- a/skills/brand-guidelines-community/SKILL.md
+++ b/skills/brand-guidelines-community/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brand-guidelines-community
-description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
+description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Anthropic Brand Styling
diff --git a/skills/brevo-automation/SKILL.md b/skills/brevo-automation/SKILL.md
index 6dd5e216..bf3b8a5c 100644
--- a/skills/brevo-automation/SKILL.md
+++ b/skills/brevo-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brevo-automation
-description: 'Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...'
+description: "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Brevo Automation via Rube MCP
diff --git a/skills/broken-authentication/SKILL.md b/skills/broken-authentication/SKILL.md
index 2cb16f94..dc301323 100644
--- a/skills/broken-authentication/SKILL.md
+++ b/skills/broken-authentication/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: broken-authentication
-description: This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate ...
+description: "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Broken Authentication Testing
diff --git a/skills/browser-automation/SKILL.md b/skills/browser-automation/SKILL.md
index dbc97464..9ff1072f 100644
--- a/skills/browser-automation/SKILL.md
+++ b/skills/browser-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: browser-automation
-description: Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
+description: "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Browser Automation
diff --git a/skills/browser-extension-builder/SKILL.md b/skills/browser-extension-builder/SKILL.md
index 19e0abb4..5b8597b4 100644
--- a/skills/browser-extension-builder/SKILL.md
+++ b/skills/browser-extension-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: browser-extension-builder
-description: Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
+description: "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: content
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Browser Extension Builder
diff --git a/skills/bullmq-specialist/SKILL.md b/skills/bullmq-specialist/SKILL.md
index 5e980608..05bda6a2 100644
--- a/skills/bullmq-specialist/SKILL.md
+++ b/skills/bullmq-specialist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bullmq-specialist
-description: 'BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.'
+description: "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # BullMQ Specialist
diff --git a/skills/bun-development/SKILL.md b/skills/bun-development/SKILL.md
index 47e4f85e..284159ee 100644
--- a/skills/bun-development/SKILL.md
+++ b/skills/bun-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bun-development
-description: Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
+description: "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # ⚡ Bun Development
diff --git a/skills/burp-suite-testing/SKILL.md b/skills/burp-suite-testing/SKILL.md
index eba73a10..0a6b1dbe 100644
--- a/skills/burp-suite-testing/SKILL.md
+++ b/skills/burp-suite-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: burp-suite-testing
-description: This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp ...
+description: "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Burp Suite Web Application Testing
diff --git a/skills/business-analyst/SKILL.md b/skills/business-analyst/SKILL.md
index e2f6a7d2..0caf5c9c 100644
--- a/skills/business-analyst/SKILL.md
+++ b/skills/business-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern business analysis with AI-powered analytics, real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/c4-architecture-c4-architecture/SKILL.md b/skills/c4-architecture-c4-architecture/SKILL.md
index 1746676a..d3cb9595 100644
--- a/skills/c4-architecture-c4-architecture/SKILL.md
+++ b/skills/c4-architecture-c4-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: c4-architecture-c4-architecture
-description: Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
+description: "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # C4 Architecture Documentation Workflow
diff --git a/skills/c4-code/SKILL.md b/skills/c4-code/SKILL.md
index bfdc8eeb..0d486efd 100644
--- a/skills/c4-code/SKILL.md
+++ b/skills/c4-code/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Code-level documentation specialist. Analyzes code direct
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # C4 Code Level: [Directory Name]
diff --git a/skills/c4-component/SKILL.md b/skills/c4-component/SKILL.md
index 47ddeab4..8cd0aef8 100644
--- a/skills/c4-component/SKILL.md
+++ b/skills/c4-component/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Component-level documentation specialist. Synthesizes C4
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # C4 Component Level: [Component Name]
diff --git a/skills/c4-container/SKILL.md b/skills/c4-container/SKILL.md
index bca34848..b8d22c44 100644
--- a/skills/c4-container/SKILL.md
+++ b/skills/c4-container/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Container-level documentation specialist.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # C4 Container Level: System Deployment
diff --git a/skills/c4-context/SKILL.md b/skills/c4-context/SKILL.md
index 238ce792..7b2e753e 100644
--- a/skills/c4-context/SKILL.md
+++ b/skills/c4-context/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Context-level documentation specialist. Creates high-leve
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # C4 Context Level: System Context
diff --git a/skills/cal-com-automation/SKILL.md b/skills/cal-com-automation/SKILL.md
index 3636ff5e..26c21037 100644
--- a/skills/cal-com-automation/SKILL.md
+++ b/skills/cal-com-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cal-com-automation
-description: 'Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.'
+description: "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Cal.com Automation via Rube MCP
diff --git a/skills/calendly-automation/SKILL.md b/skills/calendly-automation/SKILL.md
index cd498184..eb788f08 100644
--- a/skills/calendly-automation/SKILL.md
+++ b/skills/calendly-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: calendly-automation
-description: Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Calendly Automation via Rube MCP
diff --git a/skills/canva-automation/SKILL.md b/skills/canva-automation/SKILL.md
index b395c530..f4221687 100644
--- a/skills/canva-automation/SKILL.md
+++ b/skills/canva-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: canva-automation
-description: 'Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.'
+description: "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Canva Automation via Rube MCP
diff --git a/skills/canvas-design/SKILL.md b/skills/canvas-design/SKILL.md
index 5c102a3f..0cd897dd 100644
--- a/skills/canvas-design/SKILL.md
+++ b/skills/canvas-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: canvas-design
-description: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
+description: "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files.
diff --git a/skills/carrier-relationship-management/SKILL.md b/skills/carrier-relationship-management/SKILL.md
index 6f213e1f..37baed65 100644
--- a/skills/carrier-relationship-management/SKILL.md
+++ b/skills/carrier-relationship-management/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for managing carrier portfolios, negotiating fre
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/skills/cc-skill-backend-patterns/SKILL.md b/skills/cc-skill-backend-patterns/SKILL.md
index 50aa2c14..eaa64465 100644
--- a/skills/cc-skill-backend-patterns/SKILL.md
+++ b/skills/cc-skill-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-backend-patterns
-description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
+description: "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Backend Development Patterns
diff --git a/skills/cc-skill-clickhouse-io/SKILL.md b/skills/cc-skill-clickhouse-io/SKILL.md
index ce1b11a1..6db65e17 100644
--- a/skills/cc-skill-clickhouse-io/SKILL.md
+++ b/skills/cc-skill-clickhouse-io/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-clickhouse-io
-description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
+description: "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # ClickHouse Analytics Patterns
diff --git a/skills/cc-skill-coding-standards/SKILL.md b/skills/cc-skill-coding-standards/SKILL.md
index 857d6001..3dc87bcd 100644
--- a/skills/cc-skill-coding-standards/SKILL.md
+++ b/skills/cc-skill-coding-standards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-coding-standards
-description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
+description: "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Coding Standards & Best Practices
diff --git a/skills/cc-skill-frontend-patterns/SKILL.md b/skills/cc-skill-frontend-patterns/SKILL.md
index f42e0c6e..58d5e6e3 100644
--- a/skills/cc-skill-frontend-patterns/SKILL.md
+++ b/skills/cc-skill-frontend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-frontend-patterns
-description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
+description: "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend Development Patterns
diff --git a/skills/cc-skill-security-review/SKILL.md b/skills/cc-skill-security-review/SKILL.md
index a1aedaa3..e006d044 100644
--- a/skills/cc-skill-security-review/SKILL.md
+++ b/skills/cc-skill-security-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-security-review
-description: Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
+description: "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Security Review Skill
diff --git a/skills/cdk-patterns/SKILL.md b/skills/cdk-patterns/SKILL.md
index e364aa38..7fd78023 100644
--- a/skills/cdk-patterns/SKILL.md
+++ b/skills/cdk-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cdk-patterns
-description: Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.
+description: "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 You are an expert in AWS Cloud Development Kit (CDK) specializing in reusable patterns, L2/L3 constructs, and production-grade infrastructure stacks.
 
diff --git a/skills/changelog-automation/SKILL.md b/skills/changelog-automation/SKILL.md
index 3726543b..852a157e 100644
--- a/skills/changelog-automation/SKILL.md
+++ b/skills/changelog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: changelog-automation
-description: Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
+description: "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Changelog Automation
diff --git a/skills/chrome-extension-developer/SKILL.md b/skills/chrome-extension-developer/SKILL.md
index 18a21cdf..647abce5 100644
--- a/skills/chrome-extension-developer/SKILL.md
+++ b/skills/chrome-extension-developer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: chrome-extension-developer
-description: Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.
+description: "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 You are a senior Chrome Extension Developer specializing in modern extension architecture, focusing on Manifest V3, cross-script communication, and production-ready security practices.
diff --git a/skills/cicd-automation-workflow-automate/SKILL.md b/skills/cicd-automation-workflow-automate/SKILL.md
index 0e6fae13..b8d36f3c 100644
--- a/skills/cicd-automation-workflow-automate/SKILL.md
+++ b/skills/cicd-automation-workflow-automate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cicd-automation-workflow-automate
-description: You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
+description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Workflow Automation
diff --git a/skills/circleci-automation/SKILL.md b/skills/circleci-automation/SKILL.md
index 1d9ccc99..60db9b5f 100644
--- a/skills/circleci-automation/SKILL.md
+++ b/skills/circleci-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: circleci-automation
-description: 'Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.'
+description: "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # CircleCI Automation via Rube MCP
diff --git a/skills/clarity-gate/SKILL.md b/skills/clarity-gate/SKILL.md
index f6c755cc..409f5c62 100644
--- a/skills/clarity-gate/SKILL.md
+++ b/skills/clarity-gate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clarity-gate
-description: Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
+description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
 risk: safe
-source: https://github.com/frmoretto/clarity-gate
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/frmoretto/clarity-gate"
+date_added: "2026-02-27"
 ---
 
 # Clarity Gate
diff --git a/skills/claude-ally-health/SKILL.md b/skills/claude-ally-health/SKILL.md
index d43e3ecc..67341c8e 100644
--- a/skills/claude-ally-health/SKILL.md
+++ b/skills/claude-ally-health/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: claude-ally-health
-description: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
+description: "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
 risk: safe
-source: https://github.com/huifer/Claude-Ally-Health
-date_added: '2026-02-27'
-category: database
+source: "https://github.com/huifer/Claude-Ally-Health"
+date_added: "2026-02-27"
 ---
 
 # Claude Ally Health
diff --git a/skills/claude-d3js-skill/SKILL.md b/skills/claude-d3js-skill/SKILL.md
index 54fafd92..592a2662 100644
--- a/skills/claude-d3js-skill/SKILL.md
+++ b/skills/claude-d3js-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: claude-d3js-skill
-description: Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
+description: "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # D3.js Visualisation
diff --git a/skills/clean-code/SKILL.md b/skills/clean-code/SKILL.md
index 1c9aef36..76328acd 100644
--- a/skills/clean-code/SKILL.md
+++ b/skills/clean-code/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clean-code
-description: Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
+description: "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
 risk: safe
-source: ClawForge (https://github.com/jackjin1997/ClawForge)
-date_added: '2026-02-27'
-category: ai-ml
+source: "ClawForge (https://github.com/jackjin1997/ClawForge)"
+date_added: "2026-02-27"
 ---
 
 # Clean Code Skill
diff --git a/skills/clerk-auth/SKILL.md b/skills/clerk-auth/SKILL.md
index 39423c7d..d3a8f84f 100644
--- a/skills/clerk-auth/SKILL.md
+++ b/skills/clerk-auth/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clerk-auth
-description: 'Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.'
+description: "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Clerk Authentication
diff --git a/skills/clickup-automation/SKILL.md b/skills/clickup-automation/SKILL.md
index d9765ae6..e5ea0fca 100644
--- a/skills/clickup-automation/SKILL.md
+++ b/skills/clickup-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clickup-automation
-description: Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ClickUp Automation via Rube MCP
diff --git a/skills/close-automation/SKILL.md b/skills/close-automation/SKILL.md
index 35f01022..dd240081 100644
--- a/skills/close-automation/SKILL.md
+++ b/skills/close-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: close-automation
-description: 'Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.'
+description: "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Close CRM Automation via Rube MCP
diff --git a/skills/cloud-architect/SKILL.md b/skills/cloud-architect/SKILL.md
index ac32a0d9..98df8d29 100644
--- a/skills/cloud-architect/SKILL.md
+++ b/skills/cloud-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert cloud architect specializing in AWS/Azure/GCP multi-cloud in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/cloud-penetration-testing/SKILL.md b/skills/cloud-penetration-testing/SKILL.md
index e766acc2..8f278113 100644
--- a/skills/cloud-penetration-testing/SKILL.md
+++ b/skills/cloud-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloud-penetration-testing
-description: This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfiguratio...
+description: "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Cloud Penetration Testing
diff --git a/skills/cloudflare-workers-expert/SKILL.md b/skills/cloudflare-workers-expert/SKILL.md
index 24d97691..653428be 100644
--- a/skills/cloudflare-workers-expert/SKILL.md
+++ b/skills/cloudflare-workers-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloudflare-workers-expert
-description: Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
+description: "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 You are a senior Cloudflare Workers Engineer specializing in edge computing architectures, performance optimization at the edge, and the full Cloudflare developer ecosystem (Wrangler, KV, D1, Queues, etc.).
diff --git a/skills/cloudformation-best-practices/SKILL.md b/skills/cloudformation-best-practices/SKILL.md
index 01aa4a93..4bbd8f19 100644
--- a/skills/cloudformation-best-practices/SKILL.md
+++ b/skills/cloudformation-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloudformation-best-practices
-description: CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
+description: "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 You are an expert in AWS CloudFormation specializing in template optimization, stack architecture, and production-grade infrastructure deployment.
 
diff --git a/skills/coda-automation/SKILL.md b/skills/coda-automation/SKILL.md
index 9c468ab4..1acbf8c8 100644
--- a/skills/coda-automation/SKILL.md
+++ b/skills/coda-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: coda-automation
-description: 'Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.'
+description: "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Coda Automation via Rube MCP
diff --git a/skills/code-documentation-code-explain/SKILL.md b/skills/code-documentation-code-explain/SKILL.md
index 80155eff..c29afa94 100644
--- a/skills/code-documentation-code-explain/SKILL.md
+++ b/skills/code-documentation-code-explain/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-documentation-code-explain
-description: You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
+description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Code Explanation and Analysis
diff --git a/skills/code-documentation-doc-generate/SKILL.md b/skills/code-documentation-doc-generate/SKILL.md
index 4244a76a..ca5c4915 100644
--- a/skills/code-documentation-doc-generate/SKILL.md
+++ b/skills/code-documentation-doc-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-documentation-doc-generate
-description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
+description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Automated Documentation Generation
diff --git a/skills/code-refactoring-context-restore/SKILL.md b/skills/code-refactoring-context-restore/SKILL.md
index d4a6f436..5f620c05 100644
--- a/skills/code-refactoring-context-restore/SKILL.md
+++ b/skills/code-refactoring-context-restore/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-refactoring-context-restore
-description: Use when working with code refactoring context restore
+description: "Use when working with code refactoring context restore"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/skills/code-review-ai-ai-review/SKILL.md b/skills/code-review-ai-ai-review/SKILL.md
index 9d27bb8c..6f92e910 100644
--- a/skills/code-review-ai-ai-review/SKILL.md
+++ b/skills/code-review-ai-ai-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-ai-ai-review
-description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
+description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/skills/code-review-checklist/SKILL.md b/skills/code-review-checklist/SKILL.md
index 7fb1ab51..58fece5c 100644
--- a/skills/code-review-checklist/SKILL.md
+++ b/skills/code-review-checklist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-checklist
-description: Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
+description: "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Code Review Checklist
diff --git a/skills/code-review-excellence/SKILL.md b/skills/code-review-excellence/SKILL.md
index 16e4c61c..ff6d7b41 100644
--- a/skills/code-review-excellence/SKILL.md
+++ b/skills/code-review-excellence/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-excellence
-description: Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...
+description: "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Code Review Excellence
diff --git a/skills/code-reviewer/SKILL.md b/skills/code-reviewer/SKILL.md
index 270efdf6..268d8c43 100644
--- a/skills/code-reviewer/SKILL.md
+++ b/skills/code-reviewer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-reviewer
-description: Elite code review expert specializing in modern AI-powered code
+description: "Elite code review expert specializing in modern AI-powered code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/skills/codebase-cleanup-deps-audit/SKILL.md b/skills/codebase-cleanup-deps-audit/SKILL.md
index c7d3b607..129711a6 100644
--- a/skills/codebase-cleanup-deps-audit/SKILL.md
+++ b/skills/codebase-cleanup-deps-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: codebase-cleanup-deps-audit
-description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
+description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/skills/codex-review/SKILL.md b/skills/codex-review/SKILL.md
index 82013d19..01e9b21c 100644
--- a/skills/codex-review/SKILL.md
+++ b/skills/codex-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: codex-review
-description: Professional code review with auto CHANGELOG generation, integrated with Codex AI
+description: "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # codex-review
diff --git a/skills/commit/SKILL.md b/skills/commit/SKILL.md
index 248b8155..d0b5d1fd 100644
--- a/skills/commit/SKILL.md
+++ b/skills/commit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: commit
-description: Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...
+description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit"
+date_added: "2026-02-27"
 ---
 
 # Sentry Commit Messages
diff --git a/skills/competitive-landscape/SKILL.md b/skills/competitive-landscape/SKILL.md
index fb73bdd6..0969250b 100644
--- a/skills/competitive-landscape/SKILL.md
+++ b/skills/competitive-landscape/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"analyze competi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Competitive Landscape Analysis
diff --git a/skills/competitor-alternatives/SKILL.md b/skills/competitor-alternatives/SKILL.md
index 97bfe303..e7544197 100644
--- a/skills/competitor-alternatives/SKILL.md
+++ b/skills/competitor-alternatives/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: competitor-alternatives
-description: When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...
+description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Competitor & Alternative Pages
diff --git a/skills/comprehensive-review-pr-enhance/SKILL.md b/skills/comprehensive-review-pr-enhance/SKILL.md
index 30b2692e..f0b65af0 100644
--- a/skills/comprehensive-review-pr-enhance/SKILL.md
+++ b/skills/comprehensive-review-pr-enhance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: comprehensive-review-pr-enhance
-description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...
+description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Pull Request Enhancement
diff --git a/skills/computer-use-agents/SKILL.md b/skills/computer-use-agents/SKILL.md
index 377aa89f..4e46309b 100644
--- a/skills/computer-use-agents/SKILL.md
+++ b/skills/computer-use-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: computer-use-agents
-description: Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...
+description: "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Computer Use Agents
diff --git a/skills/computer-vision-expert/SKILL.md b/skills/computer-vision-expert/SKILL.md
index 69fef195..6d69f63f 100644
--- a/skills/computer-vision-expert/SKILL.md
+++ b/skills/computer-vision-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: computer-vision-expert
-description: SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
+description: "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Computer Vision Expert (SOTA 2026)
diff --git a/skills/conductor-implement/SKILL.md b/skills/conductor-implement/SKILL.md
index 5d09acd0..b5d4adb6 100644
--- a/skills/conductor-implement/SKILL.md
+++ b/skills/conductor-implement/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-implement
-description: Execute tasks from a track's implementation plan following TDD workflow
+description: "Execute tasks from a track's implementation plan following TDD workflow"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Implement Track
diff --git a/skills/conductor-manage/SKILL.md b/skills/conductor-manage/SKILL.md
index 18f75d6a..d85f3242 100644
--- a/skills/conductor-manage/SKILL.md
+++ b/skills/conductor-manage/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-manage
-description: 'Manage track lifecycle: archive, restore, delete, rename, and cleanup'
+description: "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Track Manager
diff --git a/skills/conductor-revert/SKILL.md b/skills/conductor-revert/SKILL.md
index 87c2455c..0be6334f 100644
--- a/skills/conductor-revert/SKILL.md
+++ b/skills/conductor-revert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-revert
-description: Git-aware undo by logical work unit (track, phase, or task)
+description: "Git-aware undo by logical work unit (track, phase, or task)"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Revert Track
diff --git a/skills/conductor-setup/SKILL.md b/skills/conductor-setup/SKILL.md
index 3714caaa..c97e80ea 100644
--- a/skills/conductor-setup/SKILL.md
+++ b/skills/conductor-setup/SKILL.md
@@ -8,7 +8,6 @@ description: 'Initialize project with Conductor artifacts (product definition,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 # Conductor Setup
diff --git a/skills/confluence-automation/SKILL.md b/skills/confluence-automation/SKILL.md
index ebce2357..bbbd2158 100644
--- a/skills/confluence-automation/SKILL.md
+++ b/skills/confluence-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: confluence-automation
-description: Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Confluence Automation via Rube MCP
diff --git a/skills/content-marketer/SKILL.md b/skills/content-marketer/SKILL.md
index 9a9ccf2d..cb0efd27 100644
--- a/skills/content-marketer/SKILL.md
+++ b/skills/content-marketer/SKILL.md
@@ -4,7 +4,6 @@ description: Elite content marketing strategist specializing in AI-powered conte
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/context-compression/SKILL.md b/skills/context-compression/SKILL.md
index 51b3d47d..1abdeadc 100644
--- a/skills/context-compression/SKILL.md
+++ b/skills/context-compression/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-compression
-description: Design and evaluate compression strategies for long-running sessions
+description: "Design and evaluate compression strategies for long-running sessions"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression"
+date_added: "2026-02-27"
 ---
 # Context Compression Strategies
 
diff --git a/skills/context-degradation/SKILL.md b/skills/context-degradation/SKILL.md
index 7299d6a5..8964bb35 100644
--- a/skills/context-degradation/SKILL.md
+++ b/skills/context-degradation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-degradation
-description: 'Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash'
+description: "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/skills/context-driven-development/SKILL.md b/skills/context-driven-development/SKILL.md
index b0e0bf57..8dcedecb 100644
--- a/skills/context-driven-development/SKILL.md
+++ b/skills/context-driven-development/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when working with Conductor's context-driven develop
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # Context-Driven Development
diff --git a/skills/context-management-context-restore/SKILL.md b/skills/context-management-context-restore/SKILL.md
index b1cd895d..e32d6079 100644
--- a/skills/context-management-context-restore/SKILL.md
+++ b/skills/context-management-context-restore/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-management-context-restore
-description: Use when working with context management context restore
+description: "Use when working with context management context restore"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/skills/context-manager/SKILL.md b/skills/context-manager/SKILL.md
index 5459f6e8..e44ec512 100644
--- a/skills/context-manager/SKILL.md
+++ b/skills/context-manager/SKILL.md
@@ -4,7 +4,6 @@ description: Elite AI context engineering specialist mastering dynamic context m
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/context-optimization/SKILL.md b/skills/context-optimization/SKILL.md
index 79b572bd..babb82b7 100644
--- a/skills/context-optimization/SKILL.md
+++ b/skills/context-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-optimization
-description: Apply compaction, masking, and caching strategies
+description: "Apply compaction, masking, and caching strategies"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/skills/context-window-management/SKILL.md b/skills/context-window-management/SKILL.md
index 53445f02..09c6ee35 100644
--- a/skills/context-window-management/SKILL.md
+++ b/skills/context-window-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-window-management
-description: 'Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...'
+description: "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Context Window Management
diff --git a/skills/context7-auto-research/SKILL.md b/skills/context7-auto-research/SKILL.md
index 75d3f764..11f8c1aa 100644
--- a/skills/context7-auto-research/SKILL.md
+++ b/skills/context7-auto-research/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context7-auto-research
-description: Automatically fetch latest library/framework documentation for Claude Code via Context7 API
+description: "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # context7-auto-research
diff --git a/skills/conversation-memory/SKILL.md b/skills/conversation-memory/SKILL.md
index 8cad4305..3a57f20b 100644
--- a/skills/conversation-memory/SKILL.md
+++ b/skills/conversation-memory/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conversation-memory
-description: 'Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.'
+description: "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Conversation Memory
diff --git a/skills/convertkit-automation/SKILL.md b/skills/convertkit-automation/SKILL.md
index 74d91f27..cba76c93 100644
--- a/skills/convertkit-automation/SKILL.md
+++ b/skills/convertkit-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: convertkit-automation
-description: 'Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.'
+description: "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ConvertKit (Kit) Automation via Rube MCP
diff --git a/skills/convex/SKILL.md b/skills/convex/SKILL.md
index 510008c8..3a125dca 100644
--- a/skills/convex/SKILL.md
+++ b/skills/convex/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: convex
-description: 'Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.'
+description: "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
 risk: safe
-source: https://docs.convex.dev
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.convex.dev"
+date_added: "2026-02-27"
 ---
 
 # Convex
diff --git a/skills/copilot-sdk/SKILL.md b/skills/copilot-sdk/SKILL.md
index 0d9599de..0b954b53 100644
--- a/skills/copilot-sdk/SKILL.md
+++ b/skills/copilot-sdk/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: copilot-sdk
-description: Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...
+description: "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # GitHub Copilot SDK
diff --git a/skills/copywriting/SKILL.md b/skills/copywriting/SKILL.md
index 9d258c8e..3de2064a 100644
--- a/skills/copywriting/SKILL.md
+++ b/skills/copywriting/SKILL.md
@@ -3,8 +3,7 @@ name: copywriting
 description: Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Copywriting
diff --git a/skills/core-components/SKILL.md b/skills/core-components/SKILL.md
index ca9273f0..44064ed2 100644
--- a/skills/core-components/SKILL.md
+++ b/skills/core-components/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: core-components
-description: Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
+description: "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Core Components
diff --git a/skills/cost-optimization/SKILL.md b/skills/cost-optimization/SKILL.md
index ce967248..396eed0e 100644
--- a/skills/cost-optimization/SKILL.md
+++ b/skills/cost-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cost-optimization
-description: Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...
+description: "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Cloud Cost Optimization
diff --git a/skills/cpp-pro/SKILL.md b/skills/cpp-pro/SKILL.md
index af8da211..ae44cdc7 100644
--- a/skills/cpp-pro/SKILL.md
+++ b/skills/cpp-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic C++ code with modern features, RAII, smart pointers
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/skills/cqrs-implementation/SKILL.md b/skills/cqrs-implementation/SKILL.md
index 1d1d3c53..528fd67c 100644
--- a/skills/cqrs-implementation/SKILL.md
+++ b/skills/cqrs-implementation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cqrs-implementation
-description: Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
+description: "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # CQRS Implementation
diff --git a/skills/create-pr/SKILL.md b/skills/create-pr/SKILL.md
index 0cd852de..0f8d23b9 100644
--- a/skills/create-pr/SKILL.md
+++ b/skills/create-pr/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: create-pr
-description: Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.
+description: "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr"
+date_added: "2026-02-27"
 ---
 
 # Create Pull Request
diff --git a/skills/crewai/SKILL.md b/skills/crewai/SKILL.md
index 1327d0d2..47add585 100644
--- a/skills/crewai/SKILL.md
+++ b/skills/crewai/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: crewai
-description: Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
+description: "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: devops
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # CrewAI
diff --git a/skills/crypto-bd-agent/SKILL.md b/skills/crypto-bd-agent/SKILL.md
index 724cb1f8..9444f92c 100644
--- a/skills/crypto-bd-agent/SKILL.md
+++ b/skills/crypto-bd-agent/SKILL.md
@@ -5,7 +5,6 @@ risk: safe
 source: community
 tags: null
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Crypto BD Agent — Autonomous Business Development for Exchanges
diff --git a/skills/csharp-pro/SKILL.md b/skills/csharp-pro/SKILL.md
index 8bc41f20..b9c18c70 100644
--- a/skills/csharp-pro/SKILL.md
+++ b/skills/csharp-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write modern C# code with advanced features like records, pattern m
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/culture-index/SKILL.md b/skills/culture-index/SKILL.md
index 080680fa..7240dd50 100644
--- a/skills/culture-index/SKILL.md
+++ b/skills/culture-index/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: culture-index
-description: Index and search culture documentation
+description: "Index and search culture documentation"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/culture-index
-date_added: '2026-02-27'
-category: database
+source: "https://github.com/trailofbits/skills/tree/main/plugins/culture-index"
+date_added: "2026-02-27"
 ---
 
 # Culture Index
diff --git a/skills/customer-support/SKILL.md b/skills/customer-support/SKILL.md
index f8d1dbcf..b4ae5ef4 100644
--- a/skills/customer-support/SKILL.md
+++ b/skills/customer-support/SKILL.md
@@ -4,7 +4,6 @@ description: Elite AI-powered customer support specialist mastering conversation
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/customs-trade-compliance/SKILL.md b/skills/customs-trade-compliance/SKILL.md
index ac7104f8..6f975284 100644
--- a/skills/customs-trade-compliance/SKILL.md
+++ b/skills/customs-trade-compliance/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for customs documentation, tariff classification
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## When to Use
diff --git a/skills/daily-news-report/SKILL.md b/skills/daily-news-report/SKILL.md
index dacf18c5..6874ea95 100644
--- a/skills/daily-news-report/SKILL.md
+++ b/skills/daily-news-report/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: daily-news-report
-description: Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.
+description: "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Daily News Report v3.0
diff --git a/skills/data-engineer/SKILL.md b/skills/data-engineer/SKILL.md
index 0406d28c..1d5fc174 100644
--- a/skills/data-engineer/SKILL.md
+++ b/skills/data-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build scalable data pipelines, modern data warehouses, and real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
 
diff --git a/skills/data-engineering-data-driven-feature/SKILL.md b/skills/data-engineering-data-driven-feature/SKILL.md
index 32a3eb25..47d3d828 100644
--- a/skills/data-engineering-data-driven-feature/SKILL.md
+++ b/skills/data-engineering-data-driven-feature/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-engineering-data-driven-feature
-description: Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
+description: "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Data-Driven Feature Development
diff --git a/skills/data-engineering-data-pipeline/SKILL.md b/skills/data-engineering-data-pipeline/SKILL.md
index 69bc2ffe..b4282db7 100644
--- a/skills/data-engineering-data-pipeline/SKILL.md
+++ b/skills/data-engineering-data-pipeline/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-engineering-data-pipeline
-description: You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
+description: "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Pipeline Architecture
diff --git a/skills/data-quality-frameworks/SKILL.md b/skills/data-quality-frameworks/SKILL.md
index b391c3c3..b60306b6 100644
--- a/skills/data-quality-frameworks/SKILL.md
+++ b/skills/data-quality-frameworks/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-quality-frameworks
-description: Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
+description: "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Quality Frameworks
diff --git a/skills/data-scientist/SKILL.md b/skills/data-scientist/SKILL.md
index 067486eb..81a706a9 100644
--- a/skills/data-scientist/SKILL.md
+++ b/skills/data-scientist/SKILL.md
@@ -4,7 +4,6 @@ description: Expert data scientist for advanced analytics, machine learning, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/data-storytelling/SKILL.md b/skills/data-storytelling/SKILL.md
index fc1a2deb..ba6a5131 100644
--- a/skills/data-storytelling/SKILL.md
+++ b/skills/data-storytelling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-storytelling
-description: Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
+description: "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Storytelling
diff --git a/skills/data-structure-protocol/SKILL.md b/skills/data-structure-protocol/SKILL.md
index 6a35e6c9..f4998acb 100644
--- a/skills/data-structure-protocol/SKILL.md
+++ b/skills/data-structure-protocol/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-structure-protocol
-description: Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
+description: "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
 risk: safe
-source: https://github.com/k-kolomeitsev/data-structure-protocol
-date_added: '2026-02-27'
-category: data-science
+source: "https://github.com/k-kolomeitsev/data-structure-protocol"
+date_added: "2026-02-27"
 ---
 
 # Data Structure Protocol (DSP)
diff --git a/skills/database-admin/SKILL.md b/skills/database-admin/SKILL.md
index e3f52606..07060302 100644
--- a/skills/database-admin/SKILL.md
+++ b/skills/database-admin/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database administrator specializing in modern cloud database
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/database-architect/SKILL.md b/skills/database-architect/SKILL.md
index b5e5cada..3a468ef6 100644
--- a/skills/database-architect/SKILL.md
+++ b/skills/database-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database architect specializing in data layer design from sc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.
 
diff --git a/skills/database-cloud-optimization-cost-optimize/SKILL.md b/skills/database-cloud-optimization-cost-optimize/SKILL.md
index 59f9f661..0e835702 100644
--- a/skills/database-cloud-optimization-cost-optimize/SKILL.md
+++ b/skills/database-cloud-optimization-cost-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-cloud-optimization-cost-optimize
-description: You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
+description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Cloud Cost Optimization
diff --git a/skills/database-design/SKILL.md b/skills/database-design/SKILL.md
index a1d5698c..5b061c7e 100644
--- a/skills/database-design/SKILL.md
+++ b/skills/database-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-design
-description: Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
+description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Database Design
diff --git a/skills/database-migration/SKILL.md b/skills/database-migration/SKILL.md
index e73fa232..88f20e49 100644
--- a/skills/database-migration/SKILL.md
+++ b/skills/database-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-migration
-description: Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...
+description: "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Database Migration
diff --git a/skills/database-migrations-migration-observability/SKILL.md b/skills/database-migrations-migration-observability/SKILL.md
index 35089fa7..0a289e1c 100644
--- a/skills/database-migrations-migration-observability/SKILL.md
+++ b/skills/database-migrations-migration-observability/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: database-migrations-migration-observability
-description: Migration monitoring, CDC, and observability infrastructure
+description: "Migration monitoring, CDC, and observability infrastructure"
 risk: unknown
 source: community
-tags: database, cdc, debezium, kafka, prometheus, grafana, monitoring
-date_added: '2026-02-27'
-category: database
+tags: "database, cdc, debezium, kafka, prometheus, grafana, monitoring"
+date_added: "2026-02-27"
 ---
 
 # Migration Observability and Real-time Monitoring
diff --git a/skills/database-migrations-sql-migrations/SKILL.md b/skills/database-migrations-sql-migrations/SKILL.md
index 74f10ab2..d7ac16f6 100644
--- a/skills/database-migrations-sql-migrations/SKILL.md
+++ b/skills/database-migrations-sql-migrations/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-migrations-sql-migrations
-description: SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
+description: "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # SQL Database Migration Strategy and Implementation
diff --git a/skills/database-optimizer/SKILL.md b/skills/database-optimizer/SKILL.md
index 0240d432..c1b14933 100644
--- a/skills/database-optimizer/SKILL.md
+++ b/skills/database-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database optimizer specializing in modern performance tuning
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/skills/datadog-automation/SKILL.md b/skills/datadog-automation/SKILL.md
index e085bd56..fa7f5bbe 100644
--- a/skills/datadog-automation/SKILL.md
+++ b/skills/datadog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: datadog-automation
-description: 'Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.'
+description: "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Datadog Automation via Rube MCP
diff --git a/skills/dbos-golang/SKILL.md b/skills/dbos-golang/SKILL.md
index a46b2103..7b5c8344 100644
--- a/skills/dbos-golang/SKILL.md
+++ b/skills/dbos-golang/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-golang
-description: DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...
+description: "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS Go Best Practices
diff --git a/skills/dbos-python/SKILL.md b/skills/dbos-python/SKILL.md
index d78fa5db..5f3847da 100644
--- a/skills/dbos-python/SKILL.md
+++ b/skills/dbos-python/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-python
-description: DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...
+description: "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS Python Best Practices
diff --git a/skills/dbos-typescript/SKILL.md b/skills/dbos-typescript/SKILL.md
index 72076f13..ea6e8de0 100644
--- a/skills/dbos-typescript/SKILL.md
+++ b/skills/dbos-typescript/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-typescript
-description: DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...
+description: "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: web-development
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS TypeScript Best Practices
diff --git a/skills/dbt-transformation-patterns/SKILL.md b/skills/dbt-transformation-patterns/SKILL.md
index ad6683bb..ce4d6fc6 100644
--- a/skills/dbt-transformation-patterns/SKILL.md
+++ b/skills/dbt-transformation-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbt-transformation-patterns
-description: Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
+description: "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # dbt Transformation Patterns
diff --git a/skills/ddd-context-mapping/SKILL.md b/skills/ddd-context-mapping/SKILL.md
index acdf6227..6886ba6f 100644
--- a/skills/ddd-context-mapping/SKILL.md
+++ b/skills/ddd-context-mapping/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-context-mapping
-description: Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
+description: "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
 risk: safe
 source: self
-tags: '[ddd, context-map, anti-corruption-layer, integration]'
-date_added: '2026-02-27'
-category: testing
+tags: "[ddd, context-map, anti-corruption-layer, integration]"
+date_added: "2026-02-27"
 ---
 
 # DDD Context Mapping
diff --git a/skills/ddd-strategic-design/SKILL.md b/skills/ddd-strategic-design/SKILL.md
index 9a76e7ca..c4666d6c 100644
--- a/skills/ddd-strategic-design/SKILL.md
+++ b/skills/ddd-strategic-design/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-strategic-design
-description: Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
+description: "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
 risk: safe
 source: self
-tags: '[ddd, strategic-design, bounded-context, ubiquitous-language]'
-date_added: '2026-02-27'
-category: web-development
+tags: "[ddd, strategic-design, bounded-context, ubiquitous-language]"
+date_added: "2026-02-27"
 ---
 
 # DDD Strategic Design
diff --git a/skills/ddd-tactical-patterns/SKILL.md b/skills/ddd-tactical-patterns/SKILL.md
index 8352d891..e4a3a690 100644
--- a/skills/ddd-tactical-patterns/SKILL.md
+++ b/skills/ddd-tactical-patterns/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-tactical-patterns
-description: Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
+description: "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
 risk: safe
 source: self
-tags: '[ddd, tactical, aggregates, value-objects, domain-events]'
-date_added: '2026-02-27'
-category: web-development
+tags: "[ddd, tactical, aggregates, value-objects, domain-events]"
+date_added: "2026-02-27"
 ---
 
 # DDD Tactical Patterns
diff --git a/skills/debugger/SKILL.md b/skills/debugger/SKILL.md
index ad4e288f..edf6a762 100644
--- a/skills/debugger/SKILL.md
+++ b/skills/debugger/SKILL.md
@@ -8,7 +8,6 @@ description: 'Debugging specialist for errors, test failures, and unexpected
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/debugging-strategies/SKILL.md b/skills/debugging-strategies/SKILL.md
index 4c5c1fcc..2ade0b98 100644
--- a/skills/debugging-strategies/SKILL.md
+++ b/skills/debugging-strategies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: debugging-strategies
-description: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...
+description: "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Debugging Strategies
diff --git a/skills/deep-research/SKILL.md b/skills/deep-research/SKILL.md
index 81d53f15..da5f63b8 100644
--- a/skills/deep-research/SKILL.md
+++ b/skills/deep-research/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deep-research
-description: 'Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...'
+description: "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
 risk: safe
-source: https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research"
+date_added: "2026-02-27"
 ---
 
 # Gemini Deep Research Skill
diff --git a/skills/defi-protocol-templates/SKILL.md b/skills/defi-protocol-templates/SKILL.md
index cc82e50a..e4f7aac0 100644
--- a/skills/defi-protocol-templates/SKILL.md
+++ b/skills/defi-protocol-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: defi-protocol-templates
-description: Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
+description: "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # DeFi Protocol Templates
diff --git a/skills/dependency-management-deps-audit/SKILL.md b/skills/dependency-management-deps-audit/SKILL.md
index bf883284..ee691540 100644
--- a/skills/dependency-management-deps-audit/SKILL.md
+++ b/skills/dependency-management-deps-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dependency-management-deps-audit
-description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
+description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/skills/dependency-upgrade/SKILL.md b/skills/dependency-upgrade/SKILL.md
index 5a163651..bb423d61 100644
--- a/skills/dependency-upgrade/SKILL.md
+++ b/skills/dependency-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dependency-upgrade
-description: Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...
+description: "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Dependency Upgrade
diff --git a/skills/deployment-engineer/SKILL.md b/skills/deployment-engineer/SKILL.md
index 260d44e2..7596f642 100644
--- a/skills/deployment-engineer/SKILL.md
+++ b/skills/deployment-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert deployment engineer specializing in modern CI/CD pipelines,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.
 
diff --git a/skills/deployment-pipeline-design/SKILL.md b/skills/deployment-pipeline-design/SKILL.md
index 915306fe..ebe7eff1 100644
--- a/skills/deployment-pipeline-design/SKILL.md
+++ b/skills/deployment-pipeline-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-pipeline-design
-description: Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
+description: "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Deployment Pipeline Design
diff --git a/skills/deployment-procedures/SKILL.md b/skills/deployment-procedures/SKILL.md
index 43287b76..62447861 100644
--- a/skills/deployment-procedures/SKILL.md
+++ b/skills/deployment-procedures/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-procedures
-description: Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
+description: "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Deployment Procedures
diff --git a/skills/deployment-validation-config-validate/SKILL.md b/skills/deployment-validation-config-validate/SKILL.md
index e6207b98..cb5f1538 100644
--- a/skills/deployment-validation-config-validate/SKILL.md
+++ b/skills/deployment-validation-config-validate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-validation-config-validate
-description: You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat
+description: "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Configuration Validation
diff --git a/skills/design-orchestration/SKILL.md b/skills/design-orchestration/SKILL.md
index e74fdcc1..df877fd4 100644
--- a/skills/design-orchestration/SKILL.md
+++ b/skills/design-orchestration/SKILL.md
@@ -4,7 +4,6 @@ description: Orchestrates design workflows by routing work through brainstorming
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Design Orchestration (Meta-Skill)
diff --git a/skills/devops-troubleshooter/SKILL.md b/skills/devops-troubleshooter/SKILL.md
index 078a6391..ac43f249 100644
--- a/skills/devops-troubleshooter/SKILL.md
+++ b/skills/devops-troubleshooter/SKILL.md
@@ -4,7 +4,6 @@ description: Expert DevOps troubleshooter specializing in rapid incident respons
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/discord-automation/SKILL.md b/skills/discord-automation/SKILL.md
index e793a84b..2ab33736 100644
--- a/skills/discord-automation/SKILL.md
+++ b/skills/discord-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: discord-automation
-description: 'Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.'
+description: "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Discord Automation via Rube MCP
diff --git a/skills/discord-bot-architect/SKILL.md b/skills/discord-bot-architect/SKILL.md
index f06626c0..48e98cf1 100644
--- a/skills/discord-bot-architect/SKILL.md
+++ b/skills/discord-bot-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: discord-bot-architect
-description: Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
+description: "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Discord Bot Architect
diff --git a/skills/distributed-debugging-debug-trace/SKILL.md b/skills/distributed-debugging-debug-trace/SKILL.md
index fa15acb0..7a996ee1 100644
--- a/skills/distributed-debugging-debug-trace/SKILL.md
+++ b/skills/distributed-debugging-debug-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: distributed-debugging-debug-trace
-description: You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...
+description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Debug and Trace Configuration
diff --git a/skills/distributed-tracing/SKILL.md b/skills/distributed-tracing/SKILL.md
index 9482279c..431a7245 100644
--- a/skills/distributed-tracing/SKILL.md
+++ b/skills/distributed-tracing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: distributed-tracing
-description: Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
+description: "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Distributed Tracing
diff --git a/skills/django-pro/SKILL.md b/skills/django-pro/SKILL.md
index 661bd759..32331961 100644
--- a/skills/django-pro/SKILL.md
+++ b/skills/django-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Django 5.x with async views, DRF, Celery, and Django Channel
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/doc-coauthoring/SKILL.md b/skills/doc-coauthoring/SKILL.md
index a29de8bb..5d308148 100644
--- a/skills/doc-coauthoring/SKILL.md
+++ b/skills/doc-coauthoring/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: doc-coauthoring
-description: Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...
+description: "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Doc Co-Authoring Workflow
diff --git a/skills/docs-architect/SKILL.md b/skills/docs-architect/SKILL.md
index f017eee0..d1880ea6 100644
--- a/skills/docs-architect/SKILL.md
+++ b/skills/docs-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Creates comprehensive technical documentation from existing codebas
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/documentation-generation-doc-generate/SKILL.md b/skills/documentation-generation-doc-generate/SKILL.md
index 5760d9a8..1b79c72f 100644
--- a/skills/documentation-generation-doc-generate/SKILL.md
+++ b/skills/documentation-generation-doc-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: documentation-generation-doc-generate
-description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
+description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Automated Documentation Generation
diff --git a/skills/documentation-templates/SKILL.md b/skills/documentation-templates/SKILL.md
index 0489d995..7548e918 100644
--- a/skills/documentation-templates/SKILL.md
+++ b/skills/documentation-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: documentation-templates
-description: Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
+description: "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Documentation Templates
diff --git a/skills/docusign-automation/SKILL.md b/skills/docusign-automation/SKILL.md
index 17b1f734..db197666 100644
--- a/skills/docusign-automation/SKILL.md
+++ b/skills/docusign-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: docusign-automation
-description: 'Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.'
+description: "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # DocuSign Automation via Rube MCP
diff --git a/skills/docx-official/SKILL.md b/skills/docx-official/SKILL.md
index e9ac1a32..5f23eb9a 100644
--- a/skills/docx-official/SKILL.md
+++ b/skills/docx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: docx-official
-description: Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...
+description: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # DOCX creation, editing, and analysis
diff --git a/skills/domain-driven-design/SKILL.md b/skills/domain-driven-design/SKILL.md
index a94512bc..a78cce62 100644
--- a/skills/domain-driven-design/SKILL.md
+++ b/skills/domain-driven-design/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: domain-driven-design
-description: Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
+description: "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
 risk: safe
 source: self
-tags: '[ddd, domain, bounded-context, architecture]'
-date_added: '2026-02-27'
-category: ai-ml
+tags: "[ddd, domain, bounded-context, architecture]"
+date_added: "2026-02-27"
 ---
 
 # Domain-Driven Design
diff --git a/skills/dotnet-architect/SKILL.md b/skills/dotnet-architect/SKILL.md
index 6773b8f7..2f4ae2f6 100644
--- a/skills/dotnet-architect/SKILL.md
+++ b/skills/dotnet-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert .NET backend architect specializing in C#, ASP.NET Core, Ent
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/dotnet-backend-patterns/SKILL.md b/skills/dotnet-backend-patterns/SKILL.md
index e7ee1de0..4a01b1fc 100644
--- a/skills/dotnet-backend-patterns/SKILL.md
+++ b/skills/dotnet-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dotnet-backend-patterns
-description: Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
+description: "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # .NET Backend Development Patterns
diff --git a/skills/dotnet-backend/SKILL.md b/skills/dotnet-backend/SKILL.md
index d24afc9e..fb31a1e9 100644
--- a/skills/dotnet-backend/SKILL.md
+++ b/skills/dotnet-backend/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dotnet-backend
-description: Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.
+description: "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # .NET Backend Agent - ASP.NET Core & Enterprise API Expert
diff --git a/skills/dropbox-automation/SKILL.md b/skills/dropbox-automation/SKILL.md
index fd5d3668..590a5fd0 100644
--- a/skills/dropbox-automation/SKILL.md
+++ b/skills/dropbox-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dropbox-automation
-description: Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Dropbox Automation via Rube MCP
diff --git a/skills/dx-optimizer/SKILL.md b/skills/dx-optimizer/SKILL.md
index 41b47e90..8ba4100d 100644
--- a/skills/dx-optimizer/SKILL.md
+++ b/skills/dx-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Developer Experience specialist. Improves tooling, setup, and workf
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/e2e-testing-patterns/SKILL.md b/skills/e2e-testing-patterns/SKILL.md
index 3512454d..14f47c43 100644
--- a/skills/e2e-testing-patterns/SKILL.md
+++ b/skills/e2e-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: e2e-testing-patterns
-description: Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...
+description: "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # E2E Testing Patterns
diff --git a/skills/elixir-pro/SKILL.md b/skills/elixir-pro/SKILL.md
index ddf6f6a4..128518e6 100644
--- a/skills/elixir-pro/SKILL.md
+++ b/skills/elixir-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic Elixir code with OTP patterns, supervision trees, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/email-sequence/SKILL.md b/skills/email-sequence/SKILL.md
index 6b986762..cd579ce9 100644
--- a/skills/email-sequence/SKILL.md
+++ b/skills/email-sequence/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: email-sequence
-description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campa...
+description: "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Email Sequence Design
diff --git a/skills/email-systems/SKILL.md b/skills/email-systems/SKILL.md
index f91022e4..0e3d56d6 100644
--- a/skills/email-systems/SKILL.md
+++ b/skills/email-systems/SKILL.md
@@ -4,7 +4,6 @@ description: Email has the highest ROI of any marketing channel. $36 for every $
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Email Systems
diff --git a/skills/embedding-strategies/SKILL.md b/skills/embedding-strategies/SKILL.md
index d216b999..efe1fdd8 100644
--- a/skills/embedding-strategies/SKILL.md
+++ b/skills/embedding-strategies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: embedding-strategies
-description: Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
+description: "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Embedding Strategies
diff --git a/skills/error-debugging-error-analysis/SKILL.md b/skills/error-debugging-error-analysis/SKILL.md
index 53c8cdfe..5b8876f2 100644
--- a/skills/error-debugging-error-analysis/SKILL.md
+++ b/skills/error-debugging-error-analysis/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-debugging-error-analysis
-description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
+description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Error Analysis and Resolution
diff --git a/skills/error-debugging-error-trace/SKILL.md b/skills/error-debugging-error-trace/SKILL.md
index cc50d648..07b09aac 100644
--- a/skills/error-debugging-error-trace/SKILL.md
+++ b/skills/error-debugging-error-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-debugging-error-trace
-description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...
+description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Error Tracking and Monitoring
diff --git a/skills/error-detective/SKILL.md b/skills/error-detective/SKILL.md
index edcfc881..e4bbb1cf 100644
--- a/skills/error-detective/SKILL.md
+++ b/skills/error-detective/SKILL.md
@@ -4,7 +4,6 @@ description: Search logs and codebases for error patterns, stack traces, and ano
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/error-diagnostics-error-analysis/SKILL.md b/skills/error-diagnostics-error-analysis/SKILL.md
index 60c5c88b..5ecb8f7f 100644
--- a/skills/error-diagnostics-error-analysis/SKILL.md
+++ b/skills/error-diagnostics-error-analysis/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-diagnostics-error-analysis
-description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
+description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Error Analysis and Resolution
diff --git a/skills/error-diagnostics-error-trace/SKILL.md b/skills/error-diagnostics-error-trace/SKILL.md
index 10bfb6f7..eecaf2ed 100644
--- a/skills/error-diagnostics-error-trace/SKILL.md
+++ b/skills/error-diagnostics-error-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-diagnostics-error-trace
-description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
+description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Error Tracking and Monitoring
diff --git a/skills/error-handling-patterns/SKILL.md b/skills/error-handling-patterns/SKILL.md
index 242aaa02..2c581d08 100644
--- a/skills/error-handling-patterns/SKILL.md
+++ b/skills/error-handling-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-handling-patterns
-description: Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...
+description: "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Error Handling Patterns
diff --git a/skills/ethical-hacking-methodology/SKILL.md b/skills/ethical-hacking-methodology/SKILL.md
index 47644f99..e820697d 100644
--- a/skills/ethical-hacking-methodology/SKILL.md
+++ b/skills/ethical-hacking-methodology/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ethical-hacking-methodology
-description: This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit ...
+description: "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Ethical Hacking Methodology
diff --git a/skills/event-sourcing-architect/SKILL.md b/skills/event-sourcing-architect/SKILL.md
index aff3623b..ed8e81ab 100644
--- a/skills/event-sourcing-architect/SKILL.md
+++ b/skills/event-sourcing-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: event-sourcing-architect
-description: Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
+description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Event Sourcing Architect
diff --git a/skills/event-store-design/SKILL.md b/skills/event-store-design/SKILL.md
index 42335b07..bf409ca8 100644
--- a/skills/event-store-design/SKILL.md
+++ b/skills/event-store-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: event-store-design
-description: Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
+description: "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Event Store Design
diff --git a/skills/exa-search/SKILL.md b/skills/exa-search/SKILL.md
index c15868ed..166b981f 100644
--- a/skills/exa-search/SKILL.md
+++ b/skills/exa-search/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: exa-search
-description: Semantic search, similar content discovery, and structured research using Exa API
+description: "Semantic search, similar content discovery, and structured research using Exa API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # exa-search
diff --git a/skills/executing-plans/SKILL.md b/skills/executing-plans/SKILL.md
index 296f5ffe..c742c2db 100644
--- a/skills/executing-plans/SKILL.md
+++ b/skills/executing-plans/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: executing-plans
-description: Use when you have a written implementation plan to execute in a separate session with review checkpoints
+description: "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Executing Plans
diff --git a/skills/expo-deployment/SKILL.md b/skills/expo-deployment/SKILL.md
index c6209662..ff0269e1 100644
--- a/skills/expo-deployment/SKILL.md
+++ b/skills/expo-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: expo-deployment
-description: Deploy Expo apps to production
+description: "Deploy Expo apps to production"
 risk: safe
-source: https://github.com/expo/skills/tree/main/plugins/expo-deployment
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/expo/skills/tree/main/plugins/expo-deployment"
+date_added: "2026-02-27"
 ---
 
 # Expo Deployment
diff --git a/skills/fal-audio/SKILL.md b/skills/fal-audio/SKILL.md
index d58c2a13..083443fc 100644
--- a/skills/fal-audio/SKILL.md
+++ b/skills/fal-audio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-audio
-description: Text-to-speech and speech-to-text using fal.ai audio models
+description: "Text-to-speech and speech-to-text using fal.ai audio models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Audio
diff --git a/skills/fal-generate/SKILL.md b/skills/fal-generate/SKILL.md
index cfd2b5a8..205c7921 100644
--- a/skills/fal-generate/SKILL.md
+++ b/skills/fal-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-generate
-description: Generate images and videos using fal.ai AI models
+description: "Generate images and videos using fal.ai AI models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Generate
diff --git a/skills/fal-image-edit/SKILL.md b/skills/fal-image-edit/SKILL.md
index 43b387c1..821ccd08 100644
--- a/skills/fal-image-edit/SKILL.md
+++ b/skills/fal-image-edit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-image-edit
-description: AI-powered image editing with style transfer and object removal
+description: "AI-powered image editing with style transfer and object removal"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Image Edit
diff --git a/skills/fal-platform/SKILL.md b/skills/fal-platform/SKILL.md
index 80957716..4852467c 100644
--- a/skills/fal-platform/SKILL.md
+++ b/skills/fal-platform/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-platform
-description: Platform APIs for model management, pricing, and usage tracking
+description: "Platform APIs for model management, pricing, and usage tracking"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Platform
diff --git a/skills/fal-upscale/SKILL.md b/skills/fal-upscale/SKILL.md
index 570871a1..c94702a6 100644
--- a/skills/fal-upscale/SKILL.md
+++ b/skills/fal-upscale/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-upscale
-description: Upscale and enhance image and video resolution using AI
+description: "Upscale and enhance image and video resolution using AI"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Upscale
diff --git a/skills/fal-workflow/SKILL.md b/skills/fal-workflow/SKILL.md
index 32f0db49..85831b5f 100644
--- a/skills/fal-workflow/SKILL.md
+++ b/skills/fal-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-workflow
-description: Generate workflow JSON files for chaining AI models
+description: "Generate workflow JSON files for chaining AI models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Workflow
diff --git a/skills/fastapi-pro/SKILL.md b/skills/fastapi-pro/SKILL.md
index cdd1a4fc..d0d2fc5f 100644
--- a/skills/fastapi-pro/SKILL.md
+++ b/skills/fastapi-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/fastapi-router-py/SKILL.md b/skills/fastapi-router-py/SKILL.md
index 782e0c91..be66c460 100644
--- a/skills/fastapi-router-py/SKILL.md
+++ b/skills/fastapi-router-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fastapi-router-py
-description: Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...
+description: "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # FastAPI Router
diff --git a/skills/fastapi-templates/SKILL.md b/skills/fastapi-templates/SKILL.md
index 12c8320d..245f45af 100644
--- a/skills/fastapi-templates/SKILL.md
+++ b/skills/fastapi-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fastapi-templates
-description: Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
+description: "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # FastAPI Project Templates
diff --git a/skills/ffuf-claude-skill/SKILL.md b/skills/ffuf-claude-skill/SKILL.md
index 647f58de..d7e1ba70 100644
--- a/skills/ffuf-claude-skill/SKILL.md
+++ b/skills/ffuf-claude-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ffuf-claude-skill
-description: Web fuzzing with ffuf
+description: "Web fuzzing with ffuf"
 risk: safe
-source: https://github.com/jthack/ffuf_claude_skill
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/jthack/ffuf_claude_skill"
+date_added: "2026-02-27"
 ---
 
 # Ffuf Claude Skill
diff --git a/skills/figma-automation/SKILL.md b/skills/figma-automation/SKILL.md
index 2c615249..f26f5b0a 100644
--- a/skills/figma-automation/SKILL.md
+++ b/skills/figma-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: figma-automation
-description: 'Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.'
+description: "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Figma Automation via Rube MCP
diff --git a/skills/file-path-traversal/SKILL.md b/skills/file-path-traversal/SKILL.md
index 620a69d7..9ba2c8d5 100644
--- a/skills/file-path-traversal/SKILL.md
+++ b/skills/file-path-traversal/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: file-path-traversal
-description: This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vu...
+description: "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # File Path Traversal Testing
diff --git a/skills/file-uploads/SKILL.md b/skills/file-uploads/SKILL.md
index 8bebb24d..b2d37334 100644
--- a/skills/file-uploads/SKILL.md
+++ b/skills/file-uploads/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: file-uploads
-description: 'Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...'
+description: "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # File Uploads & Storage
diff --git a/skills/find-bugs/SKILL.md b/skills/find-bugs/SKILL.md
index 4ecb1646..356eb3f8 100644
--- a/skills/find-bugs/SKILL.md
+++ b/skills/find-bugs/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: find-bugs
-description: Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
+description: "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs"
+date_added: "2026-02-27"
 ---
 
 # Find Bugs
diff --git a/skills/finishing-a-development-branch/SKILL.md b/skills/finishing-a-development-branch/SKILL.md
index 53a6b78c..df14a9c5 100644
--- a/skills/finishing-a-development-branch/SKILL.md
+++ b/skills/finishing-a-development-branch/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: finishing-a-development-branch
-description: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
+description: "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Finishing a Development Branch
diff --git a/skills/firebase/SKILL.md b/skills/firebase/SKILL.md
index 487584ab..9d4d8fac 100644
--- a/skills/firebase/SKILL.md
+++ b/skills/firebase/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: firebase
-description: Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
+description: "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Firebase
diff --git a/skills/firecrawl-scraper/SKILL.md b/skills/firecrawl-scraper/SKILL.md
index 2dc360ee..f548d2b9 100644
--- a/skills/firecrawl-scraper/SKILL.md
+++ b/skills/firecrawl-scraper/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: firecrawl-scraper
-description: Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API
+description: "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # firecrawl-scraper
diff --git a/skills/firmware-analyst/SKILL.md b/skills/firmware-analyst/SKILL.md
index 00b64b56..cd683d71 100644
--- a/skills/firmware-analyst/SKILL.md
+++ b/skills/firmware-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Expert firmware analyst specializing in embedded systems, IoT secur
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 # Download from vendor
diff --git a/skills/fix-review/SKILL.md b/skills/fix-review/SKILL.md
index e205bd0d..1d549b85 100644
--- a/skills/fix-review/SKILL.md
+++ b/skills/fix-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fix-review
-description: Verify fix commits address audit findings without new bugs
+description: "Verify fix commits address audit findings without new bugs"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/fix-review
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/trailofbits/skills/tree/main/plugins/fix-review"
+date_added: "2026-02-27"
 ---
 
 # Fix Review
diff --git a/skills/flutter-expert/SKILL.md b/skills/flutter-expert/SKILL.md
index a30ec864..9708cb3f 100644
--- a/skills/flutter-expert/SKILL.md
+++ b/skills/flutter-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Master Flutter development with Dart 3, advanced widgets, and multi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/form-cro/SKILL.md b/skills/form-cro/SKILL.md
index 2b924b58..630f11a8 100644
--- a/skills/form-cro/SKILL.md
+++ b/skills/form-cro/SKILL.md
@@ -4,7 +4,6 @@ description: Optimize any form that is NOT signup or account registration — in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 # Form Conversion Rate Optimization (Form CRO)
diff --git a/skills/fp-ts-errors/SKILL.md b/skills/fp-ts-errors/SKILL.md
index c8eb686f..b6e14fe1 100644
--- a/skills/fp-ts-errors/SKILL.md
+++ b/skills/fp-ts-errors/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-errors
-description: Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.
+description: "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Practical Error Handling with fp-ts
diff --git a/skills/fp-ts-pragmatic/SKILL.md b/skills/fp-ts-pragmatic/SKILL.md
index 5d01e412..3d9db3bf 100644
--- a/skills/fp-ts-pragmatic/SKILL.md
+++ b/skills/fp-ts-pragmatic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-pragmatic
-description: A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
+description: "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Pragmatic Functional Programming
diff --git a/skills/fp-ts-react/SKILL.md b/skills/fp-ts-react/SKILL.md
index c6806747..463a8194 100644
--- a/skills/fp-ts-react/SKILL.md
+++ b/skills/fp-ts-react/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-react
-description: Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
+description: "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Functional Programming in React
diff --git a/skills/framework-migration-code-migrate/SKILL.md b/skills/framework-migration-code-migrate/SKILL.md
index a73c2d13..ea800955 100644
--- a/skills/framework-migration-code-migrate/SKILL.md
+++ b/skills/framework-migration-code-migrate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-code-migrate
-description: You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
+description: "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Code Migration Assistant
diff --git a/skills/framework-migration-deps-upgrade/SKILL.md b/skills/framework-migration-deps-upgrade/SKILL.md
index 0eefd06a..8827ad87 100644
--- a/skills/framework-migration-deps-upgrade/SKILL.md
+++ b/skills/framework-migration-deps-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-deps-upgrade
-description: You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa
+description: "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Dependency Upgrade Strategy
diff --git a/skills/framework-migration-legacy-modernize/SKILL.md b/skills/framework-migration-legacy-modernize/SKILL.md
index 91913987..7648711d 100644
--- a/skills/framework-migration-legacy-modernize/SKILL.md
+++ b/skills/framework-migration-legacy-modernize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-legacy-modernize
-description: Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
+description: "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Legacy Code Modernization Workflow
diff --git a/skills/free-tool-strategy/SKILL.md b/skills/free-tool-strategy/SKILL.md
index 681e70f7..bf5dfefd 100644
--- a/skills/free-tool-strategy/SKILL.md
+++ b/skills/free-tool-strategy/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: free-tool-strategy
-description: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as mar...
+description: "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Free Tool Strategy (Engineering as Marketing)
diff --git a/skills/freshdesk-automation/SKILL.md b/skills/freshdesk-automation/SKILL.md
index a9c00be8..2981d608 100644
--- a/skills/freshdesk-automation/SKILL.md
+++ b/skills/freshdesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: freshdesk-automation
-description: Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Freshdesk Automation via Rube MCP
diff --git a/skills/freshservice-automation/SKILL.md b/skills/freshservice-automation/SKILL.md
index 4894072a..5a151404 100644
--- a/skills/freshservice-automation/SKILL.md
+++ b/skills/freshservice-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: freshservice-automation
-description: 'Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.'
+description: "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Freshservice Automation via Rube MCP
diff --git a/skills/frontend-design/SKILL.md b/skills/frontend-design/SKILL.md
index 9a4630a0..cf358a76 100644
--- a/skills/frontend-design/SKILL.md
+++ b/skills/frontend-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-design
-description: Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
+description: "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend Design (Distinctive, Production-Grade)
diff --git a/skills/frontend-dev-guidelines/SKILL.md b/skills/frontend-dev-guidelines/SKILL.md
index 2124dc37..37e4ca90 100644
--- a/skills/frontend-dev-guidelines/SKILL.md
+++ b/skills/frontend-dev-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-dev-guidelines
-description: Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...
+description: "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 
diff --git a/skills/frontend-developer/SKILL.md b/skills/frontend-developer/SKILL.md
index e50e1ee5..2494e145 100644
--- a/skills/frontend-developer/SKILL.md
+++ b/skills/frontend-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build React components, implement responsive layouts, and handle cl
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.
 
diff --git a/skills/frontend-mobile-development-component-scaffold/SKILL.md b/skills/frontend-mobile-development-component-scaffold/SKILL.md
index 40c4af6c..f6e62900 100644
--- a/skills/frontend-mobile-development-component-scaffold/SKILL.md
+++ b/skills/frontend-mobile-development-component-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-mobile-development-component-scaffold
-description: You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s
+description: "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React/React Native Component Scaffolding
diff --git a/skills/frontend-mobile-security-xss-scan/SKILL.md b/skills/frontend-mobile-security-xss-scan/SKILL.md
index e790750e..7affc979 100644
--- a/skills/frontend-mobile-security-xss-scan/SKILL.md
+++ b/skills/frontend-mobile-security-xss-scan/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-mobile-security-xss-scan
-description: You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi
+description: "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # XSS Vulnerability Scanner for Frontend Code
diff --git a/skills/frontend-security-coder/SKILL.md b/skills/frontend-security-coder/SKILL.md
index c54adb9f..97e38cd3 100644
--- a/skills/frontend-security-coder/SKILL.md
+++ b/skills/frontend-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure frontend coding practices specializing in XSS prev
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/frontend-slides/SKILL.md b/skills/frontend-slides/SKILL.md
index 2fed2438..a5b82a94 100644
--- a/skills/frontend-slides/SKILL.md
+++ b/skills/frontend-slides/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-slides
-description: Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...
+description: "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
 risk: safe
-source: https://github.com/zarazhangrui/frontend-slides
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/zarazhangrui/frontend-slides"
+date_added: "2026-02-27"
 ---
 
 # Frontend Slides Skill
diff --git a/skills/frontend-ui-dark-ts/SKILL.md b/skills/frontend-ui-dark-ts/SKILL.md
index 73ca829f..2c4658ea 100644
--- a/skills/frontend-ui-dark-ts/SKILL.md
+++ b/skills/frontend-ui-dark-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-ui-dark-ts
-description: Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
+description: "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend UI Dark Theme (TypeScript)
diff --git a/skills/full-stack-orchestration-full-stack-feature/SKILL.md b/skills/full-stack-orchestration-full-stack-feature/SKILL.md
index e7c3e7de..f9b0b4d6 100644
--- a/skills/full-stack-orchestration-full-stack-feature/SKILL.md
+++ b/skills/full-stack-orchestration-full-stack-feature/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: full-stack-orchestration-full-stack-feature
-description: Use when working with full stack orchestration full stack feature
+description: "Use when working with full stack orchestration full stack feature"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/skills/game-development/2d-games/SKILL.md b/skills/game-development/2d-games/SKILL.md
index ba9d9fc3..5ff8b6b2 100644
--- a/skills/game-development/2d-games/SKILL.md
+++ b/skills/game-development/2d-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 2d-games
-description: 2D game development principles. Sprites, tilemaps, physics, camera.
+description: "2D game development principles. Sprites, tilemaps, physics, camera."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # 2D Game Development
diff --git a/skills/game-development/3d-games/SKILL.md b/skills/game-development/3d-games/SKILL.md
index 5314fa29..7734480a 100644
--- a/skills/game-development/3d-games/SKILL.md
+++ b/skills/game-development/3d-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 3d-games
-description: 3D game development principles. Rendering, shaders, physics, cameras.
+description: "3D game development principles. Rendering, shaders, physics, cameras."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # 3D Game Development
diff --git a/skills/game-development/SKILL.md b/skills/game-development/SKILL.md
index 5bc42c86..61d1e93b 100644
--- a/skills/game-development/SKILL.md
+++ b/skills/game-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-development
-description: Game development orchestrator. Routes to platform-specific skills based on project needs.
+description: "Game development orchestrator. Routes to platform-specific skills based on project needs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Development
diff --git a/skills/game-development/game-art/SKILL.md b/skills/game-development/game-art/SKILL.md
index acfc97a7..ce692a03 100644
--- a/skills/game-development/game-art/SKILL.md
+++ b/skills/game-development/game-art/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-art
-description: Game art principles. Visual style selection, asset pipeline, animation workflow.
+description: "Game art principles. Visual style selection, asset pipeline, animation workflow."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Art Principles
diff --git a/skills/game-development/game-audio/SKILL.md b/skills/game-development/game-audio/SKILL.md
index 0c9c917e..6b4cf651 100644
--- a/skills/game-development/game-audio/SKILL.md
+++ b/skills/game-development/game-audio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-audio
-description: Game audio principles. Sound design, music integration, adaptive audio systems.
+description: "Game audio principles. Sound design, music integration, adaptive audio systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Game Audio Principles
diff --git a/skills/game-development/game-design/SKILL.md b/skills/game-development/game-design/SKILL.md
index 9c09de4f..e7ef3461 100644
--- a/skills/game-development/game-design/SKILL.md
+++ b/skills/game-development/game-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-design
-description: Game design principles. GDD structure, balancing, player psychology, progression.
+description: "Game design principles. GDD structure, balancing, player psychology, progression."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Design Principles
diff --git a/skills/game-development/mobile-games/SKILL.md b/skills/game-development/mobile-games/SKILL.md
index b903d014..e503e123 100644
--- a/skills/game-development/mobile-games/SKILL.md
+++ b/skills/game-development/mobile-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mobile-games
-description: Mobile game development principles. Touch input, battery, performance, app stores.
+description: "Mobile game development principles. Touch input, battery, performance, app stores."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Mobile Game Development
diff --git a/skills/game-development/multiplayer/SKILL.md b/skills/game-development/multiplayer/SKILL.md
index 42cd1d40..45c9b8af 100644
--- a/skills/game-development/multiplayer/SKILL.md
+++ b/skills/game-development/multiplayer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multiplayer
-description: Multiplayer game development principles. Architecture, networking, synchronization.
+description: "Multiplayer game development principles. Architecture, networking, synchronization."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Multiplayer Game Development
diff --git a/skills/game-development/pc-games/SKILL.md b/skills/game-development/pc-games/SKILL.md
index 3045d73a..379ec0ce 100644
--- a/skills/game-development/pc-games/SKILL.md
+++ b/skills/game-development/pc-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pc-games
-description: PC and console game development principles. Engine selection, platform features, optimization strategies.
+description: "PC and console game development principles. Engine selection, platform features, optimization strategies."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # PC/Console Game Development
diff --git a/skills/game-development/vr-ar/SKILL.md b/skills/game-development/vr-ar/SKILL.md
index 124e3c1e..6a8bad35 100644
--- a/skills/game-development/vr-ar/SKILL.md
+++ b/skills/game-development/vr-ar/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vr-ar
-description: VR/AR development principles. Comfort, interaction, performance requirements.
+description: "VR/AR development principles. Comfort, interaction, performance requirements."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # VR/AR Development
diff --git a/skills/game-development/web-games/SKILL.md b/skills/game-development/web-games/SKILL.md
index 71f05610..6a5090f2 100644
--- a/skills/game-development/web-games/SKILL.md
+++ b/skills/game-development/web-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-games
-description: Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
+description: "Web browser game development principles. Framework selection, WebGPU, optimization, PWA."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Browser Game Development
diff --git a/skills/gcp-cloud-run/SKILL.md b/skills/gcp-cloud-run/SKILL.md
index a62e8c64..b2065436 100644
--- a/skills/gcp-cloud-run/SKILL.md
+++ b/skills/gcp-cloud-run/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gcp-cloud-run
-description: Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...
+description: "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # GCP Cloud Run
diff --git a/skills/gdpr-data-handling/SKILL.md b/skills/gdpr-data-handling/SKILL.md
index 94ae8548..1dca7f20 100644
--- a/skills/gdpr-data-handling/SKILL.md
+++ b/skills/gdpr-data-handling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gdpr-data-handling
-description: Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
+description: "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # GDPR Data Handling
diff --git a/skills/gemini-api-dev/SKILL.md b/skills/gemini-api-dev/SKILL.md
index e64961ce..0dd0e8d9 100644
--- a/skills/gemini-api-dev/SKILL.md
+++ b/skills/gemini-api-dev/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gemini-api-dev
-description: Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
+description: "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Gemini API Development Skill
diff --git a/skills/gemini-api-integration/SKILL.md b/skills/gemini-api-integration/SKILL.md
index 3deae959..e1640d04 100644
--- a/skills/gemini-api-integration/SKILL.md
+++ b/skills/gemini-api-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gemini-api-integration
-description: Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.
+description: "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices."
 risk: safe
 source: community
-date_added: '2026-03-04'
-category: backend
+date_added: "2026-03-04"
 ---
 
 # Gemini API Integration
diff --git a/skills/geo-fundamentals/SKILL.md b/skills/geo-fundamentals/SKILL.md
index a0ddb4ee..d2af3da7 100644
--- a/skills/geo-fundamentals/SKILL.md
+++ b/skills/geo-fundamentals/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: geo-fundamentals
-description: Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
+description: "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # GEO Fundamentals
diff --git a/skills/git-advanced-workflows/SKILL.md b/skills/git-advanced-workflows/SKILL.md
index be13f699..137ba006 100644
--- a/skills/git-advanced-workflows/SKILL.md
+++ b/skills/git-advanced-workflows/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-advanced-workflows
-description: Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
+description: "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Git Advanced Workflows
diff --git a/skills/git-pr-workflows-git-workflow/SKILL.md b/skills/git-pr-workflows-git-workflow/SKILL.md
index 997a9e9b..64495646 100644
--- a/skills/git-pr-workflows-git-workflow/SKILL.md
+++ b/skills/git-pr-workflows-git-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-git-workflow
-description: Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
+description: "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Complete Git Workflow with Multi-Agent Orchestration
diff --git a/skills/git-pr-workflows-onboard/SKILL.md b/skills/git-pr-workflows-onboard/SKILL.md
index eeab070b..b6e8dc18 100644
--- a/skills/git-pr-workflows-onboard/SKILL.md
+++ b/skills/git-pr-workflows-onboard/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-onboard
-description: You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
+description: "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Onboard
diff --git a/skills/git-pr-workflows-pr-enhance/SKILL.md b/skills/git-pr-workflows-pr-enhance/SKILL.md
index d1c4abfb..49c57f0b 100644
--- a/skills/git-pr-workflows-pr-enhance/SKILL.md
+++ b/skills/git-pr-workflows-pr-enhance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-pr-enhance
-description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
+description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Pull Request Enhancement
diff --git a/skills/git-pushing/SKILL.md b/skills/git-pushing/SKILL.md
index 1253990b..f72b0f8d 100644
--- a/skills/git-pushing/SKILL.md
+++ b/skills/git-pushing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pushing
-description: Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...
+description: "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Git Push Workflow
diff --git a/skills/github-actions-templates/SKILL.md b/skills/github-actions-templates/SKILL.md
index e3b8c3e7..c10ac59a 100644
--- a/skills/github-actions-templates/SKILL.md
+++ b/skills/github-actions-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-actions-templates
-description: Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...
+description: "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Actions Templates
diff --git a/skills/github-automation/SKILL.md b/skills/github-automation/SKILL.md
index d7dd29aa..0d1d820c 100644
--- a/skills/github-automation/SKILL.md
+++ b/skills/github-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-automation
-description: Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
+description: "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Automation via Rube MCP
diff --git a/skills/github-issue-creator/SKILL.md b/skills/github-issue-creator/SKILL.md
index 61762ebd..ac90a421 100644
--- a/skills/github-issue-creator/SKILL.md
+++ b/skills/github-issue-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-issue-creator
-description: Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...
+description: "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # GitHub Issue Creator
diff --git a/skills/github-workflow-automation/SKILL.md b/skills/github-workflow-automation/SKILL.md
index 5b7d13e1..2bc64077 100644
--- a/skills/github-workflow-automation/SKILL.md
+++ b/skills/github-workflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-workflow-automation
-description: Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...
+description: "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # 🔧 GitHub Workflow Automation
diff --git a/skills/gitlab-automation/SKILL.md b/skills/gitlab-automation/SKILL.md
index aa5d1401..c434a7a6 100644
--- a/skills/gitlab-automation/SKILL.md
+++ b/skills/gitlab-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitlab-automation
-description: Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # GitLab Automation via Rube MCP
diff --git a/skills/gitlab-ci-patterns/SKILL.md b/skills/gitlab-ci-patterns/SKILL.md
index e24a8e2b..7bc4a225 100644
--- a/skills/gitlab-ci-patterns/SKILL.md
+++ b/skills/gitlab-ci-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitlab-ci-patterns
-description: Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...
+description: "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitLab CI Patterns
diff --git a/skills/gitops-workflow/SKILL.md b/skills/gitops-workflow/SKILL.md
index 8de8956d..9032b59a 100644
--- a/skills/gitops-workflow/SKILL.md
+++ b/skills/gitops-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitops-workflow
-description: Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...
+description: "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitOps Workflow
diff --git a/skills/gmail-automation/SKILL.md b/skills/gmail-automation/SKILL.md
index 45cc6b18..b239d3e7 100644
--- a/skills/gmail-automation/SKILL.md
+++ b/skills/gmail-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gmail-automation
-description: 'Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.'
+description: "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Gmail Automation via Rube MCP
diff --git a/skills/go-concurrency-patterns/SKILL.md b/skills/go-concurrency-patterns/SKILL.md
index e017f61f..f66bf879 100644
--- a/skills/go-concurrency-patterns/SKILL.md
+++ b/skills/go-concurrency-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-concurrency-patterns
-description: Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
+description: "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Go Concurrency Patterns
diff --git a/skills/go-playwright/SKILL.md b/skills/go-playwright/SKILL.md
index f6e47ed9..dd64b2d1 100644
--- a/skills/go-playwright/SKILL.md
+++ b/skills/go-playwright/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-playwright
-description: Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
+description: "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
 risk: safe
-source: https://github.com/playwright-community/playwright-go
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/playwright-community/playwright-go"
+date_added: "2026-02-27"
 ---
 
 # Playwright Go Automation Expert
diff --git a/skills/go-rod-master/SKILL.md b/skills/go-rod-master/SKILL.md
index 365cfce0..01f5ae30 100644
--- a/skills/go-rod-master/SKILL.md
+++ b/skills/go-rod-master/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-rod-master
-description: Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
+description: "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
 risk: safe
-source: https://github.com/go-rod/rod
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/go-rod/rod"
+date_added: "2026-02-27"
 ---
 
 # Go-Rod Browser Automation Master
diff --git a/skills/godot-4-migration/SKILL.md b/skills/godot-4-migration/SKILL.md
index 21359eee..06005082 100644
--- a/skills/godot-4-migration/SKILL.md
+++ b/skills/godot-4-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: godot-4-migration
-description: Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.
+description: "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Godot 4 Migration Guide
diff --git a/skills/godot-gdscript-patterns/SKILL.md b/skills/godot-gdscript-patterns/SKILL.md
index d87cdd37..ae797eb0 100644
--- a/skills/godot-gdscript-patterns/SKILL.md
+++ b/skills/godot-gdscript-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: godot-gdscript-patterns
-description: Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
+description: "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Godot GDScript Patterns
diff --git a/skills/golang-pro/SKILL.md b/skills/golang-pro/SKILL.md
index 2457418a..8616405d 100644
--- a/skills/golang-pro/SKILL.md
+++ b/skills/golang-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Go 1.21+ with modern patterns, advanced concurrency, perform
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.
 
diff --git a/skills/google-analytics-automation/SKILL.md b/skills/google-analytics-automation/SKILL.md
index 87cc5035..40936764 100644
--- a/skills/google-analytics-automation/SKILL.md
+++ b/skills/google-analytics-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-analytics-automation
-description: 'Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.'
+description: "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Analytics Automation via Rube MCP
diff --git a/skills/google-calendar-automation/SKILL.md b/skills/google-calendar-automation/SKILL.md
index c6e91002..00908f7c 100644
--- a/skills/google-calendar-automation/SKILL.md
+++ b/skills/google-calendar-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-calendar-automation
-description: Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
+description: "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Calendar Automation via Rube MCP
diff --git a/skills/google-drive-automation/SKILL.md b/skills/google-drive-automation/SKILL.md
index 9274ec32..027e77f4 100644
--- a/skills/google-drive-automation/SKILL.md
+++ b/skills/google-drive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-drive-automation
-description: Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
+description: "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Drive Automation via Rube MCP
diff --git a/skills/googlesheets-automation/SKILL.md b/skills/googlesheets-automation/SKILL.md
index 512fd869..dba2cfda 100644
--- a/skills/googlesheets-automation/SKILL.md
+++ b/skills/googlesheets-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: googlesheets-automation
-description: Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
+description: "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Sheets Automation via Rube MCP
diff --git a/skills/grafana-dashboards/SKILL.md b/skills/grafana-dashboards/SKILL.md
index cbee3fc7..61baa475 100644
--- a/skills/grafana-dashboards/SKILL.md
+++ b/skills/grafana-dashboards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: grafana-dashboards
-description: Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...
+description: "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Grafana Dashboards
diff --git a/skills/graphql-architect/SKILL.md b/skills/graphql-architect/SKILL.md
index 100f347e..a5f61ac2 100644
--- a/skills/graphql-architect/SKILL.md
+++ b/skills/graphql-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern GraphQL with federation, performance optimization, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/skills/graphql/SKILL.md b/skills/graphql/SKILL.md
index c16f409e..31b7b468 100644
--- a/skills/graphql/SKILL.md
+++ b/skills/graphql/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: graphql
-description: GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...
+description: "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # GraphQL
diff --git a/skills/grpc-golang/SKILL.md b/skills/grpc-golang/SKILL.md
index 8b80df0d..68d41360 100644
--- a/skills/grpc-golang/SKILL.md
+++ b/skills/grpc-golang/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: grpc-golang
-description: Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
+description: "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # gRPC Golang (gRPC-Go)
diff --git a/skills/helm-chart-scaffolding/SKILL.md b/skills/helm-chart-scaffolding/SKILL.md
index 6365a5a6..7905d3ee 100644
--- a/skills/helm-chart-scaffolding/SKILL.md
+++ b/skills/helm-chart-scaffolding/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: helm-chart-scaffolding
-description: Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
+description: "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Helm Chart Scaffolding
diff --git a/skills/helpdesk-automation/SKILL.md b/skills/helpdesk-automation/SKILL.md
index a7d86a85..6e7cbd4e 100644
--- a/skills/helpdesk-automation/SKILL.md
+++ b/skills/helpdesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: helpdesk-automation
-description: 'Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.'
+description: "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # HelpDesk Automation via Rube MCP
diff --git a/skills/hig-components-content/SKILL.md b/skills/hig-components-content/SKILL.md
index 87261c5c..3be2dc41 100644
--- a/skills/hig-components-content/SKILL.md
+++ b/skills/hig-components-content/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for content display components.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # Apple HIG: Content Components
diff --git a/skills/hig-components-controls/SKILL.md b/skills/hig-components-controls/SKILL.md
index 07701d03..de0d57e4 100644
--- a/skills/hig-components-controls/SKILL.md
+++ b/skills/hig-components-controls/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for selection and input controls including picke
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Selection and Input Controls
diff --git a/skills/hig-components-dialogs/SKILL.md b/skills/hig-components-dialogs/SKILL.md
index 1f8fac73..564ae0d6 100644
--- a/skills/hig-components-dialogs/SKILL.md
+++ b/skills/hig-components-dialogs/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for presentation components including alerts, ac
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Presentation Components
diff --git a/skills/hig-components-layout/SKILL.md b/skills/hig-components-layout/SKILL.md
index 7740f049..a1f32ca7 100644
--- a/skills/hig-components-layout/SKILL.md
+++ b/skills/hig-components-layout/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for layout and navigation componen
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Layout and Navigation Components
diff --git a/skills/hig-components-menus/SKILL.md b/skills/hig-components-menus/SKILL.md
index 73a5f555..3e03477e 100644
--- a/skills/hig-components-menus/SKILL.md
+++ b/skills/hig-components-menus/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for menu and button components including menus,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Menus and Buttons
diff --git a/skills/hig-components-search/SKILL.md b/skills/hig-components-search/SKILL.md
index e39147bb..6927481d 100644
--- a/skills/hig-components-search/SKILL.md
+++ b/skills/hig-components-search/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for navigation-related components including sear
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Navigation Components
diff --git a/skills/hig-components-status/SKILL.md b/skills/hig-components-status/SKILL.md
index 6c3e12ea..2ad17aac 100644
--- a/skills/hig-components-status/SKILL.md
+++ b/skills/hig-components-status/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for status and progress UI components including
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Status Components
diff --git a/skills/hig-components-system/SKILL.md b/skills/hig-components-system/SKILL.md
index 1d6d3073..e504853d 100644
--- a/skills/hig-components-system/SKILL.md
+++ b/skills/hig-components-system/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for system experience components: widgets, live
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: System Experiences
diff --git a/skills/hig-foundations/SKILL.md b/skills/hig-foundations/SKILL.md
index 6f916ea5..4c6ed762 100644
--- a/skills/hig-foundations/SKILL.md
+++ b/skills/hig-foundations/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines design foundations.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: Design Foundations
diff --git a/skills/hig-inputs/SKILL.md b/skills/hig-inputs/SKILL.md
index 9023290f..17ffc569 100644
--- a/skills/hig-inputs/SKILL.md
+++ b/skills/hig-inputs/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for input methods and interaction patterns: ges
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Apple HIG: Inputs
diff --git a/skills/hig-patterns/SKILL.md b/skills/hig-patterns/SKILL.md
index 1c2aeb3f..1f00eb63 100644
--- a/skills/hig-patterns/SKILL.md
+++ b/skills/hig-patterns/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines interaction and UX patterns.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: Interaction Patterns
diff --git a/skills/hig-platforms/SKILL.md b/skills/hig-platforms/SKILL.md
index 9647e78a..f2b72218 100644
--- a/skills/hig-platforms/SKILL.md
+++ b/skills/hig-platforms/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for platform-specific design.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 # Apple HIG: Platform Design
diff --git a/skills/hig-project-context/SKILL.md b/skills/hig-project-context/SKILL.md
index eadd19e9..ca8e9e85 100644
--- a/skills/hig-project-context/SKILL.md
+++ b/skills/hig-project-context/SKILL.md
@@ -4,7 +4,6 @@ description: Create or update a shared Apple design context document that other
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Apple HIG: Project Context
diff --git a/skills/hig-technologies/SKILL.md b/skills/hig-technologies/SKILL.md
index 6559cfa1..75834e5e 100644
--- a/skills/hig-technologies/SKILL.md
+++ b/skills/hig-technologies/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for Apple technology integrations: Siri, Apple
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Apple HIG: Technologies
diff --git a/skills/hosted-agents-v2-py/SKILL.md b/skills/hosted-agents-v2-py/SKILL.md
index 3bf726bc..58ff1e56 100644
--- a/skills/hosted-agents-v2-py/SKILL.md
+++ b/skills/hosted-agents-v2-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hosted-agents-v2-py
-description: Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
+description: "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/skills/hr-pro/SKILL.md b/skills/hr-pro/SKILL.md
index 7f062038..bfd8a2fa 100644
--- a/skills/hr-pro/SKILL.md
+++ b/skills/hr-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Professional, ethical HR partner for hiring, onboarding/offboarding
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/skills/html-injection-testing/SKILL.md b/skills/html-injection-testing/SKILL.md
index bec404fd..889731f4 100644
--- a/skills/html-injection-testing/SKILL.md
+++ b/skills/html-injection-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: html-injection-testing
-description: This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test conten...
+description: "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # HTML Injection Testing
diff --git a/skills/hubspot-automation/SKILL.md b/skills/hubspot-automation/SKILL.md
index 8876a023..e70e9d90 100644
--- a/skills/hubspot-automation/SKILL.md
+++ b/skills/hubspot-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hubspot-automation
-description: Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
+description: "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # HubSpot CRM Automation via Rube MCP
diff --git a/skills/hubspot-integration/SKILL.md b/skills/hubspot-integration/SKILL.md
index 75ddf8b8..699ac945 100644
--- a/skills/hubspot-integration/SKILL.md
+++ b/skills/hubspot-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hubspot-integration
-description: 'Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...'
+description: "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # HubSpot Integration
diff --git a/skills/hugging-face-cli/SKILL.md b/skills/hugging-face-cli/SKILL.md
index 55e4b23d..7f8d35b2 100644
--- a/skills/hugging-face-cli/SKILL.md
+++ b/skills/hugging-face-cli/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hugging-face-cli
-description: Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...
+description: "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
 risk: safe
-source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli"
+date_added: "2026-02-27"
 ---
 
 # Hugging Face CLI
diff --git a/skills/hugging-face-jobs/SKILL.md b/skills/hugging-face-jobs/SKILL.md
index ba6f8a2c..95bbd469 100644
--- a/skills/hugging-face-jobs/SKILL.md
+++ b/skills/hugging-face-jobs/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hugging-face-jobs
-description: This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...
+description: "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
 risk: safe
-source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs"
+date_added: "2026-02-27"
 ---
 
 # Running Workloads on Hugging Face Jobs
diff --git a/skills/hybrid-cloud-architect/SKILL.md b/skills/hybrid-cloud-architect/SKILL.md
index dc48ff55..d8291906 100644
--- a/skills/hybrid-cloud-architect/SKILL.md
+++ b/skills/hybrid-cloud-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert hybrid cloud architect specializing in complex multi-cloud s
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/hybrid-cloud-networking/SKILL.md b/skills/hybrid-cloud-networking/SKILL.md
index 518fb8ee..52cc72aa 100644
--- a/skills/hybrid-cloud-networking/SKILL.md
+++ b/skills/hybrid-cloud-networking/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hybrid-cloud-networking
-description: Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...
+description: "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Hybrid Cloud Networking
diff --git a/skills/hybrid-search-implementation/SKILL.md b/skills/hybrid-search-implementation/SKILL.md
index 0072d829..582864de 100644
--- a/skills/hybrid-search-implementation/SKILL.md
+++ b/skills/hybrid-search-implementation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hybrid-search-implementation
-description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
+description: "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Hybrid Search Implementation
diff --git a/skills/idor-testing/SKILL.md b/skills/idor-testing/SKILL.md
index d7ba30f0..24dcfcf2 100644
--- a/skills/idor-testing/SKILL.md
+++ b/skills/idor-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: idor-testing
-description: This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or obje...
+description: "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # IDOR Vulnerability Testing
diff --git a/skills/imagen/SKILL.md b/skills/imagen/SKILL.md
index d166b007..f9b51d85 100644
--- a/skills/imagen/SKILL.md
+++ b/skills/imagen/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: imagen
-description: AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
+description: "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
 risk: safe
-source: https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen"
+date_added: "2026-02-27"
 ---
 
 # Imagen - AI Image Generation Skill
diff --git a/skills/incident-responder/SKILL.md b/skills/incident-responder/SKILL.md
index 3ae9c8ce..dd407f57 100644
--- a/skills/incident-responder/SKILL.md
+++ b/skills/incident-responder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert SRE incident responder specializing in rapid problem resolut
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/incident-response-smart-fix/SKILL.md b/skills/incident-response-smart-fix/SKILL.md
index b2e61779..e387c8a6 100644
--- a/skills/incident-response-smart-fix/SKILL.md
+++ b/skills/incident-response-smart-fix/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: incident-response-smart-fix
-description: '[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res'
+description: "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Intelligent Issue Resolution with Multi-Agent Orchestration
diff --git a/skills/infinite-gratitude/SKILL.md b/skills/infinite-gratitude/SKILL.md
index b0dcbd89..11c242fe 100644
--- a/skills/infinite-gratitude/SKILL.md
+++ b/skills/infinite-gratitude/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: infinite-gratitude
-description: Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
+description: "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
 risk: safe
-source: https://github.com/sstklen/infinite-gratitude
-date_added: '2026-02-27'
-category: testing
+source: "https://github.com/sstklen/infinite-gratitude"
+date_added: "2026-02-27"
 ---
 
 # Infinite Gratitude
diff --git a/skills/inngest/SKILL.md b/skills/inngest/SKILL.md
index 5f398855..df912901 100644
--- a/skills/inngest/SKILL.md
+++ b/skills/inngest/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: inngest
-description: 'Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...'
+description: "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Inngest Integration
diff --git a/skills/instagram-automation/SKILL.md b/skills/instagram-automation/SKILL.md
index 096ff1d5..bfe20d8a 100644
--- a/skills/instagram-automation/SKILL.md
+++ b/skills/instagram-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: instagram-automation
-description: 'Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.'
+description: "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Instagram Automation via Rube MCP
diff --git a/skills/interactive-portfolio/SKILL.md b/skills/interactive-portfolio/SKILL.md
index c2c5d4fe..fe03e977 100644
--- a/skills/interactive-portfolio/SKILL.md
+++ b/skills/interactive-portfolio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: interactive-portfolio
-description: Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
+description: "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: mobile
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Interactive Portfolio
diff --git a/skills/intercom-automation/SKILL.md b/skills/intercom-automation/SKILL.md
index a1604445..b25d97c5 100644
--- a/skills/intercom-automation/SKILL.md
+++ b/skills/intercom-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: intercom-automation
-description: 'Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.'
+description: "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Intercom Automation via Rube MCP
diff --git a/skills/internal-comms-anthropic/SKILL.md b/skills/internal-comms-anthropic/SKILL.md
index 524e51f4..a09d4614 100644
--- a/skills/internal-comms-anthropic/SKILL.md
+++ b/skills/internal-comms-anthropic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: internal-comms-anthropic
-description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
+description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 ## When to use this skill
diff --git a/skills/internal-comms-community/SKILL.md b/skills/internal-comms-community/SKILL.md
index 013a97c5..c76211c3 100644
--- a/skills/internal-comms-community/SKILL.md
+++ b/skills/internal-comms-community/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: internal-comms-community
-description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
+description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 ## When to use this skill
diff --git a/skills/inventory-demand-planning/SKILL.md b/skills/inventory-demand-planning/SKILL.md
index 8b549ed1..7396ab51 100644
--- a/skills/inventory-demand-planning/SKILL.md
+++ b/skills/inventory-demand-planning/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for demand forecasting, safety stock optimisatio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## When to Use
diff --git a/skills/ios-developer/SKILL.md b/skills/ios-developer/SKILL.md
index 7ebc9c92..54d4b2d0 100644
--- a/skills/ios-developer/SKILL.md
+++ b/skills/ios-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 ## Use this skill when
diff --git a/skills/istio-traffic-management/SKILL.md b/skills/istio-traffic-management/SKILL.md
index a3df7d40..2aa3a892 100644
--- a/skills/istio-traffic-management/SKILL.md
+++ b/skills/istio-traffic-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: istio-traffic-management
-description: Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...
+description: "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Istio Traffic Management
diff --git a/skills/iterate-pr/SKILL.md b/skills/iterate-pr/SKILL.md
index 3ad87217..8f9ff27d 100644
--- a/skills/iterate-pr/SKILL.md
+++ b/skills/iterate-pr/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: iterate-pr
-description: Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
+description: "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr"
+date_added: "2026-02-27"
 ---
 
 # Iterate on PR Until CI Passes
diff --git a/skills/java-pro/SKILL.md b/skills/java-pro/SKILL.md
index 2124cdb7..b8146afa 100644
--- a/skills/java-pro/SKILL.md
+++ b/skills/java-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Java 21+ with modern features like virtual threads, pattern
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/javascript-mastery/SKILL.md b/skills/javascript-mastery/SKILL.md
index 6ea6b82d..a2390471 100644
--- a/skills/javascript-mastery/SKILL.md
+++ b/skills/javascript-mastery/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-mastery
-description: Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...
+description: "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # 🧠 JavaScript Mastery
diff --git a/skills/javascript-pro/SKILL.md b/skills/javascript-pro/SKILL.md
index 322b1afe..35d67164 100644
--- a/skills/javascript-pro/SKILL.md
+++ b/skills/javascript-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern JavaScript with ES6+, async patterns, and Node.js API
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a JavaScript expert specializing in modern JS and async programming.
 
diff --git a/skills/javascript-testing-patterns/SKILL.md b/skills/javascript-testing-patterns/SKILL.md
index 3cbdfb41..61c117e3 100644
--- a/skills/javascript-testing-patterns/SKILL.md
+++ b/skills/javascript-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-testing-patterns
-description: Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...
+description: "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # JavaScript Testing Patterns
diff --git a/skills/javascript-typescript-typescript-scaffold/SKILL.md b/skills/javascript-typescript-typescript-scaffold/SKILL.md
index d94820e2..e10947da 100644
--- a/skills/javascript-typescript-typescript-scaffold/SKILL.md
+++ b/skills/javascript-typescript-typescript-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-typescript-typescript-scaffold
-description: You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N
+description: "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # TypeScript Project Scaffolding
diff --git a/skills/jira-automation/SKILL.md b/skills/jira-automation/SKILL.md
index 14535dde..b8cce785 100644
--- a/skills/jira-automation/SKILL.md
+++ b/skills/jira-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: jira-automation
-description: 'Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.'
+description: "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Jira Automation via Rube MCP
diff --git a/skills/julia-pro/SKILL.md b/skills/julia-pro/SKILL.md
index e730c59d..2a1f4cbf 100644
--- a/skills/julia-pro/SKILL.md
+++ b/skills/julia-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Julia 1.10+ with modern features, performance optimization,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/skills/k8s-manifest-generator/SKILL.md b/skills/k8s-manifest-generator/SKILL.md
index 455cd1ee..dbdce24f 100644
--- a/skills/k8s-manifest-generator/SKILL.md
+++ b/skills/k8s-manifest-generator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: k8s-manifest-generator
-description: Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...
+description: "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Kubernetes Manifest Generator
diff --git a/skills/k8s-security-policies/SKILL.md b/skills/k8s-security-policies/SKILL.md
index a3fca7e3..23ace56b 100644
--- a/skills/k8s-security-policies/SKILL.md
+++ b/skills/k8s-security-policies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: k8s-security-policies
-description: Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...
+description: "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Kubernetes Security Policies
diff --git a/skills/kaizen/SKILL.md b/skills/kaizen/SKILL.md
index 4671b470..7b4ecbe2 100644
--- a/skills/kaizen/SKILL.md
+++ b/skills/kaizen/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kaizen
-description: Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
+description: "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Kaizen: Continuous Improvement
diff --git a/skills/klaviyo-automation/SKILL.md b/skills/klaviyo-automation/SKILL.md
index d3b2bc99..90190308 100644
--- a/skills/klaviyo-automation/SKILL.md
+++ b/skills/klaviyo-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: klaviyo-automation
-description: 'Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.'
+description: "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Klaviyo Automation via Rube MCP
diff --git a/skills/kotlin-coroutines-expert/SKILL.md b/skills/kotlin-coroutines-expert/SKILL.md
index ed8be79a..3cc1d32b 100644
--- a/skills/kotlin-coroutines-expert/SKILL.md
+++ b/skills/kotlin-coroutines-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kotlin-coroutines-expert
-description: Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
+description: "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Kotlin Coroutines Expert
diff --git a/skills/kpi-dashboard-design/SKILL.md b/skills/kpi-dashboard-design/SKILL.md
index a003dbd8..8b13f4b5 100644
--- a/skills/kpi-dashboard-design/SKILL.md
+++ b/skills/kpi-dashboard-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kpi-dashboard-design
-description: Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...
+description: "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # KPI Dashboard Design
diff --git a/skills/kubernetes-architect/SKILL.md b/skills/kubernetes-architect/SKILL.md
index e72e60ea..22c1eb01 100644
--- a/skills/kubernetes-architect/SKILL.md
+++ b/skills/kubernetes-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert Kubernetes architect specializing in cloud-native infrastruc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.
 
diff --git a/skills/langchain-architecture/SKILL.md b/skills/langchain-architecture/SKILL.md
index 8c6beb1b..ab3ff920 100644
--- a/skills/langchain-architecture/SKILL.md
+++ b/skills/langchain-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langchain-architecture
-description: Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
+description: "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LangChain Architecture
diff --git a/skills/langfuse/SKILL.md b/skills/langfuse/SKILL.md
index 5ad92de5..cb4284ce 100644
--- a/skills/langfuse/SKILL.md
+++ b/skills/langfuse/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langfuse
-description: Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...
+description: "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Langfuse
diff --git a/skills/langgraph/SKILL.md b/skills/langgraph/SKILL.md
index aa1d59e7..5dd3b126 100644
--- a/skills/langgraph/SKILL.md
+++ b/skills/langgraph/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langgraph
-description: Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...
+description: "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # LangGraph
diff --git a/skills/laravel-expert/SKILL.md b/skills/laravel-expert/SKILL.md
index d6160cda..1d86e2e9 100644
--- a/skills/laravel-expert/SKILL.md
+++ b/skills/laravel-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: laravel-expert
-description: Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).
+description: "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Laravel Expert
diff --git a/skills/laravel-security-audit/SKILL.md b/skills/laravel-security-audit/SKILL.md
index 1e8c0a31..130957bc 100644
--- a/skills/laravel-security-audit/SKILL.md
+++ b/skills/laravel-security-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: laravel-security-audit
-description: Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.
+description: "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Laravel Security Audit
diff --git a/skills/last30days/SKILL.md b/skills/last30days/SKILL.md
index f4e43083..44a52460 100644
--- a/skills/last30days/SKILL.md
+++ b/skills/last30days/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: last30days
-description: Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
+description: "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # last30days: Research Any Topic from the Last 30 Days
diff --git a/skills/legal-advisor/SKILL.md b/skills/legal-advisor/SKILL.md
index 86c822dd..751fefcf 100644
--- a/skills/legal-advisor/SKILL.md
+++ b/skills/legal-advisor/SKILL.md
@@ -4,7 +4,6 @@ description: Draft privacy policies, terms of service, disclaimers, and legal no
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/skills/lightning-architecture-review/SKILL.md b/skills/lightning-architecture-review/SKILL.md
index e755a278..83ce8c2d 100644
--- a/skills/lightning-architecture-review/SKILL.md
+++ b/skills/lightning-architecture-review/SKILL.md
@@ -4,7 +4,6 @@ description: Review Bitcoin Lightning Network protocol designs, compare channel
 risk: unknown
 source: community
 date_added: '2026-03-03'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/lightning-factory-explainer/SKILL.md b/skills/lightning-factory-explainer/SKILL.md
index 5c82def2..25d4e3ac 100644
--- a/skills/lightning-factory-explainer/SKILL.md
+++ b/skills/lightning-factory-explainer/SKILL.md
@@ -4,7 +4,6 @@ description: Explain Bitcoin Lightning channel factories and the SuperScalar pro
 risk: unknown
 source: community
 date_added: '2026-03-03'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/linear-automation/SKILL.md b/skills/linear-automation/SKILL.md
index a40f1e0b..55716327 100644
--- a/skills/linear-automation/SKILL.md
+++ b/skills/linear-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linear-automation
-description: 'Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.'
+description: "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Linear Automation via Rube MCP
diff --git a/skills/linkedin-automation/SKILL.md b/skills/linkedin-automation/SKILL.md
index 922aec24..65a38ce9 100644
--- a/skills/linkedin-automation/SKILL.md
+++ b/skills/linkedin-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkedin-automation
-description: 'Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.'
+description: "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # LinkedIn Automation via Rube MCP
diff --git a/skills/linkedin-cli/SKILL.md b/skills/linkedin-cli/SKILL.md
index 5ba97bfe..cd48897f 100644
--- a/skills/linkedin-cli/SKILL.md
+++ b/skills/linkedin-cli/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkedin-cli
-description: 'Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.'
+description: "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 ## When to Use
diff --git a/skills/linkerd-patterns/SKILL.md b/skills/linkerd-patterns/SKILL.md
index 463b016f..5e825d15 100644
--- a/skills/linkerd-patterns/SKILL.md
+++ b/skills/linkerd-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkerd-patterns
-description: Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...
+description: "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Linkerd Patterns
diff --git a/skills/lint-and-validate/SKILL.md b/skills/lint-and-validate/SKILL.md
index 79ae2d7b..55ea1df8 100644
--- a/skills/lint-and-validate/SKILL.md
+++ b/skills/lint-and-validate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: lint-and-validate
-description: 'Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...'
+description: "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Lint and Validate Skill
diff --git a/skills/linux-privilege-escalation/SKILL.md b/skills/linux-privilege-escalation/SKILL.md
index 8e4bdb6a..caac0754 100644
--- a/skills/linux-privilege-escalation/SKILL.md
+++ b/skills/linux-privilege-escalation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linux-privilege-escalation
-description: This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "ex...
+description: "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Linux Privilege Escalation
diff --git a/skills/linux-shell-scripting/SKILL.md b/skills/linux-shell-scripting/SKILL.md
index 9da9df30..7960dddf 100644
--- a/skills/linux-shell-scripting/SKILL.md
+++ b/skills/linux-shell-scripting/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linux-shell-scripting
-description: This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production she...
+description: "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Linux Production Shell Scripts
diff --git a/skills/llm-app-patterns/SKILL.md b/skills/llm-app-patterns/SKILL.md
index 0204a0bf..e10774a2 100644
--- a/skills/llm-app-patterns/SKILL.md
+++ b/skills/llm-app-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-app-patterns
-description: Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
+description: "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # 🤖 LLM Application Patterns
diff --git a/skills/llm-application-dev-ai-assistant/SKILL.md b/skills/llm-application-dev-ai-assistant/SKILL.md
index 7636a8a9..370c8750 100644
--- a/skills/llm-application-dev-ai-assistant/SKILL.md
+++ b/skills/llm-application-dev-ai-assistant/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-ai-assistant
-description: You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
+description: "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # AI Assistant Development
diff --git a/skills/llm-application-dev-langchain-agent/SKILL.md b/skills/llm-application-dev-langchain-agent/SKILL.md
index 8d706fe4..73a721a5 100644
--- a/skills/llm-application-dev-langchain-agent/SKILL.md
+++ b/skills/llm-application-dev-langchain-agent/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-langchain-agent
-description: You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
+description: "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LangChain/LangGraph Agent Development Expert
diff --git a/skills/llm-application-dev-prompt-optimize/SKILL.md b/skills/llm-application-dev-prompt-optimize/SKILL.md
index b40b16f8..fa4cf8a0 100644
--- a/skills/llm-application-dev-prompt-optimize/SKILL.md
+++ b/skills/llm-application-dev-prompt-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-prompt-optimize
-description: You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
+description: "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Prompt Optimization
diff --git a/skills/llm-evaluation/SKILL.md b/skills/llm-evaluation/SKILL.md
index 27703b66..cf129514 100644
--- a/skills/llm-evaluation/SKILL.md
+++ b/skills/llm-evaluation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-evaluation
-description: Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
+description: "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LLM Evaluation
diff --git a/skills/llm-prompt-optimizer/SKILL.md b/skills/llm-prompt-optimizer/SKILL.md
index c58754e6..cbedd93a 100644
--- a/skills/llm-prompt-optimizer/SKILL.md
+++ b/skills/llm-prompt-optimizer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-prompt-optimizer
-description: Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
+description: "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage."
 risk: safe
 source: community
-date_added: '2026-03-04'
-category: ai-ml
+date_added: "2026-03-04"
 ---
 
 # LLM Prompt Optimizer
diff --git a/skills/local-legal-seo-audit/SKILL.md b/skills/local-legal-seo-audit/SKILL.md
index 23691252..3c9194f8 100644
--- a/skills/local-legal-seo-audit/SKILL.md
+++ b/skills/local-legal-seo-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: local-legal-seo-audit
-description: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
+description: "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
 risk: safe
 source: original
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Local Legal SEO Audit
diff --git a/skills/logistics-exception-management/SKILL.md b/skills/logistics-exception-management/SKILL.md
index 1fcb6534..b6d0b86c 100644
--- a/skills/logistics-exception-management/SKILL.md
+++ b/skills/logistics-exception-management/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for handling freight exceptions, shipment delays
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/skills/loki-mode/SKILL.md b/skills/loki-mode/SKILL.md
index c29459a4..b02bf9e3 100644
--- a/skills/loki-mode/SKILL.md
+++ b/skills/loki-mode/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: loki-mode
-description: Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
+description: "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Loki Mode - Multi-Agent Autonomous Startup System
diff --git a/skills/m365-agents-dotnet/SKILL.md b/skills/m365-agents-dotnet/SKILL.md
index f114060c..7a29593f 100644
--- a/skills/m365-agents-dotnet/SKILL.md
+++ b/skills/m365-agents-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for .NET. Build multichannel agents for Te
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft 365 Agents SDK (.NET)
diff --git a/skills/m365-agents-py/SKILL.md b/skills/m365-agents-py/SKILL.md
index 59f499f4..cd01d928 100644
--- a/skills/m365-agents-py/SKILL.md
+++ b/skills/m365-agents-py/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for Python. Build multichannel agents for
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft 365 Agents SDK (Python)
diff --git a/skills/m365-agents-ts/SKILL.md b/skills/m365-agents-ts/SKILL.md
index 7079184d..ad448969 100644
--- a/skills/m365-agents-ts/SKILL.md
+++ b/skills/m365-agents-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for TypeScript/Node.js.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Microsoft 365 Agents SDK (TypeScript)
diff --git a/skills/machine-learning-ops-ml-pipeline/SKILL.md b/skills/machine-learning-ops-ml-pipeline/SKILL.md
index 6df24733..59f07204 100644
--- a/skills/machine-learning-ops-ml-pipeline/SKILL.md
+++ b/skills/machine-learning-ops-ml-pipeline/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: machine-learning-ops-ml-pipeline
-description: 'Design and implement a complete ML pipeline for: $ARGUMENTS'
+description: "Design and implement a complete ML pipeline for: $ARGUMENTS"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Machine Learning Pipeline - Multi-Agent MLOps Orchestration
diff --git a/skills/mailchimp-automation/SKILL.md b/skills/mailchimp-automation/SKILL.md
index 7753debc..574b46ae 100644
--- a/skills/mailchimp-automation/SKILL.md
+++ b/skills/mailchimp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mailchimp-automation
-description: Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Mailchimp Automation via Rube MCP
diff --git a/skills/make-automation/SKILL.md b/skills/make-automation/SKILL.md
index 9df5f05f..f64d96b3 100644
--- a/skills/make-automation/SKILL.md
+++ b/skills/make-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: make-automation
-description: 'Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.'
+description: "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Make Automation via Rube MCP
diff --git a/skills/makepad-skills/SKILL.md b/skills/makepad-skills/SKILL.md
index df5ae6b4..0a19222d 100644
--- a/skills/makepad-skills/SKILL.md
+++ b/skills/makepad-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: makepad-skills
-description: 'Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.'
+description: "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
 risk: safe
-source: https://github.com/ZhangHanDong/makepad-skills
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/ZhangHanDong/makepad-skills"
+date_added: "2026-02-27"
 ---
 
 # Makepad Skills
diff --git a/skills/manifest/SKILL.md b/skills/manifest/SKILL.md
index dcc1b5d2..0386504f 100644
--- a/skills/manifest/SKILL.md
+++ b/skills/manifest/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: manifest
-description: Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
+description: "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Manifest Setup
diff --git a/skills/market-sizing-analysis/SKILL.md b/skills/market-sizing-analysis/SKILL.md
index 1fe0a782..584a06ee 100644
--- a/skills/market-sizing-analysis/SKILL.md
+++ b/skills/market-sizing-analysis/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"calculate TAM\\
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Market Sizing Analysis
diff --git a/skills/marketing-psychology/SKILL.md b/skills/marketing-psychology/SKILL.md
index 747ecff1..e6eb588c 100644
--- a/skills/marketing-psychology/SKILL.md
+++ b/skills/marketing-psychology/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: marketing-psychology
-description: Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
+description: "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 # Marketing Psychology & Mental Models
 
diff --git a/skills/mcp-builder-ms/SKILL.md b/skills/mcp-builder-ms/SKILL.md
index d888f710..2af203ce 100644
--- a/skills/mcp-builder-ms/SKILL.md
+++ b/skills/mcp-builder-ms/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mcp-builder-ms
-description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
+description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # MCP Server Development Guide
diff --git a/skills/mcp-builder/SKILL.md b/skills/mcp-builder/SKILL.md
index 658be2d3..0f44572c 100644
--- a/skills/mcp-builder/SKILL.md
+++ b/skills/mcp-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mcp-builder
-description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
+description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # MCP Server Development Guide
diff --git a/skills/memory-safety-patterns/SKILL.md b/skills/memory-safety-patterns/SKILL.md
index 73c4bc13..87984368 100644
--- a/skills/memory-safety-patterns/SKILL.md
+++ b/skills/memory-safety-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: memory-safety-patterns
-description: Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
+description: "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Memory Safety Patterns
diff --git a/skills/mermaid-expert/SKILL.md b/skills/mermaid-expert/SKILL.md
index 668ffc3c..c2dcee28 100644
--- a/skills/mermaid-expert/SKILL.md
+++ b/skills/mermaid-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Create Mermaid diagrams for flowcharts, sequences, ERDs, and archit
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/metasploit-framework/SKILL.md b/skills/metasploit-framework/SKILL.md
index b10897d4..844a2e76 100644
--- a/skills/metasploit-framework/SKILL.md
+++ b/skills/metasploit-framework/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: metasploit-framework
-description: This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exp...
+description: "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Metasploit Framework
diff --git a/skills/micro-saas-launcher/SKILL.md b/skills/micro-saas-launcher/SKILL.md
index 7e94ef23..57457143 100644
--- a/skills/micro-saas-launcher/SKILL.md
+++ b/skills/micro-saas-launcher/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: micro-saas-launcher
-description: Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...
+description: "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: mobile
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Micro-SaaS Launcher
diff --git a/skills/microservices-patterns/SKILL.md b/skills/microservices-patterns/SKILL.md
index a830e3bf..6c3bf1c2 100644
--- a/skills/microservices-patterns/SKILL.md
+++ b/skills/microservices-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: microservices-patterns
-description: Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
+description: "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Microservices Patterns
diff --git a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
index 5879aa81..4306cad5 100644
--- a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
+++ b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft Entra Authentication Events SDK for .NET. Azure Functions
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft.Azure.WebJobs.Extensions.AuthenticationEvents (.NET)
diff --git a/skills/microsoft-teams-automation/SKILL.md b/skills/microsoft-teams-automation/SKILL.md
index 142269cb..39c3aff5 100644
--- a/skills/microsoft-teams-automation/SKILL.md
+++ b/skills/microsoft-teams-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: microsoft-teams-automation
-description: 'Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.'
+description: "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Microsoft Teams Automation via Rube MCP
diff --git a/skills/minecraft-bukkit-pro/SKILL.md b/skills/minecraft-bukkit-pro/SKILL.md
index b9901e9c..66b677c8 100644
--- a/skills/minecraft-bukkit-pro/SKILL.md
+++ b/skills/minecraft-bukkit-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Minecraft server plugin development with Bukkit, Spigot, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/miro-automation/SKILL.md b/skills/miro-automation/SKILL.md
index 9d012b60..c55b1932 100644
--- a/skills/miro-automation/SKILL.md
+++ b/skills/miro-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: miro-automation
-description: 'Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.'
+description: "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Miro Automation via Rube MCP
diff --git a/skills/mixpanel-automation/SKILL.md b/skills/mixpanel-automation/SKILL.md
index 6eb4789e..d8ff5a6b 100644
--- a/skills/mixpanel-automation/SKILL.md
+++ b/skills/mixpanel-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mixpanel-automation
-description: 'Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.'
+description: "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Mixpanel Automation via Rube MCP
diff --git a/skills/ml-engineer/SKILL.md b/skills/ml-engineer/SKILL.md
index 96895203..ac7d6385 100644
--- a/skills/ml-engineer/SKILL.md
+++ b/skills/ml-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production ML systems with PyTorch 2.x, TensorFlow, and moder
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/ml-pipeline-workflow/SKILL.md b/skills/ml-pipeline-workflow/SKILL.md
index 21074ad3..16786220 100644
--- a/skills/ml-pipeline-workflow/SKILL.md
+++ b/skills/ml-pipeline-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ml-pipeline-workflow
-description: Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...
+description: "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # ML Pipeline Workflow
diff --git a/skills/mlops-engineer/SKILL.md b/skills/mlops-engineer/SKILL.md
index d209c180..aabf303c 100644
--- a/skills/mlops-engineer/SKILL.md
+++ b/skills/mlops-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build comprehensive ML pipelines, experiment tracking, and model re
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/mobile-design/SKILL.md b/skills/mobile-design/SKILL.md
index e7fe9892..9f39db7e 100644
--- a/skills/mobile-design/SKILL.md
+++ b/skills/mobile-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mobile-design
-description: Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
+description: "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 # Mobile Design System
 
diff --git a/skills/mobile-developer/SKILL.md b/skills/mobile-developer/SKILL.md
index e02d498e..551d463b 100644
--- a/skills/mobile-developer/SKILL.md
+++ b/skills/mobile-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Develop React Native, Flutter, or native mobile apps with modern ar
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 ## Use this skill when
diff --git a/skills/mobile-security-coder/SKILL.md b/skills/mobile-security-coder/SKILL.md
index a438f89f..39f58c36 100644
--- a/skills/mobile-security-coder/SKILL.md
+++ b/skills/mobile-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure mobile coding practices specializing in input vali
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/skills/modern-javascript-patterns/SKILL.md b/skills/modern-javascript-patterns/SKILL.md
index 7342f81f..ec2ea0f6 100644
--- a/skills/modern-javascript-patterns/SKILL.md
+++ b/skills/modern-javascript-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: modern-javascript-patterns
-description: Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...
+description: "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Modern JavaScript Patterns
diff --git a/skills/monday-automation/SKILL.md b/skills/monday-automation/SKILL.md
index eec531b6..008b93d1 100644
--- a/skills/monday-automation/SKILL.md
+++ b/skills/monday-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: monday-automation
-description: Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Monday.com Automation via Rube MCP
diff --git a/skills/moodle-external-api-development/SKILL.md b/skills/moodle-external-api-development/SKILL.md
index 4539dda6..3d0e43e4 100644
--- a/skills/moodle-external-api-development/SKILL.md
+++ b/skills/moodle-external-api-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: moodle-external-api-development
-description: Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...
+description: "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Moodle External API Development
diff --git a/skills/mtls-configuration/SKILL.md b/skills/mtls-configuration/SKILL.md
index 65c1bdcf..8eb97d25 100644
--- a/skills/mtls-configuration/SKILL.md
+++ b/skills/mtls-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mtls-configuration
-description: Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
+description: "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # mTLS Configuration
diff --git a/skills/multi-agent-brainstorming/SKILL.md b/skills/multi-agent-brainstorming/SKILL.md
index dcc99cd2..dbdbebd0 100644
--- a/skills/multi-agent-brainstorming/SKILL.md
+++ b/skills/multi-agent-brainstorming/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-agent-brainstorming
-description: Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
+description: "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Brainstorming (Structured Design Review)
diff --git a/skills/multi-cloud-architecture/SKILL.md b/skills/multi-cloud-architecture/SKILL.md
index 0fbf201b..837c5c09 100644
--- a/skills/multi-cloud-architecture/SKILL.md
+++ b/skills/multi-cloud-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-cloud-architecture
-description: Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
+description: "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Multi-Cloud Architecture
diff --git a/skills/multi-platform-apps-multi-platform/SKILL.md b/skills/multi-platform-apps-multi-platform/SKILL.md
index de777208..2d06bee6 100644
--- a/skills/multi-platform-apps-multi-platform/SKILL.md
+++ b/skills/multi-platform-apps-multi-platform/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-platform-apps-multi-platform
-description: Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
+description: "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Multi-Platform Feature Development Workflow
diff --git a/skills/n8n-code-python/SKILL.md b/skills/n8n-code-python/SKILL.md
index db1560d2..ef4d5e2d 100644
--- a/skills/n8n-code-python/SKILL.md
+++ b/skills/n8n-code-python/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-code-python
-description: Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
+description: "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python"
+date_added: "2026-02-27"
 ---
 
 # Python Code Node (Beta)
diff --git a/skills/n8n-mcp-tools-expert/SKILL.md b/skills/n8n-mcp-tools-expert/SKILL.md
index 4bfffe17..d806c319 100644
--- a/skills/n8n-mcp-tools-expert/SKILL.md
+++ b/skills/n8n-mcp-tools-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-mcp-tools-expert
-description: Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
+description: "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert"
+date_added: "2026-02-27"
 ---
 
 # n8n MCP Tools Expert
diff --git a/skills/n8n-node-configuration/SKILL.md b/skills/n8n-node-configuration/SKILL.md
index 1e0dafbf..97e59ec9 100644
--- a/skills/n8n-node-configuration/SKILL.md
+++ b/skills/n8n-node-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-node-configuration
-description: Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...
+description: "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration"
+date_added: "2026-02-27"
 ---
 
 # n8n Node Configuration
diff --git a/skills/nanobanana-ppt-skills/SKILL.md b/skills/nanobanana-ppt-skills/SKILL.md
index 5c09a970..bb7f1e56 100644
--- a/skills/nanobanana-ppt-skills/SKILL.md
+++ b/skills/nanobanana-ppt-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nanobanana-ppt-skills
-description: AI-powered PPT generation with document analysis and styled images
+description: "AI-powered PPT generation with document analysis and styled images"
 risk: safe
-source: https://github.com/op7418/NanoBanana-PPT-Skills
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/op7418/NanoBanana-PPT-Skills"
+date_added: "2026-02-27"
 ---
 
 # Nanobanana Ppt Skills
diff --git a/skills/neon-postgres/SKILL.md b/skills/neon-postgres/SKILL.md
index 41171000..2ef3e006 100644
--- a/skills/neon-postgres/SKILL.md
+++ b/skills/neon-postgres/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: neon-postgres
-description: 'Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...'
+description: "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: database
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Neon Postgres
diff --git a/skills/nerdzao-elite-gemini-high/SKILL.md b/skills/nerdzao-elite-gemini-high/SKILL.md
index e7340601..d059847d 100644
--- a/skills/nerdzao-elite-gemini-high/SKILL.md
+++ b/skills/nerdzao-elite-gemini-high/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nerdzao-elite-gemini-high
-description: Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
+description: "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # @nerdzao-elite-gemini-high
diff --git a/skills/nerdzao-elite/SKILL.md b/skills/nerdzao-elite/SKILL.md
index 397081fe..a246bf3e 100644
--- a/skills/nerdzao-elite/SKILL.md
+++ b/skills/nerdzao-elite/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nerdzao-elite
-description: Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
+description: "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # @nerdzao-elite
diff --git a/skills/network-101/SKILL.md b/skills/network-101/SKILL.md
index f6a6f6bb..63d52f61 100644
--- a/skills/network-101/SKILL.md
+++ b/skills/network-101/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: network-101
-description: This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or ne...
+description: "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Network 101
diff --git a/skills/network-engineer/SKILL.md b/skills/network-engineer/SKILL.md
index 70718aff..6ee44886 100644
--- a/skills/network-engineer/SKILL.md
+++ b/skills/network-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert network engineer specializing in modern cloud networking, se
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/nextjs-app-router-patterns/SKILL.md b/skills/nextjs-app-router-patterns/SKILL.md
index c1e3cebb..dc700acf 100644
--- a/skills/nextjs-app-router-patterns/SKILL.md
+++ b/skills/nextjs-app-router-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-app-router-patterns
-description: Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
+description: "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Next.js App Router Patterns
diff --git a/skills/nextjs-best-practices/SKILL.md b/skills/nextjs-best-practices/SKILL.md
index 426fcd1c..059d5b2c 100644
--- a/skills/nextjs-best-practices/SKILL.md
+++ b/skills/nextjs-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-best-practices
-description: Next.js App Router principles. Server Components, data fetching, routing patterns.
+description: "Next.js App Router principles. Server Components, data fetching, routing patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Next.js Best Practices
diff --git a/skills/nextjs-supabase-auth/SKILL.md b/skills/nextjs-supabase-auth/SKILL.md
index 33f2a9de..513b826c 100644
--- a/skills/nextjs-supabase-auth/SKILL.md
+++ b/skills/nextjs-supabase-auth/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-supabase-auth
-description: 'Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.'
+description: "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Next.js + Supabase Auth
diff --git a/skills/nft-standards/SKILL.md b/skills/nft-standards/SKILL.md
index 18de4c21..4dffb6eb 100644
--- a/skills/nft-standards/SKILL.md
+++ b/skills/nft-standards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nft-standards
-description: Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...
+description: "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # NFT Standards
diff --git a/skills/nodejs-backend-patterns/SKILL.md b/skills/nodejs-backend-patterns/SKILL.md
index 188292b4..11aec8f7 100644
--- a/skills/nodejs-backend-patterns/SKILL.md
+++ b/skills/nodejs-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nodejs-backend-patterns
-description: Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
+description: "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Node.js Backend Patterns
diff --git a/skills/nodejs-best-practices/SKILL.md b/skills/nodejs-best-practices/SKILL.md
index 343674d7..9d343714 100644
--- a/skills/nodejs-best-practices/SKILL.md
+++ b/skills/nodejs-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nodejs-best-practices
-description: Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
+description: "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Node.js Best Practices
diff --git a/skills/nosql-expert/SKILL.md b/skills/nosql-expert/SKILL.md
index fd8f5c60..e0bf3745 100644
--- a/skills/nosql-expert/SKILL.md
+++ b/skills/nosql-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nosql-expert
-description: Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
+description: "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # NoSQL Expert Patterns (Cassandra & DynamoDB)
diff --git a/skills/notebooklm/SKILL.md b/skills/notebooklm/SKILL.md
index 6e4d6e03..67383c4d 100755
--- a/skills/notebooklm/SKILL.md
+++ b/skills/notebooklm/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notebooklm
-description: Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
+description: "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # NotebookLM Research Assistant Skill
diff --git a/skills/notion-automation/SKILL.md b/skills/notion-automation/SKILL.md
index 85f896e7..93ca24bf 100644
--- a/skills/notion-automation/SKILL.md
+++ b/skills/notion-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notion-automation
-description: 'Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.'
+description: "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Notion Automation via Rube MCP
diff --git a/skills/notion-template-business/SKILL.md b/skills/notion-template-business/SKILL.md
index ebc04940..ef1905bf 100644
--- a/skills/notion-template-business/SKILL.md
+++ b/skills/notion-template-business/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notion-template-business
-description: Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
+description: "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Notion Template Business
diff --git a/skills/observability-engineer/SKILL.md b/skills/observability-engineer/SKILL.md
index a5f1e973..2240bf2d 100644
--- a/skills/observability-engineer/SKILL.md
+++ b/skills/observability-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready monitoring, logging, and tracing systems. Im
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.
 
diff --git a/skills/observability-monitoring-monitor-setup/SKILL.md b/skills/observability-monitoring-monitor-setup/SKILL.md
index 5cc9adfc..f7e61b3a 100644
--- a/skills/observability-monitoring-monitor-setup/SKILL.md
+++ b/skills/observability-monitoring-monitor-setup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observability-monitoring-monitor-setup
-description: You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da
+description: "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Monitoring and Observability Setup
diff --git a/skills/observability-monitoring-slo-implement/SKILL.md b/skills/observability-monitoring-slo-implement/SKILL.md
index 5d5fa0cf..4b9f1a61 100644
--- a/skills/observability-monitoring-slo-implement/SKILL.md
+++ b/skills/observability-monitoring-slo-implement/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observability-monitoring-slo-implement
-description: You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
+description: "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # SLO Implementation Guide
diff --git a/skills/observe-whatsapp/SKILL.md b/skills/observe-whatsapp/SKILL.md
index 7544d4c5..0010b24c 100644
--- a/skills/observe-whatsapp/SKILL.md
+++ b/skills/observe-whatsapp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observe-whatsapp
-description: 'Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...'
+description: "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
 risk: safe
-source: https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp"
+date_added: "2026-02-27"
 ---
 
 # Observe WhatsApp
diff --git a/skills/obsidian-clipper-template-creator/SKILL.md b/skills/obsidian-clipper-template-creator/SKILL.md
index 01edf3d8..f271f8e8 100644
--- a/skills/obsidian-clipper-template-creator/SKILL.md
+++ b/skills/obsidian-clipper-template-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: obsidian-clipper-template-creator
-description: Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
+description: "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Obsidian Web Clipper Template Creator
diff --git a/skills/on-call-handoff-patterns/SKILL.md b/skills/on-call-handoff-patterns/SKILL.md
index 9729b1ac..3a017ffc 100644
--- a/skills/on-call-handoff-patterns/SKILL.md
+++ b/skills/on-call-handoff-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: on-call-handoff-patterns
-description: Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...
+description: "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # On-Call Handoff Patterns
diff --git a/skills/one-drive-automation/SKILL.md b/skills/one-drive-automation/SKILL.md
index 5f5be5ea..4057b248 100644
--- a/skills/one-drive-automation/SKILL.md
+++ b/skills/one-drive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: one-drive-automation
-description: Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # OneDrive Automation via Rube MCP
diff --git a/skills/openapi-spec-generation/SKILL.md b/skills/openapi-spec-generation/SKILL.md
index 06c0dc4b..91fbd7ea 100644
--- a/skills/openapi-spec-generation/SKILL.md
+++ b/skills/openapi-spec-generation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: openapi-spec-generation
-description: Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
+description: "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # OpenAPI Spec Generation
diff --git a/skills/outlook-automation/SKILL.md b/skills/outlook-automation/SKILL.md
index 2d1a3efe..677caeae 100644
--- a/skills/outlook-automation/SKILL.md
+++ b/skills/outlook-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: outlook-automation
-description: 'Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.'
+description: "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Outlook Automation via Rube MCP
diff --git a/skills/outlook-calendar-automation/SKILL.md b/skills/outlook-calendar-automation/SKILL.md
index 6e0c8440..a056c0d7 100644
--- a/skills/outlook-calendar-automation/SKILL.md
+++ b/skills/outlook-calendar-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: outlook-calendar-automation
-description: 'Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.'
+description: "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Outlook Calendar Automation via Rube MCP
diff --git a/skills/page-cro/SKILL.md b/skills/page-cro/SKILL.md
index fb07b28b..69be3093 100644
--- a/skills/page-cro/SKILL.md
+++ b/skills/page-cro/SKILL.md
@@ -4,7 +4,6 @@ description: Analyze and optimize individual pages for conversion performance.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 # Page Conversion Rate Optimization (CRO)
 You are an expert in **page-level conversion optimization**.
diff --git a/skills/pagerduty-automation/SKILL.md b/skills/pagerduty-automation/SKILL.md
index 0ae46884..8b1627cd 100644
--- a/skills/pagerduty-automation/SKILL.md
+++ b/skills/pagerduty-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pagerduty-automation
-description: 'Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.'
+description: "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # PagerDuty Automation via Rube MCP
diff --git a/skills/paid-ads/SKILL.md b/skills/paid-ads/SKILL.md
index 68960f29..c2667999 100644
--- a/skills/paid-ads/SKILL.md
+++ b/skills/paid-ads/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paid-ads
-description: When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...
+description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Paid Ads
diff --git a/skills/parallel-agents/SKILL.md b/skills/parallel-agents/SKILL.md
index e7de28fb..5d8a939d 100644
--- a/skills/parallel-agents/SKILL.md
+++ b/skills/parallel-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: parallel-agents
-description: Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
+description: "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Native Parallel Agents
diff --git a/skills/payment-integration/SKILL.md b/skills/payment-integration/SKILL.md
index 0e79033a..714cd343 100644
--- a/skills/payment-integration/SKILL.md
+++ b/skills/payment-integration/SKILL.md
@@ -4,7 +4,6 @@ description: Integrate Stripe, PayPal, and payment processors. Handles checkout
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/skills/paypal-integration/SKILL.md b/skills/paypal-integration/SKILL.md
index 6d44ce15..d01c3f3e 100644
--- a/skills/paypal-integration/SKILL.md
+++ b/skills/paypal-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paypal-integration
-description: Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...
+description: "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # PayPal Integration
diff --git a/skills/paywall-upgrade-cro/SKILL.md b/skills/paywall-upgrade-cro/SKILL.md
index e34e7170..f1626833 100644
--- a/skills/paywall-upgrade-cro/SKILL.md
+++ b/skills/paywall-upgrade-cro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paywall-upgrade-cro
-description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal,...
+description: "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Paywall and Upgrade Screen CRO
diff --git a/skills/pci-compliance/SKILL.md b/skills/pci-compliance/SKILL.md
index 5b2a4d2c..468545d5 100644
--- a/skills/pci-compliance/SKILL.md
+++ b/skills/pci-compliance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pci-compliance
-description: Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...
+description: "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # PCI Compliance
diff --git a/skills/pdf-official/SKILL.md b/skills/pdf-official/SKILL.md
index accac911..49f27f29 100644
--- a/skills/pdf-official/SKILL.md
+++ b/skills/pdf-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pdf-official
-description: Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...
+description: "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # PDF Processing Guide
diff --git a/skills/pentest-checklist/SKILL.md b/skills/pentest-checklist/SKILL.md
index 46a1923d..db3c5e8f 100644
--- a/skills/pentest-checklist/SKILL.md
+++ b/skills/pentest-checklist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pentest-checklist
-description: This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "foll...
+description: "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Pentest Checklist
diff --git a/skills/pentest-commands/SKILL.md b/skills/pentest-commands/SKILL.md
index 6af6ff8e..541b5fb4 100644
--- a/skills/pentest-commands/SKILL.md
+++ b/skills/pentest-commands/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pentest-commands
-description: This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities ...
+description: "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Pentest Commands
diff --git a/skills/performance-engineer/SKILL.md b/skills/performance-engineer/SKILL.md
index 2dc193e9..d2d110bb 100644
--- a/skills/performance-engineer/SKILL.md
+++ b/skills/performance-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-engineer
-description: Expert performance engineer specializing in modern observability,
+description: "Expert performance engineer specializing in modern observability,"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 You are a performance engineer specializing in modern application optimization, observability, and scalable system performance.
 
diff --git a/skills/performance-profiling/SKILL.md b/skills/performance-profiling/SKILL.md
index 25fc5e75..728cb503 100644
--- a/skills/performance-profiling/SKILL.md
+++ b/skills/performance-profiling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-profiling
-description: Performance profiling principles. Measurement, analysis, and optimization techniques.
+description: "Performance profiling principles. Measurement, analysis, and optimization techniques."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Performance Profiling
diff --git a/skills/performance-testing-review-ai-review/SKILL.md b/skills/performance-testing-review-ai-review/SKILL.md
index 8c1c22c9..1a656b2e 100644
--- a/skills/performance-testing-review-ai-review/SKILL.md
+++ b/skills/performance-testing-review-ai-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-testing-review-ai-review
-description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
+description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/skills/performance-testing-review-multi-agent-review/SKILL.md b/skills/performance-testing-review-multi-agent-review/SKILL.md
index c745a852..6df2c65d 100644
--- a/skills/performance-testing-review-multi-agent-review/SKILL.md
+++ b/skills/performance-testing-review-multi-agent-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-testing-review-multi-agent-review
-description: Use when working with performance testing review multi agent review
+description: "Use when working with performance testing review multi agent review"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Code Review Orchestration Tool
diff --git a/skills/php-pro/SKILL.md b/skills/php-pro/SKILL.md
index 5f7212e8..fb38f4ff 100644
--- a/skills/php-pro/SKILL.md
+++ b/skills/php-pro/SKILL.md
@@ -10,7 +10,6 @@ description: 'Write idiomatic PHP code with generators, iterators, SPL data
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/pipedrive-automation/SKILL.md b/skills/pipedrive-automation/SKILL.md
index 26e54446..f9160c28 100644
--- a/skills/pipedrive-automation/SKILL.md
+++ b/skills/pipedrive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pipedrive-automation
-description: Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Pipedrive Automation via Rube MCP
diff --git a/skills/plaid-fintech/SKILL.md b/skills/plaid-fintech/SKILL.md
index e4980cf6..4e9dae6d 100644
--- a/skills/plaid-fintech/SKILL.md
+++ b/skills/plaid-fintech/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: plaid-fintech
-description: Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...
+description: "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Plaid Fintech
diff --git a/skills/plan-writing/SKILL.md b/skills/plan-writing/SKILL.md
index 5be08644..c36c0d01 100644
--- a/skills/plan-writing/SKILL.md
+++ b/skills/plan-writing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: plan-writing
-description: Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
+description: "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Plan Writing
diff --git a/skills/planning-with-files/SKILL.md b/skills/planning-with-files/SKILL.md
index aa9b4ec1..433ed3fa 100644
--- a/skills/planning-with-files/SKILL.md
+++ b/skills/planning-with-files/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: planning-with-files
-description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...
+description: "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Planning with Files
diff --git a/skills/playwright-skill/SKILL.md b/skills/playwright-skill/SKILL.md
index 0a4298a3..a98bffe4 100644
--- a/skills/playwright-skill/SKILL.md
+++ b/skills/playwright-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: playwright-skill
-description: Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
+description: "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 **IMPORTANT - Path Resolution:**
diff --git a/skills/podcast-generation/SKILL.md b/skills/podcast-generation/SKILL.md
index d49a2215..7ca5bbf9 100644
--- a/skills/podcast-generation/SKILL.md
+++ b/skills/podcast-generation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: podcast-generation
-description: Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...
+description: "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Podcast Generation with GPT Realtime Mini
diff --git a/skills/popup-cro/SKILL.md b/skills/popup-cro/SKILL.md
index 0c77c499..5dd86483 100644
--- a/skills/popup-cro/SKILL.md
+++ b/skills/popup-cro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: popup-cro
-description: Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
+description: "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 # Popup CRO
 
diff --git a/skills/posix-shell-pro/SKILL.md b/skills/posix-shell-pro/SKILL.md
index 137d4951..89a2c361 100644
--- a/skills/posix-shell-pro/SKILL.md
+++ b/skills/posix-shell-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in strict POSIX sh scripting for maximum portability across
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/skills/postgres-best-practices/SKILL.md b/skills/postgres-best-practices/SKILL.md
index 773471c6..9400a4e4 100644
--- a/skills/postgres-best-practices/SKILL.md
+++ b/skills/postgres-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postgres-best-practices
-description: Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
+description: "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Supabase Postgres Best Practices
diff --git a/skills/postgresql/SKILL.md b/skills/postgresql/SKILL.md
index b2ecd307..04f5c13c 100644
--- a/skills/postgresql/SKILL.md
+++ b/skills/postgresql/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postgresql
-description: Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
+description: "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # PostgreSQL Table Design 
diff --git a/skills/posthog-automation/SKILL.md b/skills/posthog-automation/SKILL.md
index 82b0d96d..cbdc173c 100644
--- a/skills/posthog-automation/SKILL.md
+++ b/skills/posthog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: posthog-automation
-description: 'Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.'
+description: "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # PostHog Automation via Rube MCP
diff --git a/skills/postmark-automation/SKILL.md b/skills/postmark-automation/SKILL.md
index 5e1e8307..d0465f2e 100644
--- a/skills/postmark-automation/SKILL.md
+++ b/skills/postmark-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postmark-automation
-description: 'Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.'
+description: "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Postmark Automation via Rube MCP
diff --git a/skills/postmortem-writing/SKILL.md b/skills/postmortem-writing/SKILL.md
index d07b7cb5..8be3e9db 100644
--- a/skills/postmortem-writing/SKILL.md
+++ b/skills/postmortem-writing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postmortem-writing
-description: Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...
+description: "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Postmortem Writing
diff --git a/skills/pptx-official/SKILL.md b/skills/pptx-official/SKILL.md
index fbe7b2df..40c53c73 100644
--- a/skills/pptx-official/SKILL.md
+++ b/skills/pptx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pptx-official
-description: 'Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...'
+description: "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # PPTX creation, editing, and analysis
diff --git a/skills/prisma-expert/SKILL.md b/skills/prisma-expert/SKILL.md
index e64c91d2..f22bdf48 100644
--- a/skills/prisma-expert/SKILL.md
+++ b/skills/prisma-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prisma-expert
-description: Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
+description: "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Prisma Expert
diff --git a/skills/production-code-audit/SKILL.md b/skills/production-code-audit/SKILL.md
index 1097da42..6e7067d0 100644
--- a/skills/production-code-audit/SKILL.md
+++ b/skills/production-code-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: production-code-audit
-description: Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
+description: "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Production Code Audit
diff --git a/skills/programmatic-seo/SKILL.md b/skills/programmatic-seo/SKILL.md
index d34bc87b..eddedb4c 100644
--- a/skills/programmatic-seo/SKILL.md
+++ b/skills/programmatic-seo/SKILL.md
@@ -4,7 +4,6 @@ description: Design and evaluate programmatic SEO strategies for creating SEO-dr
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ---
diff --git a/skills/projection-patterns/SKILL.md b/skills/projection-patterns/SKILL.md
index 0a056e38..a3856df7 100644
--- a/skills/projection-patterns/SKILL.md
+++ b/skills/projection-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: projection-patterns
-description: Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
+description: "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Projection Patterns
diff --git a/skills/prometheus-configuration/SKILL.md b/skills/prometheus-configuration/SKILL.md
index f24dacda..d700a811 100644
--- a/skills/prometheus-configuration/SKILL.md
+++ b/skills/prometheus-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prometheus-configuration
-description: Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
+description: "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Prometheus Configuration
diff --git a/skills/prompt-caching/SKILL.md b/skills/prompt-caching/SKILL.md
index a6a5d8b8..eece0066 100644
--- a/skills/prompt-caching/SKILL.md
+++ b/skills/prompt-caching/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prompt-caching
-description: 'Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...'
+description: "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Prompt Caching
diff --git a/skills/prompt-engineering-patterns/SKILL.md b/skills/prompt-engineering-patterns/SKILL.md
index 280d7bf3..bef3d6bf 100644
--- a/skills/prompt-engineering-patterns/SKILL.md
+++ b/skills/prompt-engineering-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prompt-engineering-patterns
-description: Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
+description: "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Prompt Engineering Patterns
diff --git a/skills/protocol-reverse-engineering/SKILL.md b/skills/protocol-reverse-engineering/SKILL.md
index 5481a6fe..2bc5e301 100644
--- a/skills/protocol-reverse-engineering/SKILL.md
+++ b/skills/protocol-reverse-engineering/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: protocol-reverse-engineering
-description: Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...
+description: "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Protocol Reverse Engineering
diff --git a/skills/pydantic-models-py/SKILL.md b/skills/pydantic-models-py/SKILL.md
index a66ae7b9..9b00336a 100644
--- a/skills/pydantic-models-py/SKILL.md
+++ b/skills/pydantic-models-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pydantic-models-py
-description: Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
+description: "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Pydantic Models
diff --git a/skills/pypict-skill/SKILL.md b/skills/pypict-skill/SKILL.md
index 3dc43576..aeec5c82 100644
--- a/skills/pypict-skill/SKILL.md
+++ b/skills/pypict-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pypict-skill
-description: Pairwise test generation
+description: "Pairwise test generation"
 risk: safe
-source: https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md
-date_added: '2026-02-27'
-category: testing
+source: "https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Pypict Skill
diff --git a/skills/python-development-python-scaffold/SKILL.md b/skills/python-development-python-scaffold/SKILL.md
index 369bbd26..ee81c7ec 100644
--- a/skills/python-development-python-scaffold/SKILL.md
+++ b/skills/python-development-python-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-development-python-scaffold
-description: You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
+description: "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Project Scaffolding
diff --git a/skills/python-packaging/SKILL.md b/skills/python-packaging/SKILL.md
index 06c9eee3..9a1695fb 100644
--- a/skills/python-packaging/SKILL.md
+++ b/skills/python-packaging/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-packaging
-description: Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...
+description: "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Packaging
diff --git a/skills/python-patterns/SKILL.md b/skills/python-patterns/SKILL.md
index a3deb7c0..175970b4 100644
--- a/skills/python-patterns/SKILL.md
+++ b/skills/python-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-patterns
-description: Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
+description: "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Patterns
diff --git a/skills/python-performance-optimization/SKILL.md b/skills/python-performance-optimization/SKILL.md
index d7289c81..f0eae236 100644
--- a/skills/python-performance-optimization/SKILL.md
+++ b/skills/python-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-performance-optimization
-description: Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
+description: "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Performance Optimization
diff --git a/skills/python-pro/SKILL.md b/skills/python-pro/SKILL.md
index 0ea49238..bf3876eb 100644
--- a/skills/python-pro/SKILL.md
+++ b/skills/python-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Python 3.12+ with modern features, async programming, perfor
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.
 
diff --git a/skills/python-testing-patterns/SKILL.md b/skills/python-testing-patterns/SKILL.md
index 998d55ce..0cf31b20 100644
--- a/skills/python-testing-patterns/SKILL.md
+++ b/skills/python-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-testing-patterns
-description: Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
+description: "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Python Testing Patterns
diff --git a/skills/quality-nonconformance/SKILL.md b/skills/quality-nonconformance/SKILL.md
index d48cafda..2c660ca2 100644
--- a/skills/quality-nonconformance/SKILL.md
+++ b/skills/quality-nonconformance/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for quality control, non-conformance investigati
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/skills/quant-analyst/SKILL.md b/skills/quant-analyst/SKILL.md
index 32160e2e..3a0d4058 100644
--- a/skills/quant-analyst/SKILL.md
+++ b/skills/quant-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Build financial models, backtest trading strategies, and analyze ma
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/skills/radix-ui-design-system/SKILL.md b/skills/radix-ui-design-system/SKILL.md
index a5517647..0c2e81ae 100644
--- a/skills/radix-ui-design-system/SKILL.md
+++ b/skills/radix-ui-design-system/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: radix-ui-design-system
-description: Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
+description: "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Radix UI Design System
diff --git a/skills/rag-engineer/SKILL.md b/skills/rag-engineer/SKILL.md
index 7bfd2211..a0e5bcad 100644
--- a/skills/rag-engineer/SKILL.md
+++ b/skills/rag-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: rag-engineer
-description: 'Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...'
+description: "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # RAG Engineer
diff --git a/skills/react-best-practices/SKILL.md b/skills/react-best-practices/SKILL.md
index 1a19bf31..bd04c79b 100644
--- a/skills/react-best-practices/SKILL.md
+++ b/skills/react-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-best-practices
-description: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...
+description: "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Vercel React Best Practices
diff --git a/skills/react-flow-architect/SKILL.md b/skills/react-flow-architect/SKILL.md
index c81e1720..6e3b31ba 100644
--- a/skills/react-flow-architect/SKILL.md
+++ b/skills/react-flow-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-flow-architect
-description: Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
+description: "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # ReactFlow Architect
diff --git a/skills/react-flow-node-ts/SKILL.md b/skills/react-flow-node-ts/SKILL.md
index 8090d0bb..284a5592 100644
--- a/skills/react-flow-node-ts/SKILL.md
+++ b/skills/react-flow-node-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-flow-node-ts
-description: Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
+description: "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Flow Node
diff --git a/skills/react-modernization/SKILL.md b/skills/react-modernization/SKILL.md
index 4dbd5469..cc7e5212 100644
--- a/skills/react-modernization/SKILL.md
+++ b/skills/react-modernization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-modernization
-description: Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...
+description: "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Modernization
diff --git a/skills/react-native-architecture/SKILL.md b/skills/react-native-architecture/SKILL.md
index c974f92d..283d61d5 100644
--- a/skills/react-native-architecture/SKILL.md
+++ b/skills/react-native-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-native-architecture
-description: Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...
+description: "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # React Native Architecture
diff --git a/skills/react-patterns/SKILL.md b/skills/react-patterns/SKILL.md
index 9a396175..6bb975ea 100644
--- a/skills/react-patterns/SKILL.md
+++ b/skills/react-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-patterns
-description: Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
+description: "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Patterns
diff --git a/skills/react-state-management/SKILL.md b/skills/react-state-management/SKILL.md
index 1db786ba..2d137b88 100644
--- a/skills/react-state-management/SKILL.md
+++ b/skills/react-state-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-state-management
-description: Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
+description: "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React State Management
diff --git a/skills/react-ui-patterns/SKILL.md b/skills/react-ui-patterns/SKILL.md
index 7ee8a8c1..1b31e085 100644
--- a/skills/react-ui-patterns/SKILL.md
+++ b/skills/react-ui-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-ui-patterns
-description: Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
+description: "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React UI Patterns
diff --git a/skills/readme/SKILL.md b/skills/readme/SKILL.md
index 3f48ae85..ad093ca7 100644
--- a/skills/readme/SKILL.md
+++ b/skills/readme/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: readme
-description: When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...
+description: "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
 risk: safe
-source: https://github.com/Shpigford/skills/tree/main/readme
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/Shpigford/skills/tree/main/readme"
+date_added: "2026-02-27"
 ---
 
 # README Generator
diff --git a/skills/receiving-code-review/SKILL.md b/skills/receiving-code-review/SKILL.md
index 462151bb..d06f3263 100644
--- a/skills/receiving-code-review/SKILL.md
+++ b/skills/receiving-code-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: receiving-code-review
-description: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...
+description: "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Code Review Reception
diff --git a/skills/red-team-tools/SKILL.md b/skills/red-team-tools/SKILL.md
index b84d62eb..9690657a 100644
--- a/skills/red-team-tools/SKILL.md
+++ b/skills/red-team-tools/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: red-team-tools
-description: This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate su...
+description: "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Red Team Tools and Methodology
diff --git a/skills/reddit-automation/SKILL.md b/skills/reddit-automation/SKILL.md
index 074333be..cb6fab71 100644
--- a/skills/reddit-automation/SKILL.md
+++ b/skills/reddit-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: reddit-automation
-description: 'Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.'
+description: "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Reddit Automation via Rube MCP
diff --git a/skills/reference-builder/SKILL.md b/skills/reference-builder/SKILL.md
index f2ea20db..ceebfc4c 100644
--- a/skills/reference-builder/SKILL.md
+++ b/skills/reference-builder/SKILL.md
@@ -4,7 +4,6 @@ description: Creates exhaustive technical references and API documentation. Gene
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/referral-program/SKILL.md b/skills/referral-program/SKILL.md
index 8fed7e9f..a5f2fed8 100644
--- a/skills/referral-program/SKILL.md
+++ b/skills/referral-program/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: referral-program
-description: When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...
+description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Referral & Affiliate Programs
diff --git a/skills/remotion-best-practices/SKILL.md b/skills/remotion-best-practices/SKILL.md
index 9e911b87..7d80cc7d 100644
--- a/skills/remotion-best-practices/SKILL.md
+++ b/skills/remotion-best-practices/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: remotion-best-practices
-description: Best practices for Remotion - Video creation in React
+description: "Best practices for Remotion - Video creation in React"
 risk: unknown
 source: community
-tags: remotion, video, react, animation, composition
-date_added: '2026-02-27'
-category: web-development
+tags: "remotion, video, react, animation, composition"
+date_added: "2026-02-27"
 ---
 
 ## When to use
diff --git a/skills/render-automation/SKILL.md b/skills/render-automation/SKILL.md
index 2547b1f5..75be2283 100644
--- a/skills/render-automation/SKILL.md
+++ b/skills/render-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: render-automation
-description: 'Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.'
+description: "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Render Automation via Rube MCP
diff --git a/skills/research-engineer/SKILL.md b/skills/research-engineer/SKILL.md
index 8a4158b9..c1690fd4 100644
--- a/skills/research-engineer/SKILL.md
+++ b/skills/research-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: research-engineer
-description: An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...
+description: "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Academic Research Engineer
diff --git a/skills/returns-reverse-logistics/SKILL.md b/skills/returns-reverse-logistics/SKILL.md
index 926a44b5..a8c8b12d 100644
--- a/skills/returns-reverse-logistics/SKILL.md
+++ b/skills/returns-reverse-logistics/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for returns authorisation, receipt and inspectio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## When to Use
diff --git a/skills/reverse-engineer/SKILL.md b/skills/reverse-engineer/SKILL.md
index c62e1efb..25471253 100644
--- a/skills/reverse-engineer/SKILL.md
+++ b/skills/reverse-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert reverse engineer specializing in binary analysis, disassembl
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Common RE scripting environments
diff --git a/skills/risk-metrics-calculation/SKILL.md b/skills/risk-metrics-calculation/SKILL.md
index 30127bbe..0619234f 100644
--- a/skills/risk-metrics-calculation/SKILL.md
+++ b/skills/risk-metrics-calculation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: risk-metrics-calculation
-description: Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
+description: "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Risk Metrics Calculation
diff --git a/skills/ruby-pro/SKILL.md b/skills/ruby-pro/SKILL.md
index 1496214a..5c31d50a 100644
--- a/skills/ruby-pro/SKILL.md
+++ b/skills/ruby-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic Ruby code with metaprogramming, Rails patterns, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/rust-async-patterns/SKILL.md b/skills/rust-async-patterns/SKILL.md
index 445fa6e3..c5f23f94 100644
--- a/skills/rust-async-patterns/SKILL.md
+++ b/skills/rust-async-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: rust-async-patterns
-description: Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
+description: "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Rust Async Patterns
diff --git a/skills/rust-pro/SKILL.md b/skills/rust-pro/SKILL.md
index 2c2c185a..8044632c 100644
--- a/skills/rust-pro/SKILL.md
+++ b/skills/rust-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Rust 1.75+ with modern async patterns, advanced type system
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.
 
diff --git a/skills/saas-mvp-launcher/SKILL.md b/skills/saas-mvp-launcher/SKILL.md
index ddaa84bf..38ce28de 100644
--- a/skills/saas-mvp-launcher/SKILL.md
+++ b/skills/saas-mvp-launcher/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: saas-mvp-launcher
-description: Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.
+description: "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist."
 risk: safe
 source: community
-date_added: '2026-03-04'
-category: backend
+date_added: "2026-03-04"
 ---
 
 # SaaS MVP Launcher
diff --git a/skills/saga-orchestration/SKILL.md b/skills/saga-orchestration/SKILL.md
index 63321330..59dfd9e0 100644
--- a/skills/saga-orchestration/SKILL.md
+++ b/skills/saga-orchestration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: saga-orchestration
-description: Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...
+description: "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Saga Orchestration
diff --git a/skills/sales-automator/SKILL.md b/skills/sales-automator/SKILL.md
index e3a27b93..cd2c0b3c 100644
--- a/skills/sales-automator/SKILL.md
+++ b/skills/sales-automator/SKILL.md
@@ -10,7 +10,6 @@ description: 'Draft cold emails, follow-ups, and proposal templates. Creates
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/skills/salesforce-automation/SKILL.md b/skills/salesforce-automation/SKILL.md
index 03d90a5a..7d48b4b5 100644
--- a/skills/salesforce-automation/SKILL.md
+++ b/skills/salesforce-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: salesforce-automation
-description: 'Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.'
+description: "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Salesforce Automation via Rube MCP
diff --git a/skills/salesforce-development/SKILL.md b/skills/salesforce-development/SKILL.md
index 80bcb58a..87dc1588 100644
--- a/skills/salesforce-development/SKILL.md
+++ b/skills/salesforce-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: salesforce-development
-description: Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...
+description: "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Salesforce Development
diff --git a/skills/sast-configuration/SKILL.md b/skills/sast-configuration/SKILL.md
index 93a3321b..6102981a 100644
--- a/skills/sast-configuration/SKILL.md
+++ b/skills/sast-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sast-configuration
-description: Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...
+description: "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # SAST Configuration
diff --git a/skills/scala-pro/SKILL.md b/skills/scala-pro/SKILL.md
index 95fc8b54..524a77a4 100644
--- a/skills/scala-pro/SKILL.md
+++ b/skills/scala-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master enterprise-grade Scala development with functional programmi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/skills/scanning-tools/SKILL.md b/skills/scanning-tools/SKILL.md
index f0027a03..dde3d291 100644
--- a/skills/scanning-tools/SKILL.md
+++ b/skills/scanning-tools/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: scanning-tools
-description: This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detec...
+description: "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Security Scanning Tools
diff --git a/skills/schema-markup/SKILL.md b/skills/schema-markup/SKILL.md
index e1eafda2..baeaae74 100644
--- a/skills/schema-markup/SKILL.md
+++ b/skills/schema-markup/SKILL.md
@@ -4,7 +4,6 @@ description: Design, validate, and optimize schema.org structured data for eligi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ---
diff --git a/skills/screen-reader-testing/SKILL.md b/skills/screen-reader-testing/SKILL.md
index 98de4c7e..cec02fef 100644
--- a/skills/screen-reader-testing/SKILL.md
+++ b/skills/screen-reader-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: screen-reader-testing
-description: Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...
+description: "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Screen Reader Testing
diff --git a/skills/screenshots/SKILL.md b/skills/screenshots/SKILL.md
index e8a32635..95f98815 100644
--- a/skills/screenshots/SKILL.md
+++ b/skills/screenshots/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: screenshots
-description: Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
+description: "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
 risk: safe
-source: https://github.com/Shpigford/skills/tree/main/screenshots
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/Shpigford/skills/tree/main/screenshots"
+date_added: "2026-02-27"
 ---
 
 # Screenshots
diff --git a/skills/scroll-experience/SKILL.md b/skills/scroll-experience/SKILL.md
index abc52584..2a3ff48e 100644
--- a/skills/scroll-experience/SKILL.md
+++ b/skills/scroll-experience/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: scroll-experience
-description: Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...
+description: "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Scroll Experience
diff --git a/skills/search-specialist/SKILL.md b/skills/search-specialist/SKILL.md
index 147c74db..a0a8fb49 100644
--- a/skills/search-specialist/SKILL.md
+++ b/skills/search-specialist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: search-specialist
-description: Expert web researcher using advanced search techniques and
+description: "Expert web researcher using advanced search techniques and"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/skills/secrets-management/SKILL.md b/skills/secrets-management/SKILL.md
index 57ce314b..2a1f12b4 100644
--- a/skills/secrets-management/SKILL.md
+++ b/skills/secrets-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: secrets-management
-description: Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...
+description: "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Secrets Management
diff --git a/skills/security-auditor/SKILL.md b/skills/security-auditor/SKILL.md
index 5e9199c1..e034df8d 100644
--- a/skills/security-auditor/SKILL.md
+++ b/skills/security-auditor/SKILL.md
@@ -4,7 +4,6 @@ description: Expert security auditor specializing in DevSecOps, comprehensive cy
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.
 
diff --git a/skills/security-bluebook-builder/SKILL.md b/skills/security-bluebook-builder/SKILL.md
index 4810c44a..6993a716 100644
--- a/skills/security-bluebook-builder/SKILL.md
+++ b/skills/security-bluebook-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-bluebook-builder
-description: Build security Blue Books for sensitive apps
+description: "Build security Blue Books for sensitive apps"
 risk: safe
-source: https://github.com/SHADOWPR0/security-bluebook-builder
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/SHADOWPR0/security-bluebook-builder"
+date_added: "2026-02-27"
 ---
 
 # Security Bluebook Builder
diff --git a/skills/security-compliance-compliance-check/SKILL.md b/skills/security-compliance-compliance-check/SKILL.md
index c5bf27dd..8f9c7c00 100644
--- a/skills/security-compliance-compliance-check/SKILL.md
+++ b/skills/security-compliance-compliance-check/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-compliance-compliance-check
-description: You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
+description: "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Regulatory Compliance Check
diff --git a/skills/security-requirement-extraction/SKILL.md b/skills/security-requirement-extraction/SKILL.md
index f8a25ef7..6faeae7f 100644
--- a/skills/security-requirement-extraction/SKILL.md
+++ b/skills/security-requirement-extraction/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-requirement-extraction
-description: Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
+description: "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Security Requirement Extraction
diff --git a/skills/security-scanning-security-dependencies/SKILL.md b/skills/security-scanning-security-dependencies/SKILL.md
index 64ffb4a5..51fcbb27 100644
--- a/skills/security-scanning-security-dependencies/SKILL.md
+++ b/skills/security-scanning-security-dependencies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-scanning-security-dependencies
-description: You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...
+description: "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Vulnerability Scanning
diff --git a/skills/security-scanning-security-hardening/SKILL.md b/skills/security-scanning-security-hardening/SKILL.md
index 56fdb662..b3b9953d 100644
--- a/skills/security-scanning-security-hardening/SKILL.md
+++ b/skills/security-scanning-security-hardening/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-scanning-security-hardening
-description: Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
+description: "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
diff --git a/skills/security-scanning-security-sast/SKILL.md b/skills/security-scanning-security-sast/SKILL.md
index f292e630..615690d0 100644
--- a/skills/security-scanning-security-sast/SKILL.md
+++ b/skills/security-scanning-security-sast/SKILL.md
@@ -8,7 +8,6 @@ description: 'Static Application Security Testing (SAST) for code vulnerability
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 # SAST Security Plugin
 
diff --git a/skills/segment-automation/SKILL.md b/skills/segment-automation/SKILL.md
index de6a26d2..b5dc6b4b 100644
--- a/skills/segment-automation/SKILL.md
+++ b/skills/segment-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: segment-automation
-description: 'Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.'
+description: "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Segment Automation via Rube MCP
diff --git a/skills/segment-cdp/SKILL.md b/skills/segment-cdp/SKILL.md
index 53a95131..6b0fc222 100644
--- a/skills/segment-cdp/SKILL.md
+++ b/skills/segment-cdp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: segment-cdp
-description: Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
+description: "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: data-science
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Segment CDP
diff --git a/skills/sendgrid-automation/SKILL.md b/skills/sendgrid-automation/SKILL.md
index b1353bd8..74607408 100644
--- a/skills/sendgrid-automation/SKILL.md
+++ b/skills/sendgrid-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sendgrid-automation
-description: Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
+description: "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # SendGrid Automation via Rube MCP
diff --git a/skills/senior-architect/SKILL.md b/skills/senior-architect/SKILL.md
index 8ccebd5c..f670866e 100644
--- a/skills/senior-architect/SKILL.md
+++ b/skills/senior-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: senior-architect
-description: Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...
+description: "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Senior Architect
diff --git a/skills/senior-fullstack/SKILL.md b/skills/senior-fullstack/SKILL.md
index 19220479..13346f7a 100644
--- a/skills/senior-fullstack/SKILL.md
+++ b/skills/senior-fullstack/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: senior-fullstack
-description: Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...
+description: "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Senior Fullstack
diff --git a/skills/sentry-automation/SKILL.md b/skills/sentry-automation/SKILL.md
index fe477b05..1ce20336 100644
--- a/skills/sentry-automation/SKILL.md
+++ b/skills/sentry-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sentry-automation
-description: 'Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.'
+description: "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Sentry Automation via Rube MCP
diff --git a/skills/seo-audit/SKILL.md b/skills/seo-audit/SKILL.md
index 2f9cec40..c18b817e 100644
--- a/skills/seo-audit/SKILL.md
+++ b/skills/seo-audit/SKILL.md
@@ -4,7 +4,6 @@ description: Diagnose and audit SEO issues affecting crawlability, indexation, r
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # SEO Audit
diff --git a/skills/seo-authority-builder/SKILL.md b/skills/seo-authority-builder/SKILL.md
index c87e3f9c..0b0f5605 100644
--- a/skills/seo-authority-builder/SKILL.md
+++ b/skills/seo-authority-builder/SKILL.md
@@ -10,7 +10,6 @@ description: 'Analyzes content for E-E-A-T signals and suggests improvements to
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-cannibalization-detector/SKILL.md b/skills/seo-cannibalization-detector/SKILL.md
index bf9aadda..3e909530 100644
--- a/skills/seo-cannibalization-detector/SKILL.md
+++ b/skills/seo-cannibalization-detector/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes multiple provided pages to identify keyword overlap and po
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-auditor/SKILL.md b/skills/seo-content-auditor/SKILL.md
index f36d175e..a14c617b 100644
--- a/skills/seo-content-auditor/SKILL.md
+++ b/skills/seo-content-auditor/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes provided content for quality, E-E-A-T signals, and SEO bes
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-planner/SKILL.md b/skills/seo-content-planner/SKILL.md
index 45aff1c8..e0c11ab9 100644
--- a/skills/seo-content-planner/SKILL.md
+++ b/skills/seo-content-planner/SKILL.md
@@ -10,7 +10,6 @@ description: 'Creates comprehensive content outlines and topic clusters for SEO.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-refresher/SKILL.md b/skills/seo-content-refresher/SKILL.md
index a75b1688..3be73f8d 100644
--- a/skills/seo-content-refresher/SKILL.md
+++ b/skills/seo-content-refresher/SKILL.md
@@ -4,7 +4,6 @@ description: Identifies outdated elements in provided content and suggests updat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-content-writer/SKILL.md b/skills/seo-content-writer/SKILL.md
index cc968b5b..4933f61b 100644
--- a/skills/seo-content-writer/SKILL.md
+++ b/skills/seo-content-writer/SKILL.md
@@ -4,7 +4,6 @@ description: Writes SEO-optimized content based on provided keywords and topic b
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-forensic-incident-response/SKILL.md b/skills/seo-forensic-incident-response/SKILL.md
index b5cd8f92..3f0bfb1b 100644
--- a/skills/seo-forensic-incident-response/SKILL.md
+++ b/skills/seo-forensic-incident-response/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: seo-forensic-incident-response
-description: Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
+description: "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
 risk: safe
 source: original
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # SEO Forensic Incident Response
diff --git a/skills/seo-fundamentals/SKILL.md b/skills/seo-fundamentals/SKILL.md
index 47363a3d..f79011fa 100644
--- a/skills/seo-fundamentals/SKILL.md
+++ b/skills/seo-fundamentals/SKILL.md
@@ -4,7 +4,6 @@ description: Core principles of SEO including E-E-A-T, Core Web Vitals, technica
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ---
diff --git a/skills/seo-keyword-strategist/SKILL.md b/skills/seo-keyword-strategist/SKILL.md
index ede7fbb2..7899670b 100644
--- a/skills/seo-keyword-strategist/SKILL.md
+++ b/skills/seo-keyword-strategist/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes keyword usage in provided content, calculates density, sug
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-meta-optimizer/SKILL.md b/skills/seo-meta-optimizer/SKILL.md
index 03a74918..5deba72b 100644
--- a/skills/seo-meta-optimizer/SKILL.md
+++ b/skills/seo-meta-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Creates optimized meta titles, descriptions, and URL suggestions ba
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-snippet-hunter/SKILL.md b/skills/seo-snippet-hunter/SKILL.md
index 12e07ed4..b47ad1d7 100644
--- a/skills/seo-snippet-hunter/SKILL.md
+++ b/skills/seo-snippet-hunter/SKILL.md
@@ -4,7 +4,6 @@ description: Formats content to be eligible for featured snippets and SERP featu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/seo-structure-architect/SKILL.md b/skills/seo-structure-architect/SKILL.md
index ab504e45..d62f99bc 100644
--- a/skills/seo-structure-architect/SKILL.md
+++ b/skills/seo-structure-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes and optimizes content structure including header hierarchy
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/skills/server-management/SKILL.md b/skills/server-management/SKILL.md
index 832a4dc1..0e6d9e2a 100644
--- a/skills/server-management/SKILL.md
+++ b/skills/server-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: server-management
-description: Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
+description: "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Server Management
diff --git a/skills/service-mesh-expert/SKILL.md b/skills/service-mesh-expert/SKILL.md
index 74ccbd9d..83262c00 100644
--- a/skills/service-mesh-expert/SKILL.md
+++ b/skills/service-mesh-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: service-mesh-expert
-description: Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
+description: "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Service Mesh Expert
diff --git a/skills/service-mesh-observability/SKILL.md b/skills/service-mesh-observability/SKILL.md
index 6b816a8e..fcbf6454 100644
--- a/skills/service-mesh-observability/SKILL.md
+++ b/skills/service-mesh-observability/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: service-mesh-observability
-description: Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...
+description: "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Service Mesh Observability
diff --git a/skills/shader-programming-glsl/SKILL.md b/skills/shader-programming-glsl/SKILL.md
index e0d37b70..fc4acd24 100644
--- a/skills/shader-programming-glsl/SKILL.md
+++ b/skills/shader-programming-glsl/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shader-programming-glsl
-description: Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
+description: "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Shader Programming GLSL
diff --git a/skills/sharp-edges/SKILL.md b/skills/sharp-edges/SKILL.md
index 5dfae76a..c4a407ae 100644
--- a/skills/sharp-edges/SKILL.md
+++ b/skills/sharp-edges/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sharp-edges
-description: Identify error-prone APIs and dangerous configurations
+description: "Identify error-prone APIs and dangerous configurations"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges"
+date_added: "2026-02-27"
 ---
 
 # Sharp Edges
diff --git a/skills/shodan-reconnaissance/SKILL.md b/skills/shodan-reconnaissance/SKILL.md
index e07a2cf2..9865da90 100644
--- a/skills/shodan-reconnaissance/SKILL.md
+++ b/skills/shodan-reconnaissance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shodan-reconnaissance
-description: This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges...
+description: "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Shodan Reconnaissance and Pentesting
diff --git a/skills/shopify-apps/SKILL.md b/skills/shopify-apps/SKILL.md
index c057bb3e..b4b68545 100644
--- a/skills/shopify-apps/SKILL.md
+++ b/skills/shopify-apps/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shopify-apps
-description: Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...
+description: "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Shopify Apps
diff --git a/skills/shopify-automation/SKILL.md b/skills/shopify-automation/SKILL.md
index 8f9b8a04..96fbffc5 100644
--- a/skills/shopify-automation/SKILL.md
+++ b/skills/shopify-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shopify-automation
-description: 'Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.'
+description: "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Shopify Automation via Rube MCP
diff --git a/skills/shopify-development/SKILL.md b/skills/shopify-development/SKILL.md
index a34debee..6699b38b 100644
--- a/skills/shopify-development/SKILL.md
+++ b/skills/shopify-development/SKILL.md
@@ -4,7 +4,6 @@ description: Build Shopify apps, extensions, themes using GraphQL Admin API, Sho
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Shopify Development Skill
diff --git a/skills/similarity-search-patterns/SKILL.md b/skills/similarity-search-patterns/SKILL.md
index 879e1869..49acd5d4 100644
--- a/skills/similarity-search-patterns/SKILL.md
+++ b/skills/similarity-search-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: similarity-search-patterns
-description: Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
+description: "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Similarity Search Patterns
diff --git a/skills/skill-creator-ms/SKILL.md b/skills/skill-creator-ms/SKILL.md
index 78c0068a..081d87e6 100644
--- a/skills/skill-creator-ms/SKILL.md
+++ b/skills/skill-creator-ms/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-creator-ms
-description: Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
+description: "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Skill Creator
diff --git a/skills/skill-developer/SKILL.md b/skills/skill-developer/SKILL.md
index 40372855..85979568 100644
--- a/skills/skill-developer/SKILL.md
+++ b/skills/skill-developer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-developer
-description: Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
+description: "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Skill Developer Guide
diff --git a/skills/skill-rails-upgrade/SKILL.md b/skills/skill-rails-upgrade/SKILL.md
index c279380b..0bbcda5e 100644
--- a/skills/skill-rails-upgrade/SKILL.md
+++ b/skills/skill-rails-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-rails-upgrade
-description: Analyze Rails apps and provide upgrade assessments
+description: "Analyze Rails apps and provide upgrade assessments"
 risk: safe
-source: https://github.com/robzolkos/skill-rails-upgrade
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/robzolkos/skill-rails-upgrade"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/skills/skill-router/SKILL.md b/skills/skill-router/SKILL.md
index 5eb30108..3b59e506 100644
--- a/skills/skill-router/SKILL.md
+++ b/skills/skill-router/SKILL.md
@@ -1,9 +1,8 @@
 ---
 name: skill-router
-description: Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.
+description: "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal."
 risk: safe
 source: self
-category: web-development
 ---
 
 # Skill Router
diff --git a/skills/skill-seekers/SKILL.md b/skills/skill-seekers/SKILL.md
index 516977d1..1f1f9ec8 100644
--- a/skills/skill-seekers/SKILL.md
+++ b/skills/skill-seekers/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-seekers
-description: -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
+description: "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
 risk: safe
-source: https://github.com/yusufkaraaslan/Skill_Seekers
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/yusufkaraaslan/Skill_Seekers"
+date_added: "2026-02-27"
 ---
 
 # Skill Seekers
diff --git a/skills/slack-automation/SKILL.md b/skills/slack-automation/SKILL.md
index 1bdc66eb..158f1ba4 100644
--- a/skills/slack-automation/SKILL.md
+++ b/skills/slack-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-automation
-description: Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...
+description: "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Slack Automation via Rube MCP
diff --git a/skills/slack-bot-builder/SKILL.md b/skills/slack-bot-builder/SKILL.md
index 21a8304b..5546a7d6 100644
--- a/skills/slack-bot-builder/SKILL.md
+++ b/skills/slack-bot-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-bot-builder
-description: Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...
+description: "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Slack Bot Builder
diff --git a/skills/slack-gif-creator/SKILL.md b/skills/slack-gif-creator/SKILL.md
index e55444ff..ca824d29 100644
--- a/skills/slack-gif-creator/SKILL.md
+++ b/skills/slack-gif-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-gif-creator
-description: Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "...
+description: "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Slack GIF Creator
diff --git a/skills/smtp-penetration-testing/SKILL.md b/skills/smtp-penetration-testing/SKILL.md
index 8a424524..6255da09 100644
--- a/skills/smtp-penetration-testing/SKILL.md
+++ b/skills/smtp-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: smtp-penetration-testing
-description: This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email cre...
+description: "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # SMTP Penetration Testing
diff --git a/skills/social-content/SKILL.md b/skills/social-content/SKILL.md
index f11b8825..f213beae 100644
--- a/skills/social-content/SKILL.md
+++ b/skills/social-content/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: social-content
-description: When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
+description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Social Content
diff --git a/skills/solidity-security/SKILL.md b/skills/solidity-security/SKILL.md
index 1c5b649a..d78df4b2 100644
--- a/skills/solidity-security/SKILL.md
+++ b/skills/solidity-security/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: solidity-security
-description: Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
+description: "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Solidity Security
diff --git a/skills/spark-optimization/SKILL.md b/skills/spark-optimization/SKILL.md
index 100f77b3..ba7da0fb 100644
--- a/skills/spark-optimization/SKILL.md
+++ b/skills/spark-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: spark-optimization
-description: Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
+description: "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Apache Spark Optimization
diff --git a/skills/sql-injection-testing/SKILL.md b/skills/sql-injection-testing/SKILL.md
index 89d48623..ad2bc41c 100644
--- a/skills/sql-injection-testing/SKILL.md
+++ b/skills/sql-injection-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sql-injection-testing
-description: This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
+description: "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # SQL Injection Testing
diff --git a/skills/sql-optimization-patterns/SKILL.md b/skills/sql-optimization-patterns/SKILL.md
index 76eed7a0..40959815 100644
--- a/skills/sql-optimization-patterns/SKILL.md
+++ b/skills/sql-optimization-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sql-optimization-patterns
-description: Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
+description: "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # SQL Optimization Patterns
diff --git a/skills/sql-pro/SKILL.md b/skills/sql-pro/SKILL.md
index 0f84fa75..15bdf324 100644
--- a/skills/sql-pro/SKILL.md
+++ b/skills/sql-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern SQL with cloud-native databases, OLTP/OLAP optimizati
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.
 
diff --git a/skills/sqlmap-database-pentesting/SKILL.md b/skills/sqlmap-database-pentesting/SKILL.md
index 11600d15..acd41e17 100644
--- a/skills/sqlmap-database-pentesting/SKILL.md
+++ b/skills/sqlmap-database-pentesting/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sqlmap-database-pentesting
-description: This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
+description: "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # SQLMap Database Penetration Testing
diff --git a/skills/square-automation/SKILL.md b/skills/square-automation/SKILL.md
index fa8fb36f..6b5d7cf1 100644
--- a/skills/square-automation/SKILL.md
+++ b/skills/square-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: square-automation
-description: 'Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.'
+description: "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Square Automation via Rube MCP
diff --git a/skills/ssh-penetration-testing/SKILL.md b/skills/ssh-penetration-testing/SKILL.md
index 1ffaecc3..68a5b1c3 100644
--- a/skills/ssh-penetration-testing/SKILL.md
+++ b/skills/ssh-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ssh-penetration-testing
-description: This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tu...
+description: "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # SSH Penetration Testing
diff --git a/skills/startup-analyst/SKILL.md b/skills/startup-analyst/SKILL.md
index 9b5c7e6f..1abb4160 100644
--- a/skills/startup-analyst/SKILL.md
+++ b/skills/startup-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Expert startup business analyst specializing in market sizing, fina
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/skills/startup-business-analyst-financial-projections/SKILL.md b/skills/startup-business-analyst-financial-projections/SKILL.md
index 8efadc91..ec196371 100644
--- a/skills/startup-business-analyst-financial-projections/SKILL.md
+++ b/skills/startup-business-analyst-financial-projections/SKILL.md
@@ -8,7 +8,6 @@ description: 'Create detailed 3-5 year financial model with revenue, costs, cash
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Financial Projections
diff --git a/skills/startup-business-analyst-market-opportunity/SKILL.md b/skills/startup-business-analyst-market-opportunity/SKILL.md
index e737f41b..04d6ad07 100644
--- a/skills/startup-business-analyst-market-opportunity/SKILL.md
+++ b/skills/startup-business-analyst-market-opportunity/SKILL.md
@@ -8,7 +8,6 @@ description: 'Generate comprehensive market opportunity analysis with TAM/SAM/SO
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Market Opportunity Analysis
diff --git a/skills/startup-financial-modeling/SKILL.md b/skills/startup-financial-modeling/SKILL.md
index 3da5070e..2c9c6b65 100644
--- a/skills/startup-financial-modeling/SKILL.md
+++ b/skills/startup-financial-modeling/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"create financia
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Startup Financial Modeling
diff --git a/skills/stitch-ui-design/SKILL.md b/skills/stitch-ui-design/SKILL.md
index 4190162d..1b7c7822 100644
--- a/skills/stitch-ui-design/SKILL.md
+++ b/skills/stitch-ui-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stitch-ui-design
-description: Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
+description: "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Stitch UI Design Prompting
diff --git a/skills/stride-analysis-patterns/SKILL.md b/skills/stride-analysis-patterns/SKILL.md
index 5b8dcbb8..e3b6f3a2 100644
--- a/skills/stride-analysis-patterns/SKILL.md
+++ b/skills/stride-analysis-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stride-analysis-patterns
-description: Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
+description: "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # STRIDE Analysis Patterns
diff --git a/skills/stripe-automation/SKILL.md b/skills/stripe-automation/SKILL.md
index 99ba9735..2e63dedf 100644
--- a/skills/stripe-automation/SKILL.md
+++ b/skills/stripe-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stripe-automation
-description: 'Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.'
+description: "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Stripe Automation via Rube MCP
diff --git a/skills/stripe-integration/SKILL.md b/skills/stripe-integration/SKILL.md
index 58a3f048..44d4ea3d 100644
--- a/skills/stripe-integration/SKILL.md
+++ b/skills/stripe-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stripe-integration
-description: Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...
+description: "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Stripe Integration
diff --git a/skills/subagent-driven-development/SKILL.md b/skills/subagent-driven-development/SKILL.md
index ede05b1e..af91b276 100644
--- a/skills/subagent-driven-development/SKILL.md
+++ b/skills/subagent-driven-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: subagent-driven-development
-description: Use when executing implementation plans with independent tasks in the current session
+description: "Use when executing implementation plans with independent tasks in the current session"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Subagent-Driven Development
diff --git a/skills/supabase-automation/SKILL.md b/skills/supabase-automation/SKILL.md
index 5d4ac8a1..c13cc979 100644
--- a/skills/supabase-automation/SKILL.md
+++ b/skills/supabase-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: supabase-automation
-description: Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Supabase Automation via Rube MCP
diff --git a/skills/swiftui-expert-skill/SKILL.md b/skills/swiftui-expert-skill/SKILL.md
index c3b8d062..11f49c76 100644
--- a/skills/swiftui-expert-skill/SKILL.md
+++ b/skills/swiftui-expert-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: swiftui-expert-skill
-description: Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...
+description: "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
 risk: safe
-source: https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill"
+date_added: "2026-02-27"
 ---
 
 # SwiftUI Expert Skill
diff --git a/skills/systematic-debugging/SKILL.md b/skills/systematic-debugging/SKILL.md
index 0aebfc7d..bdc79b55 100644
--- a/skills/systematic-debugging/SKILL.md
+++ b/skills/systematic-debugging/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: systematic-debugging
-description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
+description: "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Systematic Debugging
diff --git a/skills/systems-programming-rust-project/SKILL.md b/skills/systems-programming-rust-project/SKILL.md
index 9866b441..7fb500d2 100644
--- a/skills/systems-programming-rust-project/SKILL.md
+++ b/skills/systems-programming-rust-project/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: systems-programming-rust-project
-description: You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing
+description: "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Rust Project Scaffolding
diff --git a/skills/tailwind-design-system/SKILL.md b/skills/tailwind-design-system/SKILL.md
index a6052e0c..dbbc9c80 100644
--- a/skills/tailwind-design-system/SKILL.md
+++ b/skills/tailwind-design-system/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tailwind-design-system
-description: Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
+description: "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Tailwind Design System
diff --git a/skills/tailwind-patterns/SKILL.md b/skills/tailwind-patterns/SKILL.md
index 2537d289..77597623 100644
--- a/skills/tailwind-patterns/SKILL.md
+++ b/skills/tailwind-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tailwind-patterns
-description: Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
+description: "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Tailwind CSS Patterns (v4 - 2025)
diff --git a/skills/tavily-web/SKILL.md b/skills/tavily-web/SKILL.md
index 08dc298d..e22cff4a 100644
--- a/skills/tavily-web/SKILL.md
+++ b/skills/tavily-web/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tavily-web
-description: Web search, content extraction, crawling, and research capabilities using Tavily API
+description: "Web search, content extraction, crawling, and research capabilities using Tavily API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # tavily-web
diff --git a/skills/tdd-orchestrator/SKILL.md b/skills/tdd-orchestrator/SKILL.md
index 0b8bf9c6..7f6a031d 100644
--- a/skills/tdd-orchestrator/SKILL.md
+++ b/skills/tdd-orchestrator/SKILL.md
@@ -4,7 +4,6 @@ description: Master TDD orchestrator specializing in red-green-refactor discipli
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/tdd-workflow/SKILL.md b/skills/tdd-workflow/SKILL.md
index 9bfdf7d7..15c8f99c 100644
--- a/skills/tdd-workflow/SKILL.md
+++ b/skills/tdd-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflow
-description: Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
+description: "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # TDD Workflow
diff --git a/skills/tdd-workflows-tdd-cycle/SKILL.md b/skills/tdd-workflows-tdd-cycle/SKILL.md
index efd91e0d..68e12a1f 100644
--- a/skills/tdd-workflows-tdd-cycle/SKILL.md
+++ b/skills/tdd-workflows-tdd-cycle/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-cycle
-description: Use when working with tdd workflows tdd cycle
+description: "Use when working with tdd workflows tdd cycle"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/skills/tdd-workflows-tdd-green/SKILL.md b/skills/tdd-workflows-tdd-green/SKILL.md
index 3d4057ed..29e85641 100644
--- a/skills/tdd-workflows-tdd-green/SKILL.md
+++ b/skills/tdd-workflows-tdd-green/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-green
-description: Implement the minimal code needed to make failing tests pass in the TDD green phase.
+description: "Implement the minimal code needed to make failing tests pass in the TDD green phase."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Green Phase: Simple function
diff --git a/skills/tdd-workflows-tdd-red/SKILL.md b/skills/tdd-workflows-tdd-red/SKILL.md
index 18ff8621..3fe9e30c 100644
--- a/skills/tdd-workflows-tdd-red/SKILL.md
+++ b/skills/tdd-workflows-tdd-red/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-red
-description: Generate failing tests for the TDD red phase to define expected behavior and edge cases.
+description: "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 Write comprehensive failing tests following TDD red phase principles.
diff --git a/skills/tdd-workflows-tdd-refactor/SKILL.md b/skills/tdd-workflows-tdd-refactor/SKILL.md
index 83c826f6..0bfa2307 100644
--- a/skills/tdd-workflows-tdd-refactor/SKILL.md
+++ b/skills/tdd-workflows-tdd-refactor/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-refactor
-description: Use when working with tdd workflows tdd refactor
+description: "Use when working with tdd workflows tdd refactor"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/skills/team-collaboration-issue/SKILL.md b/skills/team-collaboration-issue/SKILL.md
index 572f9040..af766758 100644
--- a/skills/team-collaboration-issue/SKILL.md
+++ b/skills/team-collaboration-issue/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: team-collaboration-issue
-description: You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
+description: "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Issue Resolution Expert
diff --git a/skills/team-collaboration-standup-notes/SKILL.md b/skills/team-collaboration-standup-notes/SKILL.md
index 8168a127..5dd735c9 100644
--- a/skills/team-collaboration-standup-notes/SKILL.md
+++ b/skills/team-collaboration-standup-notes/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: team-collaboration-standup-notes
-description: You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
+description: "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Standup Notes Generator
diff --git a/skills/telegram-automation/SKILL.md b/skills/telegram-automation/SKILL.md
index 5974c2a8..8aeec09e 100644
--- a/skills/telegram-automation/SKILL.md
+++ b/skills/telegram-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-automation
-description: 'Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.'
+description: "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Telegram Automation via Rube MCP
diff --git a/skills/telegram-bot-builder/SKILL.md b/skills/telegram-bot-builder/SKILL.md
index a6446450..08660858 100644
--- a/skills/telegram-bot-builder/SKILL.md
+++ b/skills/telegram-bot-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-bot-builder
-description: Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...
+description: "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Telegram Bot Builder
diff --git a/skills/telegram-mini-app/SKILL.md b/skills/telegram-mini-app/SKILL.md
index 0faa6384..b936d054 100644
--- a/skills/telegram-mini-app/SKILL.md
+++ b/skills/telegram-mini-app/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-mini-app
-description: Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...
+description: "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Telegram Mini App
diff --git a/skills/temporal-golang-pro/SKILL.md b/skills/temporal-golang-pro/SKILL.md
index d8d0a745..aabe4c5d 100644
--- a/skills/temporal-golang-pro/SKILL.md
+++ b/skills/temporal-golang-pro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: temporal-golang-pro
-description: Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.
+description: "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Temporal Go SDK (temporal-golang-pro)
diff --git a/skills/temporal-python-pro/SKILL.md b/skills/temporal-python-pro/SKILL.md
index 05d49c07..1e3e368f 100644
--- a/skills/temporal-python-pro/SKILL.md
+++ b/skills/temporal-python-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Temporal workflow orchestration with Python SDK. Implements
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/skills/temporal-python-testing/SKILL.md b/skills/temporal-python-testing/SKILL.md
index 190179b1..b23f4877 100644
--- a/skills/temporal-python-testing/SKILL.md
+++ b/skills/temporal-python-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: temporal-python-testing
-description: Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...
+description: "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Temporal Python Testing Strategies
diff --git a/skills/terraform-aws-modules/SKILL.md b/skills/terraform-aws-modules/SKILL.md
index 4f7c8dac..62cf1541 100644
--- a/skills/terraform-aws-modules/SKILL.md
+++ b/skills/terraform-aws-modules/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-aws-modules
-description: Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
+description: "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 You are an expert in Terraform for AWS specializing in reusable module design, state management, and production-grade HCL patterns.
 
diff --git a/skills/terraform-module-library/SKILL.md b/skills/terraform-module-library/SKILL.md
index 60266a05..e68c2c3d 100644
--- a/skills/terraform-module-library/SKILL.md
+++ b/skills/terraform-module-library/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-module-library
-description: Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...
+description: "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Terraform Module Library
diff --git a/skills/terraform-skill/SKILL.md b/skills/terraform-skill/SKILL.md
index 7c04fb29..83480bf6 100644
--- a/skills/terraform-skill/SKILL.md
+++ b/skills/terraform-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-skill
-description: Terraform infrastructure as code best practices
+description: "Terraform infrastructure as code best practices"
 risk: safe
-source: https://github.com/antonbabenko/terraform-skill
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/antonbabenko/terraform-skill"
+date_added: "2026-02-27"
 ---
 # Terraform Skill for Claude
 
diff --git a/skills/terraform-specialist/SKILL.md b/skills/terraform-specialist/SKILL.md
index 772325a4..de9aa73a 100644
--- a/skills/terraform-specialist/SKILL.md
+++ b/skills/terraform-specialist/SKILL.md
@@ -4,7 +4,6 @@ description: Expert Terraform/OpenTofu specialist mastering advanced IaC automat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.
 
diff --git a/skills/test-automator/SKILL.md b/skills/test-automator/SKILL.md
index 47cbdc40..fca450ba 100644
--- a/skills/test-automator/SKILL.md
+++ b/skills/test-automator/SKILL.md
@@ -4,7 +4,6 @@ description: Master AI-powered test automation with modern frameworks, self-heal
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/test-driven-development/SKILL.md b/skills/test-driven-development/SKILL.md
index f600a8c3..ff26c568 100644
--- a/skills/test-driven-development/SKILL.md
+++ b/skills/test-driven-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: test-driven-development
-description: Use when implementing any feature or bugfix, before writing implementation code
+description: "Use when implementing any feature or bugfix, before writing implementation code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Test-Driven Development (TDD)
diff --git a/skills/test-fixing/SKILL.md b/skills/test-fixing/SKILL.md
index 3ef1aedd..c26c0880 100644
--- a/skills/test-fixing/SKILL.md
+++ b/skills/test-fixing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: test-fixing
-description: Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...
+description: "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Test Fixing
diff --git a/skills/testing-patterns/SKILL.md b/skills/testing-patterns/SKILL.md
index 2ffb2cc2..ac371ab1 100644
--- a/skills/testing-patterns/SKILL.md
+++ b/skills/testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: testing-patterns
-description: Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
+description: "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Testing Patterns and Utilities
diff --git a/skills/theme-factory/SKILL.md b/skills/theme-factory/SKILL.md
index f35ac4fd..db019bf6 100644
--- a/skills/theme-factory/SKILL.md
+++ b/skills/theme-factory/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: theme-factory
-description: Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...
+description: "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 
diff --git a/skills/threat-mitigation-mapping/SKILL.md b/skills/threat-mitigation-mapping/SKILL.md
index a57ea83f..a4f68a21 100644
--- a/skills/threat-mitigation-mapping/SKILL.md
+++ b/skills/threat-mitigation-mapping/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threat-mitigation-mapping
-description: Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
+description: "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Threat Mitigation Mapping
diff --git a/skills/threat-modeling-expert/SKILL.md b/skills/threat-modeling-expert/SKILL.md
index ebab7839..2a9b0fff 100644
--- a/skills/threat-modeling-expert/SKILL.md
+++ b/skills/threat-modeling-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threat-modeling-expert
-description: Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...
+description: "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Threat Modeling Expert
diff --git a/skills/threejs-skills/SKILL.md b/skills/threejs-skills/SKILL.md
index 390576c9..5164d146 100644
--- a/skills/threejs-skills/SKILL.md
+++ b/skills/threejs-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threejs-skills
-description: Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
+description: "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
 risk: safe
-source: https://github.com/CloudAI-X/threejs-skills
-date_added: '2026-02-27'
-category: game-development
+source: "https://github.com/CloudAI-X/threejs-skills"
+date_added: "2026-02-27"
 ---
 
 # Three.js Skills
diff --git a/skills/tiktok-automation/SKILL.md b/skills/tiktok-automation/SKILL.md
index 63b0349e..0503dad0 100644
--- a/skills/tiktok-automation/SKILL.md
+++ b/skills/tiktok-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tiktok-automation
-description: 'Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.'
+description: "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # TikTok Automation via Rube MCP
diff --git a/skills/todoist-automation/SKILL.md b/skills/todoist-automation/SKILL.md
index f9f0e4bc..df7d1019 100644
--- a/skills/todoist-automation/SKILL.md
+++ b/skills/todoist-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: todoist-automation
-description: Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Todoist Automation via Rube MCP
diff --git a/skills/top-web-vulnerabilities/SKILL.md b/skills/top-web-vulnerabilities/SKILL.md
index 6f08c1cb..97525c3d 100644
--- a/skills/top-web-vulnerabilities/SKILL.md
+++ b/skills/top-web-vulnerabilities/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: top-web-vulnerabilities
-description: This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about inject...
+description: "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Top 100 Web Vulnerabilities Reference
diff --git a/skills/track-management/SKILL.md b/skills/track-management/SKILL.md
index 27b042ba..c6332bc2 100644
--- a/skills/track-management/SKILL.md
+++ b/skills/track-management/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when creating, managing, or working with Conductor t
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Track Management
diff --git a/skills/trello-automation/SKILL.md b/skills/trello-automation/SKILL.md
index 4e125afe..aa3483af 100644
--- a/skills/trello-automation/SKILL.md
+++ b/skills/trello-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: trello-automation
-description: Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
+description: "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Trello Automation via Rube MCP
diff --git a/skills/trigger-dev/SKILL.md b/skills/trigger-dev/SKILL.md
index d26c9d36..90c178ad 100644
--- a/skills/trigger-dev/SKILL.md
+++ b/skills/trigger-dev/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: trigger-dev
-description: 'Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...'
+description: "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Trigger.dev Integration
diff --git a/skills/turborepo-caching/SKILL.md b/skills/turborepo-caching/SKILL.md
index f2996cd6..a466fcfe 100644
--- a/skills/turborepo-caching/SKILL.md
+++ b/skills/turborepo-caching/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: turborepo-caching
-description: Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
+description: "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Turborepo Caching
diff --git a/skills/tutorial-engineer/SKILL.md b/skills/tutorial-engineer/SKILL.md
index c084cf81..a7e7b889 100644
--- a/skills/tutorial-engineer/SKILL.md
+++ b/skills/tutorial-engineer/SKILL.md
@@ -5,8 +5,7 @@ risk: safe
 source: community
 date_added: '2026-03-02'
 metadata:
-  version: 2.0.0
-category: content
+  version: '2.0.0'
 ---
 
 ## Use this skill when
diff --git a/skills/twilio-communications/SKILL.md b/skills/twilio-communications/SKILL.md
index 269aaaf6..1f129575 100644
--- a/skills/twilio-communications/SKILL.md
+++ b/skills/twilio-communications/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: twilio-communications
-description: 'Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...'
+description: "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Twilio Communications
diff --git a/skills/twitter-automation/SKILL.md b/skills/twitter-automation/SKILL.md
index 7b258a6c..af6f03df 100644
--- a/skills/twitter-automation/SKILL.md
+++ b/skills/twitter-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: twitter-automation
-description: 'Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.'
+description: "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Twitter/X Automation via Rube MCP
diff --git a/skills/typescript-advanced-types/SKILL.md b/skills/typescript-advanced-types/SKILL.md
index 81e679c0..f3ec0260 100644
--- a/skills/typescript-advanced-types/SKILL.md
+++ b/skills/typescript-advanced-types/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: typescript-advanced-types
-description: Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...
+description: "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # TypeScript Advanced Types
diff --git a/skills/typescript-pro/SKILL.md b/skills/typescript-pro/SKILL.md
index bd80c0f3..a3a825b5 100644
--- a/skills/typescript-pro/SKILL.md
+++ b/skills/typescript-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master TypeScript with advanced types, generics, and strict type sa
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 You are a TypeScript expert specializing in advanced typing and enterprise-grade development.
 
diff --git a/skills/ui-skills/SKILL.md b/skills/ui-skills/SKILL.md
index a46f3b17..535f96b4 100644
--- a/skills/ui-skills/SKILL.md
+++ b/skills/ui-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ui-skills
-description: Opinionated, evolving constraints to guide agents when building interfaces
+description: "Opinionated, evolving constraints to guide agents when building interfaces"
 risk: safe
-source: https://github.com/ibelick/ui-skills
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/ibelick/ui-skills"
+date_added: "2026-02-27"
 ---
 
 # Ui Skills
diff --git a/skills/ui-ux-designer/SKILL.md b/skills/ui-ux-designer/SKILL.md
index 7c763b66..1ee5b3a4 100644
--- a/skills/ui-ux-designer/SKILL.md
+++ b/skills/ui-ux-designer/SKILL.md
@@ -4,7 +4,6 @@ description: Create interface designs, wireframes, and design systems. Masters u
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/skills/ui-ux-pro-max/SKILL.md b/skills/ui-ux-pro-max/SKILL.md
index 9e97148e..c0550f82 100644
--- a/skills/ui-ux-pro-max/SKILL.md
+++ b/skills/ui-ux-pro-max/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ui-ux-pro-max
-description: 'UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...'
+description: "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # UI/UX Pro Max - Design Intelligence
diff --git a/skills/ui-visual-validator/SKILL.md b/skills/ui-visual-validator/SKILL.md
index df5e2be0..f980a302 100644
--- a/skills/ui-visual-validator/SKILL.md
+++ b/skills/ui-visual-validator/SKILL.md
@@ -4,7 +4,6 @@ description: Rigorous visual validation expert specializing in UI testing, desig
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/skills/unit-testing-test-generate/SKILL.md b/skills/unit-testing-test-generate/SKILL.md
index beea9ccc..69831a17 100644
--- a/skills/unit-testing-test-generate/SKILL.md
+++ b/skills/unit-testing-test-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unit-testing-test-generate
-description: Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
+description: "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Automated Unit Test Generation
diff --git a/skills/unity-developer/SKILL.md b/skills/unity-developer/SKILL.md
index 5652f385..717c53a7 100644
--- a/skills/unity-developer/SKILL.md
+++ b/skills/unity-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build Unity games with optimized C# scripts, efficient rendering, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 ## Use this skill when
diff --git a/skills/unity-ecs-patterns/SKILL.md b/skills/unity-ecs-patterns/SKILL.md
index a5ec7647..17bc1afc 100644
--- a/skills/unity-ecs-patterns/SKILL.md
+++ b/skills/unity-ecs-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unity-ecs-patterns
-description: Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...
+description: "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Unity ECS Patterns
diff --git a/skills/unreal-engine-cpp-pro/SKILL.md b/skills/unreal-engine-cpp-pro/SKILL.md
index 3b0484fb..fbe8e5b2 100644
--- a/skills/unreal-engine-cpp-pro/SKILL.md
+++ b/skills/unreal-engine-cpp-pro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unreal-engine-cpp-pro
-description: Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
+description: "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Unreal Engine C++ Pro
diff --git a/skills/upgrading-expo/SKILL.md b/skills/upgrading-expo/SKILL.md
index bf1eb6de..a9382eea 100644
--- a/skills/upgrading-expo/SKILL.md
+++ b/skills/upgrading-expo/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: upgrading-expo
-description: Upgrade Expo SDK versions
+description: "Upgrade Expo SDK versions"
 risk: safe
-source: https://github.com/expo/skills/tree/main/plugins/upgrading-expo
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/expo/skills/tree/main/plugins/upgrading-expo"
+date_added: "2026-02-27"
 ---
 
 # Upgrading Expo
diff --git a/skills/upstash-qstash/SKILL.md b/skills/upstash-qstash/SKILL.md
index d688d0d1..001ae864 100644
--- a/skills/upstash-qstash/SKILL.md
+++ b/skills/upstash-qstash/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: upstash-qstash
-description: 'Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...'
+description: "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Upstash QStash
diff --git a/skills/using-git-worktrees/SKILL.md b/skills/using-git-worktrees/SKILL.md
index 3818399d..ce7c1c4b 100644
--- a/skills/using-git-worktrees/SKILL.md
+++ b/skills/using-git-worktrees/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: using-git-worktrees
-description: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...
+description: "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Using Git Worktrees
diff --git a/skills/using-neon/SKILL.md b/skills/using-neon/SKILL.md
index 386be84b..fcc4eb55 100644
--- a/skills/using-neon/SKILL.md
+++ b/skills/using-neon/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: using-neon
-description: Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...
+description: "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
 risk: safe
-source: https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres"
+date_added: "2026-02-27"
 ---
 
 # Neon Serverless Postgres
diff --git a/skills/uv-package-manager/SKILL.md b/skills/uv-package-manager/SKILL.md
index f79dda92..0185d452 100644
--- a/skills/uv-package-manager/SKILL.md
+++ b/skills/uv-package-manager/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: uv-package-manager
-description: Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...
+description: "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # UV Package Manager
diff --git a/skills/varlock-claude-skill/SKILL.md b/skills/varlock-claude-skill/SKILL.md
index bc494d07..bff876f8 100644
--- a/skills/varlock-claude-skill/SKILL.md
+++ b/skills/varlock-claude-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: varlock-claude-skill
-description: Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
+description: "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
 risk: safe
-source: https://github.com/wrsmith108/varlock-claude-skill
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/wrsmith108/varlock-claude-skill"
+date_added: "2026-02-27"
 ---
 
 # Varlock Claude Skill
diff --git a/skills/vector-database-engineer/SKILL.md b/skills/vector-database-engineer/SKILL.md
index cc370dda..5665d741 100644
--- a/skills/vector-database-engineer/SKILL.md
+++ b/skills/vector-database-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vector-database-engineer
-description: Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
+description: "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Vector Database Engineer
diff --git a/skills/vector-index-tuning/SKILL.md b/skills/vector-index-tuning/SKILL.md
index ad0fc24f..033251cf 100644
--- a/skills/vector-index-tuning/SKILL.md
+++ b/skills/vector-index-tuning/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vector-index-tuning
-description: Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
+description: "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Vector Index Tuning
diff --git a/skills/vercel-automation/SKILL.md b/skills/vercel-automation/SKILL.md
index f7c1e3b0..93f488ea 100644
--- a/skills/vercel-automation/SKILL.md
+++ b/skills/vercel-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-automation
-description: 'Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.'
+description: "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Vercel Automation via Rube MCP
diff --git a/skills/vercel-deploy-claimable/SKILL.md b/skills/vercel-deploy-claimable/SKILL.md
index 4b638775..79f28742 100644
--- a/skills/vercel-deploy-claimable/SKILL.md
+++ b/skills/vercel-deploy-claimable/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-deploy-claimable
-description: Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...
+description: "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
 risk: safe
-source: https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable"
+date_added: "2026-02-27"
 ---
 
 # Vercel Deploy
diff --git a/skills/vercel-deployment/SKILL.md b/skills/vercel-deployment/SKILL.md
index 14c16d42..69d56686 100644
--- a/skills/vercel-deployment/SKILL.md
+++ b/skills/vercel-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-deployment
-description: 'Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.'
+description: "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
 risk: safe
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: devops
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Vercel Deployment
diff --git a/skills/verification-before-completion/SKILL.md b/skills/verification-before-completion/SKILL.md
index 904f31e6..da365dbc 100644
--- a/skills/verification-before-completion/SKILL.md
+++ b/skills/verification-before-completion/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: verification-before-completion
-description: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...
+description: "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Verification Before Completion
diff --git a/skills/vexor/SKILL.md b/skills/vexor/SKILL.md
index 517be991..c086e98f 100644
--- a/skills/vexor/SKILL.md
+++ b/skills/vexor/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vexor
-description: Vector-powered CLI for semantic file search with a Claude/Codex skill
+description: "Vector-powered CLI for semantic file search with a Claude/Codex skill"
 risk: safe
-source: https://github.com/scarletkc/vexor
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/scarletkc/vexor"
+date_added: "2026-02-27"
 ---
 
 # Vexor
diff --git a/skills/vibe-code-auditor/SKILL.md b/skills/vibe-code-auditor/SKILL.md
index ff3b82a9..ed7d0497 100644
--- a/skills/vibe-code-auditor/SKILL.md
+++ b/skills/vibe-code-auditor/SKILL.md
@@ -3,10 +3,9 @@ name: vibe-code-auditor
 description: Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
 risk: safe
 source: original
-date_added: '2026-02-28'
+date_added: "2026-02-28"
 metadata:
   version: 2.0.0
-category: ai-ml
 ---
 
 # Vibe Code Auditor
diff --git a/skills/viral-generator-builder/SKILL.md b/skills/viral-generator-builder/SKILL.md
index 421bec01..e0ea3de9 100644
--- a/skills/viral-generator-builder/SKILL.md
+++ b/skills/viral-generator-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: viral-generator-builder
-description: Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
+description: "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: testing
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Viral Generator Builder
diff --git a/skills/voice-agents/SKILL.md b/skills/voice-agents/SKILL.md
index 36e19ca9..1ad60f7f 100644
--- a/skills/voice-agents/SKILL.md
+++ b/skills/voice-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-agents
-description: Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...
+description: "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Voice Agents
diff --git a/skills/voice-ai-development/SKILL.md b/skills/voice-ai-development/SKILL.md
index 9bcb1fe5..bf842194 100644
--- a/skills/voice-ai-development/SKILL.md
+++ b/skills/voice-ai-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-ai-development
-description: Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...
+description: "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Voice AI Development
diff --git a/skills/voice-ai-engine-development/SKILL.md b/skills/voice-ai-engine-development/SKILL.md
index a1380eb3..9b361408 100644
--- a/skills/voice-ai-engine-development/SKILL.md
+++ b/skills/voice-ai-engine-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-ai-engine-development
-description: Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
+description: "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Voice AI Engine Development
diff --git a/skills/vulnerability-scanner/SKILL.md b/skills/vulnerability-scanner/SKILL.md
index 7ffbfd48..6f9b0731 100644
--- a/skills/vulnerability-scanner/SKILL.md
+++ b/skills/vulnerability-scanner/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vulnerability-scanner
-description: Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
+description: "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Vulnerability Scanner
diff --git a/skills/wcag-audit-patterns/SKILL.md b/skills/wcag-audit-patterns/SKILL.md
index ca89ca95..50fc813f 100644
--- a/skills/wcag-audit-patterns/SKILL.md
+++ b/skills/wcag-audit-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wcag-audit-patterns
-description: Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
+description: "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # WCAG Audit Patterns
diff --git a/skills/web-artifacts-builder/SKILL.md b/skills/web-artifacts-builder/SKILL.md
index ed41711a..5338e3d2 100644
--- a/skills/web-artifacts-builder/SKILL.md
+++ b/skills/web-artifacts-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-artifacts-builder
-description: Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
+description: "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Artifacts Builder
diff --git a/skills/web-design-guidelines/SKILL.md b/skills/web-design-guidelines/SKILL.md
index 20c409cc..01dbb9cd 100644
--- a/skills/web-design-guidelines/SKILL.md
+++ b/skills/web-design-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-design-guidelines
-description: Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site aga...
+description: "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Interface Guidelines
diff --git a/skills/web-performance-optimization/SKILL.md b/skills/web-performance-optimization/SKILL.md
index e5531be1..22b865fb 100644
--- a/skills/web-performance-optimization/SKILL.md
+++ b/skills/web-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-performance-optimization
-description: Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
+description: "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Performance Optimization
diff --git a/skills/web3-testing/SKILL.md b/skills/web3-testing/SKILL.md
index 064d1dee..69cf11d2 100644
--- a/skills/web3-testing/SKILL.md
+++ b/skills/web3-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web3-testing
-description: Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...
+description: "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Web3 Smart Contract Testing
diff --git a/skills/webapp-testing/SKILL.md b/skills/webapp-testing/SKILL.md
index 4d33c191..1a761887 100644
--- a/skills/webapp-testing/SKILL.md
+++ b/skills/webapp-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: webapp-testing
-description: Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...
+description: "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Application Testing
diff --git a/skills/webflow-automation/SKILL.md b/skills/webflow-automation/SKILL.md
index 201beccd..a8c94c99 100644
--- a/skills/webflow-automation/SKILL.md
+++ b/skills/webflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: webflow-automation
-description: Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Webflow Automation via Rube MCP
diff --git a/skills/whatsapp-automation/SKILL.md b/skills/whatsapp-automation/SKILL.md
index c1a9c519..b3c0e70a 100644
--- a/skills/whatsapp-automation/SKILL.md
+++ b/skills/whatsapp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: whatsapp-automation
-description: 'Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.'
+description: "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # WhatsApp Business Automation via Rube MCP
diff --git a/skills/wiki-architect/SKILL.md b/skills/wiki-architect/SKILL.md
index e6259753..8358be60 100644
--- a/skills/wiki-architect/SKILL.md
+++ b/skills/wiki-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-architect
-description: Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...
+description: "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Architect
diff --git a/skills/wiki-changelog/SKILL.md b/skills/wiki-changelog/SKILL.md
index 67187826..dcf714a3 100644
--- a/skills/wiki-changelog/SKILL.md
+++ b/skills/wiki-changelog/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-changelog
-description: Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...
+description: "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Wiki Changelog
diff --git a/skills/wiki-onboarding/SKILL.md b/skills/wiki-onboarding/SKILL.md
index 9b2be7e4..1ee9d2f9 100644
--- a/skills/wiki-onboarding/SKILL.md
+++ b/skills/wiki-onboarding/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-onboarding
-description: Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...
+description: "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Onboarding Guide Generator
diff --git a/skills/wiki-page-writer/SKILL.md b/skills/wiki-page-writer/SKILL.md
index 5b5a9b89..875a6eff 100644
--- a/skills/wiki-page-writer/SKILL.md
+++ b/skills/wiki-page-writer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-page-writer
-description: Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...
+description: "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Page Writer
diff --git a/skills/wiki-qa/SKILL.md b/skills/wiki-qa/SKILL.md
index daeda2a6..0446e931 100644
--- a/skills/wiki-qa/SKILL.md
+++ b/skills/wiki-qa/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-qa
-description: Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
+description: "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Wiki Q&A
diff --git a/skills/wiki-vitepress/SKILL.md b/skills/wiki-vitepress/SKILL.md
index 5aa96a99..80c40073 100644
--- a/skills/wiki-vitepress/SKILL.md
+++ b/skills/wiki-vitepress/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-vitepress
-description: Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...
+description: "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki VitePress Packager
diff --git a/skills/windows-privilege-escalation/SKILL.md b/skills/windows-privilege-escalation/SKILL.md
index 4b19a90b..c60ddfcf 100644
--- a/skills/windows-privilege-escalation/SKILL.md
+++ b/skills/windows-privilege-escalation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: windows-privilege-escalation
-description: This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows miscon...
+description: "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Windows Privilege Escalation
diff --git a/skills/wordpress-penetration-testing/SKILL.md b/skills/wordpress-penetration-testing/SKILL.md
index 82e0bf21..64d2536b 100644
--- a/skills/wordpress-penetration-testing/SKILL.md
+++ b/skills/wordpress-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wordpress-penetration-testing
-description: This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugins", "exploit WordPress vu...
+description: "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # WordPress Penetration Testing
diff --git a/skills/workflow-automation/SKILL.md b/skills/workflow-automation/SKILL.md
index e715e70b..5a9e0bed 100644
--- a/skills/workflow-automation/SKILL.md
+++ b/skills/workflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: workflow-automation
-description: Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
+description: "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Workflow Automation
diff --git a/skills/workflow-orchestration-patterns/SKILL.md b/skills/workflow-orchestration-patterns/SKILL.md
index 7b2b29c4..ed6cb7c6 100644
--- a/skills/workflow-orchestration-patterns/SKILL.md
+++ b/skills/workflow-orchestration-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: workflow-orchestration-patterns
-description: Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
+description: "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Workflow Orchestration Patterns
diff --git a/skills/workflow-patterns/SKILL.md b/skills/workflow-patterns/SKILL.md
index ec31bc46..e533ed51 100644
--- a/skills/workflow-patterns/SKILL.md
+++ b/skills/workflow-patterns/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when implementing tasks according to Conductor's TDD
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Workflow Patterns
diff --git a/skills/wrike-automation/SKILL.md b/skills/wrike-automation/SKILL.md
index a1a55ab0..91ce54b3 100644
--- a/skills/wrike-automation/SKILL.md
+++ b/skills/wrike-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wrike-automation
-description: 'Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.'
+description: "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Wrike Automation via Rube MCP
diff --git a/skills/writing-plans/SKILL.md b/skills/writing-plans/SKILL.md
index d50ff636..de1321f9 100644
--- a/skills/writing-plans/SKILL.md
+++ b/skills/writing-plans/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: writing-plans
-description: Use when you have a spec or requirements for a multi-step task, before touching code
+description: "Use when you have a spec or requirements for a multi-step task, before touching code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Writing Plans
diff --git a/skills/x-article-publisher-skill/SKILL.md b/skills/x-article-publisher-skill/SKILL.md
index 360245c9..a1af104a 100644
--- a/skills/x-article-publisher-skill/SKILL.md
+++ b/skills/x-article-publisher-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: x-article-publisher-skill
-description: Publish articles to X/Twitter
+description: "Publish articles to X/Twitter"
 risk: safe
-source: https://github.com/wshuyi/x-article-publisher-skill
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/wshuyi/x-article-publisher-skill"
+date_added: "2026-02-27"
 ---
 
 # X Article Publisher Skill
diff --git a/skills/xlsx-official/SKILL.md b/skills/xlsx-official/SKILL.md
index 599efa91..0d746c3e 100644
--- a/skills/xlsx-official/SKILL.md
+++ b/skills/xlsx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: xlsx-official
-description: Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
+description: "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Requirements for Outputs
diff --git a/skills/xss-html-injection/SKILL.md b/skills/xss-html-injection/SKILL.md
index 5f09542d..11a0442e 100644
--- a/skills/xss-html-injection/SKILL.md
+++ b/skills/xss-html-injection/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: xss-html-injection
-description: This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection...
+description: "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Cross-Site Scripting and HTML Injection Testing
diff --git a/skills/youtube-automation/SKILL.md b/skills/youtube-automation/SKILL.md
index 25970386..bdf131e8 100644
--- a/skills/youtube-automation/SKILL.md
+++ b/skills/youtube-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: youtube-automation
-description: 'Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.'
+description: "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # YouTube Automation via Rube MCP
diff --git a/skills/zapier-make-patterns/SKILL.md b/skills/zapier-make-patterns/SKILL.md
index dcc6d6e3..197c911f 100644
--- a/skills/zapier-make-patterns/SKILL.md
+++ b/skills/zapier-make-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zapier-make-patterns
-description: No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...
+description: "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Zapier & Make Patterns
diff --git a/skills/zendesk-automation/SKILL.md b/skills/zendesk-automation/SKILL.md
index 9ada5cfe..514db691 100644
--- a/skills/zendesk-automation/SKILL.md
+++ b/skills/zendesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zendesk-automation
-description: 'Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.'
+description: "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zendesk Automation via Rube MCP
diff --git a/skills/zoho-crm-automation/SKILL.md b/skills/zoho-crm-automation/SKILL.md
index 2d669174..071bc91a 100644
--- a/skills/zoho-crm-automation/SKILL.md
+++ b/skills/zoho-crm-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zoho-crm-automation
-description: 'Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.'
+description: "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zoho CRM Automation via Rube MCP
diff --git a/skills/zoom-automation/SKILL.md b/skills/zoom-automation/SKILL.md
index d7397f0e..afc0f41c 100644
--- a/skills/zoom-automation/SKILL.md
+++ b/skills/zoom-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zoom-automation
-description: Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zoom Automation via Rube MCP
diff --git a/skills/zustand-store-ts/SKILL.md b/skills/zustand-store-ts/SKILL.md
index 6fc60bcc..9ed7ed1f 100644
--- a/skills/zustand-store-ts/SKILL.md
+++ b/skills/zustand-store-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zustand-store-ts
-description: Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
+description: "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Zustand Store
diff --git a/skills_index.json b/skills_index.json
index 64b90198..a025d2ba 100644
--- a/skills_index.json
+++ b/skills_index.json
@@ -52,7 +52,7 @@
   {
     "id": "3d-web-experience",
     "path": "skills/3d-web-experience",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "3d-web-experience",
     "description": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...",
     "risk": "unknown",
@@ -62,7 +62,7 @@
   {
     "id": "ab-test-setup",
     "path": "skills/ab-test-setup",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ab-test-setup",
     "description": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.",
     "risk": "unknown",
@@ -72,7 +72,7 @@
   {
     "id": "accessibility-compliance-accessibility-audit",
     "path": "skills/accessibility-compliance-accessibility-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "accessibility-compliance-accessibility-audit",
     "description": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.",
     "risk": "unknown",
@@ -92,7 +92,7 @@
   {
     "id": "activecampaign-automation",
     "path": "skills/activecampaign-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "activecampaign-automation",
     "description": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -102,7 +102,7 @@
   {
     "id": "address-github-comments",
     "path": "skills/address-github-comments",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "address-github-comments",
     "description": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.",
     "risk": "unknown",
@@ -112,7 +112,7 @@
   {
     "id": "agent-evaluation",
     "path": "skills/agent-evaluation",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "agent-evaluation",
     "description": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re...",
     "risk": "unknown",
@@ -122,7 +122,7 @@
   {
     "id": "agent-framework-azure-ai-py",
     "path": "skills/agent-framework-azure-ai-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agent-framework-azure-ai-py",
     "description": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...",
     "risk": "unknown",
@@ -132,7 +132,7 @@
   {
     "id": "agent-manager-skill",
     "path": "skills/agent-manager-skill",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agent-manager-skill",
     "description": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.",
     "risk": "unknown",
@@ -142,7 +142,7 @@
   {
     "id": "agent-memory-mcp",
     "path": "skills/agent-memory-mcp",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-memory-mcp",
     "description": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).",
     "risk": "unknown",
@@ -152,7 +152,7 @@
   {
     "id": "agent-memory-systems",
     "path": "skills/agent-memory-systems",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-memory-systems",
     "description": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...",
     "risk": "unknown",
@@ -162,7 +162,7 @@
   {
     "id": "agent-orchestration-improve-agent",
     "path": "skills/agent-orchestration-improve-agent",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agent-orchestration-improve-agent",
     "description": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.",
     "risk": "unknown",
@@ -172,7 +172,7 @@
   {
     "id": "agent-orchestration-multi-agent-optimize",
     "path": "skills/agent-orchestration-multi-agent-optimize",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agent-orchestration-multi-agent-optimize",
     "description": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.",
     "risk": "unknown",
@@ -182,7 +182,7 @@
   {
     "id": "agent-tool-builder",
     "path": "skills/agent-tool-builder",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-tool-builder",
     "description": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...",
     "risk": "unknown",
@@ -192,7 +192,7 @@
   {
     "id": "agentfolio",
     "path": "skills/agentfolio",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agentfolio",
     "description": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.",
     "risk": "unknown",
@@ -202,7 +202,7 @@
   {
     "id": "agentmail",
     "path": "skills/agentmail",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agentmail",
     "description": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.",
     "risk": "safe",
@@ -212,7 +212,7 @@
   {
     "id": "agents-v2-py",
     "path": "skills/agents-v2-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agents-v2-py",
     "description": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.",
     "risk": "unknown",
@@ -232,7 +232,7 @@
   {
     "id": "ai-agents-architect",
     "path": "skills/ai-agents-architect",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-agents-architect",
     "description": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...",
     "risk": "unknown",
@@ -242,7 +242,7 @@
   {
     "id": "ai-engineer",
     "path": "skills/ai-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-engineer",
     "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.",
     "risk": "unknown",
@@ -262,7 +262,7 @@
   {
     "id": "ai-product",
     "path": "skills/ai-product",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-product",
     "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...",
     "risk": "unknown",
@@ -272,7 +272,7 @@
   {
     "id": "ai-wrapper-product",
     "path": "skills/ai-wrapper-product",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-wrapper-product",
     "description": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...",
     "risk": "unknown",
@@ -282,7 +282,7 @@
   {
     "id": "airflow-dag-patterns",
     "path": "skills/airflow-dag-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "airflow-dag-patterns",
     "description": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.",
     "risk": "unknown",
@@ -292,7 +292,7 @@
   {
     "id": "airtable-automation",
     "path": "skills/airtable-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "airtable-automation",
     "description": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -302,7 +302,7 @@
   {
     "id": "algolia-search",
     "path": "skills/algolia-search",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "algolia-search",
     "description": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.",
     "risk": "unknown",
@@ -312,7 +312,7 @@
   {
     "id": "algorithmic-art",
     "path": "skills/algorithmic-art",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "algorithmic-art",
     "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...",
     "risk": "unknown",
@@ -322,7 +322,7 @@
   {
     "id": "amplitude-automation",
     "path": "skills/amplitude-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "amplitude-automation",
     "description": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -332,7 +332,7 @@
   {
     "id": "analytics-tracking",
     "path": "skills/analytics-tracking",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "analytics-tracking",
     "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.",
     "risk": "unknown",
@@ -342,7 +342,7 @@
   {
     "id": "android-jetpack-compose-expert",
     "path": "skills/android-jetpack-compose-expert",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "android-jetpack-compose-expert",
     "description": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.",
     "risk": "safe",
@@ -352,7 +352,7 @@
   {
     "id": "android_ui_verification",
     "path": "skills/android_ui_verification",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "android_ui_verification",
     "description": "Automated end-to-end UI testing and verification on an Android Emulator using ADB.",
     "risk": "safe",
@@ -362,7 +362,7 @@
   {
     "id": "angular",
     "path": "skills/angular",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular",
     "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.",
     "risk": "safe",
@@ -372,7 +372,7 @@
   {
     "id": "angular-best-practices",
     "path": "skills/angular-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-best-practices",
     "description": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.",
     "risk": "safe",
@@ -382,7 +382,7 @@
   {
     "id": "angular-migration",
     "path": "skills/angular-migration",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-migration",
     "description": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...",
     "risk": "unknown",
@@ -392,7 +392,7 @@
   {
     "id": "angular-state-management",
     "path": "skills/angular-state-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-state-management",
     "description": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.",
     "risk": "safe",
@@ -402,7 +402,7 @@
   {
     "id": "angular-ui-patterns",
     "path": "skills/angular-ui-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-ui-patterns",
     "description": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.",
     "risk": "safe",
@@ -412,7 +412,7 @@
   {
     "id": "anti-reversing-techniques",
     "path": "skills/anti-reversing-techniques",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "anti-reversing-techniques",
     "description": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...",
     "risk": "unknown",
@@ -422,7 +422,7 @@
   {
     "id": "antigravity-workflows",
     "path": "skills/antigravity-workflows",
-    "category": "security",
+    "category": "uncategorized",
     "name": "antigravity-workflows",
     "description": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.",
     "risk": "none",
@@ -432,7 +432,7 @@
   {
     "id": "api-design-principles",
     "path": "skills/api-design-principles",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-design-principles",
     "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...",
     "risk": "unknown",
@@ -452,7 +452,7 @@
   {
     "id": "api-documentation-generator",
     "path": "skills/api-documentation-generator",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-documentation-generator",
     "description": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices",
     "risk": "unknown",
@@ -462,7 +462,7 @@
   {
     "id": "api-documenter",
     "path": "skills/api-documenter",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-documenter",
     "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.",
     "risk": "unknown",
@@ -472,7 +472,7 @@
   {
     "id": "api-fuzzing-bug-bounty",
     "path": "skills/api-fuzzing-bug-bounty",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-fuzzing-bug-bounty",
     "description": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...",
     "risk": "unknown",
@@ -482,7 +482,7 @@
   {
     "id": "api-patterns",
     "path": "skills/api-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-patterns",
     "description": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.",
     "risk": "unknown",
@@ -492,7 +492,7 @@
   {
     "id": "api-security-best-practices",
     "path": "skills/api-security-best-practices",
-    "category": "security",
+    "category": "uncategorized",
     "name": "api-security-best-practices",
     "description": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities",
     "risk": "unknown",
@@ -512,7 +512,7 @@
   {
     "id": "api-testing-observability-api-mock",
     "path": "skills/api-testing-observability-api-mock",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "api-testing-observability-api-mock",
     "description": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.",
     "risk": "unknown",
@@ -522,7 +522,7 @@
   {
     "id": "apify-actor-development",
     "path": "skills/apify-actor-development",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "apify-actor-development",
     "description": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...",
     "risk": "unknown",
@@ -532,7 +532,7 @@
   {
     "id": "apify-actorization",
     "path": "skills/apify-actorization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-actorization",
     "description": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...",
     "risk": "unknown",
@@ -542,7 +542,7 @@
   {
     "id": "apify-audience-analysis",
     "path": "skills/apify-audience-analysis",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-audience-analysis",
     "description": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -552,7 +552,7 @@
   {
     "id": "apify-brand-reputation-monitoring",
     "path": "skills/apify-brand-reputation-monitoring",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "apify-brand-reputation-monitoring",
     "description": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...",
     "risk": "unknown",
@@ -562,7 +562,7 @@
   {
     "id": "apify-competitor-intelligence",
     "path": "skills/apify-competitor-intelligence",
-    "category": "content",
+    "category": "uncategorized",
     "name": "apify-competitor-intelligence",
     "description": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -572,7 +572,7 @@
   {
     "id": "apify-content-analytics",
     "path": "skills/apify-content-analytics",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "apify-content-analytics",
     "description": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -582,7 +582,7 @@
   {
     "id": "apify-ecommerce",
     "path": "skills/apify-ecommerce",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "apify-ecommerce",
     "description": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...",
     "risk": "unknown",
@@ -592,7 +592,7 @@
   {
     "id": "apify-influencer-discovery",
     "path": "skills/apify-influencer-discovery",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-influencer-discovery",
     "description": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -602,7 +602,7 @@
   {
     "id": "apify-lead-generation",
     "path": "skills/apify-lead-generation",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-lead-generation",
     "description": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...",
     "risk": "unknown",
@@ -612,7 +612,7 @@
   {
     "id": "apify-market-research",
     "path": "skills/apify-market-research",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-market-research",
     "description": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.",
     "risk": "unknown",
@@ -622,7 +622,7 @@
   {
     "id": "apify-trend-analysis",
     "path": "skills/apify-trend-analysis",
-    "category": "content",
+    "category": "uncategorized",
     "name": "apify-trend-analysis",
     "description": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.",
     "risk": "unknown",
@@ -632,7 +632,7 @@
   {
     "id": "apify-ultimate-scraper",
     "path": "skills/apify-ultimate-scraper",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-ultimate-scraper",
     "description": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...",
     "risk": "unknown",
@@ -642,7 +642,7 @@
   {
     "id": "app-builder",
     "path": "skills/app-builder",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "app-builder",
     "description": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.",
     "risk": "unknown",
@@ -652,7 +652,7 @@
   {
     "id": "app-store-optimization",
     "path": "skills/app-store-optimization",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "app-store-optimization",
     "description": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store",
     "risk": "unknown",
@@ -662,7 +662,7 @@
   {
     "id": "appdeploy",
     "path": "skills/appdeploy",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "appdeploy",
     "description": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.",
     "risk": "safe",
@@ -672,7 +672,7 @@
   {
     "id": "application-performance-performance-optimization",
     "path": "skills/application-performance-performance-optimization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "application-performance-performance-optimization",
     "description": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.",
     "risk": "unknown",
@@ -692,7 +692,7 @@
   {
     "id": "architecture",
     "path": "skills/architecture",
-    "category": "content",
+    "category": "uncategorized",
     "name": "architecture",
     "description": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.",
     "risk": "unknown",
@@ -702,7 +702,7 @@
   {
     "id": "architecture-decision-records",
     "path": "skills/architecture-decision-records",
-    "category": "content",
+    "category": "uncategorized",
     "name": "architecture-decision-records",
     "description": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...",
     "risk": "unknown",
@@ -712,7 +712,7 @@
   {
     "id": "architecture-patterns",
     "path": "skills/architecture-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "architecture-patterns",
     "description": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...",
     "risk": "unknown",
@@ -722,7 +722,7 @@
   {
     "id": "arm-cortex-expert",
     "path": "skills/arm-cortex-expert",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "arm-cortex-expert",
     "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).",
     "risk": "unknown",
@@ -732,7 +732,7 @@
   {
     "id": "asana-automation",
     "path": "skills/asana-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "asana-automation",
     "description": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -742,7 +742,7 @@
   {
     "id": "async-python-patterns",
     "path": "skills/async-python-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "async-python-patterns",
     "description": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...",
     "risk": "unknown",
@@ -752,7 +752,7 @@
   {
     "id": "attack-tree-construction",
     "path": "skills/attack-tree-construction",
-    "category": "security",
+    "category": "uncategorized",
     "name": "attack-tree-construction",
     "description": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.",
     "risk": "unknown",
@@ -772,7 +772,7 @@
   {
     "id": "auth-implementation-patterns",
     "path": "skills/auth-implementation-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "auth-implementation-patterns",
     "description": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...",
     "risk": "unknown",
@@ -782,7 +782,7 @@
   {
     "id": "automate-whatsapp",
     "path": "skills/automate-whatsapp",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "automate-whatsapp",
     "description": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...",
     "risk": "safe",
@@ -792,7 +792,7 @@
   {
     "id": "autonomous-agent-patterns",
     "path": "skills/autonomous-agent-patterns",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "autonomous-agent-patterns",
     "description": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...",
     "risk": "unknown",
@@ -802,7 +802,7 @@
   {
     "id": "autonomous-agents",
     "path": "skills/autonomous-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "autonomous-agents",
     "description": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...",
     "risk": "unknown",
@@ -812,7 +812,7 @@
   {
     "id": "avalonia-layout-zafiro",
     "path": "skills/avalonia-layout-zafiro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "avalonia-layout-zafiro",
     "description": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.",
     "risk": "unknown",
@@ -822,7 +822,7 @@
   {
     "id": "avalonia-viewmodels-zafiro",
     "path": "skills/avalonia-viewmodels-zafiro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "avalonia-viewmodels-zafiro",
     "description": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.",
     "risk": "unknown",
@@ -852,7 +852,7 @@
   {
     "id": "aws-cost-cleanup",
     "path": "skills/aws-cost-cleanup",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "aws-cost-cleanup",
     "description": "Automated cleanup of unused AWS resources to reduce costs",
     "risk": "safe",
@@ -862,7 +862,7 @@
   {
     "id": "aws-cost-optimizer",
     "path": "skills/aws-cost-optimizer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "aws-cost-optimizer",
     "description": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer",
     "risk": "safe",
@@ -882,7 +882,7 @@
   {
     "id": "aws-penetration-testing",
     "path": "skills/aws-penetration-testing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...",
     "risk": "unknown",
@@ -912,7 +912,7 @@
   {
     "id": "aws-serverless",
     "path": "skills/aws-serverless",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-serverless",
     "description": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...",
     "risk": "unknown",
@@ -922,7 +922,7 @@
   {
     "id": "aws-skills",
     "path": "skills/aws-skills",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-skills",
     "description": "AWS development with infrastructure automation and cloud architecture patterns",
     "risk": "safe",
@@ -932,7 +932,7 @@
   {
     "id": "azd-deployment",
     "path": "skills/azd-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azd-deployment",
     "description": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...",
     "risk": "unknown",
@@ -942,7 +942,7 @@
   {
     "id": "azure-ai-agents-persistent-dotnet",
     "path": "skills/azure-ai-agents-persistent-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-agents-persistent-dotnet",
     "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -952,7 +952,7 @@
   {
     "id": "azure-ai-agents-persistent-java",
     "path": "skills/azure-ai-agents-persistent-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-agents-persistent-java",
     "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -962,7 +962,7 @@
   {
     "id": "azure-ai-anomalydetector-java",
     "path": "skills/azure-ai-anomalydetector-java",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-anomalydetector-java",
     "description": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.",
     "risk": "unknown",
@@ -972,7 +972,7 @@
   {
     "id": "azure-ai-contentsafety-java",
     "path": "skills/azure-ai-contentsafety-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-java",
     "description": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...",
     "risk": "unknown",
@@ -982,7 +982,7 @@
   {
     "id": "azure-ai-contentsafety-py",
     "path": "skills/azure-ai-contentsafety-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-py",
     "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.",
     "risk": "unknown",
@@ -992,7 +992,7 @@
   {
     "id": "azure-ai-contentsafety-ts",
     "path": "skills/azure-ai-contentsafety-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-ts",
     "description": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...",
     "risk": "unknown",
@@ -1002,7 +1002,7 @@
   {
     "id": "azure-ai-contentunderstanding-py",
     "path": "skills/azure-ai-contentunderstanding-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentunderstanding-py",
     "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.",
     "risk": "unknown",
@@ -1012,7 +1012,7 @@
   {
     "id": "azure-ai-document-intelligence-dotnet",
     "path": "skills/azure-ai-document-intelligence-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-document-intelligence-dotnet",
     "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.",
     "risk": "unknown",
@@ -1022,7 +1022,7 @@
   {
     "id": "azure-ai-document-intelligence-ts",
     "path": "skills/azure-ai-document-intelligence-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-document-intelligence-ts",
     "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...",
     "risk": "unknown",
@@ -1032,7 +1032,7 @@
   {
     "id": "azure-ai-formrecognizer-java",
     "path": "skills/azure-ai-formrecognizer-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-formrecognizer-java",
     "description": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...",
     "risk": "unknown",
@@ -1042,7 +1042,7 @@
   {
     "id": "azure-ai-ml-py",
     "path": "skills/azure-ai-ml-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-ml-py",
     "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.",
     "risk": "unknown",
@@ -1052,7 +1052,7 @@
   {
     "id": "azure-ai-openai-dotnet",
     "path": "skills/azure-ai-openai-dotnet",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-openai-dotnet",
     "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.",
     "risk": "unknown",
@@ -1062,7 +1062,7 @@
   {
     "id": "azure-ai-projects-dotnet",
     "path": "skills/azure-ai-projects-dotnet",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-projects-dotnet",
     "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.",
     "risk": "unknown",
@@ -1072,7 +1072,7 @@
   {
     "id": "azure-ai-projects-java",
     "path": "skills/azure-ai-projects-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-projects-java",
     "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.",
     "risk": "unknown",
@@ -1082,7 +1082,7 @@
   {
     "id": "azure-ai-projects-py",
     "path": "skills/azure-ai-projects-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-projects-py",
     "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...",
     "risk": "unknown",
@@ -1092,7 +1092,7 @@
   {
     "id": "azure-ai-projects-ts",
     "path": "skills/azure-ai-projects-ts",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-projects-ts",
     "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...",
     "risk": "unknown",
@@ -1102,7 +1102,7 @@
   {
     "id": "azure-ai-textanalytics-py",
     "path": "skills/azure-ai-textanalytics-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-textanalytics-py",
     "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.",
     "risk": "unknown",
@@ -1112,7 +1112,7 @@
   {
     "id": "azure-ai-transcription-py",
     "path": "skills/azure-ai-transcription-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-transcription-py",
     "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.",
     "risk": "unknown",
@@ -1122,7 +1122,7 @@
   {
     "id": "azure-ai-translation-document-py",
     "path": "skills/azure-ai-translation-document-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-translation-document-py",
     "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.",
     "risk": "unknown",
@@ -1132,7 +1132,7 @@
   {
     "id": "azure-ai-translation-text-py",
     "path": "skills/azure-ai-translation-text-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-translation-text-py",
     "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.",
     "risk": "unknown",
@@ -1142,7 +1142,7 @@
   {
     "id": "azure-ai-translation-ts",
     "path": "skills/azure-ai-translation-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-translation-ts",
     "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...",
     "risk": "unknown",
@@ -1152,7 +1152,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-java",
     "path": "skills/azure-ai-vision-imageanalysis-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-vision-imageanalysis-java",
     "description": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.",
     "risk": "unknown",
@@ -1162,7 +1162,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-py",
     "path": "skills/azure-ai-vision-imageanalysis-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-vision-imageanalysis-py",
     "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.",
     "risk": "unknown",
@@ -1172,7 +1172,7 @@
   {
     "id": "azure-ai-voicelive-dotnet",
     "path": "skills/azure-ai-voicelive-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-dotnet",
     "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1182,7 +1182,7 @@
   {
     "id": "azure-ai-voicelive-java",
     "path": "skills/azure-ai-voicelive-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-java",
     "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.",
     "risk": "unknown",
@@ -1192,7 +1192,7 @@
   {
     "id": "azure-ai-voicelive-py",
     "path": "skills/azure-ai-voicelive-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-py",
     "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...",
     "risk": "unknown",
@@ -1202,7 +1202,7 @@
   {
     "id": "azure-ai-voicelive-ts",
     "path": "skills/azure-ai-voicelive-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-ts",
     "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1212,7 +1212,7 @@
   {
     "id": "azure-appconfiguration-java",
     "path": "skills/azure-appconfiguration-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-java",
     "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.",
     "risk": "unknown",
@@ -1222,7 +1222,7 @@
   {
     "id": "azure-appconfiguration-py",
     "path": "skills/azure-appconfiguration-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-py",
     "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.",
     "risk": "unknown",
@@ -1232,7 +1232,7 @@
   {
     "id": "azure-appconfiguration-ts",
     "path": "skills/azure-appconfiguration-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-ts",
     "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...",
     "risk": "unknown",
@@ -1242,7 +1242,7 @@
   {
     "id": "azure-communication-callautomation-java",
     "path": "skills/azure-communication-callautomation-java",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "azure-communication-callautomation-java",
     "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...",
     "risk": "unknown",
@@ -1252,7 +1252,7 @@
   {
     "id": "azure-communication-callingserver-java",
     "path": "skills/azure-communication-callingserver-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-callingserver-java",
     "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...",
     "risk": "unknown",
@@ -1262,7 +1262,7 @@
   {
     "id": "azure-communication-chat-java",
     "path": "skills/azure-communication-chat-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-chat-java",
     "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...",
     "risk": "unknown",
@@ -1272,7 +1272,7 @@
   {
     "id": "azure-communication-common-java",
     "path": "skills/azure-communication-common-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-common-java",
     "description": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.",
     "risk": "unknown",
@@ -1282,7 +1282,7 @@
   {
     "id": "azure-communication-sms-java",
     "path": "skills/azure-communication-sms-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-sms-java",
     "description": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.",
     "risk": "unknown",
@@ -1292,7 +1292,7 @@
   {
     "id": "azure-compute-batch-java",
     "path": "skills/azure-compute-batch-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-compute-batch-java",
     "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.",
     "risk": "unknown",
@@ -1302,7 +1302,7 @@
   {
     "id": "azure-containerregistry-py",
     "path": "skills/azure-containerregistry-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-containerregistry-py",
     "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.",
     "risk": "unknown",
@@ -1312,7 +1312,7 @@
   {
     "id": "azure-cosmos-db-py",
     "path": "skills/azure-cosmos-db-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-db-py",
     "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...",
     "risk": "unknown",
@@ -1322,7 +1322,7 @@
   {
     "id": "azure-cosmos-java",
     "path": "skills/azure-cosmos-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-java",
     "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.",
     "risk": "unknown",
@@ -1332,7 +1332,7 @@
   {
     "id": "azure-cosmos-py",
     "path": "skills/azure-cosmos-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-py",
     "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1342,7 +1342,7 @@
   {
     "id": "azure-cosmos-rust",
     "path": "skills/azure-cosmos-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-rust",
     "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1352,7 +1352,7 @@
   {
     "id": "azure-cosmos-ts",
     "path": "skills/azure-cosmos-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-cosmos-ts",
     "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.",
     "risk": "unknown",
@@ -1362,7 +1362,7 @@
   {
     "id": "azure-data-tables-java",
     "path": "skills/azure-data-tables-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-data-tables-java",
     "description": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...",
     "risk": "unknown",
@@ -1372,7 +1372,7 @@
   {
     "id": "azure-data-tables-py",
     "path": "skills/azure-data-tables-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-data-tables-py",
     "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.",
     "risk": "unknown",
@@ -1382,7 +1382,7 @@
   {
     "id": "azure-eventgrid-dotnet",
     "path": "skills/azure-eventgrid-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventgrid-dotnet",
     "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.",
     "risk": "unknown",
@@ -1392,7 +1392,7 @@
   {
     "id": "azure-eventgrid-java",
     "path": "skills/azure-eventgrid-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventgrid-java",
     "description": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.",
     "risk": "unknown",
@@ -1402,7 +1402,7 @@
   {
     "id": "azure-eventgrid-py",
     "path": "skills/azure-eventgrid-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-eventgrid-py",
     "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.",
     "risk": "unknown",
@@ -1412,7 +1412,7 @@
   {
     "id": "azure-eventhub-dotnet",
     "path": "skills/azure-eventhub-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-dotnet",
     "description": "Azure Event Hubs SDK for .NET.",
     "risk": "unknown",
@@ -1422,7 +1422,7 @@
   {
     "id": "azure-eventhub-java",
     "path": "skills/azure-eventhub-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-java",
     "description": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.",
     "risk": "unknown",
@@ -1432,7 +1432,7 @@
   {
     "id": "azure-eventhub-py",
     "path": "skills/azure-eventhub-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-py",
     "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.",
     "risk": "unknown",
@@ -1442,7 +1442,7 @@
   {
     "id": "azure-eventhub-rust",
     "path": "skills/azure-eventhub-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-rust",
     "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.",
     "risk": "unknown",
@@ -1452,7 +1452,7 @@
   {
     "id": "azure-eventhub-ts",
     "path": "skills/azure-eventhub-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-eventhub-ts",
     "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...",
     "risk": "unknown",
@@ -1462,7 +1462,7 @@
   {
     "id": "azure-functions",
     "path": "skills/azure-functions",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-functions",
     "description": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...",
     "risk": "unknown",
@@ -1472,7 +1472,7 @@
   {
     "id": "azure-identity-dotnet",
     "path": "skills/azure-identity-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-dotnet",
     "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.",
     "risk": "unknown",
@@ -1482,7 +1482,7 @@
   {
     "id": "azure-identity-java",
     "path": "skills/azure-identity-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-java",
     "description": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...",
     "risk": "unknown",
@@ -1492,7 +1492,7 @@
   {
     "id": "azure-identity-py",
     "path": "skills/azure-identity-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-py",
     "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.",
     "risk": "unknown",
@@ -1502,7 +1502,7 @@
   {
     "id": "azure-identity-rust",
     "path": "skills/azure-identity-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-rust",
     "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.",
     "risk": "unknown",
@@ -1512,7 +1512,7 @@
   {
     "id": "azure-identity-ts",
     "path": "skills/azure-identity-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-ts",
     "description": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...",
     "risk": "unknown",
@@ -1522,7 +1522,7 @@
   {
     "id": "azure-keyvault-certificates-rust",
     "path": "skills/azure-keyvault-certificates-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-certificates-rust",
     "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.",
     "risk": "unknown",
@@ -1532,7 +1532,7 @@
   {
     "id": "azure-keyvault-keys-rust",
     "path": "skills/azure-keyvault-keys-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-keys-rust",
     "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".",
     "risk": "unknown",
@@ -1542,7 +1542,7 @@
   {
     "id": "azure-keyvault-keys-ts",
     "path": "skills/azure-keyvault-keys-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-keyvault-keys-ts",
     "description": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.",
     "risk": "unknown",
@@ -1552,7 +1552,7 @@
   {
     "id": "azure-keyvault-py",
     "path": "skills/azure-keyvault-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-keyvault-py",
     "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.",
     "risk": "unknown",
@@ -1562,7 +1562,7 @@
   {
     "id": "azure-keyvault-secrets-rust",
     "path": "skills/azure-keyvault-secrets-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-secrets-rust",
     "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".",
     "risk": "unknown",
@@ -1572,7 +1572,7 @@
   {
     "id": "azure-keyvault-secrets-ts",
     "path": "skills/azure-keyvault-secrets-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-keyvault-secrets-ts",
     "description": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.",
     "risk": "unknown",
@@ -1582,7 +1582,7 @@
   {
     "id": "azure-maps-search-dotnet",
     "path": "skills/azure-maps-search-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-maps-search-dotnet",
     "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.",
     "risk": "unknown",
@@ -1592,7 +1592,7 @@
   {
     "id": "azure-messaging-webpubsub-java",
     "path": "skills/azure-messaging-webpubsub-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-messaging-webpubsub-java",
     "description": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.",
     "risk": "unknown",
@@ -1602,7 +1602,7 @@
   {
     "id": "azure-messaging-webpubsubservice-py",
     "path": "skills/azure-messaging-webpubsubservice-py",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-messaging-webpubsubservice-py",
     "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.",
     "risk": "unknown",
@@ -1612,7 +1612,7 @@
   {
     "id": "azure-mgmt-apicenter-dotnet",
     "path": "skills/azure-mgmt-apicenter-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apicenter-dotnet",
     "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.",
     "risk": "unknown",
@@ -1622,7 +1622,7 @@
   {
     "id": "azure-mgmt-apicenter-py",
     "path": "skills/azure-mgmt-apicenter-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apicenter-py",
     "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.",
     "risk": "unknown",
@@ -1632,7 +1632,7 @@
   {
     "id": "azure-mgmt-apimanagement-dotnet",
     "path": "skills/azure-mgmt-apimanagement-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apimanagement-dotnet",
     "description": "Azure Resource Manager SDK for API Management in .NET.",
     "risk": "unknown",
@@ -1642,7 +1642,7 @@
   {
     "id": "azure-mgmt-apimanagement-py",
     "path": "skills/azure-mgmt-apimanagement-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apimanagement-py",
     "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.",
     "risk": "unknown",
@@ -1652,7 +1652,7 @@
   {
     "id": "azure-mgmt-applicationinsights-dotnet",
     "path": "skills/azure-mgmt-applicationinsights-dotnet",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-mgmt-applicationinsights-dotnet",
     "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.",
     "risk": "unknown",
@@ -1662,7 +1662,7 @@
   {
     "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).",
     "risk": "unknown",
@@ -1672,7 +1672,7 @@
   {
     "id": "azure-mgmt-botservice-dotnet",
     "path": "skills/azure-mgmt-botservice-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-botservice-dotnet",
     "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.",
     "risk": "unknown",
@@ -1682,7 +1682,7 @@
   {
     "id": "azure-mgmt-botservice-py",
     "path": "skills/azure-mgmt-botservice-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-botservice-py",
     "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.",
     "risk": "unknown",
@@ -1692,7 +1692,7 @@
   {
     "id": "azure-mgmt-fabric-dotnet",
     "path": "skills/azure-mgmt-fabric-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-fabric-dotnet",
     "description": "Azure Resource Manager SDK for Fabric in .NET.",
     "risk": "unknown",
@@ -1702,7 +1702,7 @@
   {
     "id": "azure-mgmt-fabric-py",
     "path": "skills/azure-mgmt-fabric-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-fabric-py",
     "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.",
     "risk": "unknown",
@@ -1712,7 +1712,7 @@
   {
     "id": "azure-mgmt-mongodbatlas-dotnet",
     "path": "skills/azure-mgmt-mongodbatlas-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-mongodbatlas-dotnet",
     "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...",
     "risk": "unknown",
@@ -1722,7 +1722,7 @@
   {
     "id": "azure-mgmt-weightsandbiases-dotnet",
     "path": "skills/azure-mgmt-weightsandbiases-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-weightsandbiases-dotnet",
     "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.",
     "risk": "unknown",
@@ -1732,7 +1732,7 @@
   {
     "id": "azure-microsoft-playwright-testing-ts",
     "path": "skills/azure-microsoft-playwright-testing-ts",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "azure-microsoft-playwright-testing-ts",
     "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...",
     "risk": "unknown",
@@ -1742,7 +1742,7 @@
   {
     "id": "azure-monitor-ingestion-java",
     "path": "skills/azure-monitor-ingestion-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-ingestion-java",
     "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).",
     "risk": "unknown",
@@ -1752,7 +1752,7 @@
   {
     "id": "azure-monitor-ingestion-py",
     "path": "skills/azure-monitor-ingestion-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-ingestion-py",
     "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.",
     "risk": "unknown",
@@ -1762,7 +1762,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-java",
     "path": "skills/azure-monitor-opentelemetry-exporter-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-exporter-java",
     "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.",
     "risk": "unknown",
@@ -1772,7 +1772,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-py",
     "path": "skills/azure-monitor-opentelemetry-exporter-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-exporter-py",
     "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.",
     "risk": "unknown",
@@ -1782,7 +1782,7 @@
   {
     "id": "azure-monitor-opentelemetry-py",
     "path": "skills/azure-monitor-opentelemetry-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-py",
     "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.",
     "risk": "unknown",
@@ -1792,7 +1792,7 @@
   {
     "id": "azure-monitor-opentelemetry-ts",
     "path": "skills/azure-monitor-opentelemetry-ts",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-ts",
     "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...",
     "risk": "unknown",
@@ -1802,7 +1802,7 @@
   {
     "id": "azure-monitor-query-java",
     "path": "skills/azure-monitor-query-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-query-java",
     "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.",
     "risk": "unknown",
@@ -1812,7 +1812,7 @@
   {
     "id": "azure-monitor-query-py",
     "path": "skills/azure-monitor-query-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-query-py",
     "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.",
     "risk": "unknown",
@@ -1822,7 +1822,7 @@
   {
     "id": "azure-postgres-ts",
     "path": "skills/azure-postgres-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-postgres-ts",
     "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.",
     "risk": "unknown",
@@ -1832,7 +1832,7 @@
   {
     "id": "azure-resource-manager-cosmosdb-dotnet",
     "path": "skills/azure-resource-manager-cosmosdb-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-cosmosdb-dotnet",
     "description": "Azure Resource Manager SDK for Cosmos DB in .NET.",
     "risk": "unknown",
@@ -1842,7 +1842,7 @@
   {
     "id": "azure-resource-manager-durabletask-dotnet",
     "path": "skills/azure-resource-manager-durabletask-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-durabletask-dotnet",
     "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.",
     "risk": "unknown",
@@ -1852,7 +1852,7 @@
   {
     "id": "azure-resource-manager-mysql-dotnet",
     "path": "skills/azure-resource-manager-mysql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-mysql-dotnet",
     "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1862,7 +1862,7 @@
   {
     "id": "azure-resource-manager-playwright-dotnet",
     "path": "skills/azure-resource-manager-playwright-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-playwright-dotnet",
     "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.",
     "risk": "unknown",
@@ -1872,7 +1872,7 @@
   {
     "id": "azure-resource-manager-postgresql-dotnet",
     "path": "skills/azure-resource-manager-postgresql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-postgresql-dotnet",
     "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1882,7 +1882,7 @@
   {
     "id": "azure-resource-manager-redis-dotnet",
     "path": "skills/azure-resource-manager-redis-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-redis-dotnet",
     "description": "Azure Resource Manager SDK for Redis in .NET.",
     "risk": "unknown",
@@ -1892,7 +1892,7 @@
   {
     "id": "azure-resource-manager-sql-dotnet",
     "path": "skills/azure-resource-manager-sql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-sql-dotnet",
     "description": "Azure Resource Manager SDK for Azure SQL in .NET.",
     "risk": "unknown",
@@ -1902,7 +1902,7 @@
   {
     "id": "azure-search-documents-dotnet",
     "path": "skills/azure-search-documents-dotnet",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-dotnet",
     "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.",
     "risk": "unknown",
@@ -1912,7 +1912,7 @@
   {
     "id": "azure-search-documents-py",
     "path": "skills/azure-search-documents-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-py",
     "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.",
     "risk": "unknown",
@@ -1922,7 +1922,7 @@
   {
     "id": "azure-search-documents-ts",
     "path": "skills/azure-search-documents-ts",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-ts",
     "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...",
     "risk": "unknown",
@@ -1932,7 +1932,7 @@
   {
     "id": "azure-security-keyvault-keys-dotnet",
     "path": "skills/azure-security-keyvault-keys-dotnet",
-    "category": "security",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-keys-dotnet",
     "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.",
     "risk": "unknown",
@@ -1942,7 +1942,7 @@
   {
     "id": "azure-security-keyvault-keys-java",
     "path": "skills/azure-security-keyvault-keys-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-keys-java",
     "description": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.",
     "risk": "unknown",
@@ -1952,7 +1952,7 @@
   {
     "id": "azure-security-keyvault-secrets-java",
     "path": "skills/azure-security-keyvault-secrets-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-secrets-java",
     "description": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.",
     "risk": "unknown",
@@ -1962,7 +1962,7 @@
   {
     "id": "azure-servicebus-dotnet",
     "path": "skills/azure-servicebus-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-servicebus-dotnet",
     "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.",
     "risk": "unknown",
@@ -1972,7 +1972,7 @@
   {
     "id": "azure-servicebus-py",
     "path": "skills/azure-servicebus-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-servicebus-py",
     "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.",
     "risk": "unknown",
@@ -1982,7 +1982,7 @@
   {
     "id": "azure-servicebus-ts",
     "path": "skills/azure-servicebus-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-servicebus-ts",
     "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...",
     "risk": "unknown",
@@ -1992,7 +1992,7 @@
   {
     "id": "azure-speech-to-text-rest-py",
     "path": "skills/azure-speech-to-text-rest-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-speech-to-text-rest-py",
     "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.",
     "risk": "unknown",
@@ -2002,7 +2002,7 @@
   {
     "id": "azure-storage-blob-java",
     "path": "skills/azure-storage-blob-java",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-java",
     "description": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...",
     "risk": "unknown",
@@ -2012,7 +2012,7 @@
   {
     "id": "azure-storage-blob-py",
     "path": "skills/azure-storage-blob-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-py",
     "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.",
     "risk": "unknown",
@@ -2022,7 +2022,7 @@
   {
     "id": "azure-storage-blob-rust",
     "path": "skills/azure-storage-blob-rust",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-rust",
     "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.",
     "risk": "unknown",
@@ -2032,7 +2032,7 @@
   {
     "id": "azure-storage-blob-ts",
     "path": "skills/azure-storage-blob-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-blob-ts",
     "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.",
     "risk": "unknown",
@@ -2042,7 +2042,7 @@
   {
     "id": "azure-storage-file-datalake-py",
     "path": "skills/azure-storage-file-datalake-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-file-datalake-py",
     "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.",
     "risk": "unknown",
@@ -2052,7 +2052,7 @@
   {
     "id": "azure-storage-file-share-py",
     "path": "skills/azure-storage-file-share-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-file-share-py",
     "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.",
     "risk": "unknown",
@@ -2062,7 +2062,7 @@
   {
     "id": "azure-storage-file-share-ts",
     "path": "skills/azure-storage-file-share-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-file-share-ts",
     "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.",
     "risk": "unknown",
@@ -2072,7 +2072,7 @@
   {
     "id": "azure-storage-queue-py",
     "path": "skills/azure-storage-queue-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-queue-py",
     "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.",
     "risk": "unknown",
@@ -2082,7 +2082,7 @@
   {
     "id": "azure-storage-queue-ts",
     "path": "skills/azure-storage-queue-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-queue-ts",
     "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.",
     "risk": "unknown",
@@ -2092,7 +2092,7 @@
   {
     "id": "azure-web-pubsub-ts",
     "path": "skills/azure-web-pubsub-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-web-pubsub-ts",
     "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...",
     "risk": "unknown",
@@ -2102,7 +2102,7 @@
   {
     "id": "backend-architect",
     "path": "skills/backend-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-architect",
     "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.",
     "risk": "unknown",
@@ -2112,7 +2112,7 @@
   {
     "id": "backend-dev-guidelines",
     "path": "skills/backend-dev-guidelines",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-dev-guidelines",
     "description": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...",
     "risk": "unknown",
@@ -2122,7 +2122,7 @@
   {
     "id": "backend-development-feature-development",
     "path": "skills/backend-development-feature-development",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "backend-development-feature-development",
     "description": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.",
     "risk": "unknown",
@@ -2132,7 +2132,7 @@
   {
     "id": "backend-security-coder",
     "path": "skills/backend-security-coder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-security-coder",
     "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.",
     "risk": "unknown",
@@ -2142,7 +2142,7 @@
   {
     "id": "backtesting-frameworks",
     "path": "skills/backtesting-frameworks",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "backtesting-frameworks",
     "description": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...",
     "risk": "unknown",
@@ -2152,7 +2152,7 @@
   {
     "id": "bamboohr-automation",
     "path": "skills/bamboohr-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bamboohr-automation",
     "description": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2172,7 +2172,7 @@
   {
     "id": "basecamp-automation",
     "path": "skills/basecamp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "basecamp-automation",
     "description": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2182,7 +2182,7 @@
   {
     "id": "bash-defensive-patterns",
     "path": "skills/bash-defensive-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "bash-defensive-patterns",
     "description": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.",
     "risk": "unknown",
@@ -2192,7 +2192,7 @@
   {
     "id": "bash-linux",
     "path": "skills/bash-linux",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bash-linux",
     "description": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.",
     "risk": "unknown",
@@ -2202,7 +2202,7 @@
   {
     "id": "bash-pro",
     "path": "skills/bash-pro",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bash-pro",
     "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n",
     "risk": "unknown",
@@ -2222,7 +2222,7 @@
   {
     "id": "bats-testing-patterns",
     "path": "skills/bats-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "bats-testing-patterns",
     "description": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.",
     "risk": "unknown",
@@ -2232,7 +2232,7 @@
   {
     "id": "bazel-build-optimization",
     "path": "skills/bazel-build-optimization",
-    "category": "database",
+    "category": "uncategorized",
     "name": "bazel-build-optimization",
     "description": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.",
     "risk": "unknown",
@@ -2242,7 +2242,7 @@
   {
     "id": "beautiful-prose",
     "path": "skills/beautiful-prose",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "beautiful-prose",
     "description": "Hard-edged writing style contract for timeless, forceful English prose without AI tics",
     "risk": "safe",
@@ -2252,7 +2252,7 @@
   {
     "id": "behavioral-modes",
     "path": "skills/behavioral-modes",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "behavioral-modes",
     "description": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.",
     "risk": "unknown",
@@ -2262,7 +2262,7 @@
   {
     "id": "bevy-ecs-expert",
     "path": "skills/bevy-ecs-expert",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "bevy-ecs-expert",
     "description": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.",
     "risk": "safe",
@@ -2272,7 +2272,7 @@
   {
     "id": "billing-automation",
     "path": "skills/billing-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "billing-automation",
     "description": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...",
     "risk": "unknown",
@@ -2282,7 +2282,7 @@
   {
     "id": "binary-analysis-patterns",
     "path": "skills/binary-analysis-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "binary-analysis-patterns",
     "description": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...",
     "risk": "unknown",
@@ -2292,7 +2292,7 @@
   {
     "id": "bitbucket-automation",
     "path": "skills/bitbucket-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bitbucket-automation",
     "description": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2302,7 +2302,7 @@
   {
     "id": "blockchain-developer",
     "path": "skills/blockchain-developer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "blockchain-developer",
     "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.",
     "risk": "unknown",
@@ -2312,7 +2312,7 @@
   {
     "id": "blockrun",
     "path": "skills/blockrun",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "blockrun",
     "description": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...",
     "risk": "unknown",
@@ -2322,7 +2322,7 @@
   {
     "id": "box-automation",
     "path": "skills/box-automation",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "box-automation",
     "description": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...",
     "risk": "unknown",
@@ -2332,7 +2332,7 @@
   {
     "id": "brainstorming",
     "path": "skills/brainstorming",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brainstorming",
     "description": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.",
     "risk": "unknown",
@@ -2342,7 +2342,7 @@
   {
     "id": "brand-guidelines-anthropic",
     "path": "skills/brand-guidelines-anthropic",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brand-guidelines-anthropic",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2352,7 +2352,7 @@
   {
     "id": "brand-guidelines-community",
     "path": "skills/brand-guidelines-community",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brand-guidelines-community",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2362,7 +2362,7 @@
   {
     "id": "brevo-automation",
     "path": "skills/brevo-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "brevo-automation",
     "description": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...",
     "risk": "unknown",
@@ -2372,7 +2372,7 @@
   {
     "id": "broken-authentication",
     "path": "skills/broken-authentication",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "broken-authentication",
     "description": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...",
     "risk": "unknown",
@@ -2382,7 +2382,7 @@
   {
     "id": "browser-automation",
     "path": "skills/browser-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "browser-automation",
     "description": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...",
     "risk": "unknown",
@@ -2392,7 +2392,7 @@
   {
     "id": "browser-extension-builder",
     "path": "skills/browser-extension-builder",
-    "category": "content",
+    "category": "uncategorized",
     "name": "browser-extension-builder",
     "description": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...",
     "risk": "unknown",
@@ -2402,7 +2402,7 @@
   {
     "id": "bullmq-specialist",
     "path": "skills/bullmq-specialist",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "bullmq-specialist",
     "description": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.",
     "risk": "unknown",
@@ -2412,7 +2412,7 @@
   {
     "id": "bun-development",
     "path": "skills/bun-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "bun-development",
     "description": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...",
     "risk": "unknown",
@@ -2422,7 +2422,7 @@
   {
     "id": "burp-suite-testing",
     "path": "skills/burp-suite-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "burp-suite-testing",
     "description": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...",
     "risk": "unknown",
@@ -2432,7 +2432,7 @@
   {
     "id": "business-analyst",
     "path": "skills/business-analyst",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "business-analyst",
     "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.",
     "risk": "unknown",
@@ -2462,7 +2462,7 @@
   {
     "id": "c4-architecture-c4-architecture",
     "path": "skills/c4-architecture-c4-architecture",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-architecture-c4-architecture",
     "description": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.",
     "risk": "unknown",
@@ -2472,7 +2472,7 @@
   {
     "id": "c4-code",
     "path": "skills/c4-code",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-code",
     "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.",
     "risk": "unknown",
@@ -2482,7 +2482,7 @@
   {
     "id": "c4-component",
     "path": "skills/c4-component",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "c4-component",
     "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.",
     "risk": "unknown",
@@ -2492,7 +2492,7 @@
   {
     "id": "c4-container",
     "path": "skills/c4-container",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "c4-container",
     "description": "Expert C4 Container-level documentation specialist.",
     "risk": "unknown",
@@ -2502,7 +2502,7 @@
   {
     "id": "c4-context",
     "path": "skills/c4-context",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-context",
     "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.",
     "risk": "unknown",
@@ -2512,7 +2512,7 @@
   {
     "id": "cal-com-automation",
     "path": "skills/cal-com-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "cal-com-automation",
     "description": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2532,7 +2532,7 @@
   {
     "id": "calendly-automation",
     "path": "skills/calendly-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "calendly-automation",
     "description": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2542,7 +2542,7 @@
   {
     "id": "canva-automation",
     "path": "skills/canva-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "canva-automation",
     "description": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2552,7 +2552,7 @@
   {
     "id": "canvas-design",
     "path": "skills/canvas-design",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "canvas-design",
     "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...",
     "risk": "unknown",
@@ -2562,7 +2562,7 @@
   {
     "id": "carrier-relationship-management",
     "path": "skills/carrier-relationship-management",
-    "category": "database",
+    "category": "uncategorized",
     "name": "carrier-relationship-management",
     "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.",
     "risk": "safe",
@@ -2572,7 +2572,7 @@
   {
     "id": "cc-skill-backend-patterns",
     "path": "skills/cc-skill-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cc-skill-backend-patterns",
     "description": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.",
     "risk": "unknown",
@@ -2582,7 +2582,7 @@
   {
     "id": "cc-skill-clickhouse-io",
     "path": "skills/cc-skill-clickhouse-io",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cc-skill-clickhouse-io",
     "description": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.",
     "risk": "unknown",
@@ -2592,7 +2592,7 @@
   {
     "id": "cc-skill-coding-standards",
     "path": "skills/cc-skill-coding-standards",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "cc-skill-coding-standards",
     "description": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.",
     "risk": "unknown",
@@ -2612,7 +2612,7 @@
   {
     "id": "cc-skill-frontend-patterns",
     "path": "skills/cc-skill-frontend-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "cc-skill-frontend-patterns",
     "description": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.",
     "risk": "unknown",
@@ -2632,7 +2632,7 @@
   {
     "id": "cc-skill-security-review",
     "path": "skills/cc-skill-security-review",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cc-skill-security-review",
     "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...",
     "risk": "unknown",
@@ -2652,7 +2652,7 @@
   {
     "id": "cdk-patterns",
     "path": "skills/cdk-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cdk-patterns",
     "description": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.",
     "risk": "unknown",
@@ -2662,7 +2662,7 @@
   {
     "id": "changelog-automation",
     "path": "skills/changelog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "changelog-automation",
     "description": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.",
     "risk": "unknown",
@@ -2672,7 +2672,7 @@
   {
     "id": "chrome-extension-developer",
     "path": "skills/chrome-extension-developer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "chrome-extension-developer",
     "description": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.",
     "risk": "safe",
@@ -2682,7 +2682,7 @@
   {
     "id": "cicd-automation-workflow-automate",
     "path": "skills/cicd-automation-workflow-automate",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "cicd-automation-workflow-automate",
     "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...",
     "risk": "unknown",
@@ -2692,7 +2692,7 @@
   {
     "id": "circleci-automation",
     "path": "skills/circleci-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "circleci-automation",
     "description": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2702,7 +2702,7 @@
   {
     "id": "clarity-gate",
     "path": "skills/clarity-gate",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "clarity-gate",
     "description": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow",
     "risk": "safe",
@@ -2712,7 +2712,7 @@
   {
     "id": "claude-ally-health",
     "path": "skills/claude-ally-health",
-    "category": "database",
+    "category": "uncategorized",
     "name": "claude-ally-health",
     "description": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.",
     "risk": "safe",
@@ -2732,7 +2732,7 @@
   {
     "id": "claude-d3js-skill",
     "path": "skills/claude-d3js-skill",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "claude-d3js-skill",
     "description": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...",
     "risk": "unknown",
@@ -2772,7 +2772,7 @@
   {
     "id": "clean-code",
     "path": "skills/clean-code",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "clean-code",
     "description": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...",
     "risk": "safe",
@@ -2782,7 +2782,7 @@
   {
     "id": "clerk-auth",
     "path": "skills/clerk-auth",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "clerk-auth",
     "description": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.",
     "risk": "unknown",
@@ -2792,7 +2792,7 @@
   {
     "id": "clickup-automation",
     "path": "skills/clickup-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "clickup-automation",
     "description": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2802,7 +2802,7 @@
   {
     "id": "close-automation",
     "path": "skills/close-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "close-automation",
     "description": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2812,7 +2812,7 @@
   {
     "id": "cloud-architect",
     "path": "skills/cloud-architect",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloud-architect",
     "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.",
     "risk": "unknown",
@@ -2832,7 +2832,7 @@
   {
     "id": "cloud-penetration-testing",
     "path": "skills/cloud-penetration-testing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloud-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...",
     "risk": "unknown",
@@ -2842,7 +2842,7 @@
   {
     "id": "cloudflare-workers-expert",
     "path": "skills/cloudflare-workers-expert",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloudflare-workers-expert",
     "description": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.",
     "risk": "safe",
@@ -2852,7 +2852,7 @@
   {
     "id": "cloudformation-best-practices",
     "path": "skills/cloudformation-best-practices",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloudformation-best-practices",
     "description": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.",
     "risk": "unknown",
@@ -2862,7 +2862,7 @@
   {
     "id": "coda-automation",
     "path": "skills/coda-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "coda-automation",
     "description": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2872,7 +2872,7 @@
   {
     "id": "code-documentation-code-explain",
     "path": "skills/code-documentation-code-explain",
-    "category": "content",
+    "category": "uncategorized",
     "name": "code-documentation-code-explain",
     "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...",
     "risk": "unknown",
@@ -2882,7 +2882,7 @@
   {
     "id": "code-documentation-doc-generate",
     "path": "skills/code-documentation-doc-generate",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "code-documentation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -2892,7 +2892,7 @@
   {
     "id": "code-refactoring-context-restore",
     "path": "skills/code-refactoring-context-restore",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "code-refactoring-context-restore",
     "description": "Use when working with code refactoring context restore",
     "risk": "unknown",
@@ -2922,7 +2922,7 @@
   {
     "id": "code-review-ai-ai-review",
     "path": "skills/code-review-ai-ai-review",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "code-review-ai-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -2932,7 +2932,7 @@
   {
     "id": "code-review-checklist",
     "path": "skills/code-review-checklist",
-    "category": "security",
+    "category": "uncategorized",
     "name": "code-review-checklist",
     "description": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability",
     "risk": "unknown",
@@ -2942,7 +2942,7 @@
   {
     "id": "code-review-excellence",
     "path": "skills/code-review-excellence",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "code-review-excellence",
     "description": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...",
     "risk": "unknown",
@@ -2952,7 +2952,7 @@
   {
     "id": "code-reviewer",
     "path": "skills/code-reviewer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "code-reviewer",
     "description": "Elite code review expert specializing in modern AI-powered code",
     "risk": "unknown",
@@ -2962,7 +2962,7 @@
   {
     "id": "codebase-cleanup-deps-audit",
     "path": "skills/codebase-cleanup-deps-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "codebase-cleanup-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -2992,7 +2992,7 @@
   {
     "id": "codex-review",
     "path": "skills/codex-review",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "codex-review",
     "description": "Professional code review with auto CHANGELOG generation, integrated with Codex AI",
     "risk": "unknown",
@@ -3002,7 +3002,7 @@
   {
     "id": "commit",
     "path": "skills/commit",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "commit",
     "description": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...",
     "risk": "safe",
@@ -3012,7 +3012,7 @@
   {
     "id": "competitive-landscape",
     "path": "skills/competitive-landscape",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "competitive-landscape",
     "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...",
     "risk": "unknown",
@@ -3022,7 +3022,7 @@
   {
     "id": "competitor-alternatives",
     "path": "skills/competitor-alternatives",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "competitor-alternatives",
     "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...",
     "risk": "unknown",
@@ -3042,7 +3042,7 @@
   {
     "id": "comprehensive-review-pr-enhance",
     "path": "skills/comprehensive-review-pr-enhance",
-    "category": "content",
+    "category": "uncategorized",
     "name": "comprehensive-review-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...",
     "risk": "unknown",
@@ -3052,7 +3052,7 @@
   {
     "id": "computer-use-agents",
     "path": "skills/computer-use-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "computer-use-agents",
     "description": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...",
     "risk": "unknown",
@@ -3062,7 +3062,7 @@
   {
     "id": "computer-vision-expert",
     "path": "skills/computer-vision-expert",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "computer-vision-expert",
     "description": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.",
     "risk": "unknown",
@@ -3082,7 +3082,7 @@
   {
     "id": "conductor-implement",
     "path": "skills/conductor-implement",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "conductor-implement",
     "description": "Execute tasks from a track's implementation plan following TDD workflow",
     "risk": "unknown",
@@ -3092,7 +3092,7 @@
   {
     "id": "conductor-manage",
     "path": "skills/conductor-manage",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "conductor-manage",
     "description": "Manage track lifecycle: archive, restore, delete, rename, and cleanup",
     "risk": "unknown",
@@ -3112,7 +3112,7 @@
   {
     "id": "conductor-revert",
     "path": "skills/conductor-revert",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "conductor-revert",
     "description": "Git-aware undo by logical work unit (track, phase, or task)",
     "risk": "unknown",
@@ -3122,7 +3122,7 @@
   {
     "id": "conductor-setup",
     "path": "skills/conductor-setup",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "conductor-setup",
     "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n",
     "risk": "unknown",
@@ -3152,7 +3152,7 @@
   {
     "id": "confluence-automation",
     "path": "skills/confluence-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "confluence-automation",
     "description": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3172,7 +3172,7 @@
   {
     "id": "content-marketer",
     "path": "skills/content-marketer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "content-marketer",
     "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.",
     "risk": "unknown",
@@ -3182,7 +3182,7 @@
   {
     "id": "context-compression",
     "path": "skills/context-compression",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "context-compression",
     "description": "Design and evaluate compression strategies for long-running sessions",
     "risk": "safe",
@@ -3192,7 +3192,7 @@
   {
     "id": "context-degradation",
     "path": "skills/context-degradation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "context-degradation",
     "description": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash",
     "risk": "safe",
@@ -3202,7 +3202,7 @@
   {
     "id": "context-driven-development",
     "path": "skills/context-driven-development",
-    "category": "content",
+    "category": "uncategorized",
     "name": "context-driven-development",
     "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...",
     "risk": "unknown",
@@ -3222,7 +3222,7 @@
   {
     "id": "context-management-context-restore",
     "path": "skills/context-management-context-restore",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "context-management-context-restore",
     "description": "Use when working with context management context restore",
     "risk": "unknown",
@@ -3242,7 +3242,7 @@
   {
     "id": "context-manager",
     "path": "skills/context-manager",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "context-manager",
     "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.",
     "risk": "unknown",
@@ -3252,7 +3252,7 @@
   {
     "id": "context-optimization",
     "path": "skills/context-optimization",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "context-optimization",
     "description": "Apply compaction, masking, and caching strategies",
     "risk": "safe",
@@ -3262,7 +3262,7 @@
   {
     "id": "context-window-management",
     "path": "skills/context-window-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "context-window-management",
     "description": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...",
     "risk": "unknown",
@@ -3272,7 +3272,7 @@
   {
     "id": "context7-auto-research",
     "path": "skills/context7-auto-research",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "context7-auto-research",
     "description": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API",
     "risk": "unknown",
@@ -3282,7 +3282,7 @@
   {
     "id": "conversation-memory",
     "path": "skills/conversation-memory",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "conversation-memory",
     "description": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.",
     "risk": "unknown",
@@ -3292,7 +3292,7 @@
   {
     "id": "convertkit-automation",
     "path": "skills/convertkit-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "convertkit-automation",
     "description": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3302,7 +3302,7 @@
   {
     "id": "convex",
     "path": "skills/convex",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "convex",
     "description": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.",
     "risk": "safe",
@@ -3312,7 +3312,7 @@
   {
     "id": "copilot-sdk",
     "path": "skills/copilot-sdk",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "copilot-sdk",
     "description": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...",
     "risk": "unknown",
@@ -3332,7 +3332,7 @@
   {
     "id": "copywriting",
     "path": "skills/copywriting",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "copywriting",
     "description": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.",
     "risk": "unknown",
@@ -3342,7 +3342,7 @@
   {
     "id": "core-components",
     "path": "skills/core-components",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "core-components",
     "description": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.",
     "risk": "unknown",
@@ -3352,7 +3352,7 @@
   {
     "id": "cost-optimization",
     "path": "skills/cost-optimization",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cost-optimization",
     "description": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...",
     "risk": "unknown",
@@ -3362,7 +3362,7 @@
   {
     "id": "cpp-pro",
     "path": "skills/cpp-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cpp-pro",
     "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.",
     "risk": "unknown",
@@ -3372,7 +3372,7 @@
   {
     "id": "cqrs-implementation",
     "path": "skills/cqrs-implementation",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cqrs-implementation",
     "description": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.",
     "risk": "unknown",
@@ -3382,7 +3382,7 @@
   {
     "id": "create-pr",
     "path": "skills/create-pr",
-    "category": "content",
+    "category": "uncategorized",
     "name": "create-pr",
     "description": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.",
     "risk": "safe",
@@ -3392,7 +3392,7 @@
   {
     "id": "crewai",
     "path": "skills/crewai",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "crewai",
     "description": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...",
     "risk": "unknown",
@@ -3402,7 +3402,7 @@
   {
     "id": "crypto-bd-agent",
     "path": "skills/crypto-bd-agent",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "crypto-bd-agent",
     "description": "Autonomous crypto business development patterns \u2014 multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...",
     "risk": "safe",
@@ -3412,7 +3412,7 @@
   {
     "id": "csharp-pro",
     "path": "skills/csharp-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "csharp-pro",
     "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.",
     "risk": "unknown",
@@ -3422,7 +3422,7 @@
   {
     "id": "culture-index",
     "path": "skills/culture-index",
-    "category": "database",
+    "category": "uncategorized",
     "name": "culture-index",
     "description": "Index and search culture documentation",
     "risk": "safe",
@@ -3432,7 +3432,7 @@
   {
     "id": "customer-support",
     "path": "skills/customer-support",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "customer-support",
     "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.",
     "risk": "unknown",
@@ -3442,7 +3442,7 @@
   {
     "id": "customs-trade-compliance",
     "path": "skills/customs-trade-compliance",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "customs-trade-compliance",
     "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.",
     "risk": "safe",
@@ -3452,7 +3452,7 @@
   {
     "id": "daily-news-report",
     "path": "skills/daily-news-report",
-    "category": "content",
+    "category": "uncategorized",
     "name": "daily-news-report",
     "description": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.",
     "risk": "unknown",
@@ -3462,7 +3462,7 @@
   {
     "id": "data-engineer",
     "path": "skills/data-engineer",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "data-engineer",
     "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.",
     "risk": "unknown",
@@ -3472,7 +3472,7 @@
   {
     "id": "data-engineering-data-driven-feature",
     "path": "skills/data-engineering-data-driven-feature",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "data-engineering-data-driven-feature",
     "description": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.",
     "risk": "unknown",
@@ -3482,7 +3482,7 @@
   {
     "id": "data-engineering-data-pipeline",
     "path": "skills/data-engineering-data-pipeline",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-engineering-data-pipeline",
     "description": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.",
     "risk": "unknown",
@@ -3492,7 +3492,7 @@
   {
     "id": "data-quality-frameworks",
     "path": "skills/data-quality-frameworks",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-quality-frameworks",
     "description": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.",
     "risk": "unknown",
@@ -3502,7 +3502,7 @@
   {
     "id": "data-scientist",
     "path": "skills/data-scientist",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-scientist",
     "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.",
     "risk": "unknown",
@@ -3512,7 +3512,7 @@
   {
     "id": "data-storytelling",
     "path": "skills/data-storytelling",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-storytelling",
     "description": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...",
     "risk": "unknown",
@@ -3522,7 +3522,7 @@
   {
     "id": "data-structure-protocol",
     "path": "skills/data-structure-protocol",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-structure-protocol",
     "description": "Give agents persistent structural memory of a codebase \u2014 navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.",
     "risk": "safe",
@@ -3542,7 +3542,7 @@
   {
     "id": "database-admin",
     "path": "skills/database-admin",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "database-admin",
     "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.",
     "risk": "unknown",
@@ -3552,7 +3552,7 @@
   {
     "id": "database-architect",
     "path": "skills/database-architect",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-architect",
     "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.",
     "risk": "unknown",
@@ -3562,7 +3562,7 @@
   {
     "id": "database-cloud-optimization-cost-optimize",
     "path": "skills/database-cloud-optimization-cost-optimize",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-cloud-optimization-cost-optimize",
     "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...",
     "risk": "unknown",
@@ -3572,7 +3572,7 @@
   {
     "id": "database-design",
     "path": "skills/database-design",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-design",
     "description": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.",
     "risk": "unknown",
@@ -3582,7 +3582,7 @@
   {
     "id": "database-migration",
     "path": "skills/database-migration",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migration",
     "description": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...",
     "risk": "unknown",
@@ -3592,7 +3592,7 @@
   {
     "id": "database-migrations-migration-observability",
     "path": "skills/database-migrations-migration-observability",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migrations-migration-observability",
     "description": "Migration monitoring, CDC, and observability infrastructure",
     "risk": "unknown",
@@ -3602,7 +3602,7 @@
   {
     "id": "database-migrations-sql-migrations",
     "path": "skills/database-migrations-sql-migrations",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migrations-sql-migrations",
     "description": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.",
     "risk": "unknown",
@@ -3612,7 +3612,7 @@
   {
     "id": "database-optimizer",
     "path": "skills/database-optimizer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-optimizer",
     "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.",
     "risk": "unknown",
@@ -3622,7 +3622,7 @@
   {
     "id": "datadog-automation",
     "path": "skills/datadog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "datadog-automation",
     "description": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3632,7 +3632,7 @@
   {
     "id": "dbos-golang",
     "path": "skills/dbos-golang",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dbos-golang",
     "description": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...",
     "risk": "safe",
@@ -3642,7 +3642,7 @@
   {
     "id": "dbos-python",
     "path": "skills/dbos-python",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dbos-python",
     "description": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...",
     "risk": "safe",
@@ -3652,7 +3652,7 @@
   {
     "id": "dbos-typescript",
     "path": "skills/dbos-typescript",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "dbos-typescript",
     "description": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...",
     "risk": "safe",
@@ -3662,7 +3662,7 @@
   {
     "id": "dbt-transformation-patterns",
     "path": "skills/dbt-transformation-patterns",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "dbt-transformation-patterns",
     "description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...",
     "risk": "unknown",
@@ -3672,7 +3672,7 @@
   {
     "id": "ddd-context-mapping",
     "path": "skills/ddd-context-mapping",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ddd-context-mapping",
     "description": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.",
     "risk": "safe",
@@ -3682,7 +3682,7 @@
   {
     "id": "ddd-strategic-design",
     "path": "skills/ddd-strategic-design",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ddd-strategic-design",
     "description": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.",
     "risk": "safe",
@@ -3692,7 +3692,7 @@
   {
     "id": "ddd-tactical-patterns",
     "path": "skills/ddd-tactical-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ddd-tactical-patterns",
     "description": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.",
     "risk": "safe",
@@ -3702,7 +3702,7 @@
   {
     "id": "debugger",
     "path": "skills/debugger",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "debugger",
     "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n",
     "risk": "unknown",
@@ -3712,7 +3712,7 @@
   {
     "id": "debugging-strategies",
     "path": "skills/debugging-strategies",
-    "category": "database",
+    "category": "uncategorized",
     "name": "debugging-strategies",
     "description": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...",
     "risk": "unknown",
@@ -3732,7 +3732,7 @@
   {
     "id": "deep-research",
     "path": "skills/deep-research",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "deep-research",
     "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...",
     "risk": "safe",
@@ -3742,7 +3742,7 @@
   {
     "id": "defi-protocol-templates",
     "path": "skills/defi-protocol-templates",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "defi-protocol-templates",
     "description": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.",
     "risk": "unknown",
@@ -3752,7 +3752,7 @@
   {
     "id": "dependency-management-deps-audit",
     "path": "skills/dependency-management-deps-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "dependency-management-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -3762,7 +3762,7 @@
   {
     "id": "dependency-upgrade",
     "path": "skills/dependency-upgrade",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "dependency-upgrade",
     "description": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...",
     "risk": "unknown",
@@ -3772,7 +3772,7 @@
   {
     "id": "deployment-engineer",
     "path": "skills/deployment-engineer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-engineer",
     "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.",
     "risk": "unknown",
@@ -3782,7 +3782,7 @@
   {
     "id": "deployment-pipeline-design",
     "path": "skills/deployment-pipeline-design",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-pipeline-design",
     "description": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...",
     "risk": "unknown",
@@ -3792,7 +3792,7 @@
   {
     "id": "deployment-procedures",
     "path": "skills/deployment-procedures",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-procedures",
     "description": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.",
     "risk": "unknown",
@@ -3802,7 +3802,7 @@
   {
     "id": "deployment-validation-config-validate",
     "path": "skills/deployment-validation-config-validate",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-validation-config-validate",
     "description": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat",
     "risk": "unknown",
@@ -3822,7 +3822,7 @@
   {
     "id": "design-orchestration",
     "path": "skills/design-orchestration",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "design-orchestration",
     "description": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.",
     "risk": "unknown",
@@ -3842,7 +3842,7 @@
   {
     "id": "devops-troubleshooter",
     "path": "skills/devops-troubleshooter",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "devops-troubleshooter",
     "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.",
     "risk": "unknown",
@@ -3852,7 +3852,7 @@
   {
     "id": "discord-automation",
     "path": "skills/discord-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "discord-automation",
     "description": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3862,7 +3862,7 @@
   {
     "id": "discord-bot-architect",
     "path": "skills/discord-bot-architect",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "discord-bot-architect",
     "description": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.",
     "risk": "unknown",
@@ -3882,7 +3882,7 @@
   {
     "id": "distributed-debugging-debug-trace",
     "path": "skills/distributed-debugging-debug-trace",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "distributed-debugging-debug-trace",
     "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...",
     "risk": "unknown",
@@ -3892,7 +3892,7 @@
   {
     "id": "distributed-tracing",
     "path": "skills/distributed-tracing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "distributed-tracing",
     "description": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...",
     "risk": "unknown",
@@ -3902,7 +3902,7 @@
   {
     "id": "django-pro",
     "path": "skills/django-pro",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "django-pro",
     "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.",
     "risk": "unknown",
@@ -3912,7 +3912,7 @@
   {
     "id": "doc-coauthoring",
     "path": "skills/doc-coauthoring",
-    "category": "content",
+    "category": "uncategorized",
     "name": "doc-coauthoring",
     "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...",
     "risk": "unknown",
@@ -3932,7 +3932,7 @@
   {
     "id": "docs-architect",
     "path": "skills/docs-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "docs-architect",
     "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.",
     "risk": "unknown",
@@ -3952,7 +3952,7 @@
   {
     "id": "documentation-generation-doc-generate",
     "path": "skills/documentation-generation-doc-generate",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "documentation-generation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -3962,7 +3962,7 @@
   {
     "id": "documentation-templates",
     "path": "skills/documentation-templates",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "documentation-templates",
     "description": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.",
     "risk": "unknown",
@@ -3972,7 +3972,7 @@
   {
     "id": "docusign-automation",
     "path": "skills/docusign-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "docusign-automation",
     "description": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3982,7 +3982,7 @@
   {
     "id": "docx-official",
     "path": "skills/docx-official",
-    "category": "database",
+    "category": "uncategorized",
     "name": "docx-official",
     "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...",
     "risk": "unknown",
@@ -3992,7 +3992,7 @@
   {
     "id": "domain-driven-design",
     "path": "skills/domain-driven-design",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "domain-driven-design",
     "description": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.",
     "risk": "safe",
@@ -4002,7 +4002,7 @@
   {
     "id": "dotnet-architect",
     "path": "skills/dotnet-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-architect",
     "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.",
     "risk": "unknown",
@@ -4012,7 +4012,7 @@
   {
     "id": "dotnet-backend",
     "path": "skills/dotnet-backend",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-backend",
     "description": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.",
     "risk": "safe",
@@ -4022,7 +4022,7 @@
   {
     "id": "dotnet-backend-patterns",
     "path": "skills/dotnet-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-backend-patterns",
     "description": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...",
     "risk": "unknown",
@@ -4042,7 +4042,7 @@
   {
     "id": "dropbox-automation",
     "path": "skills/dropbox-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "dropbox-automation",
     "description": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4052,7 +4052,7 @@
   {
     "id": "dx-optimizer",
     "path": "skills/dx-optimizer",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "dx-optimizer",
     "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.",
     "risk": "unknown",
@@ -4072,7 +4072,7 @@
   {
     "id": "e2e-testing-patterns",
     "path": "skills/e2e-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "e2e-testing-patterns",
     "description": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...",
     "risk": "unknown",
@@ -4082,7 +4082,7 @@
   {
     "id": "elixir-pro",
     "path": "skills/elixir-pro",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "elixir-pro",
     "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.",
     "risk": "unknown",
@@ -4092,7 +4092,7 @@
   {
     "id": "email-sequence",
     "path": "skills/email-sequence",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "email-sequence",
     "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...",
     "risk": "unknown",
@@ -4102,7 +4102,7 @@
   {
     "id": "email-systems",
     "path": "skills/email-systems",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "email-systems",
     "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...",
     "risk": "unknown",
@@ -4112,7 +4112,7 @@
   {
     "id": "embedding-strategies",
     "path": "skills/embedding-strategies",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "embedding-strategies",
     "description": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...",
     "risk": "unknown",
@@ -4152,7 +4152,7 @@
   {
     "id": "error-debugging-error-analysis",
     "path": "skills/error-debugging-error-analysis",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "error-debugging-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4162,7 +4162,7 @@
   {
     "id": "error-debugging-error-trace",
     "path": "skills/error-debugging-error-trace",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "error-debugging-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...",
     "risk": "unknown",
@@ -4182,7 +4182,7 @@
   {
     "id": "error-detective",
     "path": "skills/error-detective",
-    "category": "content",
+    "category": "uncategorized",
     "name": "error-detective",
     "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.",
     "risk": "unknown",
@@ -4192,7 +4192,7 @@
   {
     "id": "error-diagnostics-error-analysis",
     "path": "skills/error-diagnostics-error-analysis",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "error-diagnostics-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4202,7 +4202,7 @@
   {
     "id": "error-diagnostics-error-trace",
     "path": "skills/error-diagnostics-error-trace",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "error-diagnostics-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,",
     "risk": "unknown",
@@ -4222,7 +4222,7 @@
   {
     "id": "error-handling-patterns",
     "path": "skills/error-handling-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "error-handling-patterns",
     "description": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...",
     "risk": "unknown",
@@ -4232,7 +4232,7 @@
   {
     "id": "ethical-hacking-methodology",
     "path": "skills/ethical-hacking-methodology",
-    "category": "security",
+    "category": "uncategorized",
     "name": "ethical-hacking-methodology",
     "description": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...",
     "risk": "unknown",
@@ -4252,7 +4252,7 @@
   {
     "id": "event-sourcing-architect",
     "path": "skills/event-sourcing-architect",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "event-sourcing-architect",
     "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...",
     "risk": "unknown",
@@ -4262,7 +4262,7 @@
   {
     "id": "event-store-design",
     "path": "skills/event-store-design",
-    "category": "content",
+    "category": "uncategorized",
     "name": "event-store-design",
     "description": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.",
     "risk": "unknown",
@@ -4272,7 +4272,7 @@
   {
     "id": "exa-search",
     "path": "skills/exa-search",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "exa-search",
     "description": "Semantic search, similar content discovery, and structured research using Exa API",
     "risk": "unknown",
@@ -4282,7 +4282,7 @@
   {
     "id": "executing-plans",
     "path": "skills/executing-plans",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "executing-plans",
     "description": "Use when you have a written implementation plan to execute in a separate session with review checkpoints",
     "risk": "unknown",
@@ -4292,7 +4292,7 @@
   {
     "id": "expo-deployment",
     "path": "skills/expo-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "expo-deployment",
     "description": "Deploy Expo apps to production",
     "risk": "safe",
@@ -4302,7 +4302,7 @@
   {
     "id": "fal-audio",
     "path": "skills/fal-audio",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-audio",
     "description": "Text-to-speech and speech-to-text using fal.ai audio models",
     "risk": "safe",
@@ -4312,7 +4312,7 @@
   {
     "id": "fal-generate",
     "path": "skills/fal-generate",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-generate",
     "description": "Generate images and videos using fal.ai AI models",
     "risk": "safe",
@@ -4322,7 +4322,7 @@
   {
     "id": "fal-image-edit",
     "path": "skills/fal-image-edit",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-image-edit",
     "description": "AI-powered image editing with style transfer and object removal",
     "risk": "safe",
@@ -4332,7 +4332,7 @@
   {
     "id": "fal-platform",
     "path": "skills/fal-platform",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fal-platform",
     "description": "Platform APIs for model management, pricing, and usage tracking",
     "risk": "safe",
@@ -4342,7 +4342,7 @@
   {
     "id": "fal-upscale",
     "path": "skills/fal-upscale",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-upscale",
     "description": "Upscale and enhance image and video resolution using AI",
     "risk": "safe",
@@ -4352,7 +4352,7 @@
   {
     "id": "fal-workflow",
     "path": "skills/fal-workflow",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-workflow",
     "description": "Generate workflow JSON files for chaining AI models",
     "risk": "safe",
@@ -4362,7 +4362,7 @@
   {
     "id": "fastapi-pro",
     "path": "skills/fastapi-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-pro",
     "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.",
     "risk": "unknown",
@@ -4372,7 +4372,7 @@
   {
     "id": "fastapi-router-py",
     "path": "skills/fastapi-router-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-router-py",
     "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...",
     "risk": "unknown",
@@ -4382,7 +4382,7 @@
   {
     "id": "fastapi-templates",
     "path": "skills/fastapi-templates",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-templates",
     "description": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.",
     "risk": "unknown",
@@ -4392,7 +4392,7 @@
   {
     "id": "ffuf-claude-skill",
     "path": "skills/ffuf-claude-skill",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ffuf-claude-skill",
     "description": "Web fuzzing with ffuf",
     "risk": "safe",
@@ -4402,7 +4402,7 @@
   {
     "id": "figma-automation",
     "path": "skills/figma-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "figma-automation",
     "description": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4422,7 +4422,7 @@
   {
     "id": "file-path-traversal",
     "path": "skills/file-path-traversal",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "file-path-traversal",
     "description": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...",
     "risk": "unknown",
@@ -4432,7 +4432,7 @@
   {
     "id": "file-uploads",
     "path": "skills/file-uploads",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "file-uploads",
     "description": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...",
     "risk": "unknown",
@@ -4442,7 +4442,7 @@
   {
     "id": "find-bugs",
     "path": "skills/find-bugs",
-    "category": "security",
+    "category": "uncategorized",
     "name": "find-bugs",
     "description": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.",
     "risk": "safe",
@@ -4452,7 +4452,7 @@
   {
     "id": "finishing-a-development-branch",
     "path": "skills/finishing-a-development-branch",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "finishing-a-development-branch",
     "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup",
     "risk": "unknown",
@@ -4462,7 +4462,7 @@
   {
     "id": "firebase",
     "path": "skills/firebase",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "firebase",
     "description": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...",
     "risk": "unknown",
@@ -4472,7 +4472,7 @@
   {
     "id": "firecrawl-scraper",
     "path": "skills/firecrawl-scraper",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "firecrawl-scraper",
     "description": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API",
     "risk": "unknown",
@@ -4482,7 +4482,7 @@
   {
     "id": "firmware-analyst",
     "path": "skills/firmware-analyst",
-    "category": "security",
+    "category": "uncategorized",
     "name": "firmware-analyst",
     "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.",
     "risk": "unknown",
@@ -4492,7 +4492,7 @@
   {
     "id": "fix-review",
     "path": "skills/fix-review",
-    "category": "security",
+    "category": "uncategorized",
     "name": "fix-review",
     "description": "Verify fix commits address audit findings without new bugs",
     "risk": "safe",
@@ -4502,7 +4502,7 @@
   {
     "id": "flutter-expert",
     "path": "skills/flutter-expert",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "flutter-expert",
     "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.",
     "risk": "unknown",
@@ -4512,7 +4512,7 @@
   {
     "id": "form-cro",
     "path": "skills/form-cro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "form-cro",
     "description": "Optimize any form that is NOT signup or account registration \u2014 including lead capture, contact, demo request, application, survey, quote, and checkout forms.",
     "risk": "unknown",
@@ -4522,7 +4522,7 @@
   {
     "id": "fp-ts-errors",
     "path": "skills/fp-ts-errors",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "fp-ts-errors",
     "description": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.",
     "risk": "safe",
@@ -4532,7 +4532,7 @@
   {
     "id": "fp-ts-pragmatic",
     "path": "skills/fp-ts-pragmatic",
-    "category": "content",
+    "category": "uncategorized",
     "name": "fp-ts-pragmatic",
     "description": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.",
     "risk": "safe",
@@ -4542,7 +4542,7 @@
   {
     "id": "fp-ts-react",
     "path": "skills/fp-ts-react",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "fp-ts-react",
     "description": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.",
     "risk": "safe",
@@ -4552,7 +4552,7 @@
   {
     "id": "framework-migration-code-migrate",
     "path": "skills/framework-migration-code-migrate",
-    "category": "database",
+    "category": "uncategorized",
     "name": "framework-migration-code-migrate",
     "description": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and",
     "risk": "unknown",
@@ -4562,7 +4562,7 @@
   {
     "id": "framework-migration-deps-upgrade",
     "path": "skills/framework-migration-deps-upgrade",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "framework-migration-deps-upgrade",
     "description": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa",
     "risk": "unknown",
@@ -4572,7 +4572,7 @@
   {
     "id": "framework-migration-legacy-modernize",
     "path": "skills/framework-migration-legacy-modernize",
-    "category": "database",
+    "category": "uncategorized",
     "name": "framework-migration-legacy-modernize",
     "description": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex",
     "risk": "unknown",
@@ -4582,7 +4582,7 @@
   {
     "id": "free-tool-strategy",
     "path": "skills/free-tool-strategy",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "free-tool-strategy",
     "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...",
     "risk": "unknown",
@@ -4592,7 +4592,7 @@
   {
     "id": "freshdesk-automation",
     "path": "skills/freshdesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "freshdesk-automation",
     "description": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4602,7 +4602,7 @@
   {
     "id": "freshservice-automation",
     "path": "skills/freshservice-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "freshservice-automation",
     "description": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4612,7 +4612,7 @@
   {
     "id": "frontend-design",
     "path": "skills/frontend-design",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-design",
     "description": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...",
     "risk": "unknown",
@@ -4622,7 +4622,7 @@
   {
     "id": "frontend-dev-guidelines",
     "path": "skills/frontend-dev-guidelines",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-dev-guidelines",
     "description": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...",
     "risk": "unknown",
@@ -4632,7 +4632,7 @@
   {
     "id": "frontend-developer",
     "path": "skills/frontend-developer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-developer",
     "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.",
     "risk": "unknown",
@@ -4642,7 +4642,7 @@
   {
     "id": "frontend-mobile-development-component-scaffold",
     "path": "skills/frontend-mobile-development-component-scaffold",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-mobile-development-component-scaffold",
     "description": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s",
     "risk": "unknown",
@@ -4652,7 +4652,7 @@
   {
     "id": "frontend-mobile-security-xss-scan",
     "path": "skills/frontend-mobile-security-xss-scan",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-mobile-security-xss-scan",
     "description": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi",
     "risk": "unknown",
@@ -4662,7 +4662,7 @@
   {
     "id": "frontend-security-coder",
     "path": "skills/frontend-security-coder",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-security-coder",
     "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.",
     "risk": "unknown",
@@ -4672,7 +4672,7 @@
   {
     "id": "frontend-slides",
     "path": "skills/frontend-slides",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-slides",
     "description": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...",
     "risk": "safe",
@@ -4682,7 +4682,7 @@
   {
     "id": "frontend-ui-dark-ts",
     "path": "skills/frontend-ui-dark-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-ui-dark-ts",
     "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...",
     "risk": "unknown",
@@ -4692,7 +4692,7 @@
   {
     "id": "full-stack-orchestration-full-stack-feature",
     "path": "skills/full-stack-orchestration-full-stack-feature",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "full-stack-orchestration-full-stack-feature",
     "description": "Use when working with full stack orchestration full stack feature",
     "risk": "unknown",
@@ -4712,7 +4712,7 @@
   {
     "id": "game-audio",
     "path": "skills/game-development/game-audio",
-    "category": "testing",
+    "category": "game-development",
     "name": "game-audio",
     "description": "Game audio principles. Sound design, music integration, adaptive audio systems.",
     "risk": "unknown",
@@ -4732,7 +4732,7 @@
   {
     "id": "game-development",
     "path": "skills/game-development",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "game-development",
     "description": "Game development orchestrator. Routes to platform-specific skills based on project needs.",
     "risk": "unknown",
@@ -4742,7 +4742,7 @@
   {
     "id": "gcp-cloud-run",
     "path": "skills/gcp-cloud-run",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "gcp-cloud-run",
     "description": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...",
     "risk": "unknown",
@@ -4752,7 +4752,7 @@
   {
     "id": "gdpr-data-handling",
     "path": "skills/gdpr-data-handling",
-    "category": "security",
+    "category": "uncategorized",
     "name": "gdpr-data-handling",
     "description": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...",
     "risk": "unknown",
@@ -4762,7 +4762,7 @@
   {
     "id": "gemini-api-dev",
     "path": "skills/gemini-api-dev",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "gemini-api-dev",
     "description": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...",
     "risk": "unknown",
@@ -4772,7 +4772,7 @@
   {
     "id": "gemini-api-integration",
     "path": "skills/gemini-api-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "gemini-api-integration",
     "description": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.",
     "risk": "safe",
@@ -4782,7 +4782,7 @@
   {
     "id": "geo-fundamentals",
     "path": "skills/geo-fundamentals",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "geo-fundamentals",
     "description": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).",
     "risk": "unknown",
@@ -4792,7 +4792,7 @@
   {
     "id": "git-advanced-workflows",
     "path": "skills/git-advanced-workflows",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-advanced-workflows",
     "description": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...",
     "risk": "unknown",
@@ -4802,7 +4802,7 @@
   {
     "id": "git-pr-workflows-git-workflow",
     "path": "skills/git-pr-workflows-git-workflow",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pr-workflows-git-workflow",
     "description": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g",
     "risk": "unknown",
@@ -4812,7 +4812,7 @@
   {
     "id": "git-pr-workflows-onboard",
     "path": "skills/git-pr-workflows-onboard",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "git-pr-workflows-onboard",
     "description": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You",
     "risk": "unknown",
@@ -4822,7 +4822,7 @@
   {
     "id": "git-pr-workflows-pr-enhance",
     "path": "skills/git-pr-workflows-pr-enhance",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pr-workflows-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu",
     "risk": "unknown",
@@ -4832,7 +4832,7 @@
   {
     "id": "git-pushing",
     "path": "skills/git-pushing",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pushing",
     "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...",
     "risk": "unknown",
@@ -4842,7 +4842,7 @@
   {
     "id": "github-actions-templates",
     "path": "skills/github-actions-templates",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "github-actions-templates",
     "description": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...",
     "risk": "unknown",
@@ -4852,7 +4852,7 @@
   {
     "id": "github-automation",
     "path": "skills/github-automation",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "github-automation",
     "description": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.",
     "risk": "unknown",
@@ -4862,7 +4862,7 @@
   {
     "id": "github-issue-creator",
     "path": "skills/github-issue-creator",
-    "category": "content",
+    "category": "uncategorized",
     "name": "github-issue-creator",
     "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...",
     "risk": "unknown",
@@ -4872,7 +4872,7 @@
   {
     "id": "github-workflow-automation",
     "path": "skills/github-workflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "github-workflow-automation",
     "description": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...",
     "risk": "unknown",
@@ -4882,7 +4882,7 @@
   {
     "id": "gitlab-automation",
     "path": "skills/gitlab-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "gitlab-automation",
     "description": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4892,7 +4892,7 @@
   {
     "id": "gitlab-ci-patterns",
     "path": "skills/gitlab-ci-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "gitlab-ci-patterns",
     "description": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...",
     "risk": "unknown",
@@ -4902,7 +4902,7 @@
   {
     "id": "gitops-workflow",
     "path": "skills/gitops-workflow",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "gitops-workflow",
     "description": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...",
     "risk": "unknown",
@@ -4912,7 +4912,7 @@
   {
     "id": "gmail-automation",
     "path": "skills/gmail-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "gmail-automation",
     "description": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4922,7 +4922,7 @@
   {
     "id": "go-concurrency-patterns",
     "path": "skills/go-concurrency-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "go-concurrency-patterns",
     "description": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.",
     "risk": "unknown",
@@ -4932,7 +4932,7 @@
   {
     "id": "go-playwright",
     "path": "skills/go-playwright",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "go-playwright",
     "description": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.",
     "risk": "safe",
@@ -4942,7 +4942,7 @@
   {
     "id": "go-rod-master",
     "path": "skills/go-rod-master",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "go-rod-master",
     "description": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.",
     "risk": "safe",
@@ -4952,7 +4952,7 @@
   {
     "id": "godot-4-migration",
     "path": "skills/godot-4-migration",
-    "category": "database",
+    "category": "uncategorized",
     "name": "godot-4-migration",
     "description": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.",
     "risk": "safe",
@@ -4962,7 +4962,7 @@
   {
     "id": "godot-gdscript-patterns",
     "path": "skills/godot-gdscript-patterns",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "godot-gdscript-patterns",
     "description": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.",
     "risk": "unknown",
@@ -4972,7 +4972,7 @@
   {
     "id": "golang-pro",
     "path": "skills/golang-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "golang-pro",
     "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.",
     "risk": "unknown",
@@ -4982,7 +4982,7 @@
   {
     "id": "google-analytics-automation",
     "path": "skills/google-analytics-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-analytics-automation",
     "description": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4992,7 +4992,7 @@
   {
     "id": "google-calendar-automation",
     "path": "skills/google-calendar-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-calendar-automation",
     "description": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...",
     "risk": "unknown",
@@ -5002,7 +5002,7 @@
   {
     "id": "google-drive-automation",
     "path": "skills/google-drive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-drive-automation",
     "description": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...",
     "risk": "unknown",
@@ -5012,7 +5012,7 @@
   {
     "id": "googlesheets-automation",
     "path": "skills/googlesheets-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "googlesheets-automation",
     "description": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.",
     "risk": "unknown",
@@ -5022,7 +5022,7 @@
   {
     "id": "grafana-dashboards",
     "path": "skills/grafana-dashboards",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "grafana-dashboards",
     "description": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...",
     "risk": "unknown",
@@ -5032,7 +5032,7 @@
   {
     "id": "graphql",
     "path": "skills/graphql",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "graphql",
     "description": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...",
     "risk": "unknown",
@@ -5042,7 +5042,7 @@
   {
     "id": "graphql-architect",
     "path": "skills/graphql-architect",
-    "category": "database",
+    "category": "uncategorized",
     "name": "graphql-architect",
     "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.",
     "risk": "unknown",
@@ -5052,7 +5052,7 @@
   {
     "id": "grpc-golang",
     "path": "skills/grpc-golang",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "grpc-golang",
     "description": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.",
     "risk": "safe",
@@ -5072,7 +5072,7 @@
   {
     "id": "helm-chart-scaffolding",
     "path": "skills/helm-chart-scaffolding",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "helm-chart-scaffolding",
     "description": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...",
     "risk": "unknown",
@@ -5082,7 +5082,7 @@
   {
     "id": "helpdesk-automation",
     "path": "skills/helpdesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "helpdesk-automation",
     "description": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5102,7 +5102,7 @@
   {
     "id": "hig-components-content",
     "path": "skills/hig-components-content",
-    "category": "content",
+    "category": "uncategorized",
     "name": "hig-components-content",
     "description": "Apple Human Interface Guidelines for content display components.",
     "risk": "unknown",
@@ -5112,7 +5112,7 @@
   {
     "id": "hig-components-controls",
     "path": "skills/hig-components-controls",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-controls",
     "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...",
     "risk": "unknown",
@@ -5122,7 +5122,7 @@
   {
     "id": "hig-components-dialogs",
     "path": "skills/hig-components-dialogs",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-dialogs",
     "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.",
     "risk": "unknown",
@@ -5132,7 +5132,7 @@
   {
     "id": "hig-components-layout",
     "path": "skills/hig-components-layout",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-layout",
     "description": "Apple Human Interface Guidelines for layout and navigation components.",
     "risk": "unknown",
@@ -5142,7 +5142,7 @@
   {
     "id": "hig-components-menus",
     "path": "skills/hig-components-menus",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-menus",
     "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...",
     "risk": "unknown",
@@ -5152,7 +5152,7 @@
   {
     "id": "hig-components-search",
     "path": "skills/hig-components-search",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-search",
     "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.",
     "risk": "unknown",
@@ -5162,7 +5162,7 @@
   {
     "id": "hig-components-status",
     "path": "skills/hig-components-status",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-status",
     "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.",
     "risk": "unknown",
@@ -5172,7 +5172,7 @@
   {
     "id": "hig-components-system",
     "path": "skills/hig-components-system",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-components-system",
     "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.",
     "risk": "unknown",
@@ -5182,7 +5182,7 @@
   {
     "id": "hig-foundations",
     "path": "skills/hig-foundations",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-foundations",
     "description": "Apple Human Interface Guidelines design foundations.",
     "risk": "unknown",
@@ -5192,7 +5192,7 @@
   {
     "id": "hig-inputs",
     "path": "skills/hig-inputs",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "hig-inputs",
     "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...",
     "risk": "unknown",
@@ -5202,7 +5202,7 @@
   {
     "id": "hig-patterns",
     "path": "skills/hig-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-patterns",
     "description": "Apple Human Interface Guidelines interaction and UX patterns.",
     "risk": "unknown",
@@ -5212,7 +5212,7 @@
   {
     "id": "hig-platforms",
     "path": "skills/hig-platforms",
-    "category": "database",
+    "category": "uncategorized",
     "name": "hig-platforms",
     "description": "Apple Human Interface Guidelines for platform-specific design.",
     "risk": "unknown",
@@ -5222,7 +5222,7 @@
   {
     "id": "hig-project-context",
     "path": "skills/hig-project-context",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hig-project-context",
     "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.",
     "risk": "unknown",
@@ -5232,7 +5232,7 @@
   {
     "id": "hig-technologies",
     "path": "skills/hig-technologies",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hig-technologies",
     "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...",
     "risk": "unknown",
@@ -5242,7 +5242,7 @@
   {
     "id": "hosted-agents-v2-py",
     "path": "skills/hosted-agents-v2-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "hosted-agents-v2-py",
     "description": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.",
     "risk": "unknown",
@@ -5252,7 +5252,7 @@
   {
     "id": "hr-pro",
     "path": "skills/hr-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "hr-pro",
     "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.",
     "risk": "unknown",
@@ -5262,7 +5262,7 @@
   {
     "id": "html-injection-testing",
     "path": "skills/html-injection-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "html-injection-testing",
     "description": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...",
     "risk": "unknown",
@@ -5272,7 +5272,7 @@
   {
     "id": "hubspot-automation",
     "path": "skills/hubspot-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "hubspot-automation",
     "description": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.",
     "risk": "unknown",
@@ -5282,7 +5282,7 @@
   {
     "id": "hubspot-integration",
     "path": "skills/hubspot-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hubspot-integration",
     "description": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...",
     "risk": "unknown",
@@ -5292,7 +5292,7 @@
   {
     "id": "hugging-face-cli",
     "path": "skills/hugging-face-cli",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hugging-face-cli",
     "description": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...",
     "risk": "safe",
@@ -5302,7 +5302,7 @@
   {
     "id": "hugging-face-jobs",
     "path": "skills/hugging-face-jobs",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hugging-face-jobs",
     "description": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...",
     "risk": "safe",
@@ -5312,7 +5312,7 @@
   {
     "id": "hybrid-cloud-architect",
     "path": "skills/hybrid-cloud-architect",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "hybrid-cloud-architect",
     "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).",
     "risk": "unknown",
@@ -5322,7 +5322,7 @@
   {
     "id": "hybrid-cloud-networking",
     "path": "skills/hybrid-cloud-networking",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "hybrid-cloud-networking",
     "description": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...",
     "risk": "unknown",
@@ -5332,7 +5332,7 @@
   {
     "id": "hybrid-search-implementation",
     "path": "skills/hybrid-search-implementation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hybrid-search-implementation",
     "description": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.",
     "risk": "unknown",
@@ -5352,7 +5352,7 @@
   {
     "id": "idor-testing",
     "path": "skills/idor-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "idor-testing",
     "description": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...",
     "risk": "unknown",
@@ -5362,7 +5362,7 @@
   {
     "id": "imagen",
     "path": "skills/imagen",
-    "category": "content",
+    "category": "uncategorized",
     "name": "imagen",
     "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.",
     "risk": "safe",
@@ -5382,7 +5382,7 @@
   {
     "id": "incident-responder",
     "path": "skills/incident-responder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "incident-responder",
     "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.",
     "risk": "unknown",
@@ -5402,7 +5402,7 @@
   {
     "id": "incident-response-smart-fix",
     "path": "skills/incident-response-smart-fix",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "incident-response-smart-fix",
     "description": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res",
     "risk": "unknown",
@@ -5422,7 +5422,7 @@
   {
     "id": "infinite-gratitude",
     "path": "skills/infinite-gratitude",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "infinite-gratitude",
     "description": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).",
     "risk": "safe",
@@ -5432,7 +5432,7 @@
   {
     "id": "inngest",
     "path": "skills/inngest",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "inngest",
     "description": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...",
     "risk": "unknown",
@@ -5442,7 +5442,7 @@
   {
     "id": "instagram-automation",
     "path": "skills/instagram-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "instagram-automation",
     "description": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5452,7 +5452,7 @@
   {
     "id": "interactive-portfolio",
     "path": "skills/interactive-portfolio",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "interactive-portfolio",
     "description": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...",
     "risk": "unknown",
@@ -5462,7 +5462,7 @@
   {
     "id": "intercom-automation",
     "path": "skills/intercom-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "intercom-automation",
     "description": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5472,7 +5472,7 @@
   {
     "id": "internal-comms-anthropic",
     "path": "skills/internal-comms-anthropic",
-    "category": "database",
+    "category": "uncategorized",
     "name": "internal-comms-anthropic",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5482,7 +5482,7 @@
   {
     "id": "internal-comms-community",
     "path": "skills/internal-comms-community",
-    "category": "database",
+    "category": "uncategorized",
     "name": "internal-comms-community",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5492,7 +5492,7 @@
   {
     "id": "inventory-demand-planning",
     "path": "skills/inventory-demand-planning",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "inventory-demand-planning",
     "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.",
     "risk": "safe",
@@ -5502,7 +5502,7 @@
   {
     "id": "ios-developer",
     "path": "skills/ios-developer",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "ios-developer",
     "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.",
     "risk": "unknown",
@@ -5512,7 +5512,7 @@
   {
     "id": "istio-traffic-management",
     "path": "skills/istio-traffic-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "istio-traffic-management",
     "description": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...",
     "risk": "unknown",
@@ -5522,7 +5522,7 @@
   {
     "id": "iterate-pr",
     "path": "skills/iterate-pr",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "iterate-pr",
     "description": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.",
     "risk": "safe",
@@ -5532,7 +5532,7 @@
   {
     "id": "java-pro",
     "path": "skills/java-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "java-pro",
     "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.",
     "risk": "unknown",
@@ -5542,7 +5542,7 @@
   {
     "id": "javascript-mastery",
     "path": "skills/javascript-mastery",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "javascript-mastery",
     "description": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...",
     "risk": "unknown",
@@ -5552,7 +5552,7 @@
   {
     "id": "javascript-pro",
     "path": "skills/javascript-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "javascript-pro",
     "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.",
     "risk": "unknown",
@@ -5562,7 +5562,7 @@
   {
     "id": "javascript-testing-patterns",
     "path": "skills/javascript-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "javascript-testing-patterns",
     "description": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...",
     "risk": "unknown",
@@ -5572,7 +5572,7 @@
   {
     "id": "javascript-typescript-typescript-scaffold",
     "path": "skills/javascript-typescript-typescript-scaffold",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "javascript-typescript-typescript-scaffold",
     "description": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N",
     "risk": "unknown",
@@ -5582,7 +5582,7 @@
   {
     "id": "jira-automation",
     "path": "skills/jira-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "jira-automation",
     "description": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5592,7 +5592,7 @@
   {
     "id": "julia-pro",
     "path": "skills/julia-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "julia-pro",
     "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.",
     "risk": "unknown",
@@ -5602,7 +5602,7 @@
   {
     "id": "k8s-manifest-generator",
     "path": "skills/k8s-manifest-generator",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "k8s-manifest-generator",
     "description": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...",
     "risk": "unknown",
@@ -5612,7 +5612,7 @@
   {
     "id": "k8s-security-policies",
     "path": "skills/k8s-security-policies",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "k8s-security-policies",
     "description": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...",
     "risk": "unknown",
@@ -5622,7 +5622,7 @@
   {
     "id": "kaizen",
     "path": "skills/kaizen",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "kaizen",
     "description": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.",
     "risk": "unknown",
@@ -5632,7 +5632,7 @@
   {
     "id": "klaviyo-automation",
     "path": "skills/klaviyo-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "klaviyo-automation",
     "description": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5642,7 +5642,7 @@
   {
     "id": "kotlin-coroutines-expert",
     "path": "skills/kotlin-coroutines-expert",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "kotlin-coroutines-expert",
     "description": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.",
     "risk": "safe",
@@ -5652,7 +5652,7 @@
   {
     "id": "kpi-dashboard-design",
     "path": "skills/kpi-dashboard-design",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "kpi-dashboard-design",
     "description": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...",
     "risk": "unknown",
@@ -5662,7 +5662,7 @@
   {
     "id": "kubernetes-architect",
     "path": "skills/kubernetes-architect",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "kubernetes-architect",
     "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.",
     "risk": "unknown",
@@ -5682,7 +5682,7 @@
   {
     "id": "langchain-architecture",
     "path": "skills/langchain-architecture",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langchain-architecture",
     "description": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...",
     "risk": "unknown",
@@ -5692,7 +5692,7 @@
   {
     "id": "langfuse",
     "path": "skills/langfuse",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langfuse",
     "description": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...",
     "risk": "unknown",
@@ -5702,7 +5702,7 @@
   {
     "id": "langgraph",
     "path": "skills/langgraph",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langgraph",
     "description": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...",
     "risk": "unknown",
@@ -5712,7 +5712,7 @@
   {
     "id": "laravel-expert",
     "path": "skills/laravel-expert",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "laravel-expert",
     "description": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).",
     "risk": "safe",
@@ -5722,7 +5722,7 @@
   {
     "id": "laravel-security-audit",
     "path": "skills/laravel-security-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "laravel-security-audit",
     "description": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.",
     "risk": "safe",
@@ -5732,7 +5732,7 @@
   {
     "id": "last30days",
     "path": "skills/last30days",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "last30days",
     "description": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.",
     "risk": "unknown",
@@ -5762,7 +5762,7 @@
   {
     "id": "legal-advisor",
     "path": "skills/legal-advisor",
-    "category": "security",
+    "category": "uncategorized",
     "name": "legal-advisor",
     "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.",
     "risk": "unknown",
@@ -5772,7 +5772,7 @@
   {
     "id": "lightning-architecture-review",
     "path": "skills/lightning-architecture-review",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "lightning-architecture-review",
     "description": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.",
     "risk": "unknown",
@@ -5792,7 +5792,7 @@
   {
     "id": "lightning-factory-explainer",
     "path": "skills/lightning-factory-explainer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "lightning-factory-explainer",
     "description": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol \u2014 scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.",
     "risk": "unknown",
@@ -5802,7 +5802,7 @@
   {
     "id": "linear-automation",
     "path": "skills/linear-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linear-automation",
     "description": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5822,7 +5822,7 @@
   {
     "id": "linkedin-automation",
     "path": "skills/linkedin-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linkedin-automation",
     "description": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5832,7 +5832,7 @@
   {
     "id": "linkedin-cli",
     "path": "skills/linkedin-cli",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "linkedin-cli",
     "description": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.",
     "risk": "safe",
@@ -5842,7 +5842,7 @@
   {
     "id": "linkerd-patterns",
     "path": "skills/linkerd-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "linkerd-patterns",
     "description": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...",
     "risk": "unknown",
@@ -5852,7 +5852,7 @@
   {
     "id": "lint-and-validate",
     "path": "skills/lint-and-validate",
-    "category": "database",
+    "category": "uncategorized",
     "name": "lint-and-validate",
     "description": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...",
     "risk": "unknown",
@@ -5862,7 +5862,7 @@
   {
     "id": "linux-privilege-escalation",
     "path": "skills/linux-privilege-escalation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "linux-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...",
     "risk": "unknown",
@@ -5872,7 +5872,7 @@
   {
     "id": "linux-shell-scripting",
     "path": "skills/linux-shell-scripting",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linux-shell-scripting",
     "description": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...",
     "risk": "unknown",
@@ -5892,7 +5892,7 @@
   {
     "id": "llm-app-patterns",
     "path": "skills/llm-app-patterns",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-app-patterns",
     "description": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...",
     "risk": "unknown",
@@ -5902,7 +5902,7 @@
   {
     "id": "llm-application-dev-ai-assistant",
     "path": "skills/llm-application-dev-ai-assistant",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-ai-assistant",
     "description": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur",
     "risk": "unknown",
@@ -5912,7 +5912,7 @@
   {
     "id": "llm-application-dev-langchain-agent",
     "path": "skills/llm-application-dev-langchain-agent",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-langchain-agent",
     "description": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.",
     "risk": "unknown",
@@ -5922,7 +5922,7 @@
   {
     "id": "llm-application-dev-prompt-optimize",
     "path": "skills/llm-application-dev-prompt-optimize",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-prompt-optimize",
     "description": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati",
     "risk": "unknown",
@@ -5932,7 +5932,7 @@
   {
     "id": "llm-evaluation",
     "path": "skills/llm-evaluation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-evaluation",
     "description": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...",
     "risk": "unknown",
@@ -5942,7 +5942,7 @@
   {
     "id": "llm-prompt-optimizer",
     "path": "skills/llm-prompt-optimizer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-prompt-optimizer",
     "description": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.",
     "risk": "safe",
@@ -5952,7 +5952,7 @@
   {
     "id": "local-legal-seo-audit",
     "path": "skills/local-legal-seo-audit",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "local-legal-seo-audit",
     "description": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.",
     "risk": "safe",
@@ -5962,7 +5962,7 @@
   {
     "id": "logistics-exception-management",
     "path": "skills/logistics-exception-management",
-    "category": "database",
+    "category": "uncategorized",
     "name": "logistics-exception-management",
     "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.",
     "risk": "safe",
@@ -5972,7 +5972,7 @@
   {
     "id": "loki-mode",
     "path": "skills/loki-mode",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "loki-mode",
     "description": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...",
     "risk": "unknown",
@@ -5982,7 +5982,7 @@
   {
     "id": "m365-agents-dotnet",
     "path": "skills/m365-agents-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "m365-agents-dotnet",
     "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.",
     "risk": "unknown",
@@ -5992,7 +5992,7 @@
   {
     "id": "m365-agents-py",
     "path": "skills/m365-agents-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "m365-agents-py",
     "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.",
     "risk": "unknown",
@@ -6002,7 +6002,7 @@
   {
     "id": "m365-agents-ts",
     "path": "skills/m365-agents-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "m365-agents-ts",
     "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.",
     "risk": "unknown",
@@ -6012,7 +6012,7 @@
   {
     "id": "machine-learning-ops-ml-pipeline",
     "path": "skills/machine-learning-ops-ml-pipeline",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "machine-learning-ops-ml-pipeline",
     "description": "Design and implement a complete ML pipeline for: $ARGUMENTS",
     "risk": "unknown",
@@ -6022,7 +6022,7 @@
   {
     "id": "mailchimp-automation",
     "path": "skills/mailchimp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "mailchimp-automation",
     "description": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6032,7 +6032,7 @@
   {
     "id": "make-automation",
     "path": "skills/make-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "make-automation",
     "description": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6042,7 +6042,7 @@
   {
     "id": "makepad-skills",
     "path": "skills/makepad-skills",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "makepad-skills",
     "description": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.",
     "risk": "safe",
@@ -6062,7 +6062,7 @@
   {
     "id": "manifest",
     "path": "skills/manifest",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "manifest",
     "description": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.",
     "risk": "unknown",
@@ -6072,7 +6072,7 @@
   {
     "id": "market-sizing-analysis",
     "path": "skills/market-sizing-analysis",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "market-sizing-analysis",
     "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...",
     "risk": "unknown",
@@ -6092,7 +6092,7 @@
   {
     "id": "marketing-psychology",
     "path": "skills/marketing-psychology",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "marketing-psychology",
     "description": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.",
     "risk": "unknown",
@@ -6102,7 +6102,7 @@
   {
     "id": "mcp-builder",
     "path": "skills/mcp-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "mcp-builder",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6112,7 +6112,7 @@
   {
     "id": "mcp-builder-ms",
     "path": "skills/mcp-builder-ms",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "mcp-builder-ms",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6132,7 +6132,7 @@
   {
     "id": "memory-safety-patterns",
     "path": "skills/memory-safety-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "memory-safety-patterns",
     "description": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...",
     "risk": "unknown",
@@ -6152,7 +6152,7 @@
   {
     "id": "mermaid-expert",
     "path": "skills/mermaid-expert",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "mermaid-expert",
     "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.",
     "risk": "unknown",
@@ -6162,7 +6162,7 @@
   {
     "id": "metasploit-framework",
     "path": "skills/metasploit-framework",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "metasploit-framework",
     "description": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...",
     "risk": "unknown",
@@ -6172,7 +6172,7 @@
   {
     "id": "micro-saas-launcher",
     "path": "skills/micro-saas-launcher",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "micro-saas-launcher",
     "description": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...",
     "risk": "unknown",
@@ -6182,7 +6182,7 @@
   {
     "id": "microservices-patterns",
     "path": "skills/microservices-patterns",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "microservices-patterns",
     "description": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...",
     "risk": "unknown",
@@ -6192,7 +6192,7 @@
   {
     "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.",
     "risk": "unknown",
@@ -6202,7 +6202,7 @@
   {
     "id": "microsoft-teams-automation",
     "path": "skills/microsoft-teams-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "microsoft-teams-automation",
     "description": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6212,7 +6212,7 @@
   {
     "id": "minecraft-bukkit-pro",
     "path": "skills/minecraft-bukkit-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "minecraft-bukkit-pro",
     "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.",
     "risk": "unknown",
@@ -6222,7 +6222,7 @@
   {
     "id": "miro-automation",
     "path": "skills/miro-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "miro-automation",
     "description": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6232,7 +6232,7 @@
   {
     "id": "mixpanel-automation",
     "path": "skills/mixpanel-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "mixpanel-automation",
     "description": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6242,7 +6242,7 @@
   {
     "id": "ml-engineer",
     "path": "skills/ml-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ml-engineer",
     "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.",
     "risk": "unknown",
@@ -6252,7 +6252,7 @@
   {
     "id": "ml-pipeline-workflow",
     "path": "skills/ml-pipeline-workflow",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ml-pipeline-workflow",
     "description": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...",
     "risk": "unknown",
@@ -6262,7 +6262,7 @@
   {
     "id": "mlops-engineer",
     "path": "skills/mlops-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "mlops-engineer",
     "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.",
     "risk": "unknown",
@@ -6272,7 +6272,7 @@
   {
     "id": "mobile-design",
     "path": "skills/mobile-design",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "mobile-design",
     "description": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...",
     "risk": "unknown",
@@ -6282,7 +6282,7 @@
   {
     "id": "mobile-developer",
     "path": "skills/mobile-developer",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "mobile-developer",
     "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.",
     "risk": "unknown",
@@ -6292,7 +6292,7 @@
   {
     "id": "mobile-games",
     "path": "skills/game-development/mobile-games",
-    "category": "mobile",
+    "category": "game-development",
     "name": "mobile-games",
     "description": "Mobile game development principles. Touch input, battery, performance, app stores.",
     "risk": "unknown",
@@ -6302,7 +6302,7 @@
   {
     "id": "mobile-security-coder",
     "path": "skills/mobile-security-coder",
-    "category": "security",
+    "category": "uncategorized",
     "name": "mobile-security-coder",
     "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.",
     "risk": "unknown",
@@ -6312,7 +6312,7 @@
   {
     "id": "modern-javascript-patterns",
     "path": "skills/modern-javascript-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "modern-javascript-patterns",
     "description": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...",
     "risk": "unknown",
@@ -6322,7 +6322,7 @@
   {
     "id": "monday-automation",
     "path": "skills/monday-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "monday-automation",
     "description": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6352,7 +6352,7 @@
   {
     "id": "moodle-external-api-development",
     "path": "skills/moodle-external-api-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "moodle-external-api-development",
     "description": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...",
     "risk": "unknown",
@@ -6362,7 +6362,7 @@
   {
     "id": "mtls-configuration",
     "path": "skills/mtls-configuration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "mtls-configuration",
     "description": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.",
     "risk": "unknown",
@@ -6372,7 +6372,7 @@
   {
     "id": "multi-agent-brainstorming",
     "path": "skills/multi-agent-brainstorming",
-    "category": "database",
+    "category": "uncategorized",
     "name": "multi-agent-brainstorming",
     "description": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.",
     "risk": "unknown",
@@ -6392,7 +6392,7 @@
   {
     "id": "multi-cloud-architecture",
     "path": "skills/multi-cloud-architecture",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "multi-cloud-architecture",
     "description": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...",
     "risk": "unknown",
@@ -6402,7 +6402,7 @@
   {
     "id": "multi-platform-apps-multi-platform",
     "path": "skills/multi-platform-apps-multi-platform",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "multi-platform-apps-multi-platform",
     "description": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.",
     "risk": "unknown",
@@ -6422,7 +6422,7 @@
   {
     "id": "n8n-code-python",
     "path": "skills/n8n-code-python",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "n8n-code-python",
     "description": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.",
     "risk": "safe",
@@ -6432,7 +6432,7 @@
   {
     "id": "n8n-mcp-tools-expert",
     "path": "skills/n8n-mcp-tools-expert",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "n8n-mcp-tools-expert",
     "description": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...",
     "risk": "safe",
@@ -6442,7 +6442,7 @@
   {
     "id": "n8n-node-configuration",
     "path": "skills/n8n-node-configuration",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "n8n-node-configuration",
     "description": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...",
     "risk": "safe",
@@ -6452,7 +6452,7 @@
   {
     "id": "nanobanana-ppt-skills",
     "path": "skills/nanobanana-ppt-skills",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "nanobanana-ppt-skills",
     "description": "AI-powered PPT generation with document analysis and styled images",
     "risk": "safe",
@@ -6462,7 +6462,7 @@
   {
     "id": "neon-postgres",
     "path": "skills/neon-postgres",
-    "category": "database",
+    "category": "uncategorized",
     "name": "neon-postgres",
     "description": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...",
     "risk": "unknown",
@@ -6472,7 +6472,7 @@
   {
     "id": "nerdzao-elite",
     "path": "skills/nerdzao-elite",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "nerdzao-elite",
     "description": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.",
     "risk": "safe",
@@ -6482,7 +6482,7 @@
   {
     "id": "nerdzao-elite-gemini-high",
     "path": "skills/nerdzao-elite-gemini-high",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "nerdzao-elite-gemini-high",
     "description": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade m\u00e1xima e efici\u00eancia de tokens.",
     "risk": "safe",
@@ -6502,7 +6502,7 @@
   {
     "id": "network-101",
     "path": "skills/network-101",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "network-101",
     "description": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...",
     "risk": "unknown",
@@ -6512,7 +6512,7 @@
   {
     "id": "network-engineer",
     "path": "skills/network-engineer",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "network-engineer",
     "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.",
     "risk": "unknown",
@@ -6522,7 +6522,7 @@
   {
     "id": "nextjs-app-router-patterns",
     "path": "skills/nextjs-app-router-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "nextjs-app-router-patterns",
     "description": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...",
     "risk": "unknown",
@@ -6532,7 +6532,7 @@
   {
     "id": "nextjs-best-practices",
     "path": "skills/nextjs-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "nextjs-best-practices",
     "description": "Next.js App Router principles. Server Components, data fetching, routing patterns.",
     "risk": "unknown",
@@ -6542,7 +6542,7 @@
   {
     "id": "nextjs-supabase-auth",
     "path": "skills/nextjs-supabase-auth",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nextjs-supabase-auth",
     "description": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.",
     "risk": "unknown",
@@ -6552,7 +6552,7 @@
   {
     "id": "nft-standards",
     "path": "skills/nft-standards",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "nft-standards",
     "description": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...",
     "risk": "unknown",
@@ -6562,7 +6562,7 @@
   {
     "id": "nodejs-backend-patterns",
     "path": "skills/nodejs-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nodejs-backend-patterns",
     "description": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...",
     "risk": "unknown",
@@ -6572,7 +6572,7 @@
   {
     "id": "nodejs-best-practices",
     "path": "skills/nodejs-best-practices",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nodejs-best-practices",
     "description": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -6582,7 +6582,7 @@
   {
     "id": "nosql-expert",
     "path": "skills/nosql-expert",
-    "category": "database",
+    "category": "uncategorized",
     "name": "nosql-expert",
     "description": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.",
     "risk": "unknown",
@@ -6592,7 +6592,7 @@
   {
     "id": "notebooklm",
     "path": "skills/notebooklm",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "notebooklm",
     "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....",
     "risk": "unknown",
@@ -6602,7 +6602,7 @@
   {
     "id": "notion-automation",
     "path": "skills/notion-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "notion-automation",
     "description": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6612,7 +6612,7 @@
   {
     "id": "notion-template-business",
     "path": "skills/notion-template-business",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "notion-template-business",
     "description": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...",
     "risk": "unknown",
@@ -6632,7 +6632,7 @@
   {
     "id": "observability-engineer",
     "path": "skills/observability-engineer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-engineer",
     "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.",
     "risk": "unknown",
@@ -6642,7 +6642,7 @@
   {
     "id": "observability-monitoring-monitor-setup",
     "path": "skills/observability-monitoring-monitor-setup",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-monitoring-monitor-setup",
     "description": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da",
     "risk": "unknown",
@@ -6652,7 +6652,7 @@
   {
     "id": "observability-monitoring-slo-implement",
     "path": "skills/observability-monitoring-slo-implement",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-monitoring-slo-implement",
     "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...",
     "risk": "unknown",
@@ -6662,7 +6662,7 @@
   {
     "id": "observe-whatsapp",
     "path": "skills/observe-whatsapp",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "observe-whatsapp",
     "description": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...",
     "risk": "safe",
@@ -6672,7 +6672,7 @@
   {
     "id": "obsidian-clipper-template-creator",
     "path": "skills/obsidian-clipper-template-creator",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "obsidian-clipper-template-creator",
     "description": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.",
     "risk": "unknown",
@@ -6692,7 +6692,7 @@
   {
     "id": "on-call-handoff-patterns",
     "path": "skills/on-call-handoff-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "on-call-handoff-patterns",
     "description": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...",
     "risk": "unknown",
@@ -6712,7 +6712,7 @@
   {
     "id": "one-drive-automation",
     "path": "skills/one-drive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "one-drive-automation",
     "description": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6722,7 +6722,7 @@
   {
     "id": "openapi-spec-generation",
     "path": "skills/openapi-spec-generation",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "openapi-spec-generation",
     "description": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.",
     "risk": "unknown",
@@ -6752,7 +6752,7 @@
   {
     "id": "outlook-automation",
     "path": "skills/outlook-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "outlook-automation",
     "description": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6762,7 +6762,7 @@
   {
     "id": "outlook-calendar-automation",
     "path": "skills/outlook-calendar-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "outlook-calendar-automation",
     "description": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6772,7 +6772,7 @@
   {
     "id": "page-cro",
     "path": "skills/page-cro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "page-cro",
     "description": "Analyze and optimize individual pages for conversion performance.",
     "risk": "unknown",
@@ -6782,7 +6782,7 @@
   {
     "id": "pagerduty-automation",
     "path": "skills/pagerduty-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "pagerduty-automation",
     "description": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6792,7 +6792,7 @@
   {
     "id": "paid-ads",
     "path": "skills/paid-ads",
-    "category": "content",
+    "category": "uncategorized",
     "name": "paid-ads",
     "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...",
     "risk": "unknown",
@@ -6802,7 +6802,7 @@
   {
     "id": "parallel-agents",
     "path": "skills/parallel-agents",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "parallel-agents",
     "description": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.",
     "risk": "unknown",
@@ -6812,7 +6812,7 @@
   {
     "id": "payment-integration",
     "path": "skills/payment-integration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "payment-integration",
     "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.",
     "risk": "unknown",
@@ -6822,7 +6822,7 @@
   {
     "id": "paypal-integration",
     "path": "skills/paypal-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "paypal-integration",
     "description": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...",
     "risk": "unknown",
@@ -6832,7 +6832,7 @@
   {
     "id": "paywall-upgrade-cro",
     "path": "skills/paywall-upgrade-cro",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "paywall-upgrade-cro",
     "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...",
     "risk": "unknown",
@@ -6852,7 +6852,7 @@
   {
     "id": "pci-compliance",
     "path": "skills/pci-compliance",
-    "category": "security",
+    "category": "uncategorized",
     "name": "pci-compliance",
     "description": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...",
     "risk": "unknown",
@@ -6862,7 +6862,7 @@
   {
     "id": "pdf-official",
     "path": "skills/pdf-official",
-    "category": "database",
+    "category": "uncategorized",
     "name": "pdf-official",
     "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...",
     "risk": "unknown",
@@ -6872,7 +6872,7 @@
   {
     "id": "pentest-checklist",
     "path": "skills/pentest-checklist",
-    "category": "security",
+    "category": "uncategorized",
     "name": "pentest-checklist",
     "description": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...",
     "risk": "unknown",
@@ -6882,7 +6882,7 @@
   {
     "id": "pentest-commands",
     "path": "skills/pentest-commands",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "pentest-commands",
     "description": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...",
     "risk": "unknown",
@@ -6892,7 +6892,7 @@
   {
     "id": "performance-engineer",
     "path": "skills/performance-engineer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "performance-engineer",
     "description": "Expert performance engineer specializing in modern observability,",
     "risk": "unknown",
@@ -6902,7 +6902,7 @@
   {
     "id": "performance-profiling",
     "path": "skills/performance-profiling",
-    "category": "database",
+    "category": "uncategorized",
     "name": "performance-profiling",
     "description": "Performance profiling principles. Measurement, analysis, and optimization techniques.",
     "risk": "unknown",
@@ -6912,7 +6912,7 @@
   {
     "id": "performance-testing-review-ai-review",
     "path": "skills/performance-testing-review-ai-review",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "performance-testing-review-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -6922,7 +6922,7 @@
   {
     "id": "performance-testing-review-multi-agent-review",
     "path": "skills/performance-testing-review-multi-agent-review",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "performance-testing-review-multi-agent-review",
     "description": "Use when working with performance testing review multi agent review",
     "risk": "unknown",
@@ -6942,7 +6942,7 @@
   {
     "id": "php-pro",
     "path": "skills/php-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "php-pro",
     "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n",
     "risk": "unknown",
@@ -6952,7 +6952,7 @@
   {
     "id": "pipedrive-automation",
     "path": "skills/pipedrive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "pipedrive-automation",
     "description": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6962,7 +6962,7 @@
   {
     "id": "plaid-fintech",
     "path": "skills/plaid-fintech",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "plaid-fintech",
     "description": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...",
     "risk": "unknown",
@@ -6972,7 +6972,7 @@
   {
     "id": "plan-writing",
     "path": "skills/plan-writing",
-    "category": "content",
+    "category": "uncategorized",
     "name": "plan-writing",
     "description": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.",
     "risk": "unknown",
@@ -6982,7 +6982,7 @@
   {
     "id": "planning-with-files",
     "path": "skills/planning-with-files",
-    "category": "content",
+    "category": "uncategorized",
     "name": "planning-with-files",
     "description": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...",
     "risk": "unknown",
@@ -6992,7 +6992,7 @@
   {
     "id": "playwright-skill",
     "path": "skills/playwright-skill",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "playwright-skill",
     "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...",
     "risk": "unknown",
@@ -7002,7 +7002,7 @@
   {
     "id": "podcast-generation",
     "path": "skills/podcast-generation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "podcast-generation",
     "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...",
     "risk": "unknown",
@@ -7012,7 +7012,7 @@
   {
     "id": "popup-cro",
     "path": "skills/popup-cro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "popup-cro",
     "description": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.",
     "risk": "unknown",
@@ -7022,7 +7022,7 @@
   {
     "id": "posix-shell-pro",
     "path": "skills/posix-shell-pro",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "posix-shell-pro",
     "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).",
     "risk": "unknown",
@@ -7032,7 +7032,7 @@
   {
     "id": "postgres-best-practices",
     "path": "skills/postgres-best-practices",
-    "category": "database",
+    "category": "uncategorized",
     "name": "postgres-best-practices",
     "description": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",
     "risk": "unknown",
@@ -7042,7 +7042,7 @@
   {
     "id": "postgresql",
     "path": "skills/postgresql",
-    "category": "database",
+    "category": "uncategorized",
     "name": "postgresql",
     "description": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features",
     "risk": "unknown",
@@ -7062,7 +7062,7 @@
   {
     "id": "posthog-automation",
     "path": "skills/posthog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "posthog-automation",
     "description": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7072,7 +7072,7 @@
   {
     "id": "postmark-automation",
     "path": "skills/postmark-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "postmark-automation",
     "description": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7082,7 +7082,7 @@
   {
     "id": "postmortem-writing",
     "path": "skills/postmortem-writing",
-    "category": "content",
+    "category": "uncategorized",
     "name": "postmortem-writing",
     "description": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...",
     "risk": "unknown",
@@ -7102,7 +7102,7 @@
   {
     "id": "pptx-official",
     "path": "skills/pptx-official",
-    "category": "content",
+    "category": "uncategorized",
     "name": "pptx-official",
     "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...",
     "risk": "unknown",
@@ -7122,7 +7122,7 @@
   {
     "id": "prisma-expert",
     "path": "skills/prisma-expert",
-    "category": "database",
+    "category": "uncategorized",
     "name": "prisma-expert",
     "description": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...",
     "risk": "unknown",
@@ -7152,7 +7152,7 @@
   {
     "id": "production-code-audit",
     "path": "skills/production-code-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "production-code-audit",
     "description": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations",
     "risk": "unknown",
@@ -7182,7 +7182,7 @@
   {
     "id": "programmatic-seo",
     "path": "skills/programmatic-seo",
-    "category": "content",
+    "category": "uncategorized",
     "name": "programmatic-seo",
     "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.",
     "risk": "unknown",
@@ -7192,7 +7192,7 @@
   {
     "id": "projection-patterns",
     "path": "skills/projection-patterns",
-    "category": "database",
+    "category": "uncategorized",
     "name": "projection-patterns",
     "description": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.",
     "risk": "unknown",
@@ -7202,7 +7202,7 @@
   {
     "id": "prometheus-configuration",
     "path": "skills/prometheus-configuration",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "prometheus-configuration",
     "description": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...",
     "risk": "unknown",
@@ -7212,7 +7212,7 @@
   {
     "id": "prompt-caching",
     "path": "skills/prompt-caching",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "prompt-caching",
     "description": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...",
     "risk": "unknown",
@@ -7242,7 +7242,7 @@
   {
     "id": "prompt-engineering-patterns",
     "path": "skills/prompt-engineering-patterns",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "prompt-engineering-patterns",
     "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...",
     "risk": "unknown",
@@ -7262,7 +7262,7 @@
   {
     "id": "protocol-reverse-engineering",
     "path": "skills/protocol-reverse-engineering",
-    "category": "content",
+    "category": "uncategorized",
     "name": "protocol-reverse-engineering",
     "description": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...",
     "risk": "unknown",
@@ -7272,7 +7272,7 @@
   {
     "id": "pydantic-models-py",
     "path": "skills/pydantic-models-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "pydantic-models-py",
     "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...",
     "risk": "unknown",
@@ -7282,7 +7282,7 @@
   {
     "id": "pypict-skill",
     "path": "skills/pypict-skill",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "pypict-skill",
     "description": "Pairwise test generation",
     "risk": "safe",
@@ -7292,7 +7292,7 @@
   {
     "id": "python-development-python-scaffold",
     "path": "skills/python-development-python-scaffold",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-development-python-scaffold",
     "description": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint",
     "risk": "unknown",
@@ -7312,7 +7312,7 @@
   {
     "id": "python-packaging",
     "path": "skills/python-packaging",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-packaging",
     "description": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...",
     "risk": "unknown",
@@ -7322,7 +7322,7 @@
   {
     "id": "python-patterns",
     "path": "skills/python-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-patterns",
     "description": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -7332,7 +7332,7 @@
   {
     "id": "python-performance-optimization",
     "path": "skills/python-performance-optimization",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-performance-optimization",
     "description": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.",
     "risk": "unknown",
@@ -7342,7 +7342,7 @@
   {
     "id": "python-pro",
     "path": "skills/python-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-pro",
     "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.",
     "risk": "unknown",
@@ -7352,7 +7352,7 @@
   {
     "id": "python-testing-patterns",
     "path": "skills/python-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "python-testing-patterns",
     "description": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.",
     "risk": "unknown",
@@ -7362,7 +7362,7 @@
   {
     "id": "quality-nonconformance",
     "path": "skills/quality-nonconformance",
-    "category": "database",
+    "category": "uncategorized",
     "name": "quality-nonconformance",
     "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.",
     "risk": "safe",
@@ -7372,7 +7372,7 @@
   {
     "id": "quant-analyst",
     "path": "skills/quant-analyst",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "quant-analyst",
     "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.",
     "risk": "unknown",
@@ -7382,7 +7382,7 @@
   {
     "id": "radix-ui-design-system",
     "path": "skills/radix-ui-design-system",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "radix-ui-design-system",
     "description": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.",
     "risk": "safe",
@@ -7392,7 +7392,7 @@
   {
     "id": "rag-engineer",
     "path": "skills/rag-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "rag-engineer",
     "description": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...",
     "risk": "unknown",
@@ -7412,7 +7412,7 @@
   {
     "id": "react-best-practices",
     "path": "skills/react-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-best-practices",
     "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...",
     "risk": "unknown",
@@ -7422,7 +7422,7 @@
   {
     "id": "react-flow-architect",
     "path": "skills/react-flow-architect",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-flow-architect",
     "description": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...",
     "risk": "unknown",
@@ -7432,7 +7432,7 @@
   {
     "id": "react-flow-node-ts",
     "path": "skills/react-flow-node-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-flow-node-ts",
     "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...",
     "risk": "unknown",
@@ -7442,7 +7442,7 @@
   {
     "id": "react-modernization",
     "path": "skills/react-modernization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-modernization",
     "description": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...",
     "risk": "unknown",
@@ -7452,7 +7452,7 @@
   {
     "id": "react-native-architecture",
     "path": "skills/react-native-architecture",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "react-native-architecture",
     "description": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...",
     "risk": "unknown",
@@ -7472,7 +7472,7 @@
   {
     "id": "react-patterns",
     "path": "skills/react-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-patterns",
     "description": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.",
     "risk": "unknown",
@@ -7482,7 +7482,7 @@
   {
     "id": "react-state-management",
     "path": "skills/react-state-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-state-management",
     "description": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.",
     "risk": "unknown",
@@ -7492,7 +7492,7 @@
   {
     "id": "react-ui-patterns",
     "path": "skills/react-ui-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-ui-patterns",
     "description": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.",
     "risk": "unknown",
@@ -7502,7 +7502,7 @@
   {
     "id": "readme",
     "path": "skills/readme",
-    "category": "content",
+    "category": "uncategorized",
     "name": "readme",
     "description": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...",
     "risk": "safe",
@@ -7512,7 +7512,7 @@
   {
     "id": "receiving-code-review",
     "path": "skills/receiving-code-review",
-    "category": "database",
+    "category": "uncategorized",
     "name": "receiving-code-review",
     "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...",
     "risk": "unknown",
@@ -7532,7 +7532,7 @@
   {
     "id": "red-team-tools",
     "path": "skills/red-team-tools",
-    "category": "database",
+    "category": "uncategorized",
     "name": "red-team-tools",
     "description": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...",
     "risk": "unknown",
@@ -7542,7 +7542,7 @@
   {
     "id": "reddit-automation",
     "path": "skills/reddit-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "reddit-automation",
     "description": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7552,7 +7552,7 @@
   {
     "id": "reference-builder",
     "path": "skills/reference-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "reference-builder",
     "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.",
     "risk": "unknown",
@@ -7562,7 +7562,7 @@
   {
     "id": "referral-program",
     "path": "skills/referral-program",
-    "category": "content",
+    "category": "uncategorized",
     "name": "referral-program",
     "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...",
     "risk": "unknown",
@@ -7572,7 +7572,7 @@
   {
     "id": "remotion-best-practices",
     "path": "skills/remotion-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "remotion-best-practices",
     "description": "Best practices for Remotion - Video creation in React",
     "risk": "unknown",
@@ -7582,7 +7582,7 @@
   {
     "id": "render-automation",
     "path": "skills/render-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "render-automation",
     "description": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7602,7 +7602,7 @@
   {
     "id": "research-engineer",
     "path": "skills/research-engineer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "research-engineer",
     "description": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...",
     "risk": "unknown",
@@ -7612,7 +7612,7 @@
   {
     "id": "returns-reverse-logistics",
     "path": "skills/returns-reverse-logistics",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "returns-reverse-logistics",
     "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.",
     "risk": "safe",
@@ -7622,7 +7622,7 @@
   {
     "id": "reverse-engineer",
     "path": "skills/reverse-engineer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "reverse-engineer",
     "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.",
     "risk": "unknown",
@@ -7642,7 +7642,7 @@
   {
     "id": "risk-metrics-calculation",
     "path": "skills/risk-metrics-calculation",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "risk-metrics-calculation",
     "description": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.",
     "risk": "unknown",
@@ -7652,7 +7652,7 @@
   {
     "id": "ruby-pro",
     "path": "skills/ruby-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "ruby-pro",
     "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.",
     "risk": "unknown",
@@ -7662,7 +7662,7 @@
   {
     "id": "rust-async-patterns",
     "path": "skills/rust-async-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "rust-async-patterns",
     "description": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.",
     "risk": "unknown",
@@ -7672,7 +7672,7 @@
   {
     "id": "rust-pro",
     "path": "skills/rust-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "rust-pro",
     "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.",
     "risk": "unknown",
@@ -7682,7 +7682,7 @@
   {
     "id": "saas-mvp-launcher",
     "path": "skills/saas-mvp-launcher",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "saas-mvp-launcher",
     "description": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.",
     "risk": "safe",
@@ -7692,7 +7692,7 @@
   {
     "id": "saga-orchestration",
     "path": "skills/saga-orchestration",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "saga-orchestration",
     "description": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...",
     "risk": "unknown",
@@ -7702,7 +7702,7 @@
   {
     "id": "sales-automator",
     "path": "skills/sales-automator",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "sales-automator",
     "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n",
     "risk": "unknown",
@@ -7712,7 +7712,7 @@
   {
     "id": "salesforce-automation",
     "path": "skills/salesforce-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "salesforce-automation",
     "description": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7722,7 +7722,7 @@
   {
     "id": "salesforce-development",
     "path": "skills/salesforce-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "salesforce-development",
     "description": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...",
     "risk": "unknown",
@@ -7732,7 +7732,7 @@
   {
     "id": "sast-configuration",
     "path": "skills/sast-configuration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "sast-configuration",
     "description": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...",
     "risk": "unknown",
@@ -7742,7 +7742,7 @@
   {
     "id": "scala-pro",
     "path": "skills/scala-pro",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "scala-pro",
     "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.",
     "risk": "unknown",
@@ -7752,7 +7752,7 @@
   {
     "id": "scanning-tools",
     "path": "skills/scanning-tools",
-    "category": "security",
+    "category": "uncategorized",
     "name": "scanning-tools",
     "description": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...",
     "risk": "unknown",
@@ -7762,7 +7762,7 @@
   {
     "id": "schema-markup",
     "path": "skills/schema-markup",
-    "category": "content",
+    "category": "uncategorized",
     "name": "schema-markup",
     "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.",
     "risk": "unknown",
@@ -7772,7 +7772,7 @@
   {
     "id": "screen-reader-testing",
     "path": "skills/screen-reader-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "screen-reader-testing",
     "description": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...",
     "risk": "unknown",
@@ -7782,7 +7782,7 @@
   {
     "id": "screenshots",
     "path": "skills/screenshots",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "screenshots",
     "description": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.",
     "risk": "safe",
@@ -7792,7 +7792,7 @@
   {
     "id": "scroll-experience",
     "path": "skills/scroll-experience",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "scroll-experience",
     "description": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...",
     "risk": "unknown",
@@ -7802,7 +7802,7 @@
   {
     "id": "search-specialist",
     "path": "skills/search-specialist",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "search-specialist",
     "description": "Expert web researcher using advanced search techniques and",
     "risk": "unknown",
@@ -7812,7 +7812,7 @@
   {
     "id": "secrets-management",
     "path": "skills/secrets-management",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "secrets-management",
     "description": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...",
     "risk": "unknown",
@@ -7832,7 +7832,7 @@
   {
     "id": "security-auditor",
     "path": "skills/security-auditor",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-auditor",
     "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.",
     "risk": "unknown",
@@ -7842,7 +7842,7 @@
   {
     "id": "security-bluebook-builder",
     "path": "skills/security-bluebook-builder",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-bluebook-builder",
     "description": "Build security Blue Books for sensitive apps",
     "risk": "safe",
@@ -7852,7 +7852,7 @@
   {
     "id": "security-compliance-compliance-check",
     "path": "skills/security-compliance-compliance-check",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-compliance-compliance-check",
     "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...",
     "risk": "unknown",
@@ -7862,7 +7862,7 @@
   {
     "id": "security-requirement-extraction",
     "path": "skills/security-requirement-extraction",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-requirement-extraction",
     "description": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.",
     "risk": "unknown",
@@ -7872,7 +7872,7 @@
   {
     "id": "security-scanning-security-dependencies",
     "path": "skills/security-scanning-security-dependencies",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-dependencies",
     "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...",
     "risk": "unknown",
@@ -7882,7 +7882,7 @@
   {
     "id": "security-scanning-security-hardening",
     "path": "skills/security-scanning-security-hardening",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-hardening",
     "description": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.",
     "risk": "unknown",
@@ -7892,7 +7892,7 @@
   {
     "id": "security-scanning-security-sast",
     "path": "skills/security-scanning-security-sast",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-sast",
     "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n",
     "risk": "unknown",
@@ -7902,7 +7902,7 @@
   {
     "id": "segment-automation",
     "path": "skills/segment-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "segment-automation",
     "description": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7912,7 +7912,7 @@
   {
     "id": "segment-cdp",
     "path": "skills/segment-cdp",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "segment-cdp",
     "description": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...",
     "risk": "unknown",
@@ -7922,7 +7922,7 @@
   {
     "id": "sendgrid-automation",
     "path": "skills/sendgrid-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "sendgrid-automation",
     "description": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...",
     "risk": "unknown",
@@ -7932,7 +7932,7 @@
   {
     "id": "senior-architect",
     "path": "skills/senior-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "senior-architect",
     "description": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...",
     "risk": "unknown",
@@ -7942,7 +7942,7 @@
   {
     "id": "senior-fullstack",
     "path": "skills/senior-fullstack",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "senior-fullstack",
     "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...",
     "risk": "unknown",
@@ -7952,7 +7952,7 @@
   {
     "id": "sentry-automation",
     "path": "skills/sentry-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "sentry-automation",
     "description": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7962,7 +7962,7 @@
   {
     "id": "seo-audit",
     "path": "skills/seo-audit",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-audit",
     "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.",
     "risk": "unknown",
@@ -7972,7 +7972,7 @@
   {
     "id": "seo-authority-builder",
     "path": "skills/seo-authority-builder",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-authority-builder",
     "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n",
     "risk": "unknown",
@@ -7982,7 +7982,7 @@
   {
     "id": "seo-cannibalization-detector",
     "path": "skills/seo-cannibalization-detector",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-cannibalization-detector",
     "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.",
     "risk": "unknown",
@@ -7992,7 +7992,7 @@
   {
     "id": "seo-content-auditor",
     "path": "skills/seo-content-auditor",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-auditor",
     "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.",
     "risk": "unknown",
@@ -8002,7 +8002,7 @@
   {
     "id": "seo-content-planner",
     "path": "skills/seo-content-planner",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-planner",
     "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n",
     "risk": "unknown",
@@ -8012,7 +8012,7 @@
   {
     "id": "seo-content-refresher",
     "path": "skills/seo-content-refresher",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-refresher",
     "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.",
     "risk": "unknown",
@@ -8022,7 +8022,7 @@
   {
     "id": "seo-content-writer",
     "path": "skills/seo-content-writer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-writer",
     "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.",
     "risk": "unknown",
@@ -8032,7 +8032,7 @@
   {
     "id": "seo-forensic-incident-response",
     "path": "skills/seo-forensic-incident-response",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-forensic-incident-response",
     "description": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.",
     "risk": "safe",
@@ -8042,7 +8042,7 @@
   {
     "id": "seo-fundamentals",
     "path": "skills/seo-fundamentals",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-fundamentals",
     "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.",
     "risk": "unknown",
@@ -8052,7 +8052,7 @@
   {
     "id": "seo-keyword-strategist",
     "path": "skills/seo-keyword-strategist",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-keyword-strategist",
     "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.",
     "risk": "unknown",
@@ -8062,7 +8062,7 @@
   {
     "id": "seo-meta-optimizer",
     "path": "skills/seo-meta-optimizer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-meta-optimizer",
     "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.",
     "risk": "unknown",
@@ -8072,7 +8072,7 @@
   {
     "id": "seo-snippet-hunter",
     "path": "skills/seo-snippet-hunter",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-snippet-hunter",
     "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.",
     "risk": "unknown",
@@ -8082,7 +8082,7 @@
   {
     "id": "seo-structure-architect",
     "path": "skills/seo-structure-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-structure-architect",
     "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.",
     "risk": "unknown",
@@ -8092,7 +8092,7 @@
   {
     "id": "server-management",
     "path": "skills/server-management",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "server-management",
     "description": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.",
     "risk": "unknown",
@@ -8102,7 +8102,7 @@
   {
     "id": "service-mesh-expert",
     "path": "skills/service-mesh-expert",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "service-mesh-expert",
     "description": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con",
     "risk": "unknown",
@@ -8112,7 +8112,7 @@
   {
     "id": "service-mesh-observability",
     "path": "skills/service-mesh-observability",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "service-mesh-observability",
     "description": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...",
     "risk": "unknown",
@@ -8122,7 +8122,7 @@
   {
     "id": "shader-programming-glsl",
     "path": "skills/shader-programming-glsl",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "shader-programming-glsl",
     "description": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.",
     "risk": "safe",
@@ -8132,7 +8132,7 @@
   {
     "id": "sharp-edges",
     "path": "skills/sharp-edges",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sharp-edges",
     "description": "Identify error-prone APIs and dangerous configurations",
     "risk": "safe",
@@ -8152,7 +8152,7 @@
   {
     "id": "shodan-reconnaissance",
     "path": "skills/shodan-reconnaissance",
-    "category": "database",
+    "category": "uncategorized",
     "name": "shodan-reconnaissance",
     "description": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...",
     "risk": "unknown",
@@ -8162,7 +8162,7 @@
   {
     "id": "shopify-apps",
     "path": "skills/shopify-apps",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "shopify-apps",
     "description": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...",
     "risk": "unknown",
@@ -8172,7 +8172,7 @@
   {
     "id": "shopify-automation",
     "path": "skills/shopify-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "shopify-automation",
     "description": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8182,7 +8182,7 @@
   {
     "id": "shopify-development",
     "path": "skills/shopify-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "shopify-development",
     "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.",
     "risk": "unknown",
@@ -8202,7 +8202,7 @@
   {
     "id": "similarity-search-patterns",
     "path": "skills/similarity-search-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "similarity-search-patterns",
     "description": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.",
     "risk": "unknown",
@@ -8222,7 +8222,7 @@
   {
     "id": "skill-creator-ms",
     "path": "skills/skill-creator-ms",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "skill-creator-ms",
     "description": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.",
     "risk": "unknown",
@@ -8232,7 +8232,7 @@
   {
     "id": "skill-developer",
     "path": "skills/skill-developer",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "skill-developer",
     "description": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...",
     "risk": "unknown",
@@ -8242,7 +8242,7 @@
   {
     "id": "skill-rails-upgrade",
     "path": "skills/skill-rails-upgrade",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "skill-rails-upgrade",
     "description": "Analyze Rails apps and provide upgrade assessments",
     "risk": "safe",
@@ -8252,7 +8252,7 @@
   {
     "id": "skill-router",
     "path": "skills/skill-router",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "skill-router",
     "description": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.",
     "risk": "safe",
@@ -8262,7 +8262,7 @@
   {
     "id": "skill-seekers",
     "path": "skills/skill-seekers",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "skill-seekers",
     "description": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.",
     "risk": "safe",
@@ -8272,7 +8272,7 @@
   {
     "id": "slack-automation",
     "path": "skills/slack-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "slack-automation",
     "description": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...",
     "risk": "unknown",
@@ -8282,7 +8282,7 @@
   {
     "id": "slack-bot-builder",
     "path": "skills/slack-bot-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "slack-bot-builder",
     "description": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...",
     "risk": "unknown",
@@ -8292,7 +8292,7 @@
   {
     "id": "slack-gif-creator",
     "path": "skills/slack-gif-creator",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "slack-gif-creator",
     "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...",
     "risk": "unknown",
@@ -8312,7 +8312,7 @@
   {
     "id": "smtp-penetration-testing",
     "path": "skills/smtp-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "smtp-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...",
     "risk": "unknown",
@@ -8322,7 +8322,7 @@
   {
     "id": "social-content",
     "path": "skills/social-content",
-    "category": "content",
+    "category": "uncategorized",
     "name": "social-content",
     "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...",
     "risk": "unknown",
@@ -8342,7 +8342,7 @@
   {
     "id": "solidity-security",
     "path": "skills/solidity-security",
-    "category": "security",
+    "category": "uncategorized",
     "name": "solidity-security",
     "description": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...",
     "risk": "unknown",
@@ -8352,7 +8352,7 @@
   {
     "id": "spark-optimization",
     "path": "skills/spark-optimization",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "spark-optimization",
     "description": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.",
     "risk": "unknown",
@@ -8362,7 +8362,7 @@
   {
     "id": "sql-injection-testing",
     "path": "skills/sql-injection-testing",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sql-injection-testing",
     "description": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...",
     "risk": "unknown",
@@ -8372,7 +8372,7 @@
   {
     "id": "sql-optimization-patterns",
     "path": "skills/sql-optimization-patterns",
-    "category": "database",
+    "category": "uncategorized",
     "name": "sql-optimization-patterns",
     "description": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...",
     "risk": "unknown",
@@ -8382,7 +8382,7 @@
   {
     "id": "sql-pro",
     "path": "skills/sql-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "sql-pro",
     "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.",
     "risk": "unknown",
@@ -8392,7 +8392,7 @@
   {
     "id": "sqlmap-database-pentesting",
     "path": "skills/sqlmap-database-pentesting",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sqlmap-database-pentesting",
     "description": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...",
     "risk": "unknown",
@@ -8402,7 +8402,7 @@
   {
     "id": "square-automation",
     "path": "skills/square-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "square-automation",
     "description": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8412,7 +8412,7 @@
   {
     "id": "ssh-penetration-testing",
     "path": "skills/ssh-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ssh-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...",
     "risk": "unknown",
@@ -8422,7 +8422,7 @@
   {
     "id": "startup-analyst",
     "path": "skills/startup-analyst",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "startup-analyst",
     "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.",
     "risk": "unknown",
@@ -8442,7 +8442,7 @@
   {
     "id": "startup-business-analyst-financial-projections",
     "path": "skills/startup-business-analyst-financial-projections",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "startup-business-analyst-financial-projections",
     "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n",
     "risk": "unknown",
@@ -8452,7 +8452,7 @@
   {
     "id": "startup-business-analyst-market-opportunity",
     "path": "skills/startup-business-analyst-market-opportunity",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "startup-business-analyst-market-opportunity",
     "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n",
     "risk": "unknown",
@@ -8462,7 +8462,7 @@
   {
     "id": "startup-financial-modeling",
     "path": "skills/startup-financial-modeling",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "startup-financial-modeling",
     "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...",
     "risk": "unknown",
@@ -8482,7 +8482,7 @@
   {
     "id": "stitch-ui-design",
     "path": "skills/stitch-ui-design",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "stitch-ui-design",
     "description": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...",
     "risk": "safe",
@@ -8492,7 +8492,7 @@
   {
     "id": "stride-analysis-patterns",
     "path": "skills/stride-analysis-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "stride-analysis-patterns",
     "description": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.",
     "risk": "unknown",
@@ -8502,7 +8502,7 @@
   {
     "id": "stripe-automation",
     "path": "skills/stripe-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "stripe-automation",
     "description": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8512,7 +8512,7 @@
   {
     "id": "stripe-integration",
     "path": "skills/stripe-integration",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "stripe-integration",
     "description": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...",
     "risk": "unknown",
@@ -8522,7 +8522,7 @@
   {
     "id": "subagent-driven-development",
     "path": "skills/subagent-driven-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "subagent-driven-development",
     "description": "Use when executing implementation plans with independent tasks in the current session",
     "risk": "unknown",
@@ -8532,7 +8532,7 @@
   {
     "id": "supabase-automation",
     "path": "skills/supabase-automation",
-    "category": "database",
+    "category": "uncategorized",
     "name": "supabase-automation",
     "description": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8552,7 +8552,7 @@
   {
     "id": "swiftui-expert-skill",
     "path": "skills/swiftui-expert-skill",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "swiftui-expert-skill",
     "description": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...",
     "risk": "safe",
@@ -8562,7 +8562,7 @@
   {
     "id": "systematic-debugging",
     "path": "skills/systematic-debugging",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "systematic-debugging",
     "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
     "risk": "unknown",
@@ -8572,7 +8572,7 @@
   {
     "id": "systems-programming-rust-project",
     "path": "skills/systems-programming-rust-project",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "systems-programming-rust-project",
     "description": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing",
     "risk": "unknown",
@@ -8582,7 +8582,7 @@
   {
     "id": "tailwind-design-system",
     "path": "skills/tailwind-design-system",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tailwind-design-system",
     "description": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...",
     "risk": "unknown",
@@ -8592,7 +8592,7 @@
   {
     "id": "tailwind-patterns",
     "path": "skills/tailwind-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tailwind-patterns",
     "description": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.",
     "risk": "unknown",
@@ -8602,7 +8602,7 @@
   {
     "id": "tavily-web",
     "path": "skills/tavily-web",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tavily-web",
     "description": "Web search, content extraction, crawling, and research capabilities using Tavily API",
     "risk": "unknown",
@@ -8612,7 +8612,7 @@
   {
     "id": "tdd-orchestrator",
     "path": "skills/tdd-orchestrator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "tdd-orchestrator",
     "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.",
     "risk": "unknown",
@@ -8622,7 +8622,7 @@
   {
     "id": "tdd-workflow",
     "path": "skills/tdd-workflow",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "tdd-workflow",
     "description": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.",
     "risk": "unknown",
@@ -8632,7 +8632,7 @@
   {
     "id": "tdd-workflows-tdd-cycle",
     "path": "skills/tdd-workflows-tdd-cycle",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-cycle",
     "description": "Use when working with tdd workflows tdd cycle",
     "risk": "unknown",
@@ -8642,7 +8642,7 @@
   {
     "id": "tdd-workflows-tdd-green",
     "path": "skills/tdd-workflows-tdd-green",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-green",
     "description": "Implement the minimal code needed to make failing tests pass in the TDD green phase.",
     "risk": "unknown",
@@ -8652,7 +8652,7 @@
   {
     "id": "tdd-workflows-tdd-red",
     "path": "skills/tdd-workflows-tdd-red",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-red",
     "description": "Generate failing tests for the TDD red phase to define expected behavior and edge cases.",
     "risk": "unknown",
@@ -8662,7 +8662,7 @@
   {
     "id": "tdd-workflows-tdd-refactor",
     "path": "skills/tdd-workflows-tdd-refactor",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-refactor",
     "description": "Use when working with tdd workflows tdd refactor",
     "risk": "unknown",
@@ -8672,7 +8672,7 @@
   {
     "id": "team-collaboration-issue",
     "path": "skills/team-collaboration-issue",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "team-collaboration-issue",
     "description": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an",
     "risk": "unknown",
@@ -8682,7 +8682,7 @@
   {
     "id": "team-collaboration-standup-notes",
     "path": "skills/team-collaboration-standup-notes",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "team-collaboration-standup-notes",
     "description": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.",
     "risk": "unknown",
@@ -8702,7 +8702,7 @@
   {
     "id": "telegram-automation",
     "path": "skills/telegram-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "telegram-automation",
     "description": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8712,7 +8712,7 @@
   {
     "id": "telegram-bot-builder",
     "path": "skills/telegram-bot-builder",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "telegram-bot-builder",
     "description": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...",
     "risk": "unknown",
@@ -8722,7 +8722,7 @@
   {
     "id": "telegram-mini-app",
     "path": "skills/telegram-mini-app",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "telegram-mini-app",
     "description": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...",
     "risk": "unknown",
@@ -8732,7 +8732,7 @@
   {
     "id": "templates",
     "path": "skills/app-builder/templates",
-    "category": "ai-ml",
+    "category": "app-builder",
     "name": "templates",
     "description": "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.",
     "risk": "unknown",
@@ -8742,7 +8742,7 @@
   {
     "id": "temporal-golang-pro",
     "path": "skills/temporal-golang-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "temporal-golang-pro",
     "description": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.",
     "risk": "safe",
@@ -8752,7 +8752,7 @@
   {
     "id": "temporal-python-pro",
     "path": "skills/temporal-python-pro",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "temporal-python-pro",
     "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.",
     "risk": "unknown",
@@ -8762,7 +8762,7 @@
   {
     "id": "temporal-python-testing",
     "path": "skills/temporal-python-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "temporal-python-testing",
     "description": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...",
     "risk": "unknown",
@@ -8772,7 +8772,7 @@
   {
     "id": "terraform-aws-modules",
     "path": "skills/terraform-aws-modules",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "terraform-aws-modules",
     "description": "Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.",
     "risk": "unknown",
@@ -8792,7 +8792,7 @@
   {
     "id": "terraform-module-library",
     "path": "skills/terraform-module-library",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "terraform-module-library",
     "description": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...",
     "risk": "unknown",
@@ -8802,7 +8802,7 @@
   {
     "id": "terraform-skill",
     "path": "skills/terraform-skill",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "terraform-skill",
     "description": "Terraform infrastructure as code best practices",
     "risk": "safe",
@@ -8812,7 +8812,7 @@
   {
     "id": "terraform-specialist",
     "path": "skills/terraform-specialist",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "terraform-specialist",
     "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.",
     "risk": "unknown",
@@ -8822,7 +8822,7 @@
   {
     "id": "test-automator",
     "path": "skills/test-automator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-automator",
     "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.",
     "risk": "unknown",
@@ -8832,7 +8832,7 @@
   {
     "id": "test-driven-development",
     "path": "skills/test-driven-development",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-driven-development",
     "description": "Use when implementing any feature or bugfix, before writing implementation code",
     "risk": "unknown",
@@ -8842,7 +8842,7 @@
   {
     "id": "test-fixing",
     "path": "skills/test-fixing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-fixing",
     "description": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...",
     "risk": "unknown",
@@ -8852,7 +8852,7 @@
   {
     "id": "testing-patterns",
     "path": "skills/testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "testing-patterns",
     "description": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.",
     "risk": "unknown",
@@ -8872,7 +8872,7 @@
   {
     "id": "theme-factory",
     "path": "skills/theme-factory",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "theme-factory",
     "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...",
     "risk": "unknown",
@@ -8882,7 +8882,7 @@
   {
     "id": "threat-mitigation-mapping",
     "path": "skills/threat-mitigation-mapping",
-    "category": "security",
+    "category": "uncategorized",
     "name": "threat-mitigation-mapping",
     "description": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.",
     "risk": "unknown",
@@ -8892,7 +8892,7 @@
   {
     "id": "threat-modeling-expert",
     "path": "skills/threat-modeling-expert",
-    "category": "security",
+    "category": "uncategorized",
     "name": "threat-modeling-expert",
     "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...",
     "risk": "unknown",
@@ -8902,7 +8902,7 @@
   {
     "id": "threejs-skills",
     "path": "skills/threejs-skills",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "threejs-skills",
     "description": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.",
     "risk": "safe",
@@ -8912,7 +8912,7 @@
   {
     "id": "tiktok-automation",
     "path": "skills/tiktok-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tiktok-automation",
     "description": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8922,7 +8922,7 @@
   {
     "id": "todoist-automation",
     "path": "skills/todoist-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "todoist-automation",
     "description": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8942,7 +8942,7 @@
   {
     "id": "top-web-vulnerabilities",
     "path": "skills/top-web-vulnerabilities",
-    "category": "security",
+    "category": "uncategorized",
     "name": "top-web-vulnerabilities",
     "description": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...",
     "risk": "unknown",
@@ -8952,7 +8952,7 @@
   {
     "id": "track-management",
     "path": "skills/track-management",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "track-management",
     "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.",
     "risk": "unknown",
@@ -8962,7 +8962,7 @@
   {
     "id": "trello-automation",
     "path": "skills/trello-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "trello-automation",
     "description": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.",
     "risk": "unknown",
@@ -8972,7 +8972,7 @@
   {
     "id": "trigger-dev",
     "path": "skills/trigger-dev",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "trigger-dev",
     "description": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...",
     "risk": "unknown",
@@ -8982,7 +8982,7 @@
   {
     "id": "turborepo-caching",
     "path": "skills/turborepo-caching",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "turborepo-caching",
     "description": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.",
     "risk": "unknown",
@@ -8992,7 +8992,7 @@
   {
     "id": "tutorial-engineer",
     "path": "skills/tutorial-engineer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "tutorial-engineer",
     "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.",
     "risk": "safe",
@@ -9002,7 +9002,7 @@
   {
     "id": "twilio-communications",
     "path": "skills/twilio-communications",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "twilio-communications",
     "description": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...",
     "risk": "unknown",
@@ -9012,7 +9012,7 @@
   {
     "id": "twitter-automation",
     "path": "skills/twitter-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "twitter-automation",
     "description": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9022,7 +9022,7 @@
   {
     "id": "typescript-advanced-types",
     "path": "skills/typescript-advanced-types",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "typescript-advanced-types",
     "description": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...",
     "risk": "unknown",
@@ -9042,7 +9042,7 @@
   {
     "id": "typescript-pro",
     "path": "skills/typescript-pro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "typescript-pro",
     "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.",
     "risk": "unknown",
@@ -9052,7 +9052,7 @@
   {
     "id": "ui-skills",
     "path": "skills/ui-skills",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ui-skills",
     "description": "Opinionated, evolving constraints to guide agents when building interfaces",
     "risk": "safe",
@@ -9062,7 +9062,7 @@
   {
     "id": "ui-ux-designer",
     "path": "skills/ui-ux-designer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ui-ux-designer",
     "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.",
     "risk": "unknown",
@@ -9072,7 +9072,7 @@
   {
     "id": "ui-ux-pro-max",
     "path": "skills/ui-ux-pro-max",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ui-ux-pro-max",
     "description": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...",
     "risk": "unknown",
@@ -9082,7 +9082,7 @@
   {
     "id": "ui-visual-validator",
     "path": "skills/ui-visual-validator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ui-visual-validator",
     "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.",
     "risk": "unknown",
@@ -9092,7 +9092,7 @@
   {
     "id": "unit-testing-test-generate",
     "path": "skills/unit-testing-test-generate",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "unit-testing-test-generate",
     "description": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.",
     "risk": "unknown",
@@ -9102,7 +9102,7 @@
   {
     "id": "unity-developer",
     "path": "skills/unity-developer",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unity-developer",
     "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.",
     "risk": "unknown",
@@ -9112,7 +9112,7 @@
   {
     "id": "unity-ecs-patterns",
     "path": "skills/unity-ecs-patterns",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unity-ecs-patterns",
     "description": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...",
     "risk": "unknown",
@@ -9122,7 +9122,7 @@
   {
     "id": "unreal-engine-cpp-pro",
     "path": "skills/unreal-engine-cpp-pro",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unreal-engine-cpp-pro",
     "description": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.",
     "risk": "safe",
@@ -9132,7 +9132,7 @@
   {
     "id": "upgrading-expo",
     "path": "skills/upgrading-expo",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "upgrading-expo",
     "description": "Upgrade Expo SDK versions",
     "risk": "safe",
@@ -9142,7 +9142,7 @@
   {
     "id": "upstash-qstash",
     "path": "skills/upstash-qstash",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "upstash-qstash",
     "description": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...",
     "risk": "unknown",
@@ -9152,7 +9152,7 @@
   {
     "id": "using-git-worktrees",
     "path": "skills/using-git-worktrees",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "using-git-worktrees",
     "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...",
     "risk": "unknown",
@@ -9162,7 +9162,7 @@
   {
     "id": "using-neon",
     "path": "skills/using-neon",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "using-neon",
     "description": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...",
     "risk": "safe",
@@ -9182,7 +9182,7 @@
   {
     "id": "uv-package-manager",
     "path": "skills/uv-package-manager",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "uv-package-manager",
     "description": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...",
     "risk": "unknown",
@@ -9192,7 +9192,7 @@
   {
     "id": "varlock-claude-skill",
     "path": "skills/varlock-claude-skill",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "varlock-claude-skill",
     "description": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits",
     "risk": "safe",
@@ -9202,7 +9202,7 @@
   {
     "id": "vector-database-engineer",
     "path": "skills/vector-database-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vector-database-engineer",
     "description": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar",
     "risk": "unknown",
@@ -9212,7 +9212,7 @@
   {
     "id": "vector-index-tuning",
     "path": "skills/vector-index-tuning",
-    "category": "database",
+    "category": "uncategorized",
     "name": "vector-index-tuning",
     "description": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.",
     "risk": "unknown",
@@ -9222,7 +9222,7 @@
   {
     "id": "vercel-automation",
     "path": "skills/vercel-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "vercel-automation",
     "description": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9232,7 +9232,7 @@
   {
     "id": "vercel-deploy-claimable",
     "path": "skills/vercel-deploy-claimable",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "vercel-deploy-claimable",
     "description": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...",
     "risk": "safe",
@@ -9242,7 +9242,7 @@
   {
     "id": "vercel-deployment",
     "path": "skills/vercel-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "vercel-deployment",
     "description": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.",
     "risk": "safe",
@@ -9252,7 +9252,7 @@
   {
     "id": "verification-before-completion",
     "path": "skills/verification-before-completion",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "verification-before-completion",
     "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...",
     "risk": "unknown",
@@ -9262,7 +9262,7 @@
   {
     "id": "vexor",
     "path": "skills/vexor",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vexor",
     "description": "Vector-powered CLI for semantic file search with a Claude/Codex skill",
     "risk": "safe",
@@ -9272,7 +9272,7 @@
   {
     "id": "vibe-code-auditor",
     "path": "skills/vibe-code-auditor",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vibe-code-auditor",
     "description": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.",
     "risk": "safe",
@@ -9302,7 +9302,7 @@
   {
     "id": "viral-generator-builder",
     "path": "skills/viral-generator-builder",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "viral-generator-builder",
     "description": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...",
     "risk": "unknown",
@@ -9312,7 +9312,7 @@
   {
     "id": "voice-agents",
     "path": "skills/voice-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "voice-agents",
     "description": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...",
     "risk": "unknown",
@@ -9322,7 +9322,7 @@
   {
     "id": "voice-ai-development",
     "path": "skills/voice-ai-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "voice-ai-development",
     "description": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...",
     "risk": "unknown",
@@ -9332,7 +9332,7 @@
   {
     "id": "voice-ai-engine-development",
     "path": "skills/voice-ai-engine-development",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "voice-ai-engine-development",
     "description": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support",
     "risk": "unknown",
@@ -9342,7 +9342,7 @@
   {
     "id": "vr-ar",
     "path": "skills/game-development/vr-ar",
-    "category": "database",
+    "category": "game-development",
     "name": "vr-ar",
     "description": "VR/AR development principles. Comfort, interaction, performance requirements.",
     "risk": "unknown",
@@ -9352,7 +9352,7 @@
   {
     "id": "vulnerability-scanner",
     "path": "skills/vulnerability-scanner",
-    "category": "security",
+    "category": "uncategorized",
     "name": "vulnerability-scanner",
     "description": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.",
     "risk": "unknown",
@@ -9362,7 +9362,7 @@
   {
     "id": "wcag-audit-patterns",
     "path": "skills/wcag-audit-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "wcag-audit-patterns",
     "description": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...",
     "risk": "unknown",
@@ -9372,7 +9372,7 @@
   {
     "id": "web-artifacts-builder",
     "path": "skills/web-artifacts-builder",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-artifacts-builder",
     "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...",
     "risk": "unknown",
@@ -9382,7 +9382,7 @@
   {
     "id": "web-design-guidelines",
     "path": "skills/web-design-guidelines",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-design-guidelines",
     "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...",
     "risk": "unknown",
@@ -9392,7 +9392,7 @@
   {
     "id": "web-games",
     "path": "skills/game-development/web-games",
-    "category": "web-development",
+    "category": "game-development",
     "name": "web-games",
     "description": "Web browser game development principles. Framework selection, WebGPU, optimization, PWA.",
     "risk": "unknown",
@@ -9402,7 +9402,7 @@
   {
     "id": "web-performance-optimization",
     "path": "skills/web-performance-optimization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-performance-optimization",
     "description": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance",
     "risk": "unknown",
@@ -9422,7 +9422,7 @@
   {
     "id": "web3-testing",
     "path": "skills/web3-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "web3-testing",
     "description": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...",
     "risk": "unknown",
@@ -9432,7 +9432,7 @@
   {
     "id": "webapp-testing",
     "path": "skills/webapp-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "webapp-testing",
     "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...",
     "risk": "unknown",
@@ -9442,7 +9442,7 @@
   {
     "id": "webflow-automation",
     "path": "skills/webflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "webflow-automation",
     "description": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9452,7 +9452,7 @@
   {
     "id": "whatsapp-automation",
     "path": "skills/whatsapp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "whatsapp-automation",
     "description": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9462,7 +9462,7 @@
   {
     "id": "wiki-architect",
     "path": "skills/wiki-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-architect",
     "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...",
     "risk": "unknown",
@@ -9472,7 +9472,7 @@
   {
     "id": "wiki-changelog",
     "path": "skills/wiki-changelog",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "wiki-changelog",
     "description": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...",
     "risk": "unknown",
@@ -9482,7 +9482,7 @@
   {
     "id": "wiki-onboarding",
     "path": "skills/wiki-onboarding",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-onboarding",
     "description": "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...",
     "risk": "unknown",
@@ -9492,7 +9492,7 @@
   {
     "id": "wiki-page-writer",
     "path": "skills/wiki-page-writer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-page-writer",
     "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...",
     "risk": "unknown",
@@ -9502,7 +9502,7 @@
   {
     "id": "wiki-qa",
     "path": "skills/wiki-qa",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "wiki-qa",
     "description": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...",
     "risk": "unknown",
@@ -9522,7 +9522,7 @@
   {
     "id": "wiki-vitepress",
     "path": "skills/wiki-vitepress",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-vitepress",
     "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...",
     "risk": "unknown",
@@ -9532,7 +9532,7 @@
   {
     "id": "windows-privilege-escalation",
     "path": "skills/windows-privilege-escalation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "windows-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...",
     "risk": "unknown",
@@ -9562,7 +9562,7 @@
   {
     "id": "wordpress-penetration-testing",
     "path": "skills/wordpress-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "wordpress-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...",
     "risk": "unknown",
@@ -9602,7 +9602,7 @@
   {
     "id": "workflow-automation",
     "path": "skills/workflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "workflow-automation",
     "description": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...",
     "risk": "unknown",
@@ -9612,7 +9612,7 @@
   {
     "id": "workflow-orchestration-patterns",
     "path": "skills/workflow-orchestration-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "workflow-orchestration-patterns",
     "description": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...",
     "risk": "unknown",
@@ -9622,7 +9622,7 @@
   {
     "id": "workflow-patterns",
     "path": "skills/workflow-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "workflow-patterns",
     "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.",
     "risk": "unknown",
@@ -9632,7 +9632,7 @@
   {
     "id": "wrike-automation",
     "path": "skills/wrike-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "wrike-automation",
     "description": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9652,7 +9652,7 @@
   {
     "id": "writing-plans",
     "path": "skills/writing-plans",
-    "category": "content",
+    "category": "uncategorized",
     "name": "writing-plans",
     "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
     "risk": "unknown",
@@ -9672,7 +9672,7 @@
   {
     "id": "x-article-publisher-skill",
     "path": "skills/x-article-publisher-skill",
-    "category": "content",
+    "category": "uncategorized",
     "name": "x-article-publisher-skill",
     "description": "Publish articles to X/Twitter",
     "risk": "safe",
@@ -9692,7 +9692,7 @@
   {
     "id": "xlsx-official",
     "path": "skills/xlsx-official",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "xlsx-official",
     "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....",
     "risk": "unknown",
@@ -9702,7 +9702,7 @@
   {
     "id": "xss-html-injection",
     "path": "skills/xss-html-injection",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "xss-html-injection",
     "description": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...",
     "risk": "unknown",
@@ -9712,7 +9712,7 @@
   {
     "id": "youtube-automation",
     "path": "skills/youtube-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "youtube-automation",
     "description": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9732,7 +9732,7 @@
   {
     "id": "zapier-make-patterns",
     "path": "skills/zapier-make-patterns",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zapier-make-patterns",
     "description": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...",
     "risk": "unknown",
@@ -9742,7 +9742,7 @@
   {
     "id": "zendesk-automation",
     "path": "skills/zendesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zendesk-automation",
     "description": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9752,7 +9752,7 @@
   {
     "id": "zoho-crm-automation",
     "path": "skills/zoho-crm-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zoho-crm-automation",
     "description": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9762,7 +9762,7 @@
   {
     "id": "zoom-automation",
     "path": "skills/zoom-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zoom-automation",
     "description": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9772,7 +9772,7 @@
   {
     "id": "zustand-store-ts",
     "path": "skills/zustand-store-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "zustand-store-ts",
     "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...",
     "risk": "unknown",
diff --git a/uncategorized_list.json b/uncategorized_list.json
deleted file mode 100644
index f93468c9..00000000
--- a/uncategorized_list.json
+++ /dev/null
@@ -1,4587 +0,0 @@
-[
-  {
-    "id": "3d-web-experience",
-    "name": "3d-web-experience",
-    "desc": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
-  },
-  {
-    "id": "ab-test-setup",
-    "name": "ab-test-setup",
-    "desc": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
-  },
-  {
-    "id": "accessibility-compliance-accessibility-audit",
-    "name": "accessibility-compliance-accessibility-audit",
-    "desc": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
-  },
-  {
-    "id": "active-directory-attacks",
-    "name": "active-directory-attacks",
-    "desc": "This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ..."
-  },
-  {
-    "id": "activecampaign-automation",
-    "name": "activecampaign-automation",
-    "desc": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
-  },
-  {
-    "id": "address-github-comments",
-    "name": "address-github-comments",
-    "desc": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
-  },
-  {
-    "id": "agent-evaluation",
-    "name": "agent-evaluation",
-    "desc": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re..."
-  },
-  {
-    "id": "agent-framework-azure-ai-py",
-    "name": "agent-framework-azure-ai-py",
-    "desc": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
-  },
-  {
-    "id": "agent-manager-skill",
-    "name": "agent-manager-skill",
-    "desc": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
-  },
-  {
-    "id": "agent-memory-mcp",
-    "name": "agent-memory-mcp",
-    "desc": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
-  },
-  {
-    "id": "agent-memory-systems",
-    "name": "agent-memory-systems",
-    "desc": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
-  },
-  {
-    "id": "agent-orchestration-improve-agent",
-    "name": "agent-orchestration-improve-agent",
-    "desc": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
-  },
-  {
-    "id": "agent-orchestration-multi-agent-optimize",
-    "name": "agent-orchestration-multi-agent-optimize",
-    "desc": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
-  },
-  {
-    "id": "agent-tool-builder",
-    "name": "agent-tool-builder",
-    "desc": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
-  },
-  {
-    "id": "agentfolio",
-    "name": "agentfolio",
-    "desc": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
-  },
-  {
-    "id": "agentmail",
-    "name": "agentmail",
-    "desc": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API."
-  },
-  {
-    "id": "agents-v2-py",
-    "name": "agents-v2-py",
-    "desc": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
-  },
-  {
-    "id": "ai-agents-architect",
-    "name": "ai-agents-architect",
-    "desc": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
-  },
-  {
-    "id": "ai-engineer",
-    "name": "ai-engineer",
-    "desc": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations."
-  },
-  {
-    "id": "ai-product",
-    "name": "ai-product",
-    "desc": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ..."
-  },
-  {
-    "id": "ai-wrapper-product",
-    "name": "ai-wrapper-product",
-    "desc": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
-  },
-  {
-    "id": "airflow-dag-patterns",
-    "name": "airflow-dag-patterns",
-    "desc": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
-  },
-  {
-    "id": "airtable-automation",
-    "name": "airtable-automation",
-    "desc": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
-  },
-  {
-    "id": "algolia-search",
-    "name": "algolia-search",
-    "desc": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
-  },
-  {
-    "id": "algorithmic-art",
-    "name": "algorithmic-art",
-    "desc": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
-  },
-  {
-    "id": "amplitude-automation",
-    "name": "amplitude-automation",
-    "desc": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
-  },
-  {
-    "id": "analytics-tracking",
-    "name": "analytics-tracking",
-    "desc": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data."
-  },
-  {
-    "id": "android-jetpack-compose-expert",
-    "name": "android-jetpack-compose-expert",
-    "desc": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
-  },
-  {
-    "id": "android_ui_verification",
-    "name": "android_ui_verification",
-    "desc": "Automated end-to-end UI testing and verification on an Android Emulator using ADB."
-  },
-  {
-    "id": "angular",
-    "name": "angular",
-    "desc": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns."
-  },
-  {
-    "id": "angular-best-practices",
-    "name": "angular-best-practices",
-    "desc": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
-  },
-  {
-    "id": "angular-migration",
-    "name": "angular-migration",
-    "desc": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
-  },
-  {
-    "id": "angular-state-management",
-    "name": "angular-state-management",
-    "desc": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
-  },
-  {
-    "id": "angular-ui-patterns",
-    "name": "angular-ui-patterns",
-    "desc": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
-  },
-  {
-    "id": "anti-reversing-techniques",
-    "name": "anti-reversing-techniques",
-    "desc": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
-  },
-  {
-    "id": "antigravity-workflows",
-    "name": "antigravity-workflows",
-    "desc": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
-  },
-  {
-    "id": "api-design-principles",
-    "name": "api-design-principles",
-    "desc": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
-  },
-  {
-    "id": "api-documentation-generator",
-    "name": "api-documentation-generator",
-    "desc": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
-  },
-  {
-    "id": "api-documenter",
-    "name": "api-documenter",
-    "desc": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals."
-  },
-  {
-    "id": "api-fuzzing-bug-bounty",
-    "name": "api-fuzzing-bug-bounty",
-    "desc": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
-  },
-  {
-    "id": "api-patterns",
-    "name": "api-patterns",
-    "desc": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
-  },
-  {
-    "id": "api-security-best-practices",
-    "name": "api-security-best-practices",
-    "desc": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
-  },
-  {
-    "id": "api-testing-observability-api-mock",
-    "name": "api-testing-observability-api-mock",
-    "desc": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
-  },
-  {
-    "id": "apify-actor-development",
-    "name": "apify-actor-development",
-    "desc": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
-  },
-  {
-    "id": "apify-actorization",
-    "name": "apify-actorization",
-    "desc": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
-  },
-  {
-    "id": "apify-audience-analysis",
-    "name": "apify-audience-analysis",
-    "desc": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok."
-  },
-  {
-    "id": "apify-brand-reputation-monitoring",
-    "name": "apify-brand-reputation-monitoring",
-    "desc": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
-  },
-  {
-    "id": "apify-competitor-intelligence",
-    "name": "apify-competitor-intelligence",
-    "desc": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok."
-  },
-  {
-    "id": "apify-content-analytics",
-    "name": "apify-content-analytics",
-    "desc": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok."
-  },
-  {
-    "id": "apify-ecommerce",
-    "name": "apify-ecommerce",
-    "desc": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
-  },
-  {
-    "id": "apify-influencer-discovery",
-    "name": "apify-influencer-discovery",
-    "desc": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok."
-  },
-  {
-    "id": "apify-lead-generation",
-    "name": "apify-lead-generation",
-    "desc": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
-  },
-  {
-    "id": "apify-market-research",
-    "name": "apify-market-research",
-    "desc": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor."
-  },
-  {
-    "id": "apify-trend-analysis",
-    "name": "apify-trend-analysis",
-    "desc": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy."
-  },
-  {
-    "id": "apify-ultimate-scraper",
-    "name": "apify-ultimate-scraper",
-    "desc": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
-  },
-  {
-    "id": "app-builder",
-    "name": "app-builder",
-    "desc": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
-  },
-  {
-    "id": "app-store-optimization",
-    "name": "app-store-optimization",
-    "desc": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
-  },
-  {
-    "id": "appdeploy",
-    "name": "appdeploy",
-    "desc": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
-  },
-  {
-    "id": "application-performance-performance-optimization",
-    "name": "application-performance-performance-optimization",
-    "desc": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
-  },
-  {
-    "id": "architect-review",
-    "name": "architect-review",
-    "desc": "Master software architect specializing in modern architecture"
-  },
-  {
-    "id": "architecture",
-    "name": "architecture",
-    "desc": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
-  },
-  {
-    "id": "architecture-decision-records",
-    "name": "architecture-decision-records",
-    "desc": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
-  },
-  {
-    "id": "architecture-patterns",
-    "name": "architecture-patterns",
-    "desc": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
-  },
-  {
-    "id": "arm-cortex-expert",
-    "name": "arm-cortex-expert",
-    "desc": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD)."
-  },
-  {
-    "id": "asana-automation",
-    "name": "asana-automation",
-    "desc": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
-  },
-  {
-    "id": "async-python-patterns",
-    "name": "async-python-patterns",
-    "desc": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
-  },
-  {
-    "id": "attack-tree-construction",
-    "name": "attack-tree-construction",
-    "desc": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
-  },
-  {
-    "id": "auth-implementation-patterns",
-    "name": "auth-implementation-patterns",
-    "desc": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
-  },
-  {
-    "id": "automate-whatsapp",
-    "name": "automate-whatsapp",
-    "desc": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
-  },
-  {
-    "id": "autonomous-agent-patterns",
-    "name": "autonomous-agent-patterns",
-    "desc": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
-  },
-  {
-    "id": "autonomous-agents",
-    "name": "autonomous-agents",
-    "desc": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
-  },
-  {
-    "id": "avalonia-layout-zafiro",
-    "name": "avalonia-layout-zafiro",
-    "desc": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
-  },
-  {
-    "id": "avalonia-viewmodels-zafiro",
-    "name": "avalonia-viewmodels-zafiro",
-    "desc": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
-  },
-  {
-    "id": "avalonia-zafiro-development",
-    "name": "avalonia-zafiro-development",
-    "desc": "Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit."
-  },
-  {
-    "id": "aws-cost-cleanup",
-    "name": "aws-cost-cleanup",
-    "desc": "Automated cleanup of unused AWS resources to reduce costs"
-  },
-  {
-    "id": "aws-cost-optimizer",
-    "name": "aws-cost-optimizer",
-    "desc": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
-  },
-  {
-    "id": "aws-penetration-testing",
-    "name": "aws-penetration-testing",
-    "desc": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
-  },
-  {
-    "id": "aws-serverless",
-    "name": "aws-serverless",
-    "desc": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
-  },
-  {
-    "id": "aws-skills",
-    "name": "aws-skills",
-    "desc": "AWS development with infrastructure automation and cloud architecture patterns"
-  },
-  {
-    "id": "azd-deployment",
-    "name": "azd-deployment",
-    "desc": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
-  },
-  {
-    "id": "azure-ai-agents-persistent-dotnet",
-    "name": "azure-ai-agents-persistent-dotnet",
-    "desc": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools."
-  },
-  {
-    "id": "azure-ai-agents-persistent-java",
-    "name": "azure-ai-agents-persistent-java",
-    "desc": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools."
-  },
-  {
-    "id": "azure-ai-anomalydetector-java",
-    "name": "azure-ai-anomalydetector-java",
-    "desc": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
-  },
-  {
-    "id": "azure-ai-contentsafety-java",
-    "name": "azure-ai-contentsafety-java",
-    "desc": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
-  },
-  {
-    "id": "azure-ai-contentsafety-py",
-    "name": "azure-ai-contentsafety-py",
-    "desc": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification."
-  },
-  {
-    "id": "azure-ai-contentsafety-ts",
-    "name": "azure-ai-contentsafety-ts",
-    "desc": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
-  },
-  {
-    "id": "azure-ai-contentunderstanding-py",
-    "name": "azure-ai-contentunderstanding-py",
-    "desc": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video."
-  },
-  {
-    "id": "azure-ai-document-intelligence-dotnet",
-    "name": "azure-ai-document-intelligence-dotnet",
-    "desc": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models."
-  },
-  {
-    "id": "azure-ai-document-intelligence-ts",
-    "name": "azure-ai-document-intelligence-ts",
-    "desc": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
-  },
-  {
-    "id": "azure-ai-formrecognizer-java",
-    "name": "azure-ai-formrecognizer-java",
-    "desc": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
-  },
-  {
-    "id": "azure-ai-ml-py",
-    "name": "azure-ai-ml-py",
-    "desc": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines."
-  },
-  {
-    "id": "azure-ai-openai-dotnet",
-    "name": "azure-ai-openai-dotnet",
-    "desc": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants."
-  },
-  {
-    "id": "azure-ai-projects-dotnet",
-    "name": "azure-ai-projects-dotnet",
-    "desc": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes."
-  },
-  {
-    "id": "azure-ai-projects-java",
-    "name": "azure-ai-projects-java",
-    "desc": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations."
-  },
-  {
-    "id": "azure-ai-projects-py",
-    "name": "azure-ai-projects-py",
-    "desc": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
-  },
-  {
-    "id": "azure-ai-projects-ts",
-    "name": "azure-ai-projects-ts",
-    "desc": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
-  },
-  {
-    "id": "azure-ai-textanalytics-py",
-    "name": "azure-ai-textanalytics-py",
-    "desc": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text."
-  },
-  {
-    "id": "azure-ai-transcription-py",
-    "name": "azure-ai-transcription-py",
-    "desc": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization."
-  },
-  {
-    "id": "azure-ai-translation-document-py",
-    "name": "azure-ai-translation-document-py",
-    "desc": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale."
-  },
-  {
-    "id": "azure-ai-translation-text-py",
-    "name": "azure-ai-translation-text-py",
-    "desc": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications."
-  },
-  {
-    "id": "azure-ai-translation-ts",
-    "name": "azure-ai-translation-ts",
-    "desc": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
-  },
-  {
-    "id": "azure-ai-vision-imageanalysis-java",
-    "name": "azure-ai-vision-imageanalysis-java",
-    "desc": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
-  },
-  {
-    "id": "azure-ai-vision-imageanalysis-py",
-    "name": "azure-ai-vision-imageanalysis-py",
-    "desc": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks."
-  },
-  {
-    "id": "azure-ai-voicelive-dotnet",
-    "name": "azure-ai-voicelive-dotnet",
-    "desc": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication."
-  },
-  {
-    "id": "azure-ai-voicelive-java",
-    "name": "azure-ai-voicelive-java",
-    "desc": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket."
-  },
-  {
-    "id": "azure-ai-voicelive-py",
-    "name": "azure-ai-voicelive-py",
-    "desc": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
-  },
-  {
-    "id": "azure-ai-voicelive-ts",
-    "name": "azure-ai-voicelive-ts",
-    "desc": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication."
-  },
-  {
-    "id": "azure-appconfiguration-java",
-    "name": "azure-appconfiguration-java",
-    "desc": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots."
-  },
-  {
-    "id": "azure-appconfiguration-py",
-    "name": "azure-appconfiguration-py",
-    "desc": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings."
-  },
-  {
-    "id": "azure-appconfiguration-ts",
-    "name": "azure-appconfiguration-ts",
-    "desc": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
-  },
-  {
-    "id": "azure-communication-callautomation-java",
-    "name": "azure-communication-callautomation-java",
-    "desc": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
-  },
-  {
-    "id": "azure-communication-callingserver-java",
-    "name": "azure-communication-callingserver-java",
-    "desc": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
-  },
-  {
-    "id": "azure-communication-chat-java",
-    "name": "azure-communication-chat-java",
-    "desc": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
-  },
-  {
-    "id": "azure-communication-common-java",
-    "name": "azure-communication-common-java",
-    "desc": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
-  },
-  {
-    "id": "azure-communication-sms-java",
-    "name": "azure-communication-sms-java",
-    "desc": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
-  },
-  {
-    "id": "azure-compute-batch-java",
-    "name": "azure-compute-batch-java",
-    "desc": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes."
-  },
-  {
-    "id": "azure-containerregistry-py",
-    "name": "azure-containerregistry-py",
-    "desc": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories."
-  },
-  {
-    "id": "azure-cosmos-db-py",
-    "name": "azure-cosmos-db-py",
-    "desc": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
-  },
-  {
-    "id": "azure-cosmos-java",
-    "name": "azure-cosmos-java",
-    "desc": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns."
-  },
-  {
-    "id": "azure-cosmos-py",
-    "name": "azure-cosmos-py",
-    "desc": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data."
-  },
-  {
-    "id": "azure-cosmos-rust",
-    "name": "azure-cosmos-rust",
-    "desc": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data."
-  },
-  {
-    "id": "azure-cosmos-ts",
-    "name": "azure-cosmos-ts",
-    "desc": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management."
-  },
-  {
-    "id": "azure-data-tables-java",
-    "name": "azure-data-tables-java",
-    "desc": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
-  },
-  {
-    "id": "azure-data-tables-py",
-    "name": "azure-data-tables-py",
-    "desc": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations."
-  },
-  {
-    "id": "azure-eventgrid-dotnet",
-    "name": "azure-eventgrid-dotnet",
-    "desc": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents."
-  },
-  {
-    "id": "azure-eventgrid-java",
-    "name": "azure-eventgrid-java",
-    "desc": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
-  },
-  {
-    "id": "azure-eventgrid-py",
-    "name": "azure-eventgrid-py",
-    "desc": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures."
-  },
-  {
-    "id": "azure-eventhub-dotnet",
-    "name": "azure-eventhub-dotnet",
-    "desc": "Azure Event Hubs SDK for .NET."
-  },
-  {
-    "id": "azure-eventhub-java",
-    "name": "azure-eventhub-java",
-    "desc": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
-  },
-  {
-    "id": "azure-eventhub-py",
-    "name": "azure-eventhub-py",
-    "desc": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing."
-  },
-  {
-    "id": "azure-eventhub-rust",
-    "name": "azure-eventhub-rust",
-    "desc": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion."
-  },
-  {
-    "id": "azure-eventhub-ts",
-    "name": "azure-eventhub-ts",
-    "desc": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
-  },
-  {
-    "id": "azure-functions",
-    "name": "azure-functions",
-    "desc": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
-  },
-  {
-    "id": "azure-identity-dotnet",
-    "name": "azure-identity-dotnet",
-    "desc": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials."
-  },
-  {
-    "id": "azure-identity-java",
-    "name": "azure-identity-java",
-    "desc": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
-  },
-  {
-    "id": "azure-identity-py",
-    "name": "azure-identity-py",
-    "desc": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching."
-  },
-  {
-    "id": "azure-identity-rust",
-    "name": "azure-identity-rust",
-    "desc": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication."
-  },
-  {
-    "id": "azure-identity-ts",
-    "name": "azure-identity-ts",
-    "desc": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
-  },
-  {
-    "id": "azure-keyvault-certificates-rust",
-    "name": "azure-keyvault-certificates-rust",
-    "desc": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates."
-  },
-  {
-    "id": "azure-keyvault-keys-rust",
-    "name": "azure-keyvault-keys-rust",
-    "desc": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\"."
-  },
-  {
-    "id": "azure-keyvault-keys-ts",
-    "name": "azure-keyvault-keys-ts",
-    "desc": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
-  },
-  {
-    "id": "azure-keyvault-py",
-    "name": "azure-keyvault-py",
-    "desc": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage."
-  },
-  {
-    "id": "azure-keyvault-secrets-rust",
-    "name": "azure-keyvault-secrets-rust",
-    "desc": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\"."
-  },
-  {
-    "id": "azure-keyvault-secrets-ts",
-    "name": "azure-keyvault-secrets-ts",
-    "desc": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
-  },
-  {
-    "id": "azure-maps-search-dotnet",
-    "name": "azure-maps-search-dotnet",
-    "desc": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data."
-  },
-  {
-    "id": "azure-messaging-webpubsub-java",
-    "name": "azure-messaging-webpubsub-java",
-    "desc": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
-  },
-  {
-    "id": "azure-messaging-webpubsubservice-py",
-    "name": "azure-messaging-webpubsubservice-py",
-    "desc": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns."
-  },
-  {
-    "id": "azure-mgmt-apicenter-dotnet",
-    "name": "azure-mgmt-apicenter-dotnet",
-    "desc": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery."
-  },
-  {
-    "id": "azure-mgmt-apicenter-py",
-    "name": "azure-mgmt-apicenter-py",
-    "desc": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization."
-  },
-  {
-    "id": "azure-mgmt-apimanagement-dotnet",
-    "name": "azure-mgmt-apimanagement-dotnet",
-    "desc": "Azure Resource Manager SDK for API Management in .NET."
-  },
-  {
-    "id": "azure-mgmt-apimanagement-py",
-    "name": "azure-mgmt-apimanagement-py",
-    "desc": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies."
-  },
-  {
-    "id": "azure-mgmt-applicationinsights-dotnet",
-    "name": "azure-mgmt-applicationinsights-dotnet",
-    "desc": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management."
-  },
-  {
-    "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "desc": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET)."
-  },
-  {
-    "id": "azure-mgmt-botservice-dotnet",
-    "name": "azure-mgmt-botservice-dotnet",
-    "desc": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings."
-  },
-  {
-    "id": "azure-mgmt-botservice-py",
-    "name": "azure-mgmt-botservice-py",
-    "desc": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources."
-  },
-  {
-    "id": "azure-mgmt-fabric-dotnet",
-    "name": "azure-mgmt-fabric-dotnet",
-    "desc": "Azure Resource Manager SDK for Fabric in .NET."
-  },
-  {
-    "id": "azure-mgmt-fabric-py",
-    "name": "azure-mgmt-fabric-py",
-    "desc": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources."
-  },
-  {
-    "id": "azure-mgmt-mongodbatlas-dotnet",
-    "name": "azure-mgmt-mongodbatlas-dotnet",
-    "desc": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
-  },
-  {
-    "id": "azure-mgmt-weightsandbiases-dotnet",
-    "name": "azure-mgmt-weightsandbiases-dotnet",
-    "desc": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability."
-  },
-  {
-    "id": "azure-microsoft-playwright-testing-ts",
-    "name": "azure-microsoft-playwright-testing-ts",
-    "desc": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
-  },
-  {
-    "id": "azure-monitor-ingestion-java",
-    "name": "azure-monitor-ingestion-java",
-    "desc": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE)."
-  },
-  {
-    "id": "azure-monitor-ingestion-py",
-    "name": "azure-monitor-ingestion-py",
-    "desc": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API."
-  },
-  {
-    "id": "azure-monitor-opentelemetry-exporter-java",
-    "name": "azure-monitor-opentelemetry-exporter-java",
-    "desc": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights."
-  },
-  {
-    "id": "azure-monitor-opentelemetry-exporter-py",
-    "name": "azure-monitor-opentelemetry-exporter-py",
-    "desc": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights."
-  },
-  {
-    "id": "azure-monitor-opentelemetry-py",
-    "name": "azure-monitor-opentelemetry-py",
-    "desc": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation."
-  },
-  {
-    "id": "azure-monitor-opentelemetry-ts",
-    "name": "azure-monitor-opentelemetry-ts",
-    "desc": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
-  },
-  {
-    "id": "azure-monitor-query-java",
-    "name": "azure-monitor-query-java",
-    "desc": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources."
-  },
-  {
-    "id": "azure-monitor-query-py",
-    "name": "azure-monitor-query-py",
-    "desc": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics."
-  },
-  {
-    "id": "azure-postgres-ts",
-    "name": "azure-postgres-ts",
-    "desc": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package."
-  },
-  {
-    "id": "azure-resource-manager-cosmosdb-dotnet",
-    "name": "azure-resource-manager-cosmosdb-dotnet",
-    "desc": "Azure Resource Manager SDK for Cosmos DB in .NET."
-  },
-  {
-    "id": "azure-resource-manager-durabletask-dotnet",
-    "name": "azure-resource-manager-durabletask-dotnet",
-    "desc": "Azure Resource Manager SDK for Durable Task Scheduler in .NET."
-  },
-  {
-    "id": "azure-resource-manager-mysql-dotnet",
-    "name": "azure-resource-manager-mysql-dotnet",
-    "desc": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments."
-  },
-  {
-    "id": "azure-resource-manager-playwright-dotnet",
-    "name": "azure-resource-manager-playwright-dotnet",
-    "desc": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET."
-  },
-  {
-    "id": "azure-resource-manager-postgresql-dotnet",
-    "name": "azure-resource-manager-postgresql-dotnet",
-    "desc": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments."
-  },
-  {
-    "id": "azure-resource-manager-redis-dotnet",
-    "name": "azure-resource-manager-redis-dotnet",
-    "desc": "Azure Resource Manager SDK for Redis in .NET."
-  },
-  {
-    "id": "azure-resource-manager-sql-dotnet",
-    "name": "azure-resource-manager-sql-dotnet",
-    "desc": "Azure Resource Manager SDK for Azure SQL in .NET."
-  },
-  {
-    "id": "azure-search-documents-dotnet",
-    "name": "azure-search-documents-dotnet",
-    "desc": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search."
-  },
-  {
-    "id": "azure-search-documents-py",
-    "name": "azure-search-documents-py",
-    "desc": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets."
-  },
-  {
-    "id": "azure-search-documents-ts",
-    "name": "azure-search-documents-ts",
-    "desc": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
-  },
-  {
-    "id": "azure-security-keyvault-keys-dotnet",
-    "name": "azure-security-keyvault-keys-dotnet",
-    "desc": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification."
-  },
-  {
-    "id": "azure-security-keyvault-keys-java",
-    "name": "azure-security-keyvault-keys-java",
-    "desc": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
-  },
-  {
-    "id": "azure-security-keyvault-secrets-java",
-    "name": "azure-security-keyvault-secrets-java",
-    "desc": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
-  },
-  {
-    "id": "azure-servicebus-dotnet",
-    "name": "azure-servicebus-dotnet",
-    "desc": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions."
-  },
-  {
-    "id": "azure-servicebus-py",
-    "name": "azure-servicebus-py",
-    "desc": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns."
-  },
-  {
-    "id": "azure-servicebus-ts",
-    "name": "azure-servicebus-ts",
-    "desc": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
-  },
-  {
-    "id": "azure-speech-to-text-rest-py",
-    "name": "azure-speech-to-text-rest-py",
-    "desc": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK."
-  },
-  {
-    "id": "azure-storage-blob-java",
-    "name": "azure-storage-blob-java",
-    "desc": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
-  },
-  {
-    "id": "azure-storage-blob-py",
-    "name": "azure-storage-blob-py",
-    "desc": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle."
-  },
-  {
-    "id": "azure-storage-blob-rust",
-    "name": "azure-storage-blob-rust",
-    "desc": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers."
-  },
-  {
-    "id": "azure-storage-blob-ts",
-    "name": "azure-storage-blob-ts",
-    "desc": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers."
-  },
-  {
-    "id": "azure-storage-file-datalake-py",
-    "name": "azure-storage-file-datalake-py",
-    "desc": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations."
-  },
-  {
-    "id": "azure-storage-file-share-py",
-    "name": "azure-storage-file-share-py",
-    "desc": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud."
-  },
-  {
-    "id": "azure-storage-file-share-ts",
-    "name": "azure-storage-file-share-ts",
-    "desc": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations."
-  },
-  {
-    "id": "azure-storage-queue-py",
-    "name": "azure-storage-queue-py",
-    "desc": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing."
-  },
-  {
-    "id": "azure-storage-queue-ts",
-    "name": "azure-storage-queue-ts",
-    "desc": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues."
-  },
-  {
-    "id": "azure-web-pubsub-ts",
-    "name": "azure-web-pubsub-ts",
-    "desc": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
-  },
-  {
-    "id": "backend-architect",
-    "name": "backend-architect",
-    "desc": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems."
-  },
-  {
-    "id": "backend-dev-guidelines",
-    "name": "backend-dev-guidelines",
-    "desc": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
-  },
-  {
-    "id": "backend-development-feature-development",
-    "name": "backend-development-feature-development",
-    "desc": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
-  },
-  {
-    "id": "backend-security-coder",
-    "name": "backend-security-coder",
-    "desc": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews."
-  },
-  {
-    "id": "backtesting-frameworks",
-    "name": "backtesting-frameworks",
-    "desc": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
-  },
-  {
-    "id": "bamboohr-automation",
-    "name": "bamboohr-automation",
-    "desc": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
-  },
-  {
-    "id": "basecamp-automation",
-    "name": "basecamp-automation",
-    "desc": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "bash-defensive-patterns",
-    "name": "bash-defensive-patterns",
-    "desc": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
-  },
-  {
-    "id": "bash-linux",
-    "name": "bash-linux",
-    "desc": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
-  },
-  {
-    "id": "bash-pro",
-    "name": "bash-pro",
-    "desc": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n"
-  },
-  {
-    "id": "bats-testing-patterns",
-    "name": "bats-testing-patterns",
-    "desc": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
-  },
-  {
-    "id": "bazel-build-optimization",
-    "name": "bazel-build-optimization",
-    "desc": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
-  },
-  {
-    "id": "beautiful-prose",
-    "name": "beautiful-prose",
-    "desc": "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
-  },
-  {
-    "id": "behavioral-modes",
-    "name": "behavioral-modes",
-    "desc": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
-  },
-  {
-    "id": "bevy-ecs-expert",
-    "name": "bevy-ecs-expert",
-    "desc": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
-  },
-  {
-    "id": "billing-automation",
-    "name": "billing-automation",
-    "desc": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
-  },
-  {
-    "id": "binary-analysis-patterns",
-    "name": "binary-analysis-patterns",
-    "desc": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
-  },
-  {
-    "id": "bitbucket-automation",
-    "name": "bitbucket-automation",
-    "desc": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "blockchain-developer",
-    "name": "blockchain-developer",
-    "desc": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations."
-  },
-  {
-    "id": "blockrun",
-    "name": "blockrun",
-    "desc": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
-  },
-  {
-    "id": "box-automation",
-    "name": "box-automation",
-    "desc": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
-  },
-  {
-    "id": "brainstorming",
-    "name": "brainstorming",
-    "desc": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
-  },
-  {
-    "id": "brand-guidelines-anthropic",
-    "name": "brand-guidelines-anthropic",
-    "desc": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
-  },
-  {
-    "id": "brand-guidelines-community",
-    "name": "brand-guidelines-community",
-    "desc": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
-  },
-  {
-    "id": "brevo-automation",
-    "name": "brevo-automation",
-    "desc": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
-  },
-  {
-    "id": "broken-authentication",
-    "name": "broken-authentication",
-    "desc": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
-  },
-  {
-    "id": "browser-automation",
-    "name": "browser-automation",
-    "desc": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
-  },
-  {
-    "id": "browser-extension-builder",
-    "name": "browser-extension-builder",
-    "desc": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
-  },
-  {
-    "id": "bullmq-specialist",
-    "name": "bullmq-specialist",
-    "desc": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
-  },
-  {
-    "id": "bun-development",
-    "name": "bun-development",
-    "desc": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
-  },
-  {
-    "id": "burp-suite-testing",
-    "name": "burp-suite-testing",
-    "desc": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
-  },
-  {
-    "id": "business-analyst",
-    "name": "business-analyst",
-    "desc": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations."
-  },
-  {
-    "id": "busybox-on-windows",
-    "name": "busybox-on-windows",
-    "desc": "How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows."
-  },
-  {
-    "id": "c-pro",
-    "name": "c-pro",
-    "desc": "Write efficient C code with proper memory management, pointer"
-  },
-  {
-    "id": "c4-architecture-c4-architecture",
-    "name": "c4-architecture-c4-architecture",
-    "desc": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
-  },
-  {
-    "id": "c4-code",
-    "name": "c4-code",
-    "desc": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure."
-  },
-  {
-    "id": "c4-component",
-    "name": "c4-component",
-    "desc": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships."
-  },
-  {
-    "id": "c4-container",
-    "name": "c4-container",
-    "desc": "Expert C4 Container-level documentation specialist."
-  },
-  {
-    "id": "c4-context",
-    "name": "c4-context",
-    "desc": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies."
-  },
-  {
-    "id": "cal-com-automation",
-    "name": "cal-com-automation",
-    "desc": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
-  },
-  {
-    "id": "calendly-automation",
-    "name": "calendly-automation",
-    "desc": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "canva-automation",
-    "name": "canva-automation",
-    "desc": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
-  },
-  {
-    "id": "canvas-design",
-    "name": "canvas-design",
-    "desc": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
-  },
-  {
-    "id": "carrier-relationship-management",
-    "name": "carrier-relationship-management",
-    "desc": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships."
-  },
-  {
-    "id": "cc-skill-backend-patterns",
-    "name": "cc-skill-backend-patterns",
-    "desc": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
-  },
-  {
-    "id": "cc-skill-clickhouse-io",
-    "name": "cc-skill-clickhouse-io",
-    "desc": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
-  },
-  {
-    "id": "cc-skill-coding-standards",
-    "name": "cc-skill-coding-standards",
-    "desc": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
-  },
-  {
-    "id": "cc-skill-continuous-learning",
-    "name": "cc-skill-continuous-learning",
-    "desc": "Development skill from everything-claude-code"
-  },
-  {
-    "id": "cc-skill-frontend-patterns",
-    "name": "cc-skill-frontend-patterns",
-    "desc": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
-  },
-  {
-    "id": "cc-skill-project-guidelines-example",
-    "name": "cc-skill-project-guidelines-example",
-    "desc": "Project Guidelines Skill (Example)"
-  },
-  {
-    "id": "cc-skill-security-review",
-    "name": "cc-skill-security-review",
-    "desc": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
-  },
-  {
-    "id": "cc-skill-strategic-compact",
-    "name": "cc-skill-strategic-compact",
-    "desc": "Development skill from everything-claude-code"
-  },
-  {
-    "id": "cdk-patterns",
-    "name": "cdk-patterns",
-    "desc": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
-  },
-  {
-    "id": "changelog-automation",
-    "name": "changelog-automation",
-    "desc": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
-  },
-  {
-    "id": "chrome-extension-developer",
-    "name": "chrome-extension-developer",
-    "desc": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
-  },
-  {
-    "id": "cicd-automation-workflow-automate",
-    "name": "cicd-automation-workflow-automate",
-    "desc": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
-  },
-  {
-    "id": "circleci-automation",
-    "name": "circleci-automation",
-    "desc": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
-  },
-  {
-    "id": "clarity-gate",
-    "name": "clarity-gate",
-    "desc": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
-  },
-  {
-    "id": "claude-ally-health",
-    "name": "claude-ally-health",
-    "desc": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
-  },
-  {
-    "id": "claude-code-guide",
-    "name": "claude-code-guide",
-    "desc": "Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\\"Thinking\\\" keywords, debugging techniques, and best practices for interacting wit..."
-  },
-  {
-    "id": "claude-d3js-skill",
-    "name": "claude-d3js-skill",
-    "desc": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
-  },
-  {
-    "id": "claude-scientific-skills",
-    "name": "claude-scientific-skills",
-    "desc": "Scientific research and analysis skills"
-  },
-  {
-    "id": "claude-speed-reader",
-    "name": "claude-speed-reader",
-    "desc": "-Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting"
-  },
-  {
-    "id": "claude-win11-speckit-update-skill",
-    "name": "claude-win11-speckit-update-skill",
-    "desc": "Windows 11 system management"
-  },
-  {
-    "id": "clean-code",
-    "name": "clean-code",
-    "desc": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
-  },
-  {
-    "id": "clerk-auth",
-    "name": "clerk-auth",
-    "desc": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
-  },
-  {
-    "id": "clickup-automation",
-    "name": "clickup-automation",
-    "desc": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "close-automation",
-    "name": "close-automation",
-    "desc": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
-  },
-  {
-    "id": "cloud-architect",
-    "name": "cloud-architect",
-    "desc": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns."
-  },
-  {
-    "id": "cloud-penetration-testing",
-    "name": "cloud-penetration-testing",
-    "desc": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
-  },
-  {
-    "id": "cloudflare-workers-expert",
-    "name": "cloudflare-workers-expert",
-    "desc": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
-  },
-  {
-    "id": "cloudformation-best-practices",
-    "name": "cloudformation-best-practices",
-    "desc": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
-  },
-  {
-    "id": "coda-automation",
-    "name": "coda-automation",
-    "desc": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
-  },
-  {
-    "id": "code-documentation-code-explain",
-    "name": "code-documentation-code-explain",
-    "desc": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
-  },
-  {
-    "id": "code-documentation-doc-generate",
-    "name": "code-documentation-doc-generate",
-    "desc": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
-  },
-  {
-    "id": "code-refactoring-context-restore",
-    "name": "code-refactoring-context-restore",
-    "desc": "Use when working with code refactoring context restore"
-  },
-  {
-    "id": "code-refactoring-refactor-clean",
-    "name": "code-refactoring-refactor-clean",
-    "desc": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..."
-  },
-  {
-    "id": "code-refactoring-tech-debt",
-    "name": "code-refactoring-tech-debt",
-    "desc": "You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
-  },
-  {
-    "id": "code-review-ai-ai-review",
-    "name": "code-review-ai-ai-review",
-    "desc": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
-  },
-  {
-    "id": "code-review-checklist",
-    "name": "code-review-checklist",
-    "desc": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
-  },
-  {
-    "id": "code-review-excellence",
-    "name": "code-review-excellence",
-    "desc": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
-  },
-  {
-    "id": "code-reviewer",
-    "name": "code-reviewer",
-    "desc": "Elite code review expert specializing in modern AI-powered code"
-  },
-  {
-    "id": "codebase-cleanup-deps-audit",
-    "name": "codebase-cleanup-deps-audit",
-    "desc": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
-  },
-  {
-    "id": "codebase-cleanup-refactor-clean",
-    "name": "codebase-cleanup-refactor-clean",
-    "desc": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..."
-  },
-  {
-    "id": "codebase-cleanup-tech-debt",
-    "name": "codebase-cleanup-tech-debt",
-    "desc": "You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
-  },
-  {
-    "id": "codex-review",
-    "name": "codex-review",
-    "desc": "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
-  },
-  {
-    "id": "commit",
-    "name": "commit",
-    "desc": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
-  },
-  {
-    "id": "competitive-landscape",
-    "name": "competitive-landscape",
-    "desc": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",..."
-  },
-  {
-    "id": "competitor-alternatives",
-    "name": "competitor-alternatives",
-    "desc": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
-  },
-  {
-    "id": "comprehensive-review-full-review",
-    "name": "comprehensive-review-full-review",
-    "desc": "Use when working with comprehensive review full review"
-  },
-  {
-    "id": "comprehensive-review-pr-enhance",
-    "name": "comprehensive-review-pr-enhance",
-    "desc": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
-  },
-  {
-    "id": "computer-use-agents",
-    "name": "computer-use-agents",
-    "desc": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
-  },
-  {
-    "id": "computer-vision-expert",
-    "name": "computer-vision-expert",
-    "desc": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
-  },
-  {
-    "id": "concise-planning",
-    "name": "concise-planning",
-    "desc": "Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist."
-  },
-  {
-    "id": "conductor-implement",
-    "name": "conductor-implement",
-    "desc": "Execute tasks from a track's implementation plan following TDD workflow"
-  },
-  {
-    "id": "conductor-manage",
-    "name": "conductor-manage",
-    "desc": "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
-  },
-  {
-    "id": "conductor-new-track",
-    "name": "conductor-new-track",
-    "desc": "Create a new track with specification and phased implementation plan"
-  },
-  {
-    "id": "conductor-revert",
-    "name": "conductor-revert",
-    "desc": "Git-aware undo by logical work unit (track, phase, or task)"
-  },
-  {
-    "id": "conductor-setup",
-    "name": "conductor-setup",
-    "desc": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n"
-  },
-  {
-    "id": "conductor-status",
-    "name": "conductor-status",
-    "desc": "Display project status, active tracks, and next actions"
-  },
-  {
-    "id": "conductor-validator",
-    "name": "conductor-validator",
-    "desc": "Validates Conductor project artifacts for completeness,\nconsistency, and correctness. Use after setup, when diagnosing issues, or\nbefore implementation to verify project context.\n"
-  },
-  {
-    "id": "confluence-automation",
-    "name": "confluence-automation",
-    "desc": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "content-marketer",
-    "name": "content-marketer",
-    "desc": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing."
-  },
-  {
-    "id": "context-compression",
-    "name": "context-compression",
-    "desc": "Design and evaluate compression strategies for long-running sessions"
-  },
-  {
-    "id": "context-degradation",
-    "name": "context-degradation",
-    "desc": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
-  },
-  {
-    "id": "context-driven-development",
-    "name": "context-driven-development",
-    "desc": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and..."
-  },
-  {
-    "id": "context-fundamentals",
-    "name": "context-fundamentals",
-    "desc": "Understand what context is, why it matters, and the anatomy of context in agent systems"
-  },
-  {
-    "id": "context-management-context-restore",
-    "name": "context-management-context-restore",
-    "desc": "Use when working with context management context restore"
-  },
-  {
-    "id": "context-management-context-save",
-    "name": "context-management-context-save",
-    "desc": "Use when working with context management context save"
-  },
-  {
-    "id": "context-manager",
-    "name": "context-manager",
-    "desc": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems."
-  },
-  {
-    "id": "context-optimization",
-    "name": "context-optimization",
-    "desc": "Apply compaction, masking, and caching strategies"
-  },
-  {
-    "id": "context-window-management",
-    "name": "context-window-management",
-    "desc": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
-  },
-  {
-    "id": "context7-auto-research",
-    "name": "context7-auto-research",
-    "desc": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
-  },
-  {
-    "id": "conversation-memory",
-    "name": "conversation-memory",
-    "desc": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
-  },
-  {
-    "id": "convertkit-automation",
-    "name": "convertkit-automation",
-    "desc": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
-  },
-  {
-    "id": "convex",
-    "name": "convex",
-    "desc": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
-  },
-  {
-    "id": "copilot-sdk",
-    "name": "copilot-sdk",
-    "desc": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
-  },
-  {
-    "id": "copy-editing",
-    "name": "copy-editing",
-    "desc": "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this ..."
-  },
-  {
-    "id": "copywriting",
-    "name": "copywriting",
-    "desc": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules."
-  },
-  {
-    "id": "core-components",
-    "name": "core-components",
-    "desc": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
-  },
-  {
-    "id": "cost-optimization",
-    "name": "cost-optimization",
-    "desc": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
-  },
-  {
-    "id": "cpp-pro",
-    "name": "cpp-pro",
-    "desc": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization."
-  },
-  {
-    "id": "cqrs-implementation",
-    "name": "cqrs-implementation",
-    "desc": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
-  },
-  {
-    "id": "create-pr",
-    "name": "create-pr",
-    "desc": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
-  },
-  {
-    "id": "crewai",
-    "name": "crewai",
-    "desc": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
-  },
-  {
-    "id": "crypto-bd-agent",
-    "name": "crypto-bd-agent",
-    "desc": "Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and..."
-  },
-  {
-    "id": "csharp-pro",
-    "name": "csharp-pro",
-    "desc": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing."
-  },
-  {
-    "id": "culture-index",
-    "name": "culture-index",
-    "desc": "Index and search culture documentation"
-  },
-  {
-    "id": "customer-support",
-    "name": "customer-support",
-    "desc": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences."
-  },
-  {
-    "id": "customs-trade-compliance",
-    "name": "customs-trade-compliance",
-    "desc": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions."
-  },
-  {
-    "id": "daily-news-report",
-    "name": "daily-news-report",
-    "desc": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
-  },
-  {
-    "id": "data-engineer",
-    "name": "data-engineer",
-    "desc": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms."
-  },
-  {
-    "id": "data-engineering-data-driven-feature",
-    "name": "data-engineering-data-driven-feature",
-    "desc": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
-  },
-  {
-    "id": "data-engineering-data-pipeline",
-    "name": "data-engineering-data-pipeline",
-    "desc": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
-  },
-  {
-    "id": "data-quality-frameworks",
-    "name": "data-quality-frameworks",
-    "desc": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
-  },
-  {
-    "id": "data-scientist",
-    "name": "data-scientist",
-    "desc": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence."
-  },
-  {
-    "id": "data-storytelling",
-    "name": "data-storytelling",
-    "desc": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
-  },
-  {
-    "id": "data-structure-protocol",
-    "name": "data-structure-protocol",
-    "desc": "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
-  },
-  {
-    "id": "database-admin",
-    "name": "database-admin",
-    "desc": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering."
-  },
-  {
-    "id": "database-architect",
-    "name": "database-architect",
-    "desc": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures."
-  },
-  {
-    "id": "database-cloud-optimization-cost-optimize",
-    "name": "database-cloud-optimization-cost-optimize",
-    "desc": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
-  },
-  {
-    "id": "database-design",
-    "name": "database-design",
-    "desc": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
-  },
-  {
-    "id": "database-migration",
-    "name": "database-migration",
-    "desc": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
-  },
-  {
-    "id": "database-migrations-migration-observability",
-    "name": "database-migrations-migration-observability",
-    "desc": "Migration monitoring, CDC, and observability infrastructure"
-  },
-  {
-    "id": "database-migrations-sql-migrations",
-    "name": "database-migrations-sql-migrations",
-    "desc": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
-  },
-  {
-    "id": "database-optimizer",
-    "name": "database-optimizer",
-    "desc": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures."
-  },
-  {
-    "id": "datadog-automation",
-    "name": "datadog-automation",
-    "desc": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
-  },
-  {
-    "id": "dbos-golang",
-    "name": "dbos-golang",
-    "desc": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
-  },
-  {
-    "id": "dbos-python",
-    "name": "dbos-python",
-    "desc": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
-  },
-  {
-    "id": "dbos-typescript",
-    "name": "dbos-typescript",
-    "desc": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
-  },
-  {
-    "id": "dbt-transformation-patterns",
-    "name": "dbt-transformation-patterns",
-    "desc": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
-  },
-  {
-    "id": "ddd-context-mapping",
-    "name": "ddd-context-mapping",
-    "desc": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
-  },
-  {
-    "id": "ddd-strategic-design",
-    "name": "ddd-strategic-design",
-    "desc": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
-  },
-  {
-    "id": "ddd-tactical-patterns",
-    "name": "ddd-tactical-patterns",
-    "desc": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
-  },
-  {
-    "id": "debugger",
-    "name": "debugger",
-    "desc": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n"
-  },
-  {
-    "id": "debugging-strategies",
-    "name": "debugging-strategies",
-    "desc": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
-  },
-  {
-    "id": "debugging-toolkit-smart-debug",
-    "name": "debugging-toolkit-smart-debug",
-    "desc": "Use when working with debugging toolkit smart debug"
-  },
-  {
-    "id": "deep-research",
-    "name": "deep-research",
-    "desc": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
-  },
-  {
-    "id": "defi-protocol-templates",
-    "name": "defi-protocol-templates",
-    "desc": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
-  },
-  {
-    "id": "dependency-management-deps-audit",
-    "name": "dependency-management-deps-audit",
-    "desc": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
-  },
-  {
-    "id": "dependency-upgrade",
-    "name": "dependency-upgrade",
-    "desc": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
-  },
-  {
-    "id": "deployment-engineer",
-    "name": "deployment-engineer",
-    "desc": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation."
-  },
-  {
-    "id": "deployment-pipeline-design",
-    "name": "deployment-pipeline-design",
-    "desc": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
-  },
-  {
-    "id": "deployment-procedures",
-    "name": "deployment-procedures",
-    "desc": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
-  },
-  {
-    "id": "deployment-validation-config-validate",
-    "name": "deployment-validation-config-validate",
-    "desc": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
-  },
-  {
-    "id": "design-md",
-    "name": "design-md",
-    "desc": "Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files"
-  },
-  {
-    "id": "design-orchestration",
-    "name": "design-orchestration",
-    "desc": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order."
-  },
-  {
-    "id": "devops-troubleshooter",
-    "name": "devops-troubleshooter",
-    "desc": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability."
-  },
-  {
-    "id": "discord-automation",
-    "name": "discord-automation",
-    "desc": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
-  },
-  {
-    "id": "discord-bot-architect",
-    "name": "discord-bot-architect",
-    "desc": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
-  },
-  {
-    "id": "dispatching-parallel-agents",
-    "name": "dispatching-parallel-agents",
-    "desc": "Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies"
-  },
-  {
-    "id": "distributed-debugging-debug-trace",
-    "name": "distributed-debugging-debug-trace",
-    "desc": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
-  },
-  {
-    "id": "distributed-tracing",
-    "name": "distributed-tracing",
-    "desc": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
-  },
-  {
-    "id": "django-pro",
-    "name": "django-pro",
-    "desc": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment."
-  },
-  {
-    "id": "doc-coauthoring",
-    "name": "doc-coauthoring",
-    "desc": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
-  },
-  {
-    "id": "docs-architect",
-    "name": "docs-architect",
-    "desc": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks."
-  },
-  {
-    "id": "documentation-generation-doc-generate",
-    "name": "documentation-generation-doc-generate",
-    "desc": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
-  },
-  {
-    "id": "documentation-templates",
-    "name": "documentation-templates",
-    "desc": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
-  },
-  {
-    "id": "docusign-automation",
-    "name": "docusign-automation",
-    "desc": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
-  },
-  {
-    "id": "docx-official",
-    "name": "docx-official",
-    "desc": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
-  },
-  {
-    "id": "domain-driven-design",
-    "name": "domain-driven-design",
-    "desc": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
-  },
-  {
-    "id": "dotnet-architect",
-    "name": "dotnet-architect",
-    "desc": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns."
-  },
-  {
-    "id": "dotnet-backend",
-    "name": "dotnet-backend",
-    "desc": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
-  },
-  {
-    "id": "dotnet-backend-patterns",
-    "name": "dotnet-backend-patterns",
-    "desc": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
-  },
-  {
-    "id": "dropbox-automation",
-    "name": "dropbox-automation",
-    "desc": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "dx-optimizer",
-    "name": "dx-optimizer",
-    "desc": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed."
-  },
-  {
-    "id": "e2e-testing-patterns",
-    "name": "e2e-testing-patterns",
-    "desc": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
-  },
-  {
-    "id": "elixir-pro",
-    "name": "elixir-pro",
-    "desc": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems."
-  },
-  {
-    "id": "email-sequence",
-    "name": "email-sequence",
-    "desc": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
-  },
-  {
-    "id": "email-systems",
-    "name": "email-systems",
-    "desc": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov..."
-  },
-  {
-    "id": "embedding-strategies",
-    "name": "embedding-strategies",
-    "desc": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
-  },
-  {
-    "id": "employment-contract-templates",
-    "name": "employment-contract-templates",
-    "desc": "Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment docume..."
-  },
-  {
-    "id": "energy-procurement",
-    "name": "energy-procurement",
-    "desc": "Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy cost management."
-  },
-  {
-    "id": "environment-setup-guide",
-    "name": "environment-setup-guide",
-    "desc": "Guide developers through setting up development environments with proper tools, dependencies, and configurations"
-  },
-  {
-    "id": "error-debugging-error-analysis",
-    "name": "error-debugging-error-analysis",
-    "desc": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
-  },
-  {
-    "id": "error-debugging-error-trace",
-    "name": "error-debugging-error-trace",
-    "desc": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
-  },
-  {
-    "id": "error-debugging-multi-agent-review",
-    "name": "error-debugging-multi-agent-review",
-    "desc": "Use when working with error debugging multi agent review"
-  },
-  {
-    "id": "error-detective",
-    "name": "error-detective",
-    "desc": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes."
-  },
-  {
-    "id": "error-diagnostics-error-analysis",
-    "name": "error-diagnostics-error-analysis",
-    "desc": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
-  },
-  {
-    "id": "error-diagnostics-error-trace",
-    "name": "error-diagnostics-error-trace",
-    "desc": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
-  },
-  {
-    "id": "error-diagnostics-smart-debug",
-    "name": "error-diagnostics-smart-debug",
-    "desc": "Use when working with error diagnostics smart debug"
-  },
-  {
-    "id": "error-handling-patterns",
-    "name": "error-handling-patterns",
-    "desc": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
-  },
-  {
-    "id": "ethical-hacking-methodology",
-    "name": "ethical-hacking-methodology",
-    "desc": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
-  },
-  {
-    "id": "evaluation",
-    "name": "evaluation",
-    "desc": "Build evaluation frameworks for agent systems"
-  },
-  {
-    "id": "event-sourcing-architect",
-    "name": "event-sourcing-architect",
-    "desc": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
-  },
-  {
-    "id": "event-store-design",
-    "name": "event-store-design",
-    "desc": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
-  },
-  {
-    "id": "exa-search",
-    "name": "exa-search",
-    "desc": "Semantic search, similar content discovery, and structured research using Exa API"
-  },
-  {
-    "id": "executing-plans",
-    "name": "executing-plans",
-    "desc": "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
-  },
-  {
-    "id": "expo-deployment",
-    "name": "expo-deployment",
-    "desc": "Deploy Expo apps to production"
-  },
-  {
-    "id": "fal-audio",
-    "name": "fal-audio",
-    "desc": "Text-to-speech and speech-to-text using fal.ai audio models"
-  },
-  {
-    "id": "fal-generate",
-    "name": "fal-generate",
-    "desc": "Generate images and videos using fal.ai AI models"
-  },
-  {
-    "id": "fal-image-edit",
-    "name": "fal-image-edit",
-    "desc": "AI-powered image editing with style transfer and object removal"
-  },
-  {
-    "id": "fal-platform",
-    "name": "fal-platform",
-    "desc": "Platform APIs for model management, pricing, and usage tracking"
-  },
-  {
-    "id": "fal-upscale",
-    "name": "fal-upscale",
-    "desc": "Upscale and enhance image and video resolution using AI"
-  },
-  {
-    "id": "fal-workflow",
-    "name": "fal-workflow",
-    "desc": "Generate workflow JSON files for chaining AI models"
-  },
-  {
-    "id": "fastapi-pro",
-    "name": "fastapi-pro",
-    "desc": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns."
-  },
-  {
-    "id": "fastapi-router-py",
-    "name": "fastapi-router-py",
-    "desc": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
-  },
-  {
-    "id": "fastapi-templates",
-    "name": "fastapi-templates",
-    "desc": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
-  },
-  {
-    "id": "ffuf-claude-skill",
-    "name": "ffuf-claude-skill",
-    "desc": "Web fuzzing with ffuf"
-  },
-  {
-    "id": "figma-automation",
-    "name": "figma-automation",
-    "desc": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
-  },
-  {
-    "id": "file-organizer",
-    "name": "file-organizer",
-    "desc": "Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downlo..."
-  },
-  {
-    "id": "file-path-traversal",
-    "name": "file-path-traversal",
-    "desc": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
-  },
-  {
-    "id": "file-uploads",
-    "name": "file-uploads",
-    "desc": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
-  },
-  {
-    "id": "find-bugs",
-    "name": "find-bugs",
-    "desc": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
-  },
-  {
-    "id": "finishing-a-development-branch",
-    "name": "finishing-a-development-branch",
-    "desc": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
-  },
-  {
-    "id": "firebase",
-    "name": "firebase",
-    "desc": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
-  },
-  {
-    "id": "firecrawl-scraper",
-    "name": "firecrawl-scraper",
-    "desc": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
-  },
-  {
-    "id": "firmware-analyst",
-    "name": "firmware-analyst",
-    "desc": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering."
-  },
-  {
-    "id": "fix-review",
-    "name": "fix-review",
-    "desc": "Verify fix commits address audit findings without new bugs"
-  },
-  {
-    "id": "flutter-expert",
-    "name": "flutter-expert",
-    "desc": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment."
-  },
-  {
-    "id": "form-cro",
-    "name": "form-cro",
-    "desc": "Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms."
-  },
-  {
-    "id": "fp-ts-errors",
-    "name": "fp-ts-errors",
-    "desc": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
-  },
-  {
-    "id": "fp-ts-pragmatic",
-    "name": "fp-ts-pragmatic",
-    "desc": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
-  },
-  {
-    "id": "fp-ts-react",
-    "name": "fp-ts-react",
-    "desc": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
-  },
-  {
-    "id": "framework-migration-code-migrate",
-    "name": "framework-migration-code-migrate",
-    "desc": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
-  },
-  {
-    "id": "framework-migration-deps-upgrade",
-    "name": "framework-migration-deps-upgrade",
-    "desc": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
-  },
-  {
-    "id": "framework-migration-legacy-modernize",
-    "name": "framework-migration-legacy-modernize",
-    "desc": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
-  },
-  {
-    "id": "free-tool-strategy",
-    "name": "free-tool-strategy",
-    "desc": "When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
-  },
-  {
-    "id": "freshdesk-automation",
-    "name": "freshdesk-automation",
-    "desc": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "freshservice-automation",
-    "name": "freshservice-automation",
-    "desc": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
-  },
-  {
-    "id": "frontend-design",
-    "name": "frontend-design",
-    "desc": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
-  },
-  {
-    "id": "frontend-dev-guidelines",
-    "name": "frontend-dev-guidelines",
-    "desc": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
-  },
-  {
-    "id": "frontend-developer",
-    "name": "frontend-developer",
-    "desc": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture."
-  },
-  {
-    "id": "frontend-mobile-development-component-scaffold",
-    "name": "frontend-mobile-development-component-scaffold",
-    "desc": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
-  },
-  {
-    "id": "frontend-mobile-security-xss-scan",
-    "name": "frontend-mobile-security-xss-scan",
-    "desc": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
-  },
-  {
-    "id": "frontend-security-coder",
-    "name": "frontend-security-coder",
-    "desc": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns."
-  },
-  {
-    "id": "frontend-slides",
-    "name": "frontend-slides",
-    "desc": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
-  },
-  {
-    "id": "frontend-ui-dark-ts",
-    "name": "frontend-ui-dark-ts",
-    "desc": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
-  },
-  {
-    "id": "full-stack-orchestration-full-stack-feature",
-    "name": "full-stack-orchestration-full-stack-feature",
-    "desc": "Use when working with full stack orchestration full stack feature"
-  },
-  {
-    "id": "game-development",
-    "name": "game-development",
-    "desc": "Game development orchestrator. Routes to platform-specific skills based on project needs."
-  },
-  {
-    "id": "gcp-cloud-run",
-    "name": "gcp-cloud-run",
-    "desc": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
-  },
-  {
-    "id": "gdpr-data-handling",
-    "name": "gdpr-data-handling",
-    "desc": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
-  },
-  {
-    "id": "gemini-api-dev",
-    "name": "gemini-api-dev",
-    "desc": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
-  },
-  {
-    "id": "gemini-api-integration",
-    "name": "gemini-api-integration",
-    "desc": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices."
-  },
-  {
-    "id": "geo-fundamentals",
-    "name": "geo-fundamentals",
-    "desc": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
-  },
-  {
-    "id": "git-advanced-workflows",
-    "name": "git-advanced-workflows",
-    "desc": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
-  },
-  {
-    "id": "git-pr-workflows-git-workflow",
-    "name": "git-pr-workflows-git-workflow",
-    "desc": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
-  },
-  {
-    "id": "git-pr-workflows-onboard",
-    "name": "git-pr-workflows-onboard",
-    "desc": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
-  },
-  {
-    "id": "git-pr-workflows-pr-enhance",
-    "name": "git-pr-workflows-pr-enhance",
-    "desc": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
-  },
-  {
-    "id": "git-pushing",
-    "name": "git-pushing",
-    "desc": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
-  },
-  {
-    "id": "github-actions-templates",
-    "name": "github-actions-templates",
-    "desc": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
-  },
-  {
-    "id": "github-automation",
-    "name": "github-automation",
-    "desc": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
-  },
-  {
-    "id": "github-issue-creator",
-    "name": "github-issue-creator",
-    "desc": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
-  },
-  {
-    "id": "github-workflow-automation",
-    "name": "github-workflow-automation",
-    "desc": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
-  },
-  {
-    "id": "gitlab-automation",
-    "name": "gitlab-automation",
-    "desc": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "gitlab-ci-patterns",
-    "name": "gitlab-ci-patterns",
-    "desc": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
-  },
-  {
-    "id": "gitops-workflow",
-    "name": "gitops-workflow",
-    "desc": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
-  },
-  {
-    "id": "gmail-automation",
-    "name": "gmail-automation",
-    "desc": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
-  },
-  {
-    "id": "go-concurrency-patterns",
-    "name": "go-concurrency-patterns",
-    "desc": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
-  },
-  {
-    "id": "go-playwright",
-    "name": "go-playwright",
-    "desc": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
-  },
-  {
-    "id": "go-rod-master",
-    "name": "go-rod-master",
-    "desc": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
-  },
-  {
-    "id": "godot-4-migration",
-    "name": "godot-4-migration",
-    "desc": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
-  },
-  {
-    "id": "godot-gdscript-patterns",
-    "name": "godot-gdscript-patterns",
-    "desc": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
-  },
-  {
-    "id": "golang-pro",
-    "name": "golang-pro",
-    "desc": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices."
-  },
-  {
-    "id": "google-analytics-automation",
-    "name": "google-analytics-automation",
-    "desc": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
-  },
-  {
-    "id": "google-calendar-automation",
-    "name": "google-calendar-automation",
-    "desc": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
-  },
-  {
-    "id": "google-drive-automation",
-    "name": "google-drive-automation",
-    "desc": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
-  },
-  {
-    "id": "googlesheets-automation",
-    "name": "googlesheets-automation",
-    "desc": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
-  },
-  {
-    "id": "grafana-dashboards",
-    "name": "grafana-dashboards",
-    "desc": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
-  },
-  {
-    "id": "graphql",
-    "name": "graphql",
-    "desc": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
-  },
-  {
-    "id": "graphql-architect",
-    "name": "graphql-architect",
-    "desc": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems."
-  },
-  {
-    "id": "grpc-golang",
-    "name": "grpc-golang",
-    "desc": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
-  },
-  {
-    "id": "haskell-pro",
-    "name": "haskell-pro",
-    "desc": "Expert Haskell engineer specializing in advanced type systems, pure"
-  },
-  {
-    "id": "helm-chart-scaffolding",
-    "name": "helm-chart-scaffolding",
-    "desc": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
-  },
-  {
-    "id": "helpdesk-automation",
-    "name": "helpdesk-automation",
-    "desc": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
-  },
-  {
-    "id": "hierarchical-agent-memory",
-    "name": "hierarchical-agent-memory",
-    "desc": "Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context."
-  },
-  {
-    "id": "hig-components-content",
-    "name": "hig-components-content",
-    "desc": "Apple Human Interface Guidelines for content display components."
-  },
-  {
-    "id": "hig-components-controls",
-    "name": "hig-components-controls",
-    "desc": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual..."
-  },
-  {
-    "id": "hig-components-dialogs",
-    "name": "hig-components-dialogs",
-    "desc": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views."
-  },
-  {
-    "id": "hig-components-layout",
-    "name": "hig-components-layout",
-    "desc": "Apple Human Interface Guidelines for layout and navigation components."
-  },
-  {
-    "id": "hig-components-menus",
-    "name": "hig-components-menus",
-    "desc": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure..."
-  },
-  {
-    "id": "hig-components-search",
-    "name": "hig-components-search",
-    "desc": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls."
-  },
-  {
-    "id": "hig-components-status",
-    "name": "hig-components-status",
-    "desc": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings."
-  },
-  {
-    "id": "hig-components-system",
-    "name": "hig-components-system",
-    "desc": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts."
-  },
-  {
-    "id": "hig-foundations",
-    "name": "hig-foundations",
-    "desc": "Apple Human Interface Guidelines design foundations."
-  },
-  {
-    "id": "hig-inputs",
-    "name": "hig-inputs",
-    "desc": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial..."
-  },
-  {
-    "id": "hig-patterns",
-    "name": "hig-patterns",
-    "desc": "Apple Human Interface Guidelines interaction and UX patterns."
-  },
-  {
-    "id": "hig-platforms",
-    "name": "hig-platforms",
-    "desc": "Apple Human Interface Guidelines for platform-specific design."
-  },
-  {
-    "id": "hig-project-context",
-    "name": "hig-project-context",
-    "desc": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance."
-  },
-  {
-    "id": "hig-technologies",
-    "name": "hig-technologies",
-    "desc": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,..."
-  },
-  {
-    "id": "hosted-agents-v2-py",
-    "name": "hosted-agents-v2-py",
-    "desc": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
-  },
-  {
-    "id": "hr-pro",
-    "name": "hr-pro",
-    "desc": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations."
-  },
-  {
-    "id": "html-injection-testing",
-    "name": "html-injection-testing",
-    "desc": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
-  },
-  {
-    "id": "hubspot-automation",
-    "name": "hubspot-automation",
-    "desc": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
-  },
-  {
-    "id": "hubspot-integration",
-    "name": "hubspot-integration",
-    "desc": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
-  },
-  {
-    "id": "hugging-face-cli",
-    "name": "hugging-face-cli",
-    "desc": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
-  },
-  {
-    "id": "hugging-face-jobs",
-    "name": "hugging-face-jobs",
-    "desc": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
-  },
-  {
-    "id": "hybrid-cloud-architect",
-    "name": "hybrid-cloud-architect",
-    "desc": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware)."
-  },
-  {
-    "id": "hybrid-cloud-networking",
-    "name": "hybrid-cloud-networking",
-    "desc": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
-  },
-  {
-    "id": "hybrid-search-implementation",
-    "name": "hybrid-search-implementation",
-    "desc": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
-  },
-  {
-    "id": "i18n-localization",
-    "name": "i18n-localization",
-    "desc": "Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support."
-  },
-  {
-    "id": "idor-testing",
-    "name": "idor-testing",
-    "desc": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
-  },
-  {
-    "id": "imagen",
-    "name": "imagen",
-    "desc": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
-  },
-  {
-    "id": "incident-responder",
-    "name": "incident-responder",
-    "desc": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management."
-  },
-  {
-    "id": "incident-response-incident-response",
-    "name": "incident-response-incident-response",
-    "desc": "Use when working with incident response incident response"
-  },
-  {
-    "id": "incident-response-smart-fix",
-    "name": "incident-response-smart-fix",
-    "desc": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
-  },
-  {
-    "id": "incident-runbook-templates",
-    "name": "incident-runbook-templates",
-    "desc": "Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident resp..."
-  },
-  {
-    "id": "infinite-gratitude",
-    "name": "infinite-gratitude",
-    "desc": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
-  },
-  {
-    "id": "inngest",
-    "name": "inngest",
-    "desc": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
-  },
-  {
-    "id": "instagram-automation",
-    "name": "instagram-automation",
-    "desc": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
-  },
-  {
-    "id": "interactive-portfolio",
-    "name": "interactive-portfolio",
-    "desc": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
-  },
-  {
-    "id": "intercom-automation",
-    "name": "intercom-automation",
-    "desc": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
-  },
-  {
-    "id": "internal-comms-anthropic",
-    "name": "internal-comms-anthropic",
-    "desc": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
-  },
-  {
-    "id": "internal-comms-community",
-    "name": "internal-comms-community",
-    "desc": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
-  },
-  {
-    "id": "inventory-demand-planning",
-    "name": "inventory-demand-planning",
-    "desc": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers."
-  },
-  {
-    "id": "ios-developer",
-    "name": "ios-developer",
-    "desc": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization."
-  },
-  {
-    "id": "istio-traffic-management",
-    "name": "istio-traffic-management",
-    "desc": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
-  },
-  {
-    "id": "iterate-pr",
-    "name": "iterate-pr",
-    "desc": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
-  },
-  {
-    "id": "java-pro",
-    "name": "java-pro",
-    "desc": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns."
-  },
-  {
-    "id": "javascript-mastery",
-    "name": "javascript-mastery",
-    "desc": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
-  },
-  {
-    "id": "javascript-pro",
-    "name": "javascript-pro",
-    "desc": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility."
-  },
-  {
-    "id": "javascript-testing-patterns",
-    "name": "javascript-testing-patterns",
-    "desc": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
-  },
-  {
-    "id": "javascript-typescript-typescript-scaffold",
-    "name": "javascript-typescript-typescript-scaffold",
-    "desc": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
-  },
-  {
-    "id": "jira-automation",
-    "name": "jira-automation",
-    "desc": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
-  },
-  {
-    "id": "julia-pro",
-    "name": "julia-pro",
-    "desc": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices."
-  },
-  {
-    "id": "k8s-manifest-generator",
-    "name": "k8s-manifest-generator",
-    "desc": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
-  },
-  {
-    "id": "k8s-security-policies",
-    "name": "k8s-security-policies",
-    "desc": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
-  },
-  {
-    "id": "kaizen",
-    "name": "kaizen",
-    "desc": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
-  },
-  {
-    "id": "klaviyo-automation",
-    "name": "klaviyo-automation",
-    "desc": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
-  },
-  {
-    "id": "kotlin-coroutines-expert",
-    "name": "kotlin-coroutines-expert",
-    "desc": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
-  },
-  {
-    "id": "kpi-dashboard-design",
-    "name": "kpi-dashboard-design",
-    "desc": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
-  },
-  {
-    "id": "kubernetes-architect",
-    "name": "kubernetes-architect",
-    "desc": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration."
-  },
-  {
-    "id": "langchain-architecture",
-    "name": "langchain-architecture",
-    "desc": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
-  },
-  {
-    "id": "langfuse",
-    "name": "langfuse",
-    "desc": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
-  },
-  {
-    "id": "langgraph",
-    "name": "langgraph",
-    "desc": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
-  },
-  {
-    "id": "laravel-expert",
-    "name": "laravel-expert",
-    "desc": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
-  },
-  {
-    "id": "laravel-security-audit",
-    "name": "laravel-security-audit",
-    "desc": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
-  },
-  {
-    "id": "last30days",
-    "name": "last30days",
-    "desc": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
-  },
-  {
-    "id": "launch-strategy",
-    "name": "launch-strategy",
-    "desc": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,'..."
-  },
-  {
-    "id": "legacy-modernizer",
-    "name": "legacy-modernizer",
-    "desc": "Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility."
-  },
-  {
-    "id": "legal-advisor",
-    "name": "legal-advisor",
-    "desc": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements."
-  },
-  {
-    "id": "lightning-architecture-review",
-    "name": "lightning-architecture-review",
-    "desc": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support."
-  },
-  {
-    "id": "lightning-channel-factories",
-    "name": "lightning-channel-factories",
-    "desc": "Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, and watchtower breach detection."
-  },
-  {
-    "id": "lightning-factory-explainer",
-    "name": "lightning-factory-explainer",
-    "desc": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required."
-  },
-  {
-    "id": "linear-automation",
-    "name": "linear-automation",
-    "desc": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
-  },
-  {
-    "id": "linear-claude-skill",
-    "name": "linear-claude-skill",
-    "desc": "Manage Linear issues, projects, and teams"
-  },
-  {
-    "id": "linkedin-automation",
-    "name": "linkedin-automation",
-    "desc": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
-  },
-  {
-    "id": "linkedin-cli",
-    "name": "linkedin-cli",
-    "desc": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
-  },
-  {
-    "id": "linkerd-patterns",
-    "name": "linkerd-patterns",
-    "desc": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
-  },
-  {
-    "id": "lint-and-validate",
-    "name": "lint-and-validate",
-    "desc": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
-  },
-  {
-    "id": "linux-privilege-escalation",
-    "name": "linux-privilege-escalation",
-    "desc": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
-  },
-  {
-    "id": "linux-shell-scripting",
-    "name": "linux-shell-scripting",
-    "desc": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
-  },
-  {
-    "id": "llm-app-patterns",
-    "name": "llm-app-patterns",
-    "desc": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
-  },
-  {
-    "id": "llm-application-dev-ai-assistant",
-    "name": "llm-application-dev-ai-assistant",
-    "desc": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
-  },
-  {
-    "id": "llm-application-dev-langchain-agent",
-    "name": "llm-application-dev-langchain-agent",
-    "desc": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
-  },
-  {
-    "id": "llm-application-dev-prompt-optimize",
-    "name": "llm-application-dev-prompt-optimize",
-    "desc": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
-  },
-  {
-    "id": "llm-evaluation",
-    "name": "llm-evaluation",
-    "desc": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
-  },
-  {
-    "id": "llm-prompt-optimizer",
-    "name": "llm-prompt-optimizer",
-    "desc": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage."
-  },
-  {
-    "id": "local-legal-seo-audit",
-    "name": "local-legal-seo-audit",
-    "desc": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
-  },
-  {
-    "id": "logistics-exception-management",
-    "name": "logistics-exception-management",
-    "desc": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience."
-  },
-  {
-    "id": "loki-mode",
-    "name": "loki-mode",
-    "desc": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
-  },
-  {
-    "id": "m365-agents-dotnet",
-    "name": "m365-agents-dotnet",
-    "desc": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth."
-  },
-  {
-    "id": "m365-agents-py",
-    "name": "m365-agents-py",
-    "desc": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth."
-  },
-  {
-    "id": "m365-agents-ts",
-    "name": "m365-agents-ts",
-    "desc": "Microsoft 365 Agents SDK for TypeScript/Node.js."
-  },
-  {
-    "id": "machine-learning-ops-ml-pipeline",
-    "name": "machine-learning-ops-ml-pipeline",
-    "desc": "Design and implement a complete ML pipeline for: $ARGUMENTS"
-  },
-  {
-    "id": "mailchimp-automation",
-    "name": "mailchimp-automation",
-    "desc": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "make-automation",
-    "name": "make-automation",
-    "desc": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
-  },
-  {
-    "id": "makepad-skills",
-    "name": "makepad-skills",
-    "desc": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
-  },
-  {
-    "id": "malware-analyst",
-    "name": "malware-analyst",
-    "desc": "Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification."
-  },
-  {
-    "id": "manifest",
-    "name": "manifest",
-    "desc": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
-  },
-  {
-    "id": "market-sizing-analysis",
-    "name": "market-sizing-analysis",
-    "desc": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or..."
-  },
-  {
-    "id": "marketing-ideas",
-    "name": "marketing-ideas",
-    "desc": "Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system."
-  },
-  {
-    "id": "marketing-psychology",
-    "name": "marketing-psychology",
-    "desc": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
-  },
-  {
-    "id": "mcp-builder",
-    "name": "mcp-builder",
-    "desc": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
-  },
-  {
-    "id": "mcp-builder-ms",
-    "name": "mcp-builder-ms",
-    "desc": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
-  },
-  {
-    "id": "memory-forensics",
-    "name": "memory-forensics",
-    "desc": "Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating inciden..."
-  },
-  {
-    "id": "memory-safety-patterns",
-    "name": "memory-safety-patterns",
-    "desc": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
-  },
-  {
-    "id": "memory-systems",
-    "name": "memory-systems",
-    "desc": "Design short-term, long-term, and graph-based memory architectures"
-  },
-  {
-    "id": "mermaid-expert",
-    "name": "mermaid-expert",
-    "desc": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling."
-  },
-  {
-    "id": "metasploit-framework",
-    "name": "metasploit-framework",
-    "desc": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
-  },
-  {
-    "id": "micro-saas-launcher",
-    "name": "micro-saas-launcher",
-    "desc": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
-  },
-  {
-    "id": "microservices-patterns",
-    "name": "microservices-patterns",
-    "desc": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
-  },
-  {
-    "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "desc": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions."
-  },
-  {
-    "id": "microsoft-teams-automation",
-    "name": "microsoft-teams-automation",
-    "desc": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
-  },
-  {
-    "id": "minecraft-bukkit-pro",
-    "name": "minecraft-bukkit-pro",
-    "desc": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs."
-  },
-  {
-    "id": "miro-automation",
-    "name": "miro-automation",
-    "desc": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
-  },
-  {
-    "id": "mixpanel-automation",
-    "name": "mixpanel-automation",
-    "desc": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
-  },
-  {
-    "id": "ml-engineer",
-    "name": "ml-engineer",
-    "desc": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring."
-  },
-  {
-    "id": "ml-pipeline-workflow",
-    "name": "ml-pipeline-workflow",
-    "desc": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
-  },
-  {
-    "id": "mlops-engineer",
-    "name": "mlops-engineer",
-    "desc": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools."
-  },
-  {
-    "id": "mobile-design",
-    "name": "mobile-design",
-    "desc": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
-  },
-  {
-    "id": "mobile-developer",
-    "name": "mobile-developer",
-    "desc": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization."
-  },
-  {
-    "id": "mobile-security-coder",
-    "name": "mobile-security-coder",
-    "desc": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns."
-  },
-  {
-    "id": "modern-javascript-patterns",
-    "name": "modern-javascript-patterns",
-    "desc": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
-  },
-  {
-    "id": "monday-automation",
-    "name": "monday-automation",
-    "desc": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "monorepo-architect",
-    "name": "monorepo-architect",
-    "desc": "Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup,"
-  },
-  {
-    "id": "monorepo-management",
-    "name": "monorepo-management",
-    "desc": "Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monor..."
-  },
-  {
-    "id": "moodle-external-api-development",
-    "name": "moodle-external-api-development",
-    "desc": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
-  },
-  {
-    "id": "mtls-configuration",
-    "name": "mtls-configuration",
-    "desc": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
-  },
-  {
-    "id": "multi-agent-brainstorming",
-    "name": "multi-agent-brainstorming",
-    "desc": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
-  },
-  {
-    "id": "multi-agent-patterns",
-    "name": "multi-agent-patterns",
-    "desc": "Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures"
-  },
-  {
-    "id": "multi-cloud-architecture",
-    "name": "multi-cloud-architecture",
-    "desc": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
-  },
-  {
-    "id": "multi-platform-apps-multi-platform",
-    "name": "multi-platform-apps-multi-platform",
-    "desc": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
-  },
-  {
-    "id": "n8n-code-python",
-    "name": "n8n-code-python",
-    "desc": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
-  },
-  {
-    "id": "n8n-mcp-tools-expert",
-    "name": "n8n-mcp-tools-expert",
-    "desc": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
-  },
-  {
-    "id": "n8n-node-configuration",
-    "name": "n8n-node-configuration",
-    "desc": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
-  },
-  {
-    "id": "nanobanana-ppt-skills",
-    "name": "nanobanana-ppt-skills",
-    "desc": "AI-powered PPT generation with document analysis and styled images"
-  },
-  {
-    "id": "neon-postgres",
-    "name": "neon-postgres",
-    "desc": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
-  },
-  {
-    "id": "nerdzao-elite",
-    "name": "nerdzao-elite",
-    "desc": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
-  },
-  {
-    "id": "nerdzao-elite-gemini-high",
-    "name": "nerdzao-elite-gemini-high",
-    "desc": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
-  },
-  {
-    "id": "network-101",
-    "name": "network-101",
-    "desc": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
-  },
-  {
-    "id": "network-engineer",
-    "name": "network-engineer",
-    "desc": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization."
-  },
-  {
-    "id": "nextjs-app-router-patterns",
-    "name": "nextjs-app-router-patterns",
-    "desc": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
-  },
-  {
-    "id": "nextjs-best-practices",
-    "name": "nextjs-best-practices",
-    "desc": "Next.js App Router principles. Server Components, data fetching, routing patterns."
-  },
-  {
-    "id": "nextjs-supabase-auth",
-    "name": "nextjs-supabase-auth",
-    "desc": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
-  },
-  {
-    "id": "nft-standards",
-    "name": "nft-standards",
-    "desc": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
-  },
-  {
-    "id": "nodejs-backend-patterns",
-    "name": "nodejs-backend-patterns",
-    "desc": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
-  },
-  {
-    "id": "nodejs-best-practices",
-    "name": "nodejs-best-practices",
-    "desc": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
-  },
-  {
-    "id": "nosql-expert",
-    "name": "nosql-expert",
-    "desc": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
-  },
-  {
-    "id": "notebooklm",
-    "name": "notebooklm",
-    "desc": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
-  },
-  {
-    "id": "notion-automation",
-    "name": "notion-automation",
-    "desc": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
-  },
-  {
-    "id": "notion-template-business",
-    "name": "notion-template-business",
-    "desc": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
-  },
-  {
-    "id": "nx-workspace-patterns",
-    "name": "nx-workspace-patterns",
-    "desc": "Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands."
-  },
-  {
-    "id": "observability-engineer",
-    "name": "observability-engineer",
-    "desc": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows."
-  },
-  {
-    "id": "observability-monitoring-monitor-setup",
-    "name": "observability-monitoring-monitor-setup",
-    "desc": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
-  },
-  {
-    "id": "observability-monitoring-slo-implement",
-    "name": "observability-monitoring-slo-implement",
-    "desc": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
-  },
-  {
-    "id": "observe-whatsapp",
-    "name": "observe-whatsapp",
-    "desc": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
-  },
-  {
-    "id": "obsidian-clipper-template-creator",
-    "name": "obsidian-clipper-template-creator",
-    "desc": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
-  },
-  {
-    "id": "on-call-handoff-patterns",
-    "name": "on-call-handoff-patterns",
-    "desc": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
-  },
-  {
-    "id": "onboarding-cro",
-    "name": "onboarding-cro",
-    "desc": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"u..."
-  },
-  {
-    "id": "one-drive-automation",
-    "name": "one-drive-automation",
-    "desc": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "openapi-spec-generation",
-    "name": "openapi-spec-generation",
-    "desc": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
-  },
-  {
-    "id": "oss-hunter",
-    "name": "oss-hunter",
-    "desc": "Automatically hunt for high-impact OSS contribution opportunities in trending repositories."
-  },
-  {
-    "id": "outlook-automation",
-    "name": "outlook-automation",
-    "desc": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
-  },
-  {
-    "id": "outlook-calendar-automation",
-    "name": "outlook-calendar-automation",
-    "desc": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
-  },
-  {
-    "id": "page-cro",
-    "name": "page-cro",
-    "desc": "Analyze and optimize individual pages for conversion performance."
-  },
-  {
-    "id": "pagerduty-automation",
-    "name": "pagerduty-automation",
-    "desc": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
-  },
-  {
-    "id": "paid-ads",
-    "name": "paid-ads",
-    "desc": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
-  },
-  {
-    "id": "parallel-agents",
-    "name": "parallel-agents",
-    "desc": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
-  },
-  {
-    "id": "payment-integration",
-    "name": "payment-integration",
-    "desc": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features."
-  },
-  {
-    "id": "paypal-integration",
-    "name": "paypal-integration",
-    "desc": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
-  },
-  {
-    "id": "paywall-upgrade-cro",
-    "name": "paywall-upgrade-cro",
-    "desc": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
-  },
-  {
-    "id": "pci-compliance",
-    "name": "pci-compliance",
-    "desc": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
-  },
-  {
-    "id": "pdf-official",
-    "name": "pdf-official",
-    "desc": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
-  },
-  {
-    "id": "pentest-checklist",
-    "name": "pentest-checklist",
-    "desc": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
-  },
-  {
-    "id": "pentest-commands",
-    "name": "pentest-commands",
-    "desc": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
-  },
-  {
-    "id": "performance-engineer",
-    "name": "performance-engineer",
-    "desc": "Expert performance engineer specializing in modern observability,"
-  },
-  {
-    "id": "performance-profiling",
-    "name": "performance-profiling",
-    "desc": "Performance profiling principles. Measurement, analysis, and optimization techniques."
-  },
-  {
-    "id": "performance-testing-review-ai-review",
-    "name": "performance-testing-review-ai-review",
-    "desc": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
-  },
-  {
-    "id": "performance-testing-review-multi-agent-review",
-    "name": "performance-testing-review-multi-agent-review",
-    "desc": "Use when working with performance testing review multi agent review"
-  },
-  {
-    "id": "personal-tool-builder",
-    "name": "personal-tool-builder",
-    "desc": "Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i..."
-  },
-  {
-    "id": "php-pro",
-    "name": "php-pro",
-    "desc": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n"
-  },
-  {
-    "id": "pipedrive-automation",
-    "name": "pipedrive-automation",
-    "desc": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "plaid-fintech",
-    "name": "plaid-fintech",
-    "desc": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
-  },
-  {
-    "id": "plan-writing",
-    "name": "plan-writing",
-    "desc": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
-  },
-  {
-    "id": "planning-with-files",
-    "name": "planning-with-files",
-    "desc": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
-  },
-  {
-    "id": "playwright-skill",
-    "name": "playwright-skill",
-    "desc": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
-  },
-  {
-    "id": "podcast-generation",
-    "name": "podcast-generation",
-    "desc": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
-  },
-  {
-    "id": "popup-cro",
-    "name": "popup-cro",
-    "desc": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
-  },
-  {
-    "id": "posix-shell-pro",
-    "name": "posix-shell-pro",
-    "desc": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix)."
-  },
-  {
-    "id": "postgres-best-practices",
-    "name": "postgres-best-practices",
-    "desc": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
-  },
-  {
-    "id": "postgresql",
-    "name": "postgresql",
-    "desc": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
-  },
-  {
-    "id": "posthog-automation",
-    "name": "posthog-automation",
-    "desc": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
-  },
-  {
-    "id": "postmark-automation",
-    "name": "postmark-automation",
-    "desc": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
-  },
-  {
-    "id": "postmortem-writing",
-    "name": "postmortem-writing",
-    "desc": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
-  },
-  {
-    "id": "powershell-windows",
-    "name": "powershell-windows",
-    "desc": "PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling."
-  },
-  {
-    "id": "pptx-official",
-    "name": "pptx-official",
-    "desc": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
-  },
-  {
-    "id": "pricing-strategy",
-    "name": "pricing-strategy",
-    "desc": "Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives."
-  },
-  {
-    "id": "prisma-expert",
-    "name": "prisma-expert",
-    "desc": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
-  },
-  {
-    "id": "privilege-escalation-methods",
-    "name": "privilege-escalation-methods",
-    "desc": "This skill should be used when the user asks to \"escalate privileges\", \"get root access\", \"become administrator\", \"privesc techniques\", \"abuse sudo\", \"exploit SUID binaries\", \"K..."
-  },
-  {
-    "id": "product-manager-toolkit",
-    "name": "product-manager-toolkit",
-    "desc": "Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritizati..."
-  },
-  {
-    "id": "production-code-audit",
-    "name": "production-code-audit",
-    "desc": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
-  },
-  {
-    "id": "production-scheduling",
-    "name": "production-scheduling",
-    "desc": "Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing."
-  },
-  {
-    "id": "professional-proofreader",
-    "name": "professional-proofreader",
-    "desc": "Use when a user asks to \"proofread\", \"review and correct\", \"fix grammar\", \"improve readability while keeping my voice\", and to proofread a document file and save an updated version.\n"
-  },
-  {
-    "id": "programmatic-seo",
-    "name": "programmatic-seo",
-    "desc": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data."
-  },
-  {
-    "id": "projection-patterns",
-    "name": "projection-patterns",
-    "desc": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
-  },
-  {
-    "id": "prometheus-configuration",
-    "name": "prometheus-configuration",
-    "desc": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
-  },
-  {
-    "id": "prompt-caching",
-    "name": "prompt-caching",
-    "desc": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
-  },
-  {
-    "id": "prompt-engineering",
-    "name": "prompt-engineering",
-    "desc": "Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior."
-  },
-  {
-    "id": "prompt-engineering-patterns",
-    "name": "prompt-engineering-patterns",
-    "desc": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
-  },
-  {
-    "id": "prompt-library",
-    "name": "prompt-library",
-    "desc": "Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-..."
-  },
-  {
-    "id": "protocol-reverse-engineering",
-    "name": "protocol-reverse-engineering",
-    "desc": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
-  },
-  {
-    "id": "pydantic-models-py",
-    "name": "pydantic-models-py",
-    "desc": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
-  },
-  {
-    "id": "pypict-skill",
-    "name": "pypict-skill",
-    "desc": "Pairwise test generation"
-  },
-  {
-    "id": "python-development-python-scaffold",
-    "name": "python-development-python-scaffold",
-    "desc": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
-  },
-  {
-    "id": "python-packaging",
-    "name": "python-packaging",
-    "desc": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
-  },
-  {
-    "id": "python-patterns",
-    "name": "python-patterns",
-    "desc": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
-  },
-  {
-    "id": "python-performance-optimization",
-    "name": "python-performance-optimization",
-    "desc": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
-  },
-  {
-    "id": "python-pro",
-    "name": "python-pro",
-    "desc": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI."
-  },
-  {
-    "id": "python-testing-patterns",
-    "name": "python-testing-patterns",
-    "desc": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
-  },
-  {
-    "id": "quality-nonconformance",
-    "name": "quality-nonconformance",
-    "desc": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing."
-  },
-  {
-    "id": "quant-analyst",
-    "name": "quant-analyst",
-    "desc": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage."
-  },
-  {
-    "id": "radix-ui-design-system",
-    "name": "radix-ui-design-system",
-    "desc": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
-  },
-  {
-    "id": "rag-engineer",
-    "name": "rag-engineer",
-    "desc": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
-  },
-  {
-    "id": "react-best-practices",
-    "name": "react-best-practices",
-    "desc": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
-  },
-  {
-    "id": "react-flow-architect",
-    "name": "react-flow-architect",
-    "desc": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
-  },
-  {
-    "id": "react-flow-node-ts",
-    "name": "react-flow-node-ts",
-    "desc": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
-  },
-  {
-    "id": "react-modernization",
-    "name": "react-modernization",
-    "desc": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
-  },
-  {
-    "id": "react-native-architecture",
-    "name": "react-native-architecture",
-    "desc": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
-  },
-  {
-    "id": "react-patterns",
-    "name": "react-patterns",
-    "desc": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
-  },
-  {
-    "id": "react-state-management",
-    "name": "react-state-management",
-    "desc": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
-  },
-  {
-    "id": "react-ui-patterns",
-    "name": "react-ui-patterns",
-    "desc": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
-  },
-  {
-    "id": "readme",
-    "name": "readme",
-    "desc": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
-  },
-  {
-    "id": "receiving-code-review",
-    "name": "receiving-code-review",
-    "desc": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
-  },
-  {
-    "id": "red-team-tactics",
-    "name": "red-team-tactics",
-    "desc": "Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting."
-  },
-  {
-    "id": "red-team-tools",
-    "name": "red-team-tools",
-    "desc": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
-  },
-  {
-    "id": "reddit-automation",
-    "name": "reddit-automation",
-    "desc": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
-  },
-  {
-    "id": "reference-builder",
-    "name": "reference-builder",
-    "desc": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials."
-  },
-  {
-    "id": "referral-program",
-    "name": "referral-program",
-    "desc": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
-  },
-  {
-    "id": "remotion-best-practices",
-    "name": "remotion-best-practices",
-    "desc": "Best practices for Remotion - Video creation in React"
-  },
-  {
-    "id": "render-automation",
-    "name": "render-automation",
-    "desc": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
-  },
-  {
-    "id": "requesting-code-review",
-    "name": "requesting-code-review",
-    "desc": "Use when completing tasks, implementing major features, or before merging to verify work meets requirements"
-  },
-  {
-    "id": "research-engineer",
-    "name": "research-engineer",
-    "desc": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
-  },
-  {
-    "id": "returns-reverse-logistics",
-    "name": "returns-reverse-logistics",
-    "desc": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management."
-  },
-  {
-    "id": "reverse-engineer",
-    "name": "reverse-engineer",
-    "desc": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains."
-  },
-  {
-    "id": "risk-manager",
-    "name": "risk-manager",
-    "desc": "Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses."
-  },
-  {
-    "id": "risk-metrics-calculation",
-    "name": "risk-metrics-calculation",
-    "desc": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
-  },
-  {
-    "id": "ruby-pro",
-    "name": "ruby-pro",
-    "desc": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks."
-  },
-  {
-    "id": "rust-async-patterns",
-    "name": "rust-async-patterns",
-    "desc": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
-  },
-  {
-    "id": "rust-pro",
-    "name": "rust-pro",
-    "desc": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming."
-  },
-  {
-    "id": "saas-mvp-launcher",
-    "name": "saas-mvp-launcher",
-    "desc": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist."
-  },
-  {
-    "id": "saga-orchestration",
-    "name": "saga-orchestration",
-    "desc": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
-  },
-  {
-    "id": "sales-automator",
-    "name": "sales-automator",
-    "desc": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n"
-  },
-  {
-    "id": "salesforce-automation",
-    "name": "salesforce-automation",
-    "desc": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
-  },
-  {
-    "id": "salesforce-development",
-    "name": "salesforce-development",
-    "desc": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
-  },
-  {
-    "id": "sast-configuration",
-    "name": "sast-configuration",
-    "desc": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
-  },
-  {
-    "id": "scala-pro",
-    "name": "scala-pro",
-    "desc": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures."
-  },
-  {
-    "id": "scanning-tools",
-    "name": "scanning-tools",
-    "desc": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
-  },
-  {
-    "id": "schema-markup",
-    "name": "schema-markup",
-    "desc": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact."
-  },
-  {
-    "id": "screen-reader-testing",
-    "name": "screen-reader-testing",
-    "desc": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
-  },
-  {
-    "id": "screenshots",
-    "name": "screenshots",
-    "desc": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
-  },
-  {
-    "id": "scroll-experience",
-    "name": "scroll-experience",
-    "desc": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
-  },
-  {
-    "id": "search-specialist",
-    "name": "search-specialist",
-    "desc": "Expert web researcher using advanced search techniques and"
-  },
-  {
-    "id": "secrets-management",
-    "name": "secrets-management",
-    "desc": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
-  },
-  {
-    "id": "security-auditor",
-    "name": "security-auditor",
-    "desc": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks."
-  },
-  {
-    "id": "security-bluebook-builder",
-    "name": "security-bluebook-builder",
-    "desc": "Build security Blue Books for sensitive apps"
-  },
-  {
-    "id": "security-compliance-compliance-check",
-    "name": "security-compliance-compliance-check",
-    "desc": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
-  },
-  {
-    "id": "security-requirement-extraction",
-    "name": "security-requirement-extraction",
-    "desc": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
-  },
-  {
-    "id": "security-scanning-security-dependencies",
-    "name": "security-scanning-security-dependencies",
-    "desc": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
-  },
-  {
-    "id": "security-scanning-security-hardening",
-    "name": "security-scanning-security-hardening",
-    "desc": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
-  },
-  {
-    "id": "security-scanning-security-sast",
-    "name": "security-scanning-security-sast",
-    "desc": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n"
-  },
-  {
-    "id": "segment-automation",
-    "name": "segment-automation",
-    "desc": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
-  },
-  {
-    "id": "segment-cdp",
-    "name": "segment-cdp",
-    "desc": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
-  },
-  {
-    "id": "sendgrid-automation",
-    "name": "sendgrid-automation",
-    "desc": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
-  },
-  {
-    "id": "senior-architect",
-    "name": "senior-architect",
-    "desc": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
-  },
-  {
-    "id": "senior-fullstack",
-    "name": "senior-fullstack",
-    "desc": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
-  },
-  {
-    "id": "sentry-automation",
-    "name": "sentry-automation",
-    "desc": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
-  },
-  {
-    "id": "seo-audit",
-    "name": "seo-audit",
-    "desc": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance."
-  },
-  {
-    "id": "seo-authority-builder",
-    "name": "seo-authority-builder",
-    "desc": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n"
-  },
-  {
-    "id": "seo-cannibalization-detector",
-    "name": "seo-cannibalization-detector",
-    "desc": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content."
-  },
-  {
-    "id": "seo-content-auditor",
-    "name": "seo-content-auditor",
-    "desc": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines."
-  },
-  {
-    "id": "seo-content-planner",
-    "name": "seo-content-planner",
-    "desc": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n"
-  },
-  {
-    "id": "seo-content-refresher",
-    "name": "seo-content-refresher",
-    "desc": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content."
-  },
-  {
-    "id": "seo-content-writer",
-    "name": "seo-content-writer",
-    "desc": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks."
-  },
-  {
-    "id": "seo-forensic-incident-response",
-    "name": "seo-forensic-incident-response",
-    "desc": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
-  },
-  {
-    "id": "seo-fundamentals",
-    "name": "seo-fundamentals",
-    "desc": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages."
-  },
-  {
-    "id": "seo-keyword-strategist",
-    "name": "seo-keyword-strategist",
-    "desc": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization."
-  },
-  {
-    "id": "seo-meta-optimizer",
-    "name": "seo-meta-optimizer",
-    "desc": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content."
-  },
-  {
-    "id": "seo-snippet-hunter",
-    "name": "seo-snippet-hunter",
-    "desc": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content."
-  },
-  {
-    "id": "seo-structure-architect",
-    "name": "seo-structure-architect",
-    "desc": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization."
-  },
-  {
-    "id": "server-management",
-    "name": "server-management",
-    "desc": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
-  },
-  {
-    "id": "service-mesh-expert",
-    "name": "service-mesh-expert",
-    "desc": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
-  },
-  {
-    "id": "service-mesh-observability",
-    "name": "service-mesh-observability",
-    "desc": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
-  },
-  {
-    "id": "shader-programming-glsl",
-    "name": "shader-programming-glsl",
-    "desc": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
-  },
-  {
-    "id": "sharp-edges",
-    "name": "sharp-edges",
-    "desc": "Identify error-prone APIs and dangerous configurations"
-  },
-  {
-    "id": "shellcheck-configuration",
-    "name": "shellcheck-configuration",
-    "desc": "Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability."
-  },
-  {
-    "id": "shodan-reconnaissance",
-    "name": "shodan-reconnaissance",
-    "desc": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
-  },
-  {
-    "id": "shopify-apps",
-    "name": "shopify-apps",
-    "desc": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
-  },
-  {
-    "id": "shopify-automation",
-    "name": "shopify-automation",
-    "desc": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
-  },
-  {
-    "id": "shopify-development",
-    "name": "shopify-development",
-    "desc": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid."
-  },
-  {
-    "id": "signup-flow-cro",
-    "name": "signup-flow-cro",
-    "desc": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup..."
-  },
-  {
-    "id": "similarity-search-patterns",
-    "name": "similarity-search-patterns",
-    "desc": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
-  },
-  {
-    "id": "skill-creator-ms",
-    "name": "skill-creator-ms",
-    "desc": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
-  },
-  {
-    "id": "skill-developer",
-    "name": "skill-developer",
-    "desc": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
-  },
-  {
-    "id": "skill-rails-upgrade",
-    "name": "skill-rails-upgrade",
-    "desc": "Analyze Rails apps and provide upgrade assessments"
-  },
-  {
-    "id": "skill-router",
-    "name": "skill-router",
-    "desc": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal."
-  },
-  {
-    "id": "skill-seekers",
-    "name": "skill-seekers",
-    "desc": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
-  },
-  {
-    "id": "slack-automation",
-    "name": "slack-automation",
-    "desc": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
-  },
-  {
-    "id": "slack-bot-builder",
-    "name": "slack-bot-builder",
-    "desc": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
-  },
-  {
-    "id": "slack-gif-creator",
-    "name": "slack-gif-creator",
-    "desc": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
-  },
-  {
-    "id": "slo-implementation",
-    "name": "slo-implementation",
-    "desc": "Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or m..."
-  },
-  {
-    "id": "smtp-penetration-testing",
-    "name": "smtp-penetration-testing",
-    "desc": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
-  },
-  {
-    "id": "social-content",
-    "name": "social-content",
-    "desc": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
-  },
-  {
-    "id": "software-architecture",
-    "name": "software-architecture",
-    "desc": "Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development."
-  },
-  {
-    "id": "solidity-security",
-    "name": "solidity-security",
-    "desc": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
-  },
-  {
-    "id": "spark-optimization",
-    "name": "spark-optimization",
-    "desc": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
-  },
-  {
-    "id": "sql-injection-testing",
-    "name": "sql-injection-testing",
-    "desc": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
-  },
-  {
-    "id": "sql-optimization-patterns",
-    "name": "sql-optimization-patterns",
-    "desc": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
-  },
-  {
-    "id": "sql-pro",
-    "name": "sql-pro",
-    "desc": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems."
-  },
-  {
-    "id": "sqlmap-database-pentesting",
-    "name": "sqlmap-database-pentesting",
-    "desc": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
-  },
-  {
-    "id": "square-automation",
-    "name": "square-automation",
-    "desc": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
-  },
-  {
-    "id": "ssh-penetration-testing",
-    "name": "ssh-penetration-testing",
-    "desc": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
-  },
-  {
-    "id": "startup-analyst",
-    "name": "startup-analyst",
-    "desc": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies."
-  },
-  {
-    "id": "startup-business-analyst-business-case",
-    "name": "startup-business-analyst-business-case",
-    "desc": "Generate comprehensive investor-ready business case document with\nmarket, solution, financials, and strategy\n"
-  },
-  {
-    "id": "startup-business-analyst-financial-projections",
-    "name": "startup-business-analyst-financial-projections",
-    "desc": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n"
-  },
-  {
-    "id": "startup-business-analyst-market-opportunity",
-    "name": "startup-business-analyst-market-opportunity",
-    "desc": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n"
-  },
-  {
-    "id": "startup-financial-modeling",
-    "name": "startup-financial-modeling",
-    "desc": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or..."
-  },
-  {
-    "id": "startup-metrics-framework",
-    "name": "startup-metrics-framework",
-    "desc": "This skill should be used when the user asks about \\\\\\\"key startup metrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\", \"rule of 40\", \"marketplace metrics\", or requests..."
-  },
-  {
-    "id": "stitch-ui-design",
-    "name": "stitch-ui-design",
-    "desc": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
-  },
-  {
-    "id": "stride-analysis-patterns",
-    "name": "stride-analysis-patterns",
-    "desc": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
-  },
-  {
-    "id": "stripe-automation",
-    "name": "stripe-automation",
-    "desc": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
-  },
-  {
-    "id": "stripe-integration",
-    "name": "stripe-integration",
-    "desc": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
-  },
-  {
-    "id": "subagent-driven-development",
-    "name": "subagent-driven-development",
-    "desc": "Use when executing implementation plans with independent tasks in the current session"
-  },
-  {
-    "id": "supabase-automation",
-    "name": "supabase-automation",
-    "desc": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "superpowers-lab",
-    "name": "superpowers-lab",
-    "desc": "Lab environment for Claude superpowers"
-  },
-  {
-    "id": "swiftui-expert-skill",
-    "name": "swiftui-expert-skill",
-    "desc": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
-  },
-  {
-    "id": "systematic-debugging",
-    "name": "systematic-debugging",
-    "desc": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
-  },
-  {
-    "id": "systems-programming-rust-project",
-    "name": "systems-programming-rust-project",
-    "desc": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
-  },
-  {
-    "id": "tailwind-design-system",
-    "name": "tailwind-design-system",
-    "desc": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
-  },
-  {
-    "id": "tailwind-patterns",
-    "name": "tailwind-patterns",
-    "desc": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
-  },
-  {
-    "id": "tavily-web",
-    "name": "tavily-web",
-    "desc": "Web search, content extraction, crawling, and research capabilities using Tavily API"
-  },
-  {
-    "id": "tdd-orchestrator",
-    "name": "tdd-orchestrator",
-    "desc": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices."
-  },
-  {
-    "id": "tdd-workflow",
-    "name": "tdd-workflow",
-    "desc": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
-  },
-  {
-    "id": "tdd-workflows-tdd-cycle",
-    "name": "tdd-workflows-tdd-cycle",
-    "desc": "Use when working with tdd workflows tdd cycle"
-  },
-  {
-    "id": "tdd-workflows-tdd-green",
-    "name": "tdd-workflows-tdd-green",
-    "desc": "Implement the minimal code needed to make failing tests pass in the TDD green phase."
-  },
-  {
-    "id": "tdd-workflows-tdd-red",
-    "name": "tdd-workflows-tdd-red",
-    "desc": "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
-  },
-  {
-    "id": "tdd-workflows-tdd-refactor",
-    "name": "tdd-workflows-tdd-refactor",
-    "desc": "Use when working with tdd workflows tdd refactor"
-  },
-  {
-    "id": "team-collaboration-issue",
-    "name": "team-collaboration-issue",
-    "desc": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
-  },
-  {
-    "id": "team-collaboration-standup-notes",
-    "name": "team-collaboration-standup-notes",
-    "desc": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
-  },
-  {
-    "id": "team-composition-analysis",
-    "name": "team-composition-analysis",
-    "desc": "This skill should be used when the user asks to \\\\\\\"plan team structure\", \"determine hiring needs\", \"design org chart\", \"calculate compensation\", \"plan equity allocation\", or requests..."
-  },
-  {
-    "id": "telegram-automation",
-    "name": "telegram-automation",
-    "desc": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
-  },
-  {
-    "id": "telegram-bot-builder",
-    "name": "telegram-bot-builder",
-    "desc": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
-  },
-  {
-    "id": "telegram-mini-app",
-    "name": "telegram-mini-app",
-    "desc": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
-  },
-  {
-    "id": "temporal-golang-pro",
-    "name": "temporal-golang-pro",
-    "desc": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
-  },
-  {
-    "id": "temporal-python-pro",
-    "name": "temporal-python-pro",
-    "desc": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment."
-  },
-  {
-    "id": "temporal-python-testing",
-    "name": "temporal-python-testing",
-    "desc": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
-  },
-  {
-    "id": "terraform-aws-modules",
-    "name": "terraform-aws-modules",
-    "desc": "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
-  },
-  {
-    "id": "terraform-module-library",
-    "name": "terraform-module-library",
-    "desc": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
-  },
-  {
-    "id": "terraform-skill",
-    "name": "terraform-skill",
-    "desc": "Terraform infrastructure as code best practices"
-  },
-  {
-    "id": "terraform-specialist",
-    "name": "terraform-specialist",
-    "desc": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns."
-  },
-  {
-    "id": "test-automator",
-    "name": "test-automator",
-    "desc": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration."
-  },
-  {
-    "id": "test-driven-development",
-    "name": "test-driven-development",
-    "desc": "Use when implementing any feature or bugfix, before writing implementation code"
-  },
-  {
-    "id": "test-fixing",
-    "name": "test-fixing",
-    "desc": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
-  },
-  {
-    "id": "testing-patterns",
-    "name": "testing-patterns",
-    "desc": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
-  },
-  {
-    "id": "theme-factory",
-    "name": "theme-factory",
-    "desc": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
-  },
-  {
-    "id": "threat-mitigation-mapping",
-    "name": "threat-mitigation-mapping",
-    "desc": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
-  },
-  {
-    "id": "threat-modeling-expert",
-    "name": "threat-modeling-expert",
-    "desc": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
-  },
-  {
-    "id": "threejs-skills",
-    "name": "threejs-skills",
-    "desc": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
-  },
-  {
-    "id": "tiktok-automation",
-    "name": "tiktok-automation",
-    "desc": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
-  },
-  {
-    "id": "todoist-automation",
-    "name": "todoist-automation",
-    "desc": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "tool-design",
-    "name": "tool-design",
-    "desc": "Build tools that agents can use effectively, including architectural reduction patterns"
-  },
-  {
-    "id": "top-web-vulnerabilities",
-    "name": "top-web-vulnerabilities",
-    "desc": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
-  },
-  {
-    "id": "track-management",
-    "name": "track-management",
-    "desc": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations."
-  },
-  {
-    "id": "trello-automation",
-    "name": "trello-automation",
-    "desc": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
-  },
-  {
-    "id": "trigger-dev",
-    "name": "trigger-dev",
-    "desc": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
-  },
-  {
-    "id": "turborepo-caching",
-    "name": "turborepo-caching",
-    "desc": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
-  },
-  {
-    "id": "tutorial-engineer",
-    "name": "tutorial-engineer",
-    "desc": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples."
-  },
-  {
-    "id": "twilio-communications",
-    "name": "twilio-communications",
-    "desc": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
-  },
-  {
-    "id": "twitter-automation",
-    "name": "twitter-automation",
-    "desc": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
-  },
-  {
-    "id": "typescript-advanced-types",
-    "name": "typescript-advanced-types",
-    "desc": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
-  },
-  {
-    "id": "typescript-pro",
-    "name": "typescript-pro",
-    "desc": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns."
-  },
-  {
-    "id": "ui-skills",
-    "name": "ui-skills",
-    "desc": "Opinionated, evolving constraints to guide agents when building interfaces"
-  },
-  {
-    "id": "ui-ux-designer",
-    "name": "ui-ux-designer",
-    "desc": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools."
-  },
-  {
-    "id": "ui-ux-pro-max",
-    "name": "ui-ux-pro-max",
-    "desc": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
-  },
-  {
-    "id": "ui-visual-validator",
-    "name": "ui-visual-validator",
-    "desc": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification."
-  },
-  {
-    "id": "unit-testing-test-generate",
-    "name": "unit-testing-test-generate",
-    "desc": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
-  },
-  {
-    "id": "unity-developer",
-    "name": "unity-developer",
-    "desc": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment."
-  },
-  {
-    "id": "unity-ecs-patterns",
-    "name": "unity-ecs-patterns",
-    "desc": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
-  },
-  {
-    "id": "unreal-engine-cpp-pro",
-    "name": "unreal-engine-cpp-pro",
-    "desc": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
-  },
-  {
-    "id": "upgrading-expo",
-    "name": "upgrading-expo",
-    "desc": "Upgrade Expo SDK versions"
-  },
-  {
-    "id": "upstash-qstash",
-    "name": "upstash-qstash",
-    "desc": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
-  },
-  {
-    "id": "using-git-worktrees",
-    "name": "using-git-worktrees",
-    "desc": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
-  },
-  {
-    "id": "using-neon",
-    "name": "using-neon",
-    "desc": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
-  },
-  {
-    "id": "using-superpowers",
-    "name": "using-superpowers",
-    "desc": "Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions"
-  },
-  {
-    "id": "uv-package-manager",
-    "name": "uv-package-manager",
-    "desc": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
-  },
-  {
-    "id": "varlock-claude-skill",
-    "name": "varlock-claude-skill",
-    "desc": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
-  },
-  {
-    "id": "vector-database-engineer",
-    "name": "vector-database-engineer",
-    "desc": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
-  },
-  {
-    "id": "vector-index-tuning",
-    "name": "vector-index-tuning",
-    "desc": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
-  },
-  {
-    "id": "vercel-automation",
-    "name": "vercel-automation",
-    "desc": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
-  },
-  {
-    "id": "vercel-deploy-claimable",
-    "name": "vercel-deploy-claimable",
-    "desc": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
-  },
-  {
-    "id": "vercel-deployment",
-    "name": "vercel-deployment",
-    "desc": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
-  },
-  {
-    "id": "verification-before-completion",
-    "name": "verification-before-completion",
-    "desc": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
-  },
-  {
-    "id": "vexor",
-    "name": "vexor",
-    "desc": "Vector-powered CLI for semantic file search with a Claude/Codex skill"
-  },
-  {
-    "id": "vibe-code-auditor",
-    "name": "vibe-code-auditor",
-    "desc": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks."
-  },
-  {
-    "id": "viral-generator-builder",
-    "name": "viral-generator-builder",
-    "desc": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
-  },
-  {
-    "id": "voice-agents",
-    "name": "voice-agents",
-    "desc": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
-  },
-  {
-    "id": "voice-ai-development",
-    "name": "voice-ai-development",
-    "desc": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
-  },
-  {
-    "id": "voice-ai-engine-development",
-    "name": "voice-ai-engine-development",
-    "desc": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
-  },
-  {
-    "id": "vulnerability-scanner",
-    "name": "vulnerability-scanner",
-    "desc": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
-  },
-  {
-    "id": "wcag-audit-patterns",
-    "name": "wcag-audit-patterns",
-    "desc": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
-  },
-  {
-    "id": "web-artifacts-builder",
-    "name": "web-artifacts-builder",
-    "desc": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
-  },
-  {
-    "id": "web-design-guidelines",
-    "name": "web-design-guidelines",
-    "desc": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
-  },
-  {
-    "id": "web-performance-optimization",
-    "name": "web-performance-optimization",
-    "desc": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
-  },
-  {
-    "id": "web3-testing",
-    "name": "web3-testing",
-    "desc": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
-  },
-  {
-    "id": "webapp-testing",
-    "name": "webapp-testing",
-    "desc": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
-  },
-  {
-    "id": "webflow-automation",
-    "name": "webflow-automation",
-    "desc": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "whatsapp-automation",
-    "name": "whatsapp-automation",
-    "desc": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
-  },
-  {
-    "id": "wiki-architect",
-    "name": "wiki-architect",
-    "desc": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
-  },
-  {
-    "id": "wiki-changelog",
-    "name": "wiki-changelog",
-    "desc": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
-  },
-  {
-    "id": "wiki-onboarding",
-    "name": "wiki-onboarding",
-    "desc": "Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
-  },
-  {
-    "id": "wiki-page-writer",
-    "name": "wiki-page-writer",
-    "desc": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
-  },
-  {
-    "id": "wiki-qa",
-    "name": "wiki-qa",
-    "desc": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
-  },
-  {
-    "id": "wiki-researcher",
-    "name": "wiki-researcher",
-    "desc": "Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how..."
-  },
-  {
-    "id": "wiki-vitepress",
-    "name": "wiki-vitepress",
-    "desc": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
-  },
-  {
-    "id": "windows-privilege-escalation",
-    "name": "windows-privilege-escalation",
-    "desc": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
-  },
-  {
-    "id": "wireshark-analysis",
-    "name": "wireshark-analysis",
-    "desc": "This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete..."
-  },
-  {
-    "id": "wordpress-penetration-testing",
-    "name": "wordpress-penetration-testing",
-    "desc": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
-  },
-  {
-    "id": "workflow-automation",
-    "name": "workflow-automation",
-    "desc": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
-  },
-  {
-    "id": "workflow-orchestration-patterns",
-    "name": "workflow-orchestration-patterns",
-    "desc": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
-  },
-  {
-    "id": "workflow-patterns",
-    "name": "workflow-patterns",
-    "desc": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol."
-  },
-  {
-    "id": "wrike-automation",
-    "name": "wrike-automation",
-    "desc": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
-  },
-  {
-    "id": "writing-plans",
-    "name": "writing-plans",
-    "desc": "Use when you have a spec or requirements for a multi-step task, before touching code"
-  },
-  {
-    "id": "x-article-publisher-skill",
-    "name": "x-article-publisher-skill",
-    "desc": "Publish articles to X/Twitter"
-  },
-  {
-    "id": "xlsx-official",
-    "name": "xlsx-official",
-    "desc": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
-  },
-  {
-    "id": "xss-html-injection",
-    "name": "xss-html-injection",
-    "desc": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
-  },
-  {
-    "id": "youtube-automation",
-    "name": "youtube-automation",
-    "desc": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
-  },
-  {
-    "id": "zapier-make-patterns",
-    "name": "zapier-make-patterns",
-    "desc": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
-  },
-  {
-    "id": "zendesk-automation",
-    "name": "zendesk-automation",
-    "desc": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
-  },
-  {
-    "id": "zoho-crm-automation",
-    "name": "zoho-crm-automation",
-    "desc": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
-  },
-  {
-    "id": "zoom-automation",
-    "name": "zoom-automation",
-    "desc": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
-  },
-  {
-    "id": "zustand-store-ts",
-    "name": "zustand-store-ts",
-    "desc": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
-  }
-]
diff --git a/web-app/public/skills.json b/web-app/public/skills.json
index 64b90198..a025d2ba 100644
--- a/web-app/public/skills.json
+++ b/web-app/public/skills.json
@@ -52,7 +52,7 @@
   {
     "id": "3d-web-experience",
     "path": "skills/3d-web-experience",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "3d-web-experience",
     "description": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...",
     "risk": "unknown",
@@ -62,7 +62,7 @@
   {
     "id": "ab-test-setup",
     "path": "skills/ab-test-setup",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ab-test-setup",
     "description": "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.",
     "risk": "unknown",
@@ -72,7 +72,7 @@
   {
     "id": "accessibility-compliance-accessibility-audit",
     "path": "skills/accessibility-compliance-accessibility-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "accessibility-compliance-accessibility-audit",
     "description": "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.",
     "risk": "unknown",
@@ -92,7 +92,7 @@
   {
     "id": "activecampaign-automation",
     "path": "skills/activecampaign-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "activecampaign-automation",
     "description": "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -102,7 +102,7 @@
   {
     "id": "address-github-comments",
     "path": "skills/address-github-comments",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "address-github-comments",
     "description": "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.",
     "risk": "unknown",
@@ -112,7 +112,7 @@
   {
     "id": "agent-evaluation",
     "path": "skills/agent-evaluation",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "agent-evaluation",
     "description": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re...",
     "risk": "unknown",
@@ -122,7 +122,7 @@
   {
     "id": "agent-framework-azure-ai-py",
     "path": "skills/agent-framework-azure-ai-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agent-framework-azure-ai-py",
     "description": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...",
     "risk": "unknown",
@@ -132,7 +132,7 @@
   {
     "id": "agent-manager-skill",
     "path": "skills/agent-manager-skill",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agent-manager-skill",
     "description": "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.",
     "risk": "unknown",
@@ -142,7 +142,7 @@
   {
     "id": "agent-memory-mcp",
     "path": "skills/agent-memory-mcp",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-memory-mcp",
     "description": "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).",
     "risk": "unknown",
@@ -152,7 +152,7 @@
   {
     "id": "agent-memory-systems",
     "path": "skills/agent-memory-systems",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-memory-systems",
     "description": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...",
     "risk": "unknown",
@@ -162,7 +162,7 @@
   {
     "id": "agent-orchestration-improve-agent",
     "path": "skills/agent-orchestration-improve-agent",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agent-orchestration-improve-agent",
     "description": "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.",
     "risk": "unknown",
@@ -172,7 +172,7 @@
   {
     "id": "agent-orchestration-multi-agent-optimize",
     "path": "skills/agent-orchestration-multi-agent-optimize",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agent-orchestration-multi-agent-optimize",
     "description": "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.",
     "risk": "unknown",
@@ -182,7 +182,7 @@
   {
     "id": "agent-tool-builder",
     "path": "skills/agent-tool-builder",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agent-tool-builder",
     "description": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...",
     "risk": "unknown",
@@ -192,7 +192,7 @@
   {
     "id": "agentfolio",
     "path": "skills/agentfolio",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "agentfolio",
     "description": "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.",
     "risk": "unknown",
@@ -202,7 +202,7 @@
   {
     "id": "agentmail",
     "path": "skills/agentmail",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "agentmail",
     "description": "Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.",
     "risk": "safe",
@@ -212,7 +212,7 @@
   {
     "id": "agents-v2-py",
     "path": "skills/agents-v2-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "agents-v2-py",
     "description": "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.",
     "risk": "unknown",
@@ -232,7 +232,7 @@
   {
     "id": "ai-agents-architect",
     "path": "skills/ai-agents-architect",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-agents-architect",
     "description": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...",
     "risk": "unknown",
@@ -242,7 +242,7 @@
   {
     "id": "ai-engineer",
     "path": "skills/ai-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-engineer",
     "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.",
     "risk": "unknown",
@@ -262,7 +262,7 @@
   {
     "id": "ai-product",
     "path": "skills/ai-product",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-product",
     "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...",
     "risk": "unknown",
@@ -272,7 +272,7 @@
   {
     "id": "ai-wrapper-product",
     "path": "skills/ai-wrapper-product",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ai-wrapper-product",
     "description": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...",
     "risk": "unknown",
@@ -282,7 +282,7 @@
   {
     "id": "airflow-dag-patterns",
     "path": "skills/airflow-dag-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "airflow-dag-patterns",
     "description": "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.",
     "risk": "unknown",
@@ -292,7 +292,7 @@
   {
     "id": "airtable-automation",
     "path": "skills/airtable-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "airtable-automation",
     "description": "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -302,7 +302,7 @@
   {
     "id": "algolia-search",
     "path": "skills/algolia-search",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "algolia-search",
     "description": "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.",
     "risk": "unknown",
@@ -312,7 +312,7 @@
   {
     "id": "algorithmic-art",
     "path": "skills/algorithmic-art",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "algorithmic-art",
     "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...",
     "risk": "unknown",
@@ -322,7 +322,7 @@
   {
     "id": "amplitude-automation",
     "path": "skills/amplitude-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "amplitude-automation",
     "description": "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -332,7 +332,7 @@
   {
     "id": "analytics-tracking",
     "path": "skills/analytics-tracking",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "analytics-tracking",
     "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.",
     "risk": "unknown",
@@ -342,7 +342,7 @@
   {
     "id": "android-jetpack-compose-expert",
     "path": "skills/android-jetpack-compose-expert",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "android-jetpack-compose-expert",
     "description": "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.",
     "risk": "safe",
@@ -352,7 +352,7 @@
   {
     "id": "android_ui_verification",
     "path": "skills/android_ui_verification",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "android_ui_verification",
     "description": "Automated end-to-end UI testing and verification on an Android Emulator using ADB.",
     "risk": "safe",
@@ -362,7 +362,7 @@
   {
     "id": "angular",
     "path": "skills/angular",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular",
     "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.",
     "risk": "safe",
@@ -372,7 +372,7 @@
   {
     "id": "angular-best-practices",
     "path": "skills/angular-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-best-practices",
     "description": "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.",
     "risk": "safe",
@@ -382,7 +382,7 @@
   {
     "id": "angular-migration",
     "path": "skills/angular-migration",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-migration",
     "description": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...",
     "risk": "unknown",
@@ -392,7 +392,7 @@
   {
     "id": "angular-state-management",
     "path": "skills/angular-state-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-state-management",
     "description": "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.",
     "risk": "safe",
@@ -402,7 +402,7 @@
   {
     "id": "angular-ui-patterns",
     "path": "skills/angular-ui-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "angular-ui-patterns",
     "description": "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.",
     "risk": "safe",
@@ -412,7 +412,7 @@
   {
     "id": "anti-reversing-techniques",
     "path": "skills/anti-reversing-techniques",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "anti-reversing-techniques",
     "description": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...",
     "risk": "unknown",
@@ -422,7 +422,7 @@
   {
     "id": "antigravity-workflows",
     "path": "skills/antigravity-workflows",
-    "category": "security",
+    "category": "uncategorized",
     "name": "antigravity-workflows",
     "description": "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.",
     "risk": "none",
@@ -432,7 +432,7 @@
   {
     "id": "api-design-principles",
     "path": "skills/api-design-principles",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-design-principles",
     "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...",
     "risk": "unknown",
@@ -452,7 +452,7 @@
   {
     "id": "api-documentation-generator",
     "path": "skills/api-documentation-generator",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-documentation-generator",
     "description": "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices",
     "risk": "unknown",
@@ -462,7 +462,7 @@
   {
     "id": "api-documenter",
     "path": "skills/api-documenter",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-documenter",
     "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.",
     "risk": "unknown",
@@ -472,7 +472,7 @@
   {
     "id": "api-fuzzing-bug-bounty",
     "path": "skills/api-fuzzing-bug-bounty",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-fuzzing-bug-bounty",
     "description": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...",
     "risk": "unknown",
@@ -482,7 +482,7 @@
   {
     "id": "api-patterns",
     "path": "skills/api-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "api-patterns",
     "description": "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.",
     "risk": "unknown",
@@ -492,7 +492,7 @@
   {
     "id": "api-security-best-practices",
     "path": "skills/api-security-best-practices",
-    "category": "security",
+    "category": "uncategorized",
     "name": "api-security-best-practices",
     "description": "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities",
     "risk": "unknown",
@@ -512,7 +512,7 @@
   {
     "id": "api-testing-observability-api-mock",
     "path": "skills/api-testing-observability-api-mock",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "api-testing-observability-api-mock",
     "description": "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.",
     "risk": "unknown",
@@ -522,7 +522,7 @@
   {
     "id": "apify-actor-development",
     "path": "skills/apify-actor-development",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "apify-actor-development",
     "description": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...",
     "risk": "unknown",
@@ -532,7 +532,7 @@
   {
     "id": "apify-actorization",
     "path": "skills/apify-actorization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-actorization",
     "description": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...",
     "risk": "unknown",
@@ -542,7 +542,7 @@
   {
     "id": "apify-audience-analysis",
     "path": "skills/apify-audience-analysis",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-audience-analysis",
     "description": "Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -552,7 +552,7 @@
   {
     "id": "apify-brand-reputation-monitoring",
     "path": "skills/apify-brand-reputation-monitoring",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "apify-brand-reputation-monitoring",
     "description": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...",
     "risk": "unknown",
@@ -562,7 +562,7 @@
   {
     "id": "apify-competitor-intelligence",
     "path": "skills/apify-competitor-intelligence",
-    "category": "content",
+    "category": "uncategorized",
     "name": "apify-competitor-intelligence",
     "description": "Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.",
     "risk": "unknown",
@@ -572,7 +572,7 @@
   {
     "id": "apify-content-analytics",
     "path": "skills/apify-content-analytics",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "apify-content-analytics",
     "description": "Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -582,7 +582,7 @@
   {
     "id": "apify-ecommerce",
     "path": "skills/apify-ecommerce",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "apify-ecommerce",
     "description": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...",
     "risk": "unknown",
@@ -592,7 +592,7 @@
   {
     "id": "apify-influencer-discovery",
     "path": "skills/apify-influencer-discovery",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-influencer-discovery",
     "description": "Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.",
     "risk": "unknown",
@@ -602,7 +602,7 @@
   {
     "id": "apify-lead-generation",
     "path": "skills/apify-lead-generation",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-lead-generation",
     "description": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...",
     "risk": "unknown",
@@ -612,7 +612,7 @@
   {
     "id": "apify-market-research",
     "path": "skills/apify-market-research",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "apify-market-research",
     "description": "Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.",
     "risk": "unknown",
@@ -622,7 +622,7 @@
   {
     "id": "apify-trend-analysis",
     "path": "skills/apify-trend-analysis",
-    "category": "content",
+    "category": "uncategorized",
     "name": "apify-trend-analysis",
     "description": "Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.",
     "risk": "unknown",
@@ -632,7 +632,7 @@
   {
     "id": "apify-ultimate-scraper",
     "path": "skills/apify-ultimate-scraper",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "apify-ultimate-scraper",
     "description": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...",
     "risk": "unknown",
@@ -642,7 +642,7 @@
   {
     "id": "app-builder",
     "path": "skills/app-builder",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "app-builder",
     "description": "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.",
     "risk": "unknown",
@@ -652,7 +652,7 @@
   {
     "id": "app-store-optimization",
     "path": "skills/app-store-optimization",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "app-store-optimization",
     "description": "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store",
     "risk": "unknown",
@@ -662,7 +662,7 @@
   {
     "id": "appdeploy",
     "path": "skills/appdeploy",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "appdeploy",
     "description": "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.",
     "risk": "safe",
@@ -672,7 +672,7 @@
   {
     "id": "application-performance-performance-optimization",
     "path": "skills/application-performance-performance-optimization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "application-performance-performance-optimization",
     "description": "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.",
     "risk": "unknown",
@@ -692,7 +692,7 @@
   {
     "id": "architecture",
     "path": "skills/architecture",
-    "category": "content",
+    "category": "uncategorized",
     "name": "architecture",
     "description": "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.",
     "risk": "unknown",
@@ -702,7 +702,7 @@
   {
     "id": "architecture-decision-records",
     "path": "skills/architecture-decision-records",
-    "category": "content",
+    "category": "uncategorized",
     "name": "architecture-decision-records",
     "description": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...",
     "risk": "unknown",
@@ -712,7 +712,7 @@
   {
     "id": "architecture-patterns",
     "path": "skills/architecture-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "architecture-patterns",
     "description": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...",
     "risk": "unknown",
@@ -722,7 +722,7 @@
   {
     "id": "arm-cortex-expert",
     "path": "skills/arm-cortex-expert",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "arm-cortex-expert",
     "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).",
     "risk": "unknown",
@@ -732,7 +732,7 @@
   {
     "id": "asana-automation",
     "path": "skills/asana-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "asana-automation",
     "description": "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -742,7 +742,7 @@
   {
     "id": "async-python-patterns",
     "path": "skills/async-python-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "async-python-patterns",
     "description": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...",
     "risk": "unknown",
@@ -752,7 +752,7 @@
   {
     "id": "attack-tree-construction",
     "path": "skills/attack-tree-construction",
-    "category": "security",
+    "category": "uncategorized",
     "name": "attack-tree-construction",
     "description": "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.",
     "risk": "unknown",
@@ -772,7 +772,7 @@
   {
     "id": "auth-implementation-patterns",
     "path": "skills/auth-implementation-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "auth-implementation-patterns",
     "description": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...",
     "risk": "unknown",
@@ -782,7 +782,7 @@
   {
     "id": "automate-whatsapp",
     "path": "skills/automate-whatsapp",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "automate-whatsapp",
     "description": "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...",
     "risk": "safe",
@@ -792,7 +792,7 @@
   {
     "id": "autonomous-agent-patterns",
     "path": "skills/autonomous-agent-patterns",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "autonomous-agent-patterns",
     "description": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...",
     "risk": "unknown",
@@ -802,7 +802,7 @@
   {
     "id": "autonomous-agents",
     "path": "skills/autonomous-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "autonomous-agents",
     "description": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...",
     "risk": "unknown",
@@ -812,7 +812,7 @@
   {
     "id": "avalonia-layout-zafiro",
     "path": "skills/avalonia-layout-zafiro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "avalonia-layout-zafiro",
     "description": "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.",
     "risk": "unknown",
@@ -822,7 +822,7 @@
   {
     "id": "avalonia-viewmodels-zafiro",
     "path": "skills/avalonia-viewmodels-zafiro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "avalonia-viewmodels-zafiro",
     "description": "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.",
     "risk": "unknown",
@@ -852,7 +852,7 @@
   {
     "id": "aws-cost-cleanup",
     "path": "skills/aws-cost-cleanup",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "aws-cost-cleanup",
     "description": "Automated cleanup of unused AWS resources to reduce costs",
     "risk": "safe",
@@ -862,7 +862,7 @@
   {
     "id": "aws-cost-optimizer",
     "path": "skills/aws-cost-optimizer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "aws-cost-optimizer",
     "description": "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer",
     "risk": "safe",
@@ -882,7 +882,7 @@
   {
     "id": "aws-penetration-testing",
     "path": "skills/aws-penetration-testing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...",
     "risk": "unknown",
@@ -912,7 +912,7 @@
   {
     "id": "aws-serverless",
     "path": "skills/aws-serverless",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-serverless",
     "description": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...",
     "risk": "unknown",
@@ -922,7 +922,7 @@
   {
     "id": "aws-skills",
     "path": "skills/aws-skills",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "aws-skills",
     "description": "AWS development with infrastructure automation and cloud architecture patterns",
     "risk": "safe",
@@ -932,7 +932,7 @@
   {
     "id": "azd-deployment",
     "path": "skills/azd-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azd-deployment",
     "description": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...",
     "risk": "unknown",
@@ -942,7 +942,7 @@
   {
     "id": "azure-ai-agents-persistent-dotnet",
     "path": "skills/azure-ai-agents-persistent-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-agents-persistent-dotnet",
     "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -952,7 +952,7 @@
   {
     "id": "azure-ai-agents-persistent-java",
     "path": "skills/azure-ai-agents-persistent-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-agents-persistent-java",
     "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
     "risk": "unknown",
@@ -962,7 +962,7 @@
   {
     "id": "azure-ai-anomalydetector-java",
     "path": "skills/azure-ai-anomalydetector-java",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-anomalydetector-java",
     "description": "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.",
     "risk": "unknown",
@@ -972,7 +972,7 @@
   {
     "id": "azure-ai-contentsafety-java",
     "path": "skills/azure-ai-contentsafety-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-java",
     "description": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...",
     "risk": "unknown",
@@ -982,7 +982,7 @@
   {
     "id": "azure-ai-contentsafety-py",
     "path": "skills/azure-ai-contentsafety-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-py",
     "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.",
     "risk": "unknown",
@@ -992,7 +992,7 @@
   {
     "id": "azure-ai-contentsafety-ts",
     "path": "skills/azure-ai-contentsafety-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentsafety-ts",
     "description": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...",
     "risk": "unknown",
@@ -1002,7 +1002,7 @@
   {
     "id": "azure-ai-contentunderstanding-py",
     "path": "skills/azure-ai-contentunderstanding-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-contentunderstanding-py",
     "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.",
     "risk": "unknown",
@@ -1012,7 +1012,7 @@
   {
     "id": "azure-ai-document-intelligence-dotnet",
     "path": "skills/azure-ai-document-intelligence-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-document-intelligence-dotnet",
     "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.",
     "risk": "unknown",
@@ -1022,7 +1022,7 @@
   {
     "id": "azure-ai-document-intelligence-ts",
     "path": "skills/azure-ai-document-intelligence-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-document-intelligence-ts",
     "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...",
     "risk": "unknown",
@@ -1032,7 +1032,7 @@
   {
     "id": "azure-ai-formrecognizer-java",
     "path": "skills/azure-ai-formrecognizer-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-formrecognizer-java",
     "description": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...",
     "risk": "unknown",
@@ -1042,7 +1042,7 @@
   {
     "id": "azure-ai-ml-py",
     "path": "skills/azure-ai-ml-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-ml-py",
     "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.",
     "risk": "unknown",
@@ -1052,7 +1052,7 @@
   {
     "id": "azure-ai-openai-dotnet",
     "path": "skills/azure-ai-openai-dotnet",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-openai-dotnet",
     "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.",
     "risk": "unknown",
@@ -1062,7 +1062,7 @@
   {
     "id": "azure-ai-projects-dotnet",
     "path": "skills/azure-ai-projects-dotnet",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-projects-dotnet",
     "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.",
     "risk": "unknown",
@@ -1072,7 +1072,7 @@
   {
     "id": "azure-ai-projects-java",
     "path": "skills/azure-ai-projects-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-projects-java",
     "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.",
     "risk": "unknown",
@@ -1082,7 +1082,7 @@
   {
     "id": "azure-ai-projects-py",
     "path": "skills/azure-ai-projects-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-projects-py",
     "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...",
     "risk": "unknown",
@@ -1092,7 +1092,7 @@
   {
     "id": "azure-ai-projects-ts",
     "path": "skills/azure-ai-projects-ts",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-ai-projects-ts",
     "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...",
     "risk": "unknown",
@@ -1102,7 +1102,7 @@
   {
     "id": "azure-ai-textanalytics-py",
     "path": "skills/azure-ai-textanalytics-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-textanalytics-py",
     "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.",
     "risk": "unknown",
@@ -1112,7 +1112,7 @@
   {
     "id": "azure-ai-transcription-py",
     "path": "skills/azure-ai-transcription-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-transcription-py",
     "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.",
     "risk": "unknown",
@@ -1122,7 +1122,7 @@
   {
     "id": "azure-ai-translation-document-py",
     "path": "skills/azure-ai-translation-document-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-translation-document-py",
     "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.",
     "risk": "unknown",
@@ -1132,7 +1132,7 @@
   {
     "id": "azure-ai-translation-text-py",
     "path": "skills/azure-ai-translation-text-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-translation-text-py",
     "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.",
     "risk": "unknown",
@@ -1142,7 +1142,7 @@
   {
     "id": "azure-ai-translation-ts",
     "path": "skills/azure-ai-translation-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-translation-ts",
     "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...",
     "risk": "unknown",
@@ -1152,7 +1152,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-java",
     "path": "skills/azure-ai-vision-imageanalysis-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-vision-imageanalysis-java",
     "description": "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.",
     "risk": "unknown",
@@ -1162,7 +1162,7 @@
   {
     "id": "azure-ai-vision-imageanalysis-py",
     "path": "skills/azure-ai-vision-imageanalysis-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-ai-vision-imageanalysis-py",
     "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.",
     "risk": "unknown",
@@ -1172,7 +1172,7 @@
   {
     "id": "azure-ai-voicelive-dotnet",
     "path": "skills/azure-ai-voicelive-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-dotnet",
     "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1182,7 +1182,7 @@
   {
     "id": "azure-ai-voicelive-java",
     "path": "skills/azure-ai-voicelive-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-java",
     "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.",
     "risk": "unknown",
@@ -1192,7 +1192,7 @@
   {
     "id": "azure-ai-voicelive-py",
     "path": "skills/azure-ai-voicelive-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-py",
     "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...",
     "risk": "unknown",
@@ -1202,7 +1202,7 @@
   {
     "id": "azure-ai-voicelive-ts",
     "path": "skills/azure-ai-voicelive-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-ai-voicelive-ts",
     "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.",
     "risk": "unknown",
@@ -1212,7 +1212,7 @@
   {
     "id": "azure-appconfiguration-java",
     "path": "skills/azure-appconfiguration-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-java",
     "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.",
     "risk": "unknown",
@@ -1222,7 +1222,7 @@
   {
     "id": "azure-appconfiguration-py",
     "path": "skills/azure-appconfiguration-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-py",
     "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.",
     "risk": "unknown",
@@ -1232,7 +1232,7 @@
   {
     "id": "azure-appconfiguration-ts",
     "path": "skills/azure-appconfiguration-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-appconfiguration-ts",
     "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...",
     "risk": "unknown",
@@ -1242,7 +1242,7 @@
   {
     "id": "azure-communication-callautomation-java",
     "path": "skills/azure-communication-callautomation-java",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "azure-communication-callautomation-java",
     "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...",
     "risk": "unknown",
@@ -1252,7 +1252,7 @@
   {
     "id": "azure-communication-callingserver-java",
     "path": "skills/azure-communication-callingserver-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-callingserver-java",
     "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...",
     "risk": "unknown",
@@ -1262,7 +1262,7 @@
   {
     "id": "azure-communication-chat-java",
     "path": "skills/azure-communication-chat-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-chat-java",
     "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...",
     "risk": "unknown",
@@ -1272,7 +1272,7 @@
   {
     "id": "azure-communication-common-java",
     "path": "skills/azure-communication-common-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-common-java",
     "description": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.",
     "risk": "unknown",
@@ -1282,7 +1282,7 @@
   {
     "id": "azure-communication-sms-java",
     "path": "skills/azure-communication-sms-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-communication-sms-java",
     "description": "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.",
     "risk": "unknown",
@@ -1292,7 +1292,7 @@
   {
     "id": "azure-compute-batch-java",
     "path": "skills/azure-compute-batch-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-compute-batch-java",
     "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.",
     "risk": "unknown",
@@ -1302,7 +1302,7 @@
   {
     "id": "azure-containerregistry-py",
     "path": "skills/azure-containerregistry-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-containerregistry-py",
     "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.",
     "risk": "unknown",
@@ -1312,7 +1312,7 @@
   {
     "id": "azure-cosmos-db-py",
     "path": "skills/azure-cosmos-db-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-db-py",
     "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...",
     "risk": "unknown",
@@ -1322,7 +1322,7 @@
   {
     "id": "azure-cosmos-java",
     "path": "skills/azure-cosmos-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-java",
     "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.",
     "risk": "unknown",
@@ -1332,7 +1332,7 @@
   {
     "id": "azure-cosmos-py",
     "path": "skills/azure-cosmos-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-py",
     "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1342,7 +1342,7 @@
   {
     "id": "azure-cosmos-rust",
     "path": "skills/azure-cosmos-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-cosmos-rust",
     "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
     "risk": "unknown",
@@ -1352,7 +1352,7 @@
   {
     "id": "azure-cosmos-ts",
     "path": "skills/azure-cosmos-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-cosmos-ts",
     "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.",
     "risk": "unknown",
@@ -1362,7 +1362,7 @@
   {
     "id": "azure-data-tables-java",
     "path": "skills/azure-data-tables-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-data-tables-java",
     "description": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...",
     "risk": "unknown",
@@ -1372,7 +1372,7 @@
   {
     "id": "azure-data-tables-py",
     "path": "skills/azure-data-tables-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-data-tables-py",
     "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.",
     "risk": "unknown",
@@ -1382,7 +1382,7 @@
   {
     "id": "azure-eventgrid-dotnet",
     "path": "skills/azure-eventgrid-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventgrid-dotnet",
     "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.",
     "risk": "unknown",
@@ -1392,7 +1392,7 @@
   {
     "id": "azure-eventgrid-java",
     "path": "skills/azure-eventgrid-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventgrid-java",
     "description": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.",
     "risk": "unknown",
@@ -1402,7 +1402,7 @@
   {
     "id": "azure-eventgrid-py",
     "path": "skills/azure-eventgrid-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-eventgrid-py",
     "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.",
     "risk": "unknown",
@@ -1412,7 +1412,7 @@
   {
     "id": "azure-eventhub-dotnet",
     "path": "skills/azure-eventhub-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-dotnet",
     "description": "Azure Event Hubs SDK for .NET.",
     "risk": "unknown",
@@ -1422,7 +1422,7 @@
   {
     "id": "azure-eventhub-java",
     "path": "skills/azure-eventhub-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-java",
     "description": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.",
     "risk": "unknown",
@@ -1432,7 +1432,7 @@
   {
     "id": "azure-eventhub-py",
     "path": "skills/azure-eventhub-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-py",
     "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.",
     "risk": "unknown",
@@ -1442,7 +1442,7 @@
   {
     "id": "azure-eventhub-rust",
     "path": "skills/azure-eventhub-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-eventhub-rust",
     "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.",
     "risk": "unknown",
@@ -1452,7 +1452,7 @@
   {
     "id": "azure-eventhub-ts",
     "path": "skills/azure-eventhub-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-eventhub-ts",
     "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...",
     "risk": "unknown",
@@ -1462,7 +1462,7 @@
   {
     "id": "azure-functions",
     "path": "skills/azure-functions",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-functions",
     "description": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...",
     "risk": "unknown",
@@ -1472,7 +1472,7 @@
   {
     "id": "azure-identity-dotnet",
     "path": "skills/azure-identity-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-dotnet",
     "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.",
     "risk": "unknown",
@@ -1482,7 +1482,7 @@
   {
     "id": "azure-identity-java",
     "path": "skills/azure-identity-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-java",
     "description": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...",
     "risk": "unknown",
@@ -1492,7 +1492,7 @@
   {
     "id": "azure-identity-py",
     "path": "skills/azure-identity-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-py",
     "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.",
     "risk": "unknown",
@@ -1502,7 +1502,7 @@
   {
     "id": "azure-identity-rust",
     "path": "skills/azure-identity-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-rust",
     "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.",
     "risk": "unknown",
@@ -1512,7 +1512,7 @@
   {
     "id": "azure-identity-ts",
     "path": "skills/azure-identity-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-identity-ts",
     "description": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...",
     "risk": "unknown",
@@ -1522,7 +1522,7 @@
   {
     "id": "azure-keyvault-certificates-rust",
     "path": "skills/azure-keyvault-certificates-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-certificates-rust",
     "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.",
     "risk": "unknown",
@@ -1532,7 +1532,7 @@
   {
     "id": "azure-keyvault-keys-rust",
     "path": "skills/azure-keyvault-keys-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-keys-rust",
     "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".",
     "risk": "unknown",
@@ -1542,7 +1542,7 @@
   {
     "id": "azure-keyvault-keys-ts",
     "path": "skills/azure-keyvault-keys-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-keyvault-keys-ts",
     "description": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.",
     "risk": "unknown",
@@ -1552,7 +1552,7 @@
   {
     "id": "azure-keyvault-py",
     "path": "skills/azure-keyvault-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-keyvault-py",
     "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.",
     "risk": "unknown",
@@ -1562,7 +1562,7 @@
   {
     "id": "azure-keyvault-secrets-rust",
     "path": "skills/azure-keyvault-secrets-rust",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-keyvault-secrets-rust",
     "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".",
     "risk": "unknown",
@@ -1572,7 +1572,7 @@
   {
     "id": "azure-keyvault-secrets-ts",
     "path": "skills/azure-keyvault-secrets-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-keyvault-secrets-ts",
     "description": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.",
     "risk": "unknown",
@@ -1582,7 +1582,7 @@
   {
     "id": "azure-maps-search-dotnet",
     "path": "skills/azure-maps-search-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-maps-search-dotnet",
     "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.",
     "risk": "unknown",
@@ -1592,7 +1592,7 @@
   {
     "id": "azure-messaging-webpubsub-java",
     "path": "skills/azure-messaging-webpubsub-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-messaging-webpubsub-java",
     "description": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.",
     "risk": "unknown",
@@ -1602,7 +1602,7 @@
   {
     "id": "azure-messaging-webpubsubservice-py",
     "path": "skills/azure-messaging-webpubsubservice-py",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-messaging-webpubsubservice-py",
     "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.",
     "risk": "unknown",
@@ -1612,7 +1612,7 @@
   {
     "id": "azure-mgmt-apicenter-dotnet",
     "path": "skills/azure-mgmt-apicenter-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apicenter-dotnet",
     "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.",
     "risk": "unknown",
@@ -1622,7 +1622,7 @@
   {
     "id": "azure-mgmt-apicenter-py",
     "path": "skills/azure-mgmt-apicenter-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apicenter-py",
     "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.",
     "risk": "unknown",
@@ -1632,7 +1632,7 @@
   {
     "id": "azure-mgmt-apimanagement-dotnet",
     "path": "skills/azure-mgmt-apimanagement-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apimanagement-dotnet",
     "description": "Azure Resource Manager SDK for API Management in .NET.",
     "risk": "unknown",
@@ -1642,7 +1642,7 @@
   {
     "id": "azure-mgmt-apimanagement-py",
     "path": "skills/azure-mgmt-apimanagement-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-apimanagement-py",
     "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.",
     "risk": "unknown",
@@ -1652,7 +1652,7 @@
   {
     "id": "azure-mgmt-applicationinsights-dotnet",
     "path": "skills/azure-mgmt-applicationinsights-dotnet",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "azure-mgmt-applicationinsights-dotnet",
     "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.",
     "risk": "unknown",
@@ -1662,7 +1662,7 @@
   {
     "id": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-arizeaiobservabilityeval-dotnet",
     "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).",
     "risk": "unknown",
@@ -1672,7 +1672,7 @@
   {
     "id": "azure-mgmt-botservice-dotnet",
     "path": "skills/azure-mgmt-botservice-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-botservice-dotnet",
     "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.",
     "risk": "unknown",
@@ -1682,7 +1682,7 @@
   {
     "id": "azure-mgmt-botservice-py",
     "path": "skills/azure-mgmt-botservice-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-botservice-py",
     "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.",
     "risk": "unknown",
@@ -1692,7 +1692,7 @@
   {
     "id": "azure-mgmt-fabric-dotnet",
     "path": "skills/azure-mgmt-fabric-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-fabric-dotnet",
     "description": "Azure Resource Manager SDK for Fabric in .NET.",
     "risk": "unknown",
@@ -1702,7 +1702,7 @@
   {
     "id": "azure-mgmt-fabric-py",
     "path": "skills/azure-mgmt-fabric-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-fabric-py",
     "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.",
     "risk": "unknown",
@@ -1712,7 +1712,7 @@
   {
     "id": "azure-mgmt-mongodbatlas-dotnet",
     "path": "skills/azure-mgmt-mongodbatlas-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-mongodbatlas-dotnet",
     "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...",
     "risk": "unknown",
@@ -1722,7 +1722,7 @@
   {
     "id": "azure-mgmt-weightsandbiases-dotnet",
     "path": "skills/azure-mgmt-weightsandbiases-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-mgmt-weightsandbiases-dotnet",
     "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.",
     "risk": "unknown",
@@ -1732,7 +1732,7 @@
   {
     "id": "azure-microsoft-playwright-testing-ts",
     "path": "skills/azure-microsoft-playwright-testing-ts",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "azure-microsoft-playwright-testing-ts",
     "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...",
     "risk": "unknown",
@@ -1742,7 +1742,7 @@
   {
     "id": "azure-monitor-ingestion-java",
     "path": "skills/azure-monitor-ingestion-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-ingestion-java",
     "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).",
     "risk": "unknown",
@@ -1752,7 +1752,7 @@
   {
     "id": "azure-monitor-ingestion-py",
     "path": "skills/azure-monitor-ingestion-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-ingestion-py",
     "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.",
     "risk": "unknown",
@@ -1762,7 +1762,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-java",
     "path": "skills/azure-monitor-opentelemetry-exporter-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-exporter-java",
     "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.",
     "risk": "unknown",
@@ -1772,7 +1772,7 @@
   {
     "id": "azure-monitor-opentelemetry-exporter-py",
     "path": "skills/azure-monitor-opentelemetry-exporter-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-exporter-py",
     "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.",
     "risk": "unknown",
@@ -1782,7 +1782,7 @@
   {
     "id": "azure-monitor-opentelemetry-py",
     "path": "skills/azure-monitor-opentelemetry-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-py",
     "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.",
     "risk": "unknown",
@@ -1792,7 +1792,7 @@
   {
     "id": "azure-monitor-opentelemetry-ts",
     "path": "skills/azure-monitor-opentelemetry-ts",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-monitor-opentelemetry-ts",
     "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...",
     "risk": "unknown",
@@ -1802,7 +1802,7 @@
   {
     "id": "azure-monitor-query-java",
     "path": "skills/azure-monitor-query-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-query-java",
     "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.",
     "risk": "unknown",
@@ -1812,7 +1812,7 @@
   {
     "id": "azure-monitor-query-py",
     "path": "skills/azure-monitor-query-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-monitor-query-py",
     "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.",
     "risk": "unknown",
@@ -1822,7 +1822,7 @@
   {
     "id": "azure-postgres-ts",
     "path": "skills/azure-postgres-ts",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-postgres-ts",
     "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.",
     "risk": "unknown",
@@ -1832,7 +1832,7 @@
   {
     "id": "azure-resource-manager-cosmosdb-dotnet",
     "path": "skills/azure-resource-manager-cosmosdb-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-cosmosdb-dotnet",
     "description": "Azure Resource Manager SDK for Cosmos DB in .NET.",
     "risk": "unknown",
@@ -1842,7 +1842,7 @@
   {
     "id": "azure-resource-manager-durabletask-dotnet",
     "path": "skills/azure-resource-manager-durabletask-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-durabletask-dotnet",
     "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.",
     "risk": "unknown",
@@ -1852,7 +1852,7 @@
   {
     "id": "azure-resource-manager-mysql-dotnet",
     "path": "skills/azure-resource-manager-mysql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-mysql-dotnet",
     "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1862,7 +1862,7 @@
   {
     "id": "azure-resource-manager-playwright-dotnet",
     "path": "skills/azure-resource-manager-playwright-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-playwright-dotnet",
     "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.",
     "risk": "unknown",
@@ -1872,7 +1872,7 @@
   {
     "id": "azure-resource-manager-postgresql-dotnet",
     "path": "skills/azure-resource-manager-postgresql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-postgresql-dotnet",
     "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.",
     "risk": "unknown",
@@ -1882,7 +1882,7 @@
   {
     "id": "azure-resource-manager-redis-dotnet",
     "path": "skills/azure-resource-manager-redis-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-redis-dotnet",
     "description": "Azure Resource Manager SDK for Redis in .NET.",
     "risk": "unknown",
@@ -1892,7 +1892,7 @@
   {
     "id": "azure-resource-manager-sql-dotnet",
     "path": "skills/azure-resource-manager-sql-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-resource-manager-sql-dotnet",
     "description": "Azure Resource Manager SDK for Azure SQL in .NET.",
     "risk": "unknown",
@@ -1902,7 +1902,7 @@
   {
     "id": "azure-search-documents-dotnet",
     "path": "skills/azure-search-documents-dotnet",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-dotnet",
     "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.",
     "risk": "unknown",
@@ -1912,7 +1912,7 @@
   {
     "id": "azure-search-documents-py",
     "path": "skills/azure-search-documents-py",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-py",
     "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.",
     "risk": "unknown",
@@ -1922,7 +1922,7 @@
   {
     "id": "azure-search-documents-ts",
     "path": "skills/azure-search-documents-ts",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "azure-search-documents-ts",
     "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...",
     "risk": "unknown",
@@ -1932,7 +1932,7 @@
   {
     "id": "azure-security-keyvault-keys-dotnet",
     "path": "skills/azure-security-keyvault-keys-dotnet",
-    "category": "security",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-keys-dotnet",
     "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.",
     "risk": "unknown",
@@ -1942,7 +1942,7 @@
   {
     "id": "azure-security-keyvault-keys-java",
     "path": "skills/azure-security-keyvault-keys-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-keys-java",
     "description": "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.",
     "risk": "unknown",
@@ -1952,7 +1952,7 @@
   {
     "id": "azure-security-keyvault-secrets-java",
     "path": "skills/azure-security-keyvault-secrets-java",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-security-keyvault-secrets-java",
     "description": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.",
     "risk": "unknown",
@@ -1962,7 +1962,7 @@
   {
     "id": "azure-servicebus-dotnet",
     "path": "skills/azure-servicebus-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-servicebus-dotnet",
     "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.",
     "risk": "unknown",
@@ -1972,7 +1972,7 @@
   {
     "id": "azure-servicebus-py",
     "path": "skills/azure-servicebus-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-servicebus-py",
     "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.",
     "risk": "unknown",
@@ -1982,7 +1982,7 @@
   {
     "id": "azure-servicebus-ts",
     "path": "skills/azure-servicebus-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-servicebus-ts",
     "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...",
     "risk": "unknown",
@@ -1992,7 +1992,7 @@
   {
     "id": "azure-speech-to-text-rest-py",
     "path": "skills/azure-speech-to-text-rest-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "azure-speech-to-text-rest-py",
     "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.",
     "risk": "unknown",
@@ -2002,7 +2002,7 @@
   {
     "id": "azure-storage-blob-java",
     "path": "skills/azure-storage-blob-java",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-java",
     "description": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...",
     "risk": "unknown",
@@ -2012,7 +2012,7 @@
   {
     "id": "azure-storage-blob-py",
     "path": "skills/azure-storage-blob-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-py",
     "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.",
     "risk": "unknown",
@@ -2022,7 +2022,7 @@
   {
     "id": "azure-storage-blob-rust",
     "path": "skills/azure-storage-blob-rust",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-blob-rust",
     "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.",
     "risk": "unknown",
@@ -2032,7 +2032,7 @@
   {
     "id": "azure-storage-blob-ts",
     "path": "skills/azure-storage-blob-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-blob-ts",
     "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.",
     "risk": "unknown",
@@ -2042,7 +2042,7 @@
   {
     "id": "azure-storage-file-datalake-py",
     "path": "skills/azure-storage-file-datalake-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-file-datalake-py",
     "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.",
     "risk": "unknown",
@@ -2052,7 +2052,7 @@
   {
     "id": "azure-storage-file-share-py",
     "path": "skills/azure-storage-file-share-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-file-share-py",
     "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.",
     "risk": "unknown",
@@ -2062,7 +2062,7 @@
   {
     "id": "azure-storage-file-share-ts",
     "path": "skills/azure-storage-file-share-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-file-share-ts",
     "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.",
     "risk": "unknown",
@@ -2072,7 +2072,7 @@
   {
     "id": "azure-storage-queue-py",
     "path": "skills/azure-storage-queue-py",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "azure-storage-queue-py",
     "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.",
     "risk": "unknown",
@@ -2082,7 +2082,7 @@
   {
     "id": "azure-storage-queue-ts",
     "path": "skills/azure-storage-queue-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-storage-queue-ts",
     "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.",
     "risk": "unknown",
@@ -2092,7 +2092,7 @@
   {
     "id": "azure-web-pubsub-ts",
     "path": "skills/azure-web-pubsub-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "azure-web-pubsub-ts",
     "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...",
     "risk": "unknown",
@@ -2102,7 +2102,7 @@
   {
     "id": "backend-architect",
     "path": "skills/backend-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-architect",
     "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.",
     "risk": "unknown",
@@ -2112,7 +2112,7 @@
   {
     "id": "backend-dev-guidelines",
     "path": "skills/backend-dev-guidelines",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-dev-guidelines",
     "description": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...",
     "risk": "unknown",
@@ -2122,7 +2122,7 @@
   {
     "id": "backend-development-feature-development",
     "path": "skills/backend-development-feature-development",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "backend-development-feature-development",
     "description": "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.",
     "risk": "unknown",
@@ -2132,7 +2132,7 @@
   {
     "id": "backend-security-coder",
     "path": "skills/backend-security-coder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "backend-security-coder",
     "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.",
     "risk": "unknown",
@@ -2142,7 +2142,7 @@
   {
     "id": "backtesting-frameworks",
     "path": "skills/backtesting-frameworks",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "backtesting-frameworks",
     "description": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...",
     "risk": "unknown",
@@ -2152,7 +2152,7 @@
   {
     "id": "bamboohr-automation",
     "path": "skills/bamboohr-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bamboohr-automation",
     "description": "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2172,7 +2172,7 @@
   {
     "id": "basecamp-automation",
     "path": "skills/basecamp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "basecamp-automation",
     "description": "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2182,7 +2182,7 @@
   {
     "id": "bash-defensive-patterns",
     "path": "skills/bash-defensive-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "bash-defensive-patterns",
     "description": "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.",
     "risk": "unknown",
@@ -2192,7 +2192,7 @@
   {
     "id": "bash-linux",
     "path": "skills/bash-linux",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bash-linux",
     "description": "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.",
     "risk": "unknown",
@@ -2202,7 +2202,7 @@
   {
     "id": "bash-pro",
     "path": "skills/bash-pro",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bash-pro",
     "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n",
     "risk": "unknown",
@@ -2222,7 +2222,7 @@
   {
     "id": "bats-testing-patterns",
     "path": "skills/bats-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "bats-testing-patterns",
     "description": "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.",
     "risk": "unknown",
@@ -2232,7 +2232,7 @@
   {
     "id": "bazel-build-optimization",
     "path": "skills/bazel-build-optimization",
-    "category": "database",
+    "category": "uncategorized",
     "name": "bazel-build-optimization",
     "description": "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.",
     "risk": "unknown",
@@ -2242,7 +2242,7 @@
   {
     "id": "beautiful-prose",
     "path": "skills/beautiful-prose",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "beautiful-prose",
     "description": "Hard-edged writing style contract for timeless, forceful English prose without AI tics",
     "risk": "safe",
@@ -2252,7 +2252,7 @@
   {
     "id": "behavioral-modes",
     "path": "skills/behavioral-modes",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "behavioral-modes",
     "description": "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.",
     "risk": "unknown",
@@ -2262,7 +2262,7 @@
   {
     "id": "bevy-ecs-expert",
     "path": "skills/bevy-ecs-expert",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "bevy-ecs-expert",
     "description": "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.",
     "risk": "safe",
@@ -2272,7 +2272,7 @@
   {
     "id": "billing-automation",
     "path": "skills/billing-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "billing-automation",
     "description": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...",
     "risk": "unknown",
@@ -2282,7 +2282,7 @@
   {
     "id": "binary-analysis-patterns",
     "path": "skills/binary-analysis-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "binary-analysis-patterns",
     "description": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...",
     "risk": "unknown",
@@ -2292,7 +2292,7 @@
   {
     "id": "bitbucket-automation",
     "path": "skills/bitbucket-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "bitbucket-automation",
     "description": "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2302,7 +2302,7 @@
   {
     "id": "blockchain-developer",
     "path": "skills/blockchain-developer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "blockchain-developer",
     "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.",
     "risk": "unknown",
@@ -2312,7 +2312,7 @@
   {
     "id": "blockrun",
     "path": "skills/blockrun",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "blockrun",
     "description": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...",
     "risk": "unknown",
@@ -2322,7 +2322,7 @@
   {
     "id": "box-automation",
     "path": "skills/box-automation",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "box-automation",
     "description": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...",
     "risk": "unknown",
@@ -2332,7 +2332,7 @@
   {
     "id": "brainstorming",
     "path": "skills/brainstorming",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brainstorming",
     "description": "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.",
     "risk": "unknown",
@@ -2342,7 +2342,7 @@
   {
     "id": "brand-guidelines-anthropic",
     "path": "skills/brand-guidelines-anthropic",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brand-guidelines-anthropic",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2352,7 +2352,7 @@
   {
     "id": "brand-guidelines-community",
     "path": "skills/brand-guidelines-community",
-    "category": "database",
+    "category": "uncategorized",
     "name": "brand-guidelines-community",
     "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...",
     "risk": "unknown",
@@ -2362,7 +2362,7 @@
   {
     "id": "brevo-automation",
     "path": "skills/brevo-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "brevo-automation",
     "description": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...",
     "risk": "unknown",
@@ -2372,7 +2372,7 @@
   {
     "id": "broken-authentication",
     "path": "skills/broken-authentication",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "broken-authentication",
     "description": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...",
     "risk": "unknown",
@@ -2382,7 +2382,7 @@
   {
     "id": "browser-automation",
     "path": "skills/browser-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "browser-automation",
     "description": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...",
     "risk": "unknown",
@@ -2392,7 +2392,7 @@
   {
     "id": "browser-extension-builder",
     "path": "skills/browser-extension-builder",
-    "category": "content",
+    "category": "uncategorized",
     "name": "browser-extension-builder",
     "description": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...",
     "risk": "unknown",
@@ -2402,7 +2402,7 @@
   {
     "id": "bullmq-specialist",
     "path": "skills/bullmq-specialist",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "bullmq-specialist",
     "description": "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.",
     "risk": "unknown",
@@ -2412,7 +2412,7 @@
   {
     "id": "bun-development",
     "path": "skills/bun-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "bun-development",
     "description": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...",
     "risk": "unknown",
@@ -2422,7 +2422,7 @@
   {
     "id": "burp-suite-testing",
     "path": "skills/burp-suite-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "burp-suite-testing",
     "description": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...",
     "risk": "unknown",
@@ -2432,7 +2432,7 @@
   {
     "id": "business-analyst",
     "path": "skills/business-analyst",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "business-analyst",
     "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.",
     "risk": "unknown",
@@ -2462,7 +2462,7 @@
   {
     "id": "c4-architecture-c4-architecture",
     "path": "skills/c4-architecture-c4-architecture",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-architecture-c4-architecture",
     "description": "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.",
     "risk": "unknown",
@@ -2472,7 +2472,7 @@
   {
     "id": "c4-code",
     "path": "skills/c4-code",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-code",
     "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.",
     "risk": "unknown",
@@ -2482,7 +2482,7 @@
   {
     "id": "c4-component",
     "path": "skills/c4-component",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "c4-component",
     "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.",
     "risk": "unknown",
@@ -2492,7 +2492,7 @@
   {
     "id": "c4-container",
     "path": "skills/c4-container",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "c4-container",
     "description": "Expert C4 Container-level documentation specialist.",
     "risk": "unknown",
@@ -2502,7 +2502,7 @@
   {
     "id": "c4-context",
     "path": "skills/c4-context",
-    "category": "content",
+    "category": "uncategorized",
     "name": "c4-context",
     "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.",
     "risk": "unknown",
@@ -2512,7 +2512,7 @@
   {
     "id": "cal-com-automation",
     "path": "skills/cal-com-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "cal-com-automation",
     "description": "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2532,7 +2532,7 @@
   {
     "id": "calendly-automation",
     "path": "skills/calendly-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "calendly-automation",
     "description": "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2542,7 +2542,7 @@
   {
     "id": "canva-automation",
     "path": "skills/canva-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "canva-automation",
     "description": "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2552,7 +2552,7 @@
   {
     "id": "canvas-design",
     "path": "skills/canvas-design",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "canvas-design",
     "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...",
     "risk": "unknown",
@@ -2562,7 +2562,7 @@
   {
     "id": "carrier-relationship-management",
     "path": "skills/carrier-relationship-management",
-    "category": "database",
+    "category": "uncategorized",
     "name": "carrier-relationship-management",
     "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.",
     "risk": "safe",
@@ -2572,7 +2572,7 @@
   {
     "id": "cc-skill-backend-patterns",
     "path": "skills/cc-skill-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cc-skill-backend-patterns",
     "description": "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.",
     "risk": "unknown",
@@ -2582,7 +2582,7 @@
   {
     "id": "cc-skill-clickhouse-io",
     "path": "skills/cc-skill-clickhouse-io",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cc-skill-clickhouse-io",
     "description": "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.",
     "risk": "unknown",
@@ -2592,7 +2592,7 @@
   {
     "id": "cc-skill-coding-standards",
     "path": "skills/cc-skill-coding-standards",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "cc-skill-coding-standards",
     "description": "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.",
     "risk": "unknown",
@@ -2612,7 +2612,7 @@
   {
     "id": "cc-skill-frontend-patterns",
     "path": "skills/cc-skill-frontend-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "cc-skill-frontend-patterns",
     "description": "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.",
     "risk": "unknown",
@@ -2632,7 +2632,7 @@
   {
     "id": "cc-skill-security-review",
     "path": "skills/cc-skill-security-review",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cc-skill-security-review",
     "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...",
     "risk": "unknown",
@@ -2652,7 +2652,7 @@
   {
     "id": "cdk-patterns",
     "path": "skills/cdk-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "cdk-patterns",
     "description": "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.",
     "risk": "unknown",
@@ -2662,7 +2662,7 @@
   {
     "id": "changelog-automation",
     "path": "skills/changelog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "changelog-automation",
     "description": "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.",
     "risk": "unknown",
@@ -2672,7 +2672,7 @@
   {
     "id": "chrome-extension-developer",
     "path": "skills/chrome-extension-developer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "chrome-extension-developer",
     "description": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.",
     "risk": "safe",
@@ -2682,7 +2682,7 @@
   {
     "id": "cicd-automation-workflow-automate",
     "path": "skills/cicd-automation-workflow-automate",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "cicd-automation-workflow-automate",
     "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...",
     "risk": "unknown",
@@ -2692,7 +2692,7 @@
   {
     "id": "circleci-automation",
     "path": "skills/circleci-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "circleci-automation",
     "description": "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2702,7 +2702,7 @@
   {
     "id": "clarity-gate",
     "path": "skills/clarity-gate",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "clarity-gate",
     "description": "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow",
     "risk": "safe",
@@ -2712,7 +2712,7 @@
   {
     "id": "claude-ally-health",
     "path": "skills/claude-ally-health",
-    "category": "database",
+    "category": "uncategorized",
     "name": "claude-ally-health",
     "description": "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.",
     "risk": "safe",
@@ -2732,7 +2732,7 @@
   {
     "id": "claude-d3js-skill",
     "path": "skills/claude-d3js-skill",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "claude-d3js-skill",
     "description": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...",
     "risk": "unknown",
@@ -2772,7 +2772,7 @@
   {
     "id": "clean-code",
     "path": "skills/clean-code",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "clean-code",
     "description": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...",
     "risk": "safe",
@@ -2782,7 +2782,7 @@
   {
     "id": "clerk-auth",
     "path": "skills/clerk-auth",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "clerk-auth",
     "description": "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.",
     "risk": "unknown",
@@ -2792,7 +2792,7 @@
   {
     "id": "clickup-automation",
     "path": "skills/clickup-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "clickup-automation",
     "description": "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2802,7 +2802,7 @@
   {
     "id": "close-automation",
     "path": "skills/close-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "close-automation",
     "description": "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2812,7 +2812,7 @@
   {
     "id": "cloud-architect",
     "path": "skills/cloud-architect",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloud-architect",
     "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.",
     "risk": "unknown",
@@ -2832,7 +2832,7 @@
   {
     "id": "cloud-penetration-testing",
     "path": "skills/cloud-penetration-testing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloud-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...",
     "risk": "unknown",
@@ -2842,7 +2842,7 @@
   {
     "id": "cloudflare-workers-expert",
     "path": "skills/cloudflare-workers-expert",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloudflare-workers-expert",
     "description": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.",
     "risk": "safe",
@@ -2852,7 +2852,7 @@
   {
     "id": "cloudformation-best-practices",
     "path": "skills/cloudformation-best-practices",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cloudformation-best-practices",
     "description": "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.",
     "risk": "unknown",
@@ -2862,7 +2862,7 @@
   {
     "id": "coda-automation",
     "path": "skills/coda-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "coda-automation",
     "description": "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -2872,7 +2872,7 @@
   {
     "id": "code-documentation-code-explain",
     "path": "skills/code-documentation-code-explain",
-    "category": "content",
+    "category": "uncategorized",
     "name": "code-documentation-code-explain",
     "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...",
     "risk": "unknown",
@@ -2882,7 +2882,7 @@
   {
     "id": "code-documentation-doc-generate",
     "path": "skills/code-documentation-doc-generate",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "code-documentation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -2892,7 +2892,7 @@
   {
     "id": "code-refactoring-context-restore",
     "path": "skills/code-refactoring-context-restore",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "code-refactoring-context-restore",
     "description": "Use when working with code refactoring context restore",
     "risk": "unknown",
@@ -2922,7 +2922,7 @@
   {
     "id": "code-review-ai-ai-review",
     "path": "skills/code-review-ai-ai-review",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "code-review-ai-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -2932,7 +2932,7 @@
   {
     "id": "code-review-checklist",
     "path": "skills/code-review-checklist",
-    "category": "security",
+    "category": "uncategorized",
     "name": "code-review-checklist",
     "description": "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability",
     "risk": "unknown",
@@ -2942,7 +2942,7 @@
   {
     "id": "code-review-excellence",
     "path": "skills/code-review-excellence",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "code-review-excellence",
     "description": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...",
     "risk": "unknown",
@@ -2952,7 +2952,7 @@
   {
     "id": "code-reviewer",
     "path": "skills/code-reviewer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "code-reviewer",
     "description": "Elite code review expert specializing in modern AI-powered code",
     "risk": "unknown",
@@ -2962,7 +2962,7 @@
   {
     "id": "codebase-cleanup-deps-audit",
     "path": "skills/codebase-cleanup-deps-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "codebase-cleanup-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -2992,7 +2992,7 @@
   {
     "id": "codex-review",
     "path": "skills/codex-review",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "codex-review",
     "description": "Professional code review with auto CHANGELOG generation, integrated with Codex AI",
     "risk": "unknown",
@@ -3002,7 +3002,7 @@
   {
     "id": "commit",
     "path": "skills/commit",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "commit",
     "description": "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...",
     "risk": "safe",
@@ -3012,7 +3012,7 @@
   {
     "id": "competitive-landscape",
     "path": "skills/competitive-landscape",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "competitive-landscape",
     "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...",
     "risk": "unknown",
@@ -3022,7 +3022,7 @@
   {
     "id": "competitor-alternatives",
     "path": "skills/competitor-alternatives",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "competitor-alternatives",
     "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...",
     "risk": "unknown",
@@ -3042,7 +3042,7 @@
   {
     "id": "comprehensive-review-pr-enhance",
     "path": "skills/comprehensive-review-pr-enhance",
-    "category": "content",
+    "category": "uncategorized",
     "name": "comprehensive-review-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...",
     "risk": "unknown",
@@ -3052,7 +3052,7 @@
   {
     "id": "computer-use-agents",
     "path": "skills/computer-use-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "computer-use-agents",
     "description": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...",
     "risk": "unknown",
@@ -3062,7 +3062,7 @@
   {
     "id": "computer-vision-expert",
     "path": "skills/computer-vision-expert",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "computer-vision-expert",
     "description": "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.",
     "risk": "unknown",
@@ -3082,7 +3082,7 @@
   {
     "id": "conductor-implement",
     "path": "skills/conductor-implement",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "conductor-implement",
     "description": "Execute tasks from a track's implementation plan following TDD workflow",
     "risk": "unknown",
@@ -3092,7 +3092,7 @@
   {
     "id": "conductor-manage",
     "path": "skills/conductor-manage",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "conductor-manage",
     "description": "Manage track lifecycle: archive, restore, delete, rename, and cleanup",
     "risk": "unknown",
@@ -3112,7 +3112,7 @@
   {
     "id": "conductor-revert",
     "path": "skills/conductor-revert",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "conductor-revert",
     "description": "Git-aware undo by logical work unit (track, phase, or task)",
     "risk": "unknown",
@@ -3122,7 +3122,7 @@
   {
     "id": "conductor-setup",
     "path": "skills/conductor-setup",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "conductor-setup",
     "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n",
     "risk": "unknown",
@@ -3152,7 +3152,7 @@
   {
     "id": "confluence-automation",
     "path": "skills/confluence-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "confluence-automation",
     "description": "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3172,7 +3172,7 @@
   {
     "id": "content-marketer",
     "path": "skills/content-marketer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "content-marketer",
     "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.",
     "risk": "unknown",
@@ -3182,7 +3182,7 @@
   {
     "id": "context-compression",
     "path": "skills/context-compression",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "context-compression",
     "description": "Design and evaluate compression strategies for long-running sessions",
     "risk": "safe",
@@ -3192,7 +3192,7 @@
   {
     "id": "context-degradation",
     "path": "skills/context-degradation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "context-degradation",
     "description": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash",
     "risk": "safe",
@@ -3202,7 +3202,7 @@
   {
     "id": "context-driven-development",
     "path": "skills/context-driven-development",
-    "category": "content",
+    "category": "uncategorized",
     "name": "context-driven-development",
     "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...",
     "risk": "unknown",
@@ -3222,7 +3222,7 @@
   {
     "id": "context-management-context-restore",
     "path": "skills/context-management-context-restore",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "context-management-context-restore",
     "description": "Use when working with context management context restore",
     "risk": "unknown",
@@ -3242,7 +3242,7 @@
   {
     "id": "context-manager",
     "path": "skills/context-manager",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "context-manager",
     "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.",
     "risk": "unknown",
@@ -3252,7 +3252,7 @@
   {
     "id": "context-optimization",
     "path": "skills/context-optimization",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "context-optimization",
     "description": "Apply compaction, masking, and caching strategies",
     "risk": "safe",
@@ -3262,7 +3262,7 @@
   {
     "id": "context-window-management",
     "path": "skills/context-window-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "context-window-management",
     "description": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...",
     "risk": "unknown",
@@ -3272,7 +3272,7 @@
   {
     "id": "context7-auto-research",
     "path": "skills/context7-auto-research",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "context7-auto-research",
     "description": "Automatically fetch latest library/framework documentation for Claude Code via Context7 API",
     "risk": "unknown",
@@ -3282,7 +3282,7 @@
   {
     "id": "conversation-memory",
     "path": "skills/conversation-memory",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "conversation-memory",
     "description": "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.",
     "risk": "unknown",
@@ -3292,7 +3292,7 @@
   {
     "id": "convertkit-automation",
     "path": "skills/convertkit-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "convertkit-automation",
     "description": "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3302,7 +3302,7 @@
   {
     "id": "convex",
     "path": "skills/convex",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "convex",
     "description": "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.",
     "risk": "safe",
@@ -3312,7 +3312,7 @@
   {
     "id": "copilot-sdk",
     "path": "skills/copilot-sdk",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "copilot-sdk",
     "description": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...",
     "risk": "unknown",
@@ -3332,7 +3332,7 @@
   {
     "id": "copywriting",
     "path": "skills/copywriting",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "copywriting",
     "description": "Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.",
     "risk": "unknown",
@@ -3342,7 +3342,7 @@
   {
     "id": "core-components",
     "path": "skills/core-components",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "core-components",
     "description": "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.",
     "risk": "unknown",
@@ -3352,7 +3352,7 @@
   {
     "id": "cost-optimization",
     "path": "skills/cost-optimization",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "cost-optimization",
     "description": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...",
     "risk": "unknown",
@@ -3362,7 +3362,7 @@
   {
     "id": "cpp-pro",
     "path": "skills/cpp-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cpp-pro",
     "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.",
     "risk": "unknown",
@@ -3372,7 +3372,7 @@
   {
     "id": "cqrs-implementation",
     "path": "skills/cqrs-implementation",
-    "category": "database",
+    "category": "uncategorized",
     "name": "cqrs-implementation",
     "description": "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.",
     "risk": "unknown",
@@ -3382,7 +3382,7 @@
   {
     "id": "create-pr",
     "path": "skills/create-pr",
-    "category": "content",
+    "category": "uncategorized",
     "name": "create-pr",
     "description": "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.",
     "risk": "safe",
@@ -3392,7 +3392,7 @@
   {
     "id": "crewai",
     "path": "skills/crewai",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "crewai",
     "description": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...",
     "risk": "unknown",
@@ -3402,7 +3402,7 @@
   {
     "id": "crypto-bd-agent",
     "path": "skills/crypto-bd-agent",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "crypto-bd-agent",
     "description": "Autonomous crypto business development patterns \u2014 multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...",
     "risk": "safe",
@@ -3412,7 +3412,7 @@
   {
     "id": "csharp-pro",
     "path": "skills/csharp-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "csharp-pro",
     "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.",
     "risk": "unknown",
@@ -3422,7 +3422,7 @@
   {
     "id": "culture-index",
     "path": "skills/culture-index",
-    "category": "database",
+    "category": "uncategorized",
     "name": "culture-index",
     "description": "Index and search culture documentation",
     "risk": "safe",
@@ -3432,7 +3432,7 @@
   {
     "id": "customer-support",
     "path": "skills/customer-support",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "customer-support",
     "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.",
     "risk": "unknown",
@@ -3442,7 +3442,7 @@
   {
     "id": "customs-trade-compliance",
     "path": "skills/customs-trade-compliance",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "customs-trade-compliance",
     "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.",
     "risk": "safe",
@@ -3452,7 +3452,7 @@
   {
     "id": "daily-news-report",
     "path": "skills/daily-news-report",
-    "category": "content",
+    "category": "uncategorized",
     "name": "daily-news-report",
     "description": "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.",
     "risk": "unknown",
@@ -3462,7 +3462,7 @@
   {
     "id": "data-engineer",
     "path": "skills/data-engineer",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "data-engineer",
     "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.",
     "risk": "unknown",
@@ -3472,7 +3472,7 @@
   {
     "id": "data-engineering-data-driven-feature",
     "path": "skills/data-engineering-data-driven-feature",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "data-engineering-data-driven-feature",
     "description": "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.",
     "risk": "unknown",
@@ -3482,7 +3482,7 @@
   {
     "id": "data-engineering-data-pipeline",
     "path": "skills/data-engineering-data-pipeline",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-engineering-data-pipeline",
     "description": "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.",
     "risk": "unknown",
@@ -3492,7 +3492,7 @@
   {
     "id": "data-quality-frameworks",
     "path": "skills/data-quality-frameworks",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-quality-frameworks",
     "description": "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.",
     "risk": "unknown",
@@ -3502,7 +3502,7 @@
   {
     "id": "data-scientist",
     "path": "skills/data-scientist",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-scientist",
     "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.",
     "risk": "unknown",
@@ -3512,7 +3512,7 @@
   {
     "id": "data-storytelling",
     "path": "skills/data-storytelling",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-storytelling",
     "description": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...",
     "risk": "unknown",
@@ -3522,7 +3522,7 @@
   {
     "id": "data-structure-protocol",
     "path": "skills/data-structure-protocol",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "data-structure-protocol",
     "description": "Give agents persistent structural memory of a codebase \u2014 navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.",
     "risk": "safe",
@@ -3542,7 +3542,7 @@
   {
     "id": "database-admin",
     "path": "skills/database-admin",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "database-admin",
     "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.",
     "risk": "unknown",
@@ -3552,7 +3552,7 @@
   {
     "id": "database-architect",
     "path": "skills/database-architect",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-architect",
     "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.",
     "risk": "unknown",
@@ -3562,7 +3562,7 @@
   {
     "id": "database-cloud-optimization-cost-optimize",
     "path": "skills/database-cloud-optimization-cost-optimize",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-cloud-optimization-cost-optimize",
     "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...",
     "risk": "unknown",
@@ -3572,7 +3572,7 @@
   {
     "id": "database-design",
     "path": "skills/database-design",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-design",
     "description": "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.",
     "risk": "unknown",
@@ -3582,7 +3582,7 @@
   {
     "id": "database-migration",
     "path": "skills/database-migration",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migration",
     "description": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...",
     "risk": "unknown",
@@ -3592,7 +3592,7 @@
   {
     "id": "database-migrations-migration-observability",
     "path": "skills/database-migrations-migration-observability",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migrations-migration-observability",
     "description": "Migration monitoring, CDC, and observability infrastructure",
     "risk": "unknown",
@@ -3602,7 +3602,7 @@
   {
     "id": "database-migrations-sql-migrations",
     "path": "skills/database-migrations-sql-migrations",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-migrations-sql-migrations",
     "description": "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.",
     "risk": "unknown",
@@ -3612,7 +3612,7 @@
   {
     "id": "database-optimizer",
     "path": "skills/database-optimizer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "database-optimizer",
     "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.",
     "risk": "unknown",
@@ -3622,7 +3622,7 @@
   {
     "id": "datadog-automation",
     "path": "skills/datadog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "datadog-automation",
     "description": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3632,7 +3632,7 @@
   {
     "id": "dbos-golang",
     "path": "skills/dbos-golang",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dbos-golang",
     "description": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...",
     "risk": "safe",
@@ -3642,7 +3642,7 @@
   {
     "id": "dbos-python",
     "path": "skills/dbos-python",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dbos-python",
     "description": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...",
     "risk": "safe",
@@ -3652,7 +3652,7 @@
   {
     "id": "dbos-typescript",
     "path": "skills/dbos-typescript",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "dbos-typescript",
     "description": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...",
     "risk": "safe",
@@ -3662,7 +3662,7 @@
   {
     "id": "dbt-transformation-patterns",
     "path": "skills/dbt-transformation-patterns",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "dbt-transformation-patterns",
     "description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...",
     "risk": "unknown",
@@ -3672,7 +3672,7 @@
   {
     "id": "ddd-context-mapping",
     "path": "skills/ddd-context-mapping",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ddd-context-mapping",
     "description": "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.",
     "risk": "safe",
@@ -3682,7 +3682,7 @@
   {
     "id": "ddd-strategic-design",
     "path": "skills/ddd-strategic-design",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ddd-strategic-design",
     "description": "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.",
     "risk": "safe",
@@ -3692,7 +3692,7 @@
   {
     "id": "ddd-tactical-patterns",
     "path": "skills/ddd-tactical-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ddd-tactical-patterns",
     "description": "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.",
     "risk": "safe",
@@ -3702,7 +3702,7 @@
   {
     "id": "debugger",
     "path": "skills/debugger",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "debugger",
     "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n",
     "risk": "unknown",
@@ -3712,7 +3712,7 @@
   {
     "id": "debugging-strategies",
     "path": "skills/debugging-strategies",
-    "category": "database",
+    "category": "uncategorized",
     "name": "debugging-strategies",
     "description": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...",
     "risk": "unknown",
@@ -3732,7 +3732,7 @@
   {
     "id": "deep-research",
     "path": "skills/deep-research",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "deep-research",
     "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...",
     "risk": "safe",
@@ -3742,7 +3742,7 @@
   {
     "id": "defi-protocol-templates",
     "path": "skills/defi-protocol-templates",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "defi-protocol-templates",
     "description": "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.",
     "risk": "unknown",
@@ -3752,7 +3752,7 @@
   {
     "id": "dependency-management-deps-audit",
     "path": "skills/dependency-management-deps-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "dependency-management-deps-audit",
     "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...",
     "risk": "unknown",
@@ -3762,7 +3762,7 @@
   {
     "id": "dependency-upgrade",
     "path": "skills/dependency-upgrade",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "dependency-upgrade",
     "description": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...",
     "risk": "unknown",
@@ -3772,7 +3772,7 @@
   {
     "id": "deployment-engineer",
     "path": "skills/deployment-engineer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-engineer",
     "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.",
     "risk": "unknown",
@@ -3782,7 +3782,7 @@
   {
     "id": "deployment-pipeline-design",
     "path": "skills/deployment-pipeline-design",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-pipeline-design",
     "description": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...",
     "risk": "unknown",
@@ -3792,7 +3792,7 @@
   {
     "id": "deployment-procedures",
     "path": "skills/deployment-procedures",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-procedures",
     "description": "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.",
     "risk": "unknown",
@@ -3802,7 +3802,7 @@
   {
     "id": "deployment-validation-config-validate",
     "path": "skills/deployment-validation-config-validate",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "deployment-validation-config-validate",
     "description": "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat",
     "risk": "unknown",
@@ -3822,7 +3822,7 @@
   {
     "id": "design-orchestration",
     "path": "skills/design-orchestration",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "design-orchestration",
     "description": "Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.",
     "risk": "unknown",
@@ -3842,7 +3842,7 @@
   {
     "id": "devops-troubleshooter",
     "path": "skills/devops-troubleshooter",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "devops-troubleshooter",
     "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.",
     "risk": "unknown",
@@ -3852,7 +3852,7 @@
   {
     "id": "discord-automation",
     "path": "skills/discord-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "discord-automation",
     "description": "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3862,7 +3862,7 @@
   {
     "id": "discord-bot-architect",
     "path": "skills/discord-bot-architect",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "discord-bot-architect",
     "description": "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.",
     "risk": "unknown",
@@ -3882,7 +3882,7 @@
   {
     "id": "distributed-debugging-debug-trace",
     "path": "skills/distributed-debugging-debug-trace",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "distributed-debugging-debug-trace",
     "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...",
     "risk": "unknown",
@@ -3892,7 +3892,7 @@
   {
     "id": "distributed-tracing",
     "path": "skills/distributed-tracing",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "distributed-tracing",
     "description": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...",
     "risk": "unknown",
@@ -3902,7 +3902,7 @@
   {
     "id": "django-pro",
     "path": "skills/django-pro",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "django-pro",
     "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.",
     "risk": "unknown",
@@ -3912,7 +3912,7 @@
   {
     "id": "doc-coauthoring",
     "path": "skills/doc-coauthoring",
-    "category": "content",
+    "category": "uncategorized",
     "name": "doc-coauthoring",
     "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...",
     "risk": "unknown",
@@ -3932,7 +3932,7 @@
   {
     "id": "docs-architect",
     "path": "skills/docs-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "docs-architect",
     "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.",
     "risk": "unknown",
@@ -3952,7 +3952,7 @@
   {
     "id": "documentation-generation-doc-generate",
     "path": "skills/documentation-generation-doc-generate",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "documentation-generation-doc-generate",
     "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...",
     "risk": "unknown",
@@ -3962,7 +3962,7 @@
   {
     "id": "documentation-templates",
     "path": "skills/documentation-templates",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "documentation-templates",
     "description": "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.",
     "risk": "unknown",
@@ -3972,7 +3972,7 @@
   {
     "id": "docusign-automation",
     "path": "skills/docusign-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "docusign-automation",
     "description": "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -3982,7 +3982,7 @@
   {
     "id": "docx-official",
     "path": "skills/docx-official",
-    "category": "database",
+    "category": "uncategorized",
     "name": "docx-official",
     "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...",
     "risk": "unknown",
@@ -3992,7 +3992,7 @@
   {
     "id": "domain-driven-design",
     "path": "skills/domain-driven-design",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "domain-driven-design",
     "description": "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.",
     "risk": "safe",
@@ -4002,7 +4002,7 @@
   {
     "id": "dotnet-architect",
     "path": "skills/dotnet-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-architect",
     "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.",
     "risk": "unknown",
@@ -4012,7 +4012,7 @@
   {
     "id": "dotnet-backend",
     "path": "skills/dotnet-backend",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-backend",
     "description": "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.",
     "risk": "safe",
@@ -4022,7 +4022,7 @@
   {
     "id": "dotnet-backend-patterns",
     "path": "skills/dotnet-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "dotnet-backend-patterns",
     "description": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...",
     "risk": "unknown",
@@ -4042,7 +4042,7 @@
   {
     "id": "dropbox-automation",
     "path": "skills/dropbox-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "dropbox-automation",
     "description": "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4052,7 +4052,7 @@
   {
     "id": "dx-optimizer",
     "path": "skills/dx-optimizer",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "dx-optimizer",
     "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.",
     "risk": "unknown",
@@ -4072,7 +4072,7 @@
   {
     "id": "e2e-testing-patterns",
     "path": "skills/e2e-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "e2e-testing-patterns",
     "description": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...",
     "risk": "unknown",
@@ -4082,7 +4082,7 @@
   {
     "id": "elixir-pro",
     "path": "skills/elixir-pro",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "elixir-pro",
     "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.",
     "risk": "unknown",
@@ -4092,7 +4092,7 @@
   {
     "id": "email-sequence",
     "path": "skills/email-sequence",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "email-sequence",
     "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...",
     "risk": "unknown",
@@ -4102,7 +4102,7 @@
   {
     "id": "email-systems",
     "path": "skills/email-systems",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "email-systems",
     "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...",
     "risk": "unknown",
@@ -4112,7 +4112,7 @@
   {
     "id": "embedding-strategies",
     "path": "skills/embedding-strategies",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "embedding-strategies",
     "description": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...",
     "risk": "unknown",
@@ -4152,7 +4152,7 @@
   {
     "id": "error-debugging-error-analysis",
     "path": "skills/error-debugging-error-analysis",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "error-debugging-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4162,7 +4162,7 @@
   {
     "id": "error-debugging-error-trace",
     "path": "skills/error-debugging-error-trace",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "error-debugging-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...",
     "risk": "unknown",
@@ -4182,7 +4182,7 @@
   {
     "id": "error-detective",
     "path": "skills/error-detective",
-    "category": "content",
+    "category": "uncategorized",
     "name": "error-detective",
     "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.",
     "risk": "unknown",
@@ -4192,7 +4192,7 @@
   {
     "id": "error-diagnostics-error-analysis",
     "path": "skills/error-diagnostics-error-analysis",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "error-diagnostics-error-analysis",
     "description": "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.",
     "risk": "unknown",
@@ -4202,7 +4202,7 @@
   {
     "id": "error-diagnostics-error-trace",
     "path": "skills/error-diagnostics-error-trace",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "error-diagnostics-error-trace",
     "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,",
     "risk": "unknown",
@@ -4222,7 +4222,7 @@
   {
     "id": "error-handling-patterns",
     "path": "skills/error-handling-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "error-handling-patterns",
     "description": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...",
     "risk": "unknown",
@@ -4232,7 +4232,7 @@
   {
     "id": "ethical-hacking-methodology",
     "path": "skills/ethical-hacking-methodology",
-    "category": "security",
+    "category": "uncategorized",
     "name": "ethical-hacking-methodology",
     "description": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...",
     "risk": "unknown",
@@ -4252,7 +4252,7 @@
   {
     "id": "event-sourcing-architect",
     "path": "skills/event-sourcing-architect",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "event-sourcing-architect",
     "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...",
     "risk": "unknown",
@@ -4262,7 +4262,7 @@
   {
     "id": "event-store-design",
     "path": "skills/event-store-design",
-    "category": "content",
+    "category": "uncategorized",
     "name": "event-store-design",
     "description": "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.",
     "risk": "unknown",
@@ -4272,7 +4272,7 @@
   {
     "id": "exa-search",
     "path": "skills/exa-search",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "exa-search",
     "description": "Semantic search, similar content discovery, and structured research using Exa API",
     "risk": "unknown",
@@ -4282,7 +4282,7 @@
   {
     "id": "executing-plans",
     "path": "skills/executing-plans",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "executing-plans",
     "description": "Use when you have a written implementation plan to execute in a separate session with review checkpoints",
     "risk": "unknown",
@@ -4292,7 +4292,7 @@
   {
     "id": "expo-deployment",
     "path": "skills/expo-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "expo-deployment",
     "description": "Deploy Expo apps to production",
     "risk": "safe",
@@ -4302,7 +4302,7 @@
   {
     "id": "fal-audio",
     "path": "skills/fal-audio",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-audio",
     "description": "Text-to-speech and speech-to-text using fal.ai audio models",
     "risk": "safe",
@@ -4312,7 +4312,7 @@
   {
     "id": "fal-generate",
     "path": "skills/fal-generate",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-generate",
     "description": "Generate images and videos using fal.ai AI models",
     "risk": "safe",
@@ -4322,7 +4322,7 @@
   {
     "id": "fal-image-edit",
     "path": "skills/fal-image-edit",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-image-edit",
     "description": "AI-powered image editing with style transfer and object removal",
     "risk": "safe",
@@ -4332,7 +4332,7 @@
   {
     "id": "fal-platform",
     "path": "skills/fal-platform",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fal-platform",
     "description": "Platform APIs for model management, pricing, and usage tracking",
     "risk": "safe",
@@ -4342,7 +4342,7 @@
   {
     "id": "fal-upscale",
     "path": "skills/fal-upscale",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-upscale",
     "description": "Upscale and enhance image and video resolution using AI",
     "risk": "safe",
@@ -4352,7 +4352,7 @@
   {
     "id": "fal-workflow",
     "path": "skills/fal-workflow",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "fal-workflow",
     "description": "Generate workflow JSON files for chaining AI models",
     "risk": "safe",
@@ -4362,7 +4362,7 @@
   {
     "id": "fastapi-pro",
     "path": "skills/fastapi-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-pro",
     "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.",
     "risk": "unknown",
@@ -4372,7 +4372,7 @@
   {
     "id": "fastapi-router-py",
     "path": "skills/fastapi-router-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-router-py",
     "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...",
     "risk": "unknown",
@@ -4382,7 +4382,7 @@
   {
     "id": "fastapi-templates",
     "path": "skills/fastapi-templates",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "fastapi-templates",
     "description": "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.",
     "risk": "unknown",
@@ -4392,7 +4392,7 @@
   {
     "id": "ffuf-claude-skill",
     "path": "skills/ffuf-claude-skill",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ffuf-claude-skill",
     "description": "Web fuzzing with ffuf",
     "risk": "safe",
@@ -4402,7 +4402,7 @@
   {
     "id": "figma-automation",
     "path": "skills/figma-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "figma-automation",
     "description": "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4422,7 +4422,7 @@
   {
     "id": "file-path-traversal",
     "path": "skills/file-path-traversal",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "file-path-traversal",
     "description": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...",
     "risk": "unknown",
@@ -4432,7 +4432,7 @@
   {
     "id": "file-uploads",
     "path": "skills/file-uploads",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "file-uploads",
     "description": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...",
     "risk": "unknown",
@@ -4442,7 +4442,7 @@
   {
     "id": "find-bugs",
     "path": "skills/find-bugs",
-    "category": "security",
+    "category": "uncategorized",
     "name": "find-bugs",
     "description": "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.",
     "risk": "safe",
@@ -4452,7 +4452,7 @@
   {
     "id": "finishing-a-development-branch",
     "path": "skills/finishing-a-development-branch",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "finishing-a-development-branch",
     "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup",
     "risk": "unknown",
@@ -4462,7 +4462,7 @@
   {
     "id": "firebase",
     "path": "skills/firebase",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "firebase",
     "description": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...",
     "risk": "unknown",
@@ -4472,7 +4472,7 @@
   {
     "id": "firecrawl-scraper",
     "path": "skills/firecrawl-scraper",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "firecrawl-scraper",
     "description": "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API",
     "risk": "unknown",
@@ -4482,7 +4482,7 @@
   {
     "id": "firmware-analyst",
     "path": "skills/firmware-analyst",
-    "category": "security",
+    "category": "uncategorized",
     "name": "firmware-analyst",
     "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.",
     "risk": "unknown",
@@ -4492,7 +4492,7 @@
   {
     "id": "fix-review",
     "path": "skills/fix-review",
-    "category": "security",
+    "category": "uncategorized",
     "name": "fix-review",
     "description": "Verify fix commits address audit findings without new bugs",
     "risk": "safe",
@@ -4502,7 +4502,7 @@
   {
     "id": "flutter-expert",
     "path": "skills/flutter-expert",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "flutter-expert",
     "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.",
     "risk": "unknown",
@@ -4512,7 +4512,7 @@
   {
     "id": "form-cro",
     "path": "skills/form-cro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "form-cro",
     "description": "Optimize any form that is NOT signup or account registration \u2014 including lead capture, contact, demo request, application, survey, quote, and checkout forms.",
     "risk": "unknown",
@@ -4522,7 +4522,7 @@
   {
     "id": "fp-ts-errors",
     "path": "skills/fp-ts-errors",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "fp-ts-errors",
     "description": "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.",
     "risk": "safe",
@@ -4532,7 +4532,7 @@
   {
     "id": "fp-ts-pragmatic",
     "path": "skills/fp-ts-pragmatic",
-    "category": "content",
+    "category": "uncategorized",
     "name": "fp-ts-pragmatic",
     "description": "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.",
     "risk": "safe",
@@ -4542,7 +4542,7 @@
   {
     "id": "fp-ts-react",
     "path": "skills/fp-ts-react",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "fp-ts-react",
     "description": "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.",
     "risk": "safe",
@@ -4552,7 +4552,7 @@
   {
     "id": "framework-migration-code-migrate",
     "path": "skills/framework-migration-code-migrate",
-    "category": "database",
+    "category": "uncategorized",
     "name": "framework-migration-code-migrate",
     "description": "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and",
     "risk": "unknown",
@@ -4562,7 +4562,7 @@
   {
     "id": "framework-migration-deps-upgrade",
     "path": "skills/framework-migration-deps-upgrade",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "framework-migration-deps-upgrade",
     "description": "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa",
     "risk": "unknown",
@@ -4572,7 +4572,7 @@
   {
     "id": "framework-migration-legacy-modernize",
     "path": "skills/framework-migration-legacy-modernize",
-    "category": "database",
+    "category": "uncategorized",
     "name": "framework-migration-legacy-modernize",
     "description": "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex",
     "risk": "unknown",
@@ -4582,7 +4582,7 @@
   {
     "id": "free-tool-strategy",
     "path": "skills/free-tool-strategy",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "free-tool-strategy",
     "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...",
     "risk": "unknown",
@@ -4592,7 +4592,7 @@
   {
     "id": "freshdesk-automation",
     "path": "skills/freshdesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "freshdesk-automation",
     "description": "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4602,7 +4602,7 @@
   {
     "id": "freshservice-automation",
     "path": "skills/freshservice-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "freshservice-automation",
     "description": "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4612,7 +4612,7 @@
   {
     "id": "frontend-design",
     "path": "skills/frontend-design",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-design",
     "description": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...",
     "risk": "unknown",
@@ -4622,7 +4622,7 @@
   {
     "id": "frontend-dev-guidelines",
     "path": "skills/frontend-dev-guidelines",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-dev-guidelines",
     "description": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...",
     "risk": "unknown",
@@ -4632,7 +4632,7 @@
   {
     "id": "frontend-developer",
     "path": "skills/frontend-developer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-developer",
     "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.",
     "risk": "unknown",
@@ -4642,7 +4642,7 @@
   {
     "id": "frontend-mobile-development-component-scaffold",
     "path": "skills/frontend-mobile-development-component-scaffold",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-mobile-development-component-scaffold",
     "description": "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s",
     "risk": "unknown",
@@ -4652,7 +4652,7 @@
   {
     "id": "frontend-mobile-security-xss-scan",
     "path": "skills/frontend-mobile-security-xss-scan",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-mobile-security-xss-scan",
     "description": "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi",
     "risk": "unknown",
@@ -4662,7 +4662,7 @@
   {
     "id": "frontend-security-coder",
     "path": "skills/frontend-security-coder",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-security-coder",
     "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.",
     "risk": "unknown",
@@ -4672,7 +4672,7 @@
   {
     "id": "frontend-slides",
     "path": "skills/frontend-slides",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-slides",
     "description": "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...",
     "risk": "safe",
@@ -4682,7 +4682,7 @@
   {
     "id": "frontend-ui-dark-ts",
     "path": "skills/frontend-ui-dark-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "frontend-ui-dark-ts",
     "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...",
     "risk": "unknown",
@@ -4692,7 +4692,7 @@
   {
     "id": "full-stack-orchestration-full-stack-feature",
     "path": "skills/full-stack-orchestration-full-stack-feature",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "full-stack-orchestration-full-stack-feature",
     "description": "Use when working with full stack orchestration full stack feature",
     "risk": "unknown",
@@ -4712,7 +4712,7 @@
   {
     "id": "game-audio",
     "path": "skills/game-development/game-audio",
-    "category": "testing",
+    "category": "game-development",
     "name": "game-audio",
     "description": "Game audio principles. Sound design, music integration, adaptive audio systems.",
     "risk": "unknown",
@@ -4732,7 +4732,7 @@
   {
     "id": "game-development",
     "path": "skills/game-development",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "game-development",
     "description": "Game development orchestrator. Routes to platform-specific skills based on project needs.",
     "risk": "unknown",
@@ -4742,7 +4742,7 @@
   {
     "id": "gcp-cloud-run",
     "path": "skills/gcp-cloud-run",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "gcp-cloud-run",
     "description": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...",
     "risk": "unknown",
@@ -4752,7 +4752,7 @@
   {
     "id": "gdpr-data-handling",
     "path": "skills/gdpr-data-handling",
-    "category": "security",
+    "category": "uncategorized",
     "name": "gdpr-data-handling",
     "description": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...",
     "risk": "unknown",
@@ -4762,7 +4762,7 @@
   {
     "id": "gemini-api-dev",
     "path": "skills/gemini-api-dev",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "gemini-api-dev",
     "description": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...",
     "risk": "unknown",
@@ -4772,7 +4772,7 @@
   {
     "id": "gemini-api-integration",
     "path": "skills/gemini-api-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "gemini-api-integration",
     "description": "Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.",
     "risk": "safe",
@@ -4782,7 +4782,7 @@
   {
     "id": "geo-fundamentals",
     "path": "skills/geo-fundamentals",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "geo-fundamentals",
     "description": "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).",
     "risk": "unknown",
@@ -4792,7 +4792,7 @@
   {
     "id": "git-advanced-workflows",
     "path": "skills/git-advanced-workflows",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-advanced-workflows",
     "description": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...",
     "risk": "unknown",
@@ -4802,7 +4802,7 @@
   {
     "id": "git-pr-workflows-git-workflow",
     "path": "skills/git-pr-workflows-git-workflow",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pr-workflows-git-workflow",
     "description": "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g",
     "risk": "unknown",
@@ -4812,7 +4812,7 @@
   {
     "id": "git-pr-workflows-onboard",
     "path": "skills/git-pr-workflows-onboard",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "git-pr-workflows-onboard",
     "description": "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You",
     "risk": "unknown",
@@ -4822,7 +4822,7 @@
   {
     "id": "git-pr-workflows-pr-enhance",
     "path": "skills/git-pr-workflows-pr-enhance",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pr-workflows-pr-enhance",
     "description": "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu",
     "risk": "unknown",
@@ -4832,7 +4832,7 @@
   {
     "id": "git-pushing",
     "path": "skills/git-pushing",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "git-pushing",
     "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...",
     "risk": "unknown",
@@ -4842,7 +4842,7 @@
   {
     "id": "github-actions-templates",
     "path": "skills/github-actions-templates",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "github-actions-templates",
     "description": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...",
     "risk": "unknown",
@@ -4852,7 +4852,7 @@
   {
     "id": "github-automation",
     "path": "skills/github-automation",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "github-automation",
     "description": "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.",
     "risk": "unknown",
@@ -4862,7 +4862,7 @@
   {
     "id": "github-issue-creator",
     "path": "skills/github-issue-creator",
-    "category": "content",
+    "category": "uncategorized",
     "name": "github-issue-creator",
     "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...",
     "risk": "unknown",
@@ -4872,7 +4872,7 @@
   {
     "id": "github-workflow-automation",
     "path": "skills/github-workflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "github-workflow-automation",
     "description": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...",
     "risk": "unknown",
@@ -4882,7 +4882,7 @@
   {
     "id": "gitlab-automation",
     "path": "skills/gitlab-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "gitlab-automation",
     "description": "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4892,7 +4892,7 @@
   {
     "id": "gitlab-ci-patterns",
     "path": "skills/gitlab-ci-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "gitlab-ci-patterns",
     "description": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...",
     "risk": "unknown",
@@ -4902,7 +4902,7 @@
   {
     "id": "gitops-workflow",
     "path": "skills/gitops-workflow",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "gitops-workflow",
     "description": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...",
     "risk": "unknown",
@@ -4912,7 +4912,7 @@
   {
     "id": "gmail-automation",
     "path": "skills/gmail-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "gmail-automation",
     "description": "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4922,7 +4922,7 @@
   {
     "id": "go-concurrency-patterns",
     "path": "skills/go-concurrency-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "go-concurrency-patterns",
     "description": "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.",
     "risk": "unknown",
@@ -4932,7 +4932,7 @@
   {
     "id": "go-playwright",
     "path": "skills/go-playwright",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "go-playwright",
     "description": "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.",
     "risk": "safe",
@@ -4942,7 +4942,7 @@
   {
     "id": "go-rod-master",
     "path": "skills/go-rod-master",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "go-rod-master",
     "description": "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.",
     "risk": "safe",
@@ -4952,7 +4952,7 @@
   {
     "id": "godot-4-migration",
     "path": "skills/godot-4-migration",
-    "category": "database",
+    "category": "uncategorized",
     "name": "godot-4-migration",
     "description": "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.",
     "risk": "safe",
@@ -4962,7 +4962,7 @@
   {
     "id": "godot-gdscript-patterns",
     "path": "skills/godot-gdscript-patterns",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "godot-gdscript-patterns",
     "description": "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.",
     "risk": "unknown",
@@ -4972,7 +4972,7 @@
   {
     "id": "golang-pro",
     "path": "skills/golang-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "golang-pro",
     "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.",
     "risk": "unknown",
@@ -4982,7 +4982,7 @@
   {
     "id": "google-analytics-automation",
     "path": "skills/google-analytics-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-analytics-automation",
     "description": "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -4992,7 +4992,7 @@
   {
     "id": "google-calendar-automation",
     "path": "skills/google-calendar-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-calendar-automation",
     "description": "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...",
     "risk": "unknown",
@@ -5002,7 +5002,7 @@
   {
     "id": "google-drive-automation",
     "path": "skills/google-drive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "google-drive-automation",
     "description": "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...",
     "risk": "unknown",
@@ -5012,7 +5012,7 @@
   {
     "id": "googlesheets-automation",
     "path": "skills/googlesheets-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "googlesheets-automation",
     "description": "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.",
     "risk": "unknown",
@@ -5022,7 +5022,7 @@
   {
     "id": "grafana-dashboards",
     "path": "skills/grafana-dashboards",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "grafana-dashboards",
     "description": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...",
     "risk": "unknown",
@@ -5032,7 +5032,7 @@
   {
     "id": "graphql",
     "path": "skills/graphql",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "graphql",
     "description": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...",
     "risk": "unknown",
@@ -5042,7 +5042,7 @@
   {
     "id": "graphql-architect",
     "path": "skills/graphql-architect",
-    "category": "database",
+    "category": "uncategorized",
     "name": "graphql-architect",
     "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.",
     "risk": "unknown",
@@ -5052,7 +5052,7 @@
   {
     "id": "grpc-golang",
     "path": "skills/grpc-golang",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "grpc-golang",
     "description": "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.",
     "risk": "safe",
@@ -5072,7 +5072,7 @@
   {
     "id": "helm-chart-scaffolding",
     "path": "skills/helm-chart-scaffolding",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "helm-chart-scaffolding",
     "description": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...",
     "risk": "unknown",
@@ -5082,7 +5082,7 @@
   {
     "id": "helpdesk-automation",
     "path": "skills/helpdesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "helpdesk-automation",
     "description": "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5102,7 +5102,7 @@
   {
     "id": "hig-components-content",
     "path": "skills/hig-components-content",
-    "category": "content",
+    "category": "uncategorized",
     "name": "hig-components-content",
     "description": "Apple Human Interface Guidelines for content display components.",
     "risk": "unknown",
@@ -5112,7 +5112,7 @@
   {
     "id": "hig-components-controls",
     "path": "skills/hig-components-controls",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-controls",
     "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...",
     "risk": "unknown",
@@ -5122,7 +5122,7 @@
   {
     "id": "hig-components-dialogs",
     "path": "skills/hig-components-dialogs",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-dialogs",
     "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.",
     "risk": "unknown",
@@ -5132,7 +5132,7 @@
   {
     "id": "hig-components-layout",
     "path": "skills/hig-components-layout",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-layout",
     "description": "Apple Human Interface Guidelines for layout and navigation components.",
     "risk": "unknown",
@@ -5142,7 +5142,7 @@
   {
     "id": "hig-components-menus",
     "path": "skills/hig-components-menus",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-menus",
     "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...",
     "risk": "unknown",
@@ -5152,7 +5152,7 @@
   {
     "id": "hig-components-search",
     "path": "skills/hig-components-search",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-search",
     "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.",
     "risk": "unknown",
@@ -5162,7 +5162,7 @@
   {
     "id": "hig-components-status",
     "path": "skills/hig-components-status",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "hig-components-status",
     "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.",
     "risk": "unknown",
@@ -5172,7 +5172,7 @@
   {
     "id": "hig-components-system",
     "path": "skills/hig-components-system",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-components-system",
     "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.",
     "risk": "unknown",
@@ -5182,7 +5182,7 @@
   {
     "id": "hig-foundations",
     "path": "skills/hig-foundations",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-foundations",
     "description": "Apple Human Interface Guidelines design foundations.",
     "risk": "unknown",
@@ -5192,7 +5192,7 @@
   {
     "id": "hig-inputs",
     "path": "skills/hig-inputs",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "hig-inputs",
     "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...",
     "risk": "unknown",
@@ -5202,7 +5202,7 @@
   {
     "id": "hig-patterns",
     "path": "skills/hig-patterns",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "hig-patterns",
     "description": "Apple Human Interface Guidelines interaction and UX patterns.",
     "risk": "unknown",
@@ -5212,7 +5212,7 @@
   {
     "id": "hig-platforms",
     "path": "skills/hig-platforms",
-    "category": "database",
+    "category": "uncategorized",
     "name": "hig-platforms",
     "description": "Apple Human Interface Guidelines for platform-specific design.",
     "risk": "unknown",
@@ -5222,7 +5222,7 @@
   {
     "id": "hig-project-context",
     "path": "skills/hig-project-context",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hig-project-context",
     "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.",
     "risk": "unknown",
@@ -5232,7 +5232,7 @@
   {
     "id": "hig-technologies",
     "path": "skills/hig-technologies",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hig-technologies",
     "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...",
     "risk": "unknown",
@@ -5242,7 +5242,7 @@
   {
     "id": "hosted-agents-v2-py",
     "path": "skills/hosted-agents-v2-py",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "hosted-agents-v2-py",
     "description": "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.",
     "risk": "unknown",
@@ -5252,7 +5252,7 @@
   {
     "id": "hr-pro",
     "path": "skills/hr-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "hr-pro",
     "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.",
     "risk": "unknown",
@@ -5262,7 +5262,7 @@
   {
     "id": "html-injection-testing",
     "path": "skills/html-injection-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "html-injection-testing",
     "description": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...",
     "risk": "unknown",
@@ -5272,7 +5272,7 @@
   {
     "id": "hubspot-automation",
     "path": "skills/hubspot-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "hubspot-automation",
     "description": "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.",
     "risk": "unknown",
@@ -5282,7 +5282,7 @@
   {
     "id": "hubspot-integration",
     "path": "skills/hubspot-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hubspot-integration",
     "description": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...",
     "risk": "unknown",
@@ -5292,7 +5292,7 @@
   {
     "id": "hugging-face-cli",
     "path": "skills/hugging-face-cli",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hugging-face-cli",
     "description": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...",
     "risk": "safe",
@@ -5302,7 +5302,7 @@
   {
     "id": "hugging-face-jobs",
     "path": "skills/hugging-face-jobs",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "hugging-face-jobs",
     "description": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...",
     "risk": "safe",
@@ -5312,7 +5312,7 @@
   {
     "id": "hybrid-cloud-architect",
     "path": "skills/hybrid-cloud-architect",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "hybrid-cloud-architect",
     "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).",
     "risk": "unknown",
@@ -5322,7 +5322,7 @@
   {
     "id": "hybrid-cloud-networking",
     "path": "skills/hybrid-cloud-networking",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "hybrid-cloud-networking",
     "description": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...",
     "risk": "unknown",
@@ -5332,7 +5332,7 @@
   {
     "id": "hybrid-search-implementation",
     "path": "skills/hybrid-search-implementation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "hybrid-search-implementation",
     "description": "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.",
     "risk": "unknown",
@@ -5352,7 +5352,7 @@
   {
     "id": "idor-testing",
     "path": "skills/idor-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "idor-testing",
     "description": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...",
     "risk": "unknown",
@@ -5362,7 +5362,7 @@
   {
     "id": "imagen",
     "path": "skills/imagen",
-    "category": "content",
+    "category": "uncategorized",
     "name": "imagen",
     "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.",
     "risk": "safe",
@@ -5382,7 +5382,7 @@
   {
     "id": "incident-responder",
     "path": "skills/incident-responder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "incident-responder",
     "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.",
     "risk": "unknown",
@@ -5402,7 +5402,7 @@
   {
     "id": "incident-response-smart-fix",
     "path": "skills/incident-response-smart-fix",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "incident-response-smart-fix",
     "description": "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res",
     "risk": "unknown",
@@ -5422,7 +5422,7 @@
   {
     "id": "infinite-gratitude",
     "path": "skills/infinite-gratitude",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "infinite-gratitude",
     "description": "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).",
     "risk": "safe",
@@ -5432,7 +5432,7 @@
   {
     "id": "inngest",
     "path": "skills/inngest",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "inngest",
     "description": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...",
     "risk": "unknown",
@@ -5442,7 +5442,7 @@
   {
     "id": "instagram-automation",
     "path": "skills/instagram-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "instagram-automation",
     "description": "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5452,7 +5452,7 @@
   {
     "id": "interactive-portfolio",
     "path": "skills/interactive-portfolio",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "interactive-portfolio",
     "description": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...",
     "risk": "unknown",
@@ -5462,7 +5462,7 @@
   {
     "id": "intercom-automation",
     "path": "skills/intercom-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "intercom-automation",
     "description": "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5472,7 +5472,7 @@
   {
     "id": "internal-comms-anthropic",
     "path": "skills/internal-comms-anthropic",
-    "category": "database",
+    "category": "uncategorized",
     "name": "internal-comms-anthropic",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5482,7 +5482,7 @@
   {
     "id": "internal-comms-community",
     "path": "skills/internal-comms-community",
-    "category": "database",
+    "category": "uncategorized",
     "name": "internal-comms-community",
     "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...",
     "risk": "unknown",
@@ -5492,7 +5492,7 @@
   {
     "id": "inventory-demand-planning",
     "path": "skills/inventory-demand-planning",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "inventory-demand-planning",
     "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.",
     "risk": "safe",
@@ -5502,7 +5502,7 @@
   {
     "id": "ios-developer",
     "path": "skills/ios-developer",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "ios-developer",
     "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.",
     "risk": "unknown",
@@ -5512,7 +5512,7 @@
   {
     "id": "istio-traffic-management",
     "path": "skills/istio-traffic-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "istio-traffic-management",
     "description": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...",
     "risk": "unknown",
@@ -5522,7 +5522,7 @@
   {
     "id": "iterate-pr",
     "path": "skills/iterate-pr",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "iterate-pr",
     "description": "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.",
     "risk": "safe",
@@ -5532,7 +5532,7 @@
   {
     "id": "java-pro",
     "path": "skills/java-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "java-pro",
     "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.",
     "risk": "unknown",
@@ -5542,7 +5542,7 @@
   {
     "id": "javascript-mastery",
     "path": "skills/javascript-mastery",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "javascript-mastery",
     "description": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...",
     "risk": "unknown",
@@ -5552,7 +5552,7 @@
   {
     "id": "javascript-pro",
     "path": "skills/javascript-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "javascript-pro",
     "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.",
     "risk": "unknown",
@@ -5562,7 +5562,7 @@
   {
     "id": "javascript-testing-patterns",
     "path": "skills/javascript-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "javascript-testing-patterns",
     "description": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...",
     "risk": "unknown",
@@ -5572,7 +5572,7 @@
   {
     "id": "javascript-typescript-typescript-scaffold",
     "path": "skills/javascript-typescript-typescript-scaffold",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "javascript-typescript-typescript-scaffold",
     "description": "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N",
     "risk": "unknown",
@@ -5582,7 +5582,7 @@
   {
     "id": "jira-automation",
     "path": "skills/jira-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "jira-automation",
     "description": "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5592,7 +5592,7 @@
   {
     "id": "julia-pro",
     "path": "skills/julia-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "julia-pro",
     "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.",
     "risk": "unknown",
@@ -5602,7 +5602,7 @@
   {
     "id": "k8s-manifest-generator",
     "path": "skills/k8s-manifest-generator",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "k8s-manifest-generator",
     "description": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...",
     "risk": "unknown",
@@ -5612,7 +5612,7 @@
   {
     "id": "k8s-security-policies",
     "path": "skills/k8s-security-policies",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "k8s-security-policies",
     "description": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...",
     "risk": "unknown",
@@ -5622,7 +5622,7 @@
   {
     "id": "kaizen",
     "path": "skills/kaizen",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "kaizen",
     "description": "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.",
     "risk": "unknown",
@@ -5632,7 +5632,7 @@
   {
     "id": "klaviyo-automation",
     "path": "skills/klaviyo-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "klaviyo-automation",
     "description": "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5642,7 +5642,7 @@
   {
     "id": "kotlin-coroutines-expert",
     "path": "skills/kotlin-coroutines-expert",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "kotlin-coroutines-expert",
     "description": "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.",
     "risk": "safe",
@@ -5652,7 +5652,7 @@
   {
     "id": "kpi-dashboard-design",
     "path": "skills/kpi-dashboard-design",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "kpi-dashboard-design",
     "description": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...",
     "risk": "unknown",
@@ -5662,7 +5662,7 @@
   {
     "id": "kubernetes-architect",
     "path": "skills/kubernetes-architect",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "kubernetes-architect",
     "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.",
     "risk": "unknown",
@@ -5682,7 +5682,7 @@
   {
     "id": "langchain-architecture",
     "path": "skills/langchain-architecture",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langchain-architecture",
     "description": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...",
     "risk": "unknown",
@@ -5692,7 +5692,7 @@
   {
     "id": "langfuse",
     "path": "skills/langfuse",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langfuse",
     "description": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...",
     "risk": "unknown",
@@ -5702,7 +5702,7 @@
   {
     "id": "langgraph",
     "path": "skills/langgraph",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "langgraph",
     "description": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...",
     "risk": "unknown",
@@ -5712,7 +5712,7 @@
   {
     "id": "laravel-expert",
     "path": "skills/laravel-expert",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "laravel-expert",
     "description": "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).",
     "risk": "safe",
@@ -5722,7 +5722,7 @@
   {
     "id": "laravel-security-audit",
     "path": "skills/laravel-security-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "laravel-security-audit",
     "description": "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.",
     "risk": "safe",
@@ -5732,7 +5732,7 @@
   {
     "id": "last30days",
     "path": "skills/last30days",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "last30days",
     "description": "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.",
     "risk": "unknown",
@@ -5762,7 +5762,7 @@
   {
     "id": "legal-advisor",
     "path": "skills/legal-advisor",
-    "category": "security",
+    "category": "uncategorized",
     "name": "legal-advisor",
     "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.",
     "risk": "unknown",
@@ -5772,7 +5772,7 @@
   {
     "id": "lightning-architecture-review",
     "path": "skills/lightning-architecture-review",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "lightning-architecture-review",
     "description": "Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC compatibility, liveness, and watchtower support.",
     "risk": "unknown",
@@ -5792,7 +5792,7 @@
   {
     "id": "lightning-factory-explainer",
     "path": "skills/lightning-factory-explainer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "lightning-factory-explainer",
     "description": "Explain Bitcoin Lightning channel factories and the SuperScalar protocol \u2014 scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.",
     "risk": "unknown",
@@ -5802,7 +5802,7 @@
   {
     "id": "linear-automation",
     "path": "skills/linear-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linear-automation",
     "description": "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5822,7 +5822,7 @@
   {
     "id": "linkedin-automation",
     "path": "skills/linkedin-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linkedin-automation",
     "description": "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -5832,7 +5832,7 @@
   {
     "id": "linkedin-cli",
     "path": "skills/linkedin-cli",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "linkedin-cli",
     "description": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.",
     "risk": "safe",
@@ -5842,7 +5842,7 @@
   {
     "id": "linkerd-patterns",
     "path": "skills/linkerd-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "linkerd-patterns",
     "description": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...",
     "risk": "unknown",
@@ -5852,7 +5852,7 @@
   {
     "id": "lint-and-validate",
     "path": "skills/lint-and-validate",
-    "category": "database",
+    "category": "uncategorized",
     "name": "lint-and-validate",
     "description": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...",
     "risk": "unknown",
@@ -5862,7 +5862,7 @@
   {
     "id": "linux-privilege-escalation",
     "path": "skills/linux-privilege-escalation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "linux-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...",
     "risk": "unknown",
@@ -5872,7 +5872,7 @@
   {
     "id": "linux-shell-scripting",
     "path": "skills/linux-shell-scripting",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "linux-shell-scripting",
     "description": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...",
     "risk": "unknown",
@@ -5892,7 +5892,7 @@
   {
     "id": "llm-app-patterns",
     "path": "skills/llm-app-patterns",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-app-patterns",
     "description": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...",
     "risk": "unknown",
@@ -5902,7 +5902,7 @@
   {
     "id": "llm-application-dev-ai-assistant",
     "path": "skills/llm-application-dev-ai-assistant",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-ai-assistant",
     "description": "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur",
     "risk": "unknown",
@@ -5912,7 +5912,7 @@
   {
     "id": "llm-application-dev-langchain-agent",
     "path": "skills/llm-application-dev-langchain-agent",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-langchain-agent",
     "description": "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.",
     "risk": "unknown",
@@ -5922,7 +5922,7 @@
   {
     "id": "llm-application-dev-prompt-optimize",
     "path": "skills/llm-application-dev-prompt-optimize",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-application-dev-prompt-optimize",
     "description": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati",
     "risk": "unknown",
@@ -5932,7 +5932,7 @@
   {
     "id": "llm-evaluation",
     "path": "skills/llm-evaluation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-evaluation",
     "description": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...",
     "risk": "unknown",
@@ -5942,7 +5942,7 @@
   {
     "id": "llm-prompt-optimizer",
     "path": "skills/llm-prompt-optimizer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "llm-prompt-optimizer",
     "description": "Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.",
     "risk": "safe",
@@ -5952,7 +5952,7 @@
   {
     "id": "local-legal-seo-audit",
     "path": "skills/local-legal-seo-audit",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "local-legal-seo-audit",
     "description": "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.",
     "risk": "safe",
@@ -5962,7 +5962,7 @@
   {
     "id": "logistics-exception-management",
     "path": "skills/logistics-exception-management",
-    "category": "database",
+    "category": "uncategorized",
     "name": "logistics-exception-management",
     "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.",
     "risk": "safe",
@@ -5972,7 +5972,7 @@
   {
     "id": "loki-mode",
     "path": "skills/loki-mode",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "loki-mode",
     "description": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...",
     "risk": "unknown",
@@ -5982,7 +5982,7 @@
   {
     "id": "m365-agents-dotnet",
     "path": "skills/m365-agents-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "m365-agents-dotnet",
     "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.",
     "risk": "unknown",
@@ -5992,7 +5992,7 @@
   {
     "id": "m365-agents-py",
     "path": "skills/m365-agents-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "m365-agents-py",
     "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.",
     "risk": "unknown",
@@ -6002,7 +6002,7 @@
   {
     "id": "m365-agents-ts",
     "path": "skills/m365-agents-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "m365-agents-ts",
     "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.",
     "risk": "unknown",
@@ -6012,7 +6012,7 @@
   {
     "id": "machine-learning-ops-ml-pipeline",
     "path": "skills/machine-learning-ops-ml-pipeline",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "machine-learning-ops-ml-pipeline",
     "description": "Design and implement a complete ML pipeline for: $ARGUMENTS",
     "risk": "unknown",
@@ -6022,7 +6022,7 @@
   {
     "id": "mailchimp-automation",
     "path": "skills/mailchimp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "mailchimp-automation",
     "description": "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6032,7 +6032,7 @@
   {
     "id": "make-automation",
     "path": "skills/make-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "make-automation",
     "description": "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6042,7 +6042,7 @@
   {
     "id": "makepad-skills",
     "path": "skills/makepad-skills",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "makepad-skills",
     "description": "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.",
     "risk": "safe",
@@ -6062,7 +6062,7 @@
   {
     "id": "manifest",
     "path": "skills/manifest",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "manifest",
     "description": "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.",
     "risk": "unknown",
@@ -6072,7 +6072,7 @@
   {
     "id": "market-sizing-analysis",
     "path": "skills/market-sizing-analysis",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "market-sizing-analysis",
     "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...",
     "risk": "unknown",
@@ -6092,7 +6092,7 @@
   {
     "id": "marketing-psychology",
     "path": "skills/marketing-psychology",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "marketing-psychology",
     "description": "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.",
     "risk": "unknown",
@@ -6102,7 +6102,7 @@
   {
     "id": "mcp-builder",
     "path": "skills/mcp-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "mcp-builder",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6112,7 +6112,7 @@
   {
     "id": "mcp-builder-ms",
     "path": "skills/mcp-builder-ms",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "mcp-builder-ms",
     "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...",
     "risk": "unknown",
@@ -6132,7 +6132,7 @@
   {
     "id": "memory-safety-patterns",
     "path": "skills/memory-safety-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "memory-safety-patterns",
     "description": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...",
     "risk": "unknown",
@@ -6152,7 +6152,7 @@
   {
     "id": "mermaid-expert",
     "path": "skills/mermaid-expert",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "mermaid-expert",
     "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.",
     "risk": "unknown",
@@ -6162,7 +6162,7 @@
   {
     "id": "metasploit-framework",
     "path": "skills/metasploit-framework",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "metasploit-framework",
     "description": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...",
     "risk": "unknown",
@@ -6172,7 +6172,7 @@
   {
     "id": "micro-saas-launcher",
     "path": "skills/micro-saas-launcher",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "micro-saas-launcher",
     "description": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...",
     "risk": "unknown",
@@ -6182,7 +6182,7 @@
   {
     "id": "microservices-patterns",
     "path": "skills/microservices-patterns",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "microservices-patterns",
     "description": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...",
     "risk": "unknown",
@@ -6192,7 +6192,7 @@
   {
     "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet",
     "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.",
     "risk": "unknown",
@@ -6202,7 +6202,7 @@
   {
     "id": "microsoft-teams-automation",
     "path": "skills/microsoft-teams-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "microsoft-teams-automation",
     "description": "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6212,7 +6212,7 @@
   {
     "id": "minecraft-bukkit-pro",
     "path": "skills/minecraft-bukkit-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "minecraft-bukkit-pro",
     "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.",
     "risk": "unknown",
@@ -6222,7 +6222,7 @@
   {
     "id": "miro-automation",
     "path": "skills/miro-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "miro-automation",
     "description": "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6232,7 +6232,7 @@
   {
     "id": "mixpanel-automation",
     "path": "skills/mixpanel-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "mixpanel-automation",
     "description": "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6242,7 +6242,7 @@
   {
     "id": "ml-engineer",
     "path": "skills/ml-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ml-engineer",
     "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.",
     "risk": "unknown",
@@ -6252,7 +6252,7 @@
   {
     "id": "ml-pipeline-workflow",
     "path": "skills/ml-pipeline-workflow",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ml-pipeline-workflow",
     "description": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...",
     "risk": "unknown",
@@ -6262,7 +6262,7 @@
   {
     "id": "mlops-engineer",
     "path": "skills/mlops-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "mlops-engineer",
     "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.",
     "risk": "unknown",
@@ -6272,7 +6272,7 @@
   {
     "id": "mobile-design",
     "path": "skills/mobile-design",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "mobile-design",
     "description": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...",
     "risk": "unknown",
@@ -6282,7 +6282,7 @@
   {
     "id": "mobile-developer",
     "path": "skills/mobile-developer",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "mobile-developer",
     "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.",
     "risk": "unknown",
@@ -6292,7 +6292,7 @@
   {
     "id": "mobile-games",
     "path": "skills/game-development/mobile-games",
-    "category": "mobile",
+    "category": "game-development",
     "name": "mobile-games",
     "description": "Mobile game development principles. Touch input, battery, performance, app stores.",
     "risk": "unknown",
@@ -6302,7 +6302,7 @@
   {
     "id": "mobile-security-coder",
     "path": "skills/mobile-security-coder",
-    "category": "security",
+    "category": "uncategorized",
     "name": "mobile-security-coder",
     "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.",
     "risk": "unknown",
@@ -6312,7 +6312,7 @@
   {
     "id": "modern-javascript-patterns",
     "path": "skills/modern-javascript-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "modern-javascript-patterns",
     "description": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...",
     "risk": "unknown",
@@ -6322,7 +6322,7 @@
   {
     "id": "monday-automation",
     "path": "skills/monday-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "monday-automation",
     "description": "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6352,7 +6352,7 @@
   {
     "id": "moodle-external-api-development",
     "path": "skills/moodle-external-api-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "moodle-external-api-development",
     "description": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...",
     "risk": "unknown",
@@ -6362,7 +6362,7 @@
   {
     "id": "mtls-configuration",
     "path": "skills/mtls-configuration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "mtls-configuration",
     "description": "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.",
     "risk": "unknown",
@@ -6372,7 +6372,7 @@
   {
     "id": "multi-agent-brainstorming",
     "path": "skills/multi-agent-brainstorming",
-    "category": "database",
+    "category": "uncategorized",
     "name": "multi-agent-brainstorming",
     "description": "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.",
     "risk": "unknown",
@@ -6392,7 +6392,7 @@
   {
     "id": "multi-cloud-architecture",
     "path": "skills/multi-cloud-architecture",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "multi-cloud-architecture",
     "description": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...",
     "risk": "unknown",
@@ -6402,7 +6402,7 @@
   {
     "id": "multi-platform-apps-multi-platform",
     "path": "skills/multi-platform-apps-multi-platform",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "multi-platform-apps-multi-platform",
     "description": "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.",
     "risk": "unknown",
@@ -6422,7 +6422,7 @@
   {
     "id": "n8n-code-python",
     "path": "skills/n8n-code-python",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "n8n-code-python",
     "description": "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.",
     "risk": "safe",
@@ -6432,7 +6432,7 @@
   {
     "id": "n8n-mcp-tools-expert",
     "path": "skills/n8n-mcp-tools-expert",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "n8n-mcp-tools-expert",
     "description": "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...",
     "risk": "safe",
@@ -6442,7 +6442,7 @@
   {
     "id": "n8n-node-configuration",
     "path": "skills/n8n-node-configuration",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "n8n-node-configuration",
     "description": "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...",
     "risk": "safe",
@@ -6452,7 +6452,7 @@
   {
     "id": "nanobanana-ppt-skills",
     "path": "skills/nanobanana-ppt-skills",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "nanobanana-ppt-skills",
     "description": "AI-powered PPT generation with document analysis and styled images",
     "risk": "safe",
@@ -6462,7 +6462,7 @@
   {
     "id": "neon-postgres",
     "path": "skills/neon-postgres",
-    "category": "database",
+    "category": "uncategorized",
     "name": "neon-postgres",
     "description": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...",
     "risk": "unknown",
@@ -6472,7 +6472,7 @@
   {
     "id": "nerdzao-elite",
     "path": "skills/nerdzao-elite",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "nerdzao-elite",
     "description": "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.",
     "risk": "safe",
@@ -6482,7 +6482,7 @@
   {
     "id": "nerdzao-elite-gemini-high",
     "path": "skills/nerdzao-elite-gemini-high",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "nerdzao-elite-gemini-high",
     "description": "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade m\u00e1xima e efici\u00eancia de tokens.",
     "risk": "safe",
@@ -6502,7 +6502,7 @@
   {
     "id": "network-101",
     "path": "skills/network-101",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "network-101",
     "description": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...",
     "risk": "unknown",
@@ -6512,7 +6512,7 @@
   {
     "id": "network-engineer",
     "path": "skills/network-engineer",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "network-engineer",
     "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.",
     "risk": "unknown",
@@ -6522,7 +6522,7 @@
   {
     "id": "nextjs-app-router-patterns",
     "path": "skills/nextjs-app-router-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "nextjs-app-router-patterns",
     "description": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...",
     "risk": "unknown",
@@ -6532,7 +6532,7 @@
   {
     "id": "nextjs-best-practices",
     "path": "skills/nextjs-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "nextjs-best-practices",
     "description": "Next.js App Router principles. Server Components, data fetching, routing patterns.",
     "risk": "unknown",
@@ -6542,7 +6542,7 @@
   {
     "id": "nextjs-supabase-auth",
     "path": "skills/nextjs-supabase-auth",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nextjs-supabase-auth",
     "description": "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.",
     "risk": "unknown",
@@ -6552,7 +6552,7 @@
   {
     "id": "nft-standards",
     "path": "skills/nft-standards",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "nft-standards",
     "description": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...",
     "risk": "unknown",
@@ -6562,7 +6562,7 @@
   {
     "id": "nodejs-backend-patterns",
     "path": "skills/nodejs-backend-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nodejs-backend-patterns",
     "description": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...",
     "risk": "unknown",
@@ -6572,7 +6572,7 @@
   {
     "id": "nodejs-best-practices",
     "path": "skills/nodejs-best-practices",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "nodejs-best-practices",
     "description": "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -6582,7 +6582,7 @@
   {
     "id": "nosql-expert",
     "path": "skills/nosql-expert",
-    "category": "database",
+    "category": "uncategorized",
     "name": "nosql-expert",
     "description": "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.",
     "risk": "unknown",
@@ -6592,7 +6592,7 @@
   {
     "id": "notebooklm",
     "path": "skills/notebooklm",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "notebooklm",
     "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....",
     "risk": "unknown",
@@ -6602,7 +6602,7 @@
   {
     "id": "notion-automation",
     "path": "skills/notion-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "notion-automation",
     "description": "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6612,7 +6612,7 @@
   {
     "id": "notion-template-business",
     "path": "skills/notion-template-business",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "notion-template-business",
     "description": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...",
     "risk": "unknown",
@@ -6632,7 +6632,7 @@
   {
     "id": "observability-engineer",
     "path": "skills/observability-engineer",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-engineer",
     "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.",
     "risk": "unknown",
@@ -6642,7 +6642,7 @@
   {
     "id": "observability-monitoring-monitor-setup",
     "path": "skills/observability-monitoring-monitor-setup",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-monitoring-monitor-setup",
     "description": "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da",
     "risk": "unknown",
@@ -6652,7 +6652,7 @@
   {
     "id": "observability-monitoring-slo-implement",
     "path": "skills/observability-monitoring-slo-implement",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "observability-monitoring-slo-implement",
     "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...",
     "risk": "unknown",
@@ -6662,7 +6662,7 @@
   {
     "id": "observe-whatsapp",
     "path": "skills/observe-whatsapp",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "observe-whatsapp",
     "description": "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...",
     "risk": "safe",
@@ -6672,7 +6672,7 @@
   {
     "id": "obsidian-clipper-template-creator",
     "path": "skills/obsidian-clipper-template-creator",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "obsidian-clipper-template-creator",
     "description": "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.",
     "risk": "unknown",
@@ -6692,7 +6692,7 @@
   {
     "id": "on-call-handoff-patterns",
     "path": "skills/on-call-handoff-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "on-call-handoff-patterns",
     "description": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...",
     "risk": "unknown",
@@ -6712,7 +6712,7 @@
   {
     "id": "one-drive-automation",
     "path": "skills/one-drive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "one-drive-automation",
     "description": "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6722,7 +6722,7 @@
   {
     "id": "openapi-spec-generation",
     "path": "skills/openapi-spec-generation",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "openapi-spec-generation",
     "description": "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.",
     "risk": "unknown",
@@ -6752,7 +6752,7 @@
   {
     "id": "outlook-automation",
     "path": "skills/outlook-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "outlook-automation",
     "description": "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6762,7 +6762,7 @@
   {
     "id": "outlook-calendar-automation",
     "path": "skills/outlook-calendar-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "outlook-calendar-automation",
     "description": "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6772,7 +6772,7 @@
   {
     "id": "page-cro",
     "path": "skills/page-cro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "page-cro",
     "description": "Analyze and optimize individual pages for conversion performance.",
     "risk": "unknown",
@@ -6782,7 +6782,7 @@
   {
     "id": "pagerduty-automation",
     "path": "skills/pagerduty-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "pagerduty-automation",
     "description": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6792,7 +6792,7 @@
   {
     "id": "paid-ads",
     "path": "skills/paid-ads",
-    "category": "content",
+    "category": "uncategorized",
     "name": "paid-ads",
     "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...",
     "risk": "unknown",
@@ -6802,7 +6802,7 @@
   {
     "id": "parallel-agents",
     "path": "skills/parallel-agents",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "parallel-agents",
     "description": "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.",
     "risk": "unknown",
@@ -6812,7 +6812,7 @@
   {
     "id": "payment-integration",
     "path": "skills/payment-integration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "payment-integration",
     "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.",
     "risk": "unknown",
@@ -6822,7 +6822,7 @@
   {
     "id": "paypal-integration",
     "path": "skills/paypal-integration",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "paypal-integration",
     "description": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...",
     "risk": "unknown",
@@ -6832,7 +6832,7 @@
   {
     "id": "paywall-upgrade-cro",
     "path": "skills/paywall-upgrade-cro",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "paywall-upgrade-cro",
     "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...",
     "risk": "unknown",
@@ -6852,7 +6852,7 @@
   {
     "id": "pci-compliance",
     "path": "skills/pci-compliance",
-    "category": "security",
+    "category": "uncategorized",
     "name": "pci-compliance",
     "description": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...",
     "risk": "unknown",
@@ -6862,7 +6862,7 @@
   {
     "id": "pdf-official",
     "path": "skills/pdf-official",
-    "category": "database",
+    "category": "uncategorized",
     "name": "pdf-official",
     "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...",
     "risk": "unknown",
@@ -6872,7 +6872,7 @@
   {
     "id": "pentest-checklist",
     "path": "skills/pentest-checklist",
-    "category": "security",
+    "category": "uncategorized",
     "name": "pentest-checklist",
     "description": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...",
     "risk": "unknown",
@@ -6882,7 +6882,7 @@
   {
     "id": "pentest-commands",
     "path": "skills/pentest-commands",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "pentest-commands",
     "description": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...",
     "risk": "unknown",
@@ -6892,7 +6892,7 @@
   {
     "id": "performance-engineer",
     "path": "skills/performance-engineer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "performance-engineer",
     "description": "Expert performance engineer specializing in modern observability,",
     "risk": "unknown",
@@ -6902,7 +6902,7 @@
   {
     "id": "performance-profiling",
     "path": "skills/performance-profiling",
-    "category": "database",
+    "category": "uncategorized",
     "name": "performance-profiling",
     "description": "Performance profiling principles. Measurement, analysis, and optimization techniques.",
     "risk": "unknown",
@@ -6912,7 +6912,7 @@
   {
     "id": "performance-testing-review-ai-review",
     "path": "skills/performance-testing-review-ai-review",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "performance-testing-review-ai-review",
     "description": "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C",
     "risk": "unknown",
@@ -6922,7 +6922,7 @@
   {
     "id": "performance-testing-review-multi-agent-review",
     "path": "skills/performance-testing-review-multi-agent-review",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "performance-testing-review-multi-agent-review",
     "description": "Use when working with performance testing review multi agent review",
     "risk": "unknown",
@@ -6942,7 +6942,7 @@
   {
     "id": "php-pro",
     "path": "skills/php-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "php-pro",
     "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n",
     "risk": "unknown",
@@ -6952,7 +6952,7 @@
   {
     "id": "pipedrive-automation",
     "path": "skills/pipedrive-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "pipedrive-automation",
     "description": "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -6962,7 +6962,7 @@
   {
     "id": "plaid-fintech",
     "path": "skills/plaid-fintech",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "plaid-fintech",
     "description": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...",
     "risk": "unknown",
@@ -6972,7 +6972,7 @@
   {
     "id": "plan-writing",
     "path": "skills/plan-writing",
-    "category": "content",
+    "category": "uncategorized",
     "name": "plan-writing",
     "description": "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.",
     "risk": "unknown",
@@ -6982,7 +6982,7 @@
   {
     "id": "planning-with-files",
     "path": "skills/planning-with-files",
-    "category": "content",
+    "category": "uncategorized",
     "name": "planning-with-files",
     "description": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...",
     "risk": "unknown",
@@ -6992,7 +6992,7 @@
   {
     "id": "playwright-skill",
     "path": "skills/playwright-skill",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "playwright-skill",
     "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...",
     "risk": "unknown",
@@ -7002,7 +7002,7 @@
   {
     "id": "podcast-generation",
     "path": "skills/podcast-generation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "podcast-generation",
     "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...",
     "risk": "unknown",
@@ -7012,7 +7012,7 @@
   {
     "id": "popup-cro",
     "path": "skills/popup-cro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "popup-cro",
     "description": "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.",
     "risk": "unknown",
@@ -7022,7 +7022,7 @@
   {
     "id": "posix-shell-pro",
     "path": "skills/posix-shell-pro",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "posix-shell-pro",
     "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).",
     "risk": "unknown",
@@ -7032,7 +7032,7 @@
   {
     "id": "postgres-best-practices",
     "path": "skills/postgres-best-practices",
-    "category": "database",
+    "category": "uncategorized",
     "name": "postgres-best-practices",
     "description": "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",
     "risk": "unknown",
@@ -7042,7 +7042,7 @@
   {
     "id": "postgresql",
     "path": "skills/postgresql",
-    "category": "database",
+    "category": "uncategorized",
     "name": "postgresql",
     "description": "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features",
     "risk": "unknown",
@@ -7062,7 +7062,7 @@
   {
     "id": "posthog-automation",
     "path": "skills/posthog-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "posthog-automation",
     "description": "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7072,7 +7072,7 @@
   {
     "id": "postmark-automation",
     "path": "skills/postmark-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "postmark-automation",
     "description": "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7082,7 +7082,7 @@
   {
     "id": "postmortem-writing",
     "path": "skills/postmortem-writing",
-    "category": "content",
+    "category": "uncategorized",
     "name": "postmortem-writing",
     "description": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...",
     "risk": "unknown",
@@ -7102,7 +7102,7 @@
   {
     "id": "pptx-official",
     "path": "skills/pptx-official",
-    "category": "content",
+    "category": "uncategorized",
     "name": "pptx-official",
     "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...",
     "risk": "unknown",
@@ -7122,7 +7122,7 @@
   {
     "id": "prisma-expert",
     "path": "skills/prisma-expert",
-    "category": "database",
+    "category": "uncategorized",
     "name": "prisma-expert",
     "description": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...",
     "risk": "unknown",
@@ -7152,7 +7152,7 @@
   {
     "id": "production-code-audit",
     "path": "skills/production-code-audit",
-    "category": "security",
+    "category": "uncategorized",
     "name": "production-code-audit",
     "description": "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations",
     "risk": "unknown",
@@ -7182,7 +7182,7 @@
   {
     "id": "programmatic-seo",
     "path": "skills/programmatic-seo",
-    "category": "content",
+    "category": "uncategorized",
     "name": "programmatic-seo",
     "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.",
     "risk": "unknown",
@@ -7192,7 +7192,7 @@
   {
     "id": "projection-patterns",
     "path": "skills/projection-patterns",
-    "category": "database",
+    "category": "uncategorized",
     "name": "projection-patterns",
     "description": "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.",
     "risk": "unknown",
@@ -7202,7 +7202,7 @@
   {
     "id": "prometheus-configuration",
     "path": "skills/prometheus-configuration",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "prometheus-configuration",
     "description": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...",
     "risk": "unknown",
@@ -7212,7 +7212,7 @@
   {
     "id": "prompt-caching",
     "path": "skills/prompt-caching",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "prompt-caching",
     "description": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...",
     "risk": "unknown",
@@ -7242,7 +7242,7 @@
   {
     "id": "prompt-engineering-patterns",
     "path": "skills/prompt-engineering-patterns",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "prompt-engineering-patterns",
     "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...",
     "risk": "unknown",
@@ -7262,7 +7262,7 @@
   {
     "id": "protocol-reverse-engineering",
     "path": "skills/protocol-reverse-engineering",
-    "category": "content",
+    "category": "uncategorized",
     "name": "protocol-reverse-engineering",
     "description": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...",
     "risk": "unknown",
@@ -7272,7 +7272,7 @@
   {
     "id": "pydantic-models-py",
     "path": "skills/pydantic-models-py",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "pydantic-models-py",
     "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...",
     "risk": "unknown",
@@ -7282,7 +7282,7 @@
   {
     "id": "pypict-skill",
     "path": "skills/pypict-skill",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "pypict-skill",
     "description": "Pairwise test generation",
     "risk": "safe",
@@ -7292,7 +7292,7 @@
   {
     "id": "python-development-python-scaffold",
     "path": "skills/python-development-python-scaffold",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-development-python-scaffold",
     "description": "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint",
     "risk": "unknown",
@@ -7312,7 +7312,7 @@
   {
     "id": "python-packaging",
     "path": "skills/python-packaging",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-packaging",
     "description": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...",
     "risk": "unknown",
@@ -7322,7 +7322,7 @@
   {
     "id": "python-patterns",
     "path": "skills/python-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-patterns",
     "description": "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.",
     "risk": "unknown",
@@ -7332,7 +7332,7 @@
   {
     "id": "python-performance-optimization",
     "path": "skills/python-performance-optimization",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-performance-optimization",
     "description": "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.",
     "risk": "unknown",
@@ -7342,7 +7342,7 @@
   {
     "id": "python-pro",
     "path": "skills/python-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "python-pro",
     "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.",
     "risk": "unknown",
@@ -7352,7 +7352,7 @@
   {
     "id": "python-testing-patterns",
     "path": "skills/python-testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "python-testing-patterns",
     "description": "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.",
     "risk": "unknown",
@@ -7362,7 +7362,7 @@
   {
     "id": "quality-nonconformance",
     "path": "skills/quality-nonconformance",
-    "category": "database",
+    "category": "uncategorized",
     "name": "quality-nonconformance",
     "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.",
     "risk": "safe",
@@ -7372,7 +7372,7 @@
   {
     "id": "quant-analyst",
     "path": "skills/quant-analyst",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "quant-analyst",
     "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.",
     "risk": "unknown",
@@ -7382,7 +7382,7 @@
   {
     "id": "radix-ui-design-system",
     "path": "skills/radix-ui-design-system",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "radix-ui-design-system",
     "description": "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.",
     "risk": "safe",
@@ -7392,7 +7392,7 @@
   {
     "id": "rag-engineer",
     "path": "skills/rag-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "rag-engineer",
     "description": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...",
     "risk": "unknown",
@@ -7412,7 +7412,7 @@
   {
     "id": "react-best-practices",
     "path": "skills/react-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-best-practices",
     "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...",
     "risk": "unknown",
@@ -7422,7 +7422,7 @@
   {
     "id": "react-flow-architect",
     "path": "skills/react-flow-architect",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-flow-architect",
     "description": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...",
     "risk": "unknown",
@@ -7432,7 +7432,7 @@
   {
     "id": "react-flow-node-ts",
     "path": "skills/react-flow-node-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-flow-node-ts",
     "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...",
     "risk": "unknown",
@@ -7442,7 +7442,7 @@
   {
     "id": "react-modernization",
     "path": "skills/react-modernization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-modernization",
     "description": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...",
     "risk": "unknown",
@@ -7452,7 +7452,7 @@
   {
     "id": "react-native-architecture",
     "path": "skills/react-native-architecture",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "react-native-architecture",
     "description": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...",
     "risk": "unknown",
@@ -7472,7 +7472,7 @@
   {
     "id": "react-patterns",
     "path": "skills/react-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-patterns",
     "description": "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.",
     "risk": "unknown",
@@ -7482,7 +7482,7 @@
   {
     "id": "react-state-management",
     "path": "skills/react-state-management",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-state-management",
     "description": "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.",
     "risk": "unknown",
@@ -7492,7 +7492,7 @@
   {
     "id": "react-ui-patterns",
     "path": "skills/react-ui-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "react-ui-patterns",
     "description": "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.",
     "risk": "unknown",
@@ -7502,7 +7502,7 @@
   {
     "id": "readme",
     "path": "skills/readme",
-    "category": "content",
+    "category": "uncategorized",
     "name": "readme",
     "description": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...",
     "risk": "safe",
@@ -7512,7 +7512,7 @@
   {
     "id": "receiving-code-review",
     "path": "skills/receiving-code-review",
-    "category": "database",
+    "category": "uncategorized",
     "name": "receiving-code-review",
     "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...",
     "risk": "unknown",
@@ -7532,7 +7532,7 @@
   {
     "id": "red-team-tools",
     "path": "skills/red-team-tools",
-    "category": "database",
+    "category": "uncategorized",
     "name": "red-team-tools",
     "description": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...",
     "risk": "unknown",
@@ -7542,7 +7542,7 @@
   {
     "id": "reddit-automation",
     "path": "skills/reddit-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "reddit-automation",
     "description": "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7552,7 +7552,7 @@
   {
     "id": "reference-builder",
     "path": "skills/reference-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "reference-builder",
     "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.",
     "risk": "unknown",
@@ -7562,7 +7562,7 @@
   {
     "id": "referral-program",
     "path": "skills/referral-program",
-    "category": "content",
+    "category": "uncategorized",
     "name": "referral-program",
     "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...",
     "risk": "unknown",
@@ -7572,7 +7572,7 @@
   {
     "id": "remotion-best-practices",
     "path": "skills/remotion-best-practices",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "remotion-best-practices",
     "description": "Best practices for Remotion - Video creation in React",
     "risk": "unknown",
@@ -7582,7 +7582,7 @@
   {
     "id": "render-automation",
     "path": "skills/render-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "render-automation",
     "description": "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7602,7 +7602,7 @@
   {
     "id": "research-engineer",
     "path": "skills/research-engineer",
-    "category": "database",
+    "category": "uncategorized",
     "name": "research-engineer",
     "description": "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...",
     "risk": "unknown",
@@ -7612,7 +7612,7 @@
   {
     "id": "returns-reverse-logistics",
     "path": "skills/returns-reverse-logistics",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "returns-reverse-logistics",
     "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.",
     "risk": "safe",
@@ -7622,7 +7622,7 @@
   {
     "id": "reverse-engineer",
     "path": "skills/reverse-engineer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "reverse-engineer",
     "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.",
     "risk": "unknown",
@@ -7642,7 +7642,7 @@
   {
     "id": "risk-metrics-calculation",
     "path": "skills/risk-metrics-calculation",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "risk-metrics-calculation",
     "description": "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.",
     "risk": "unknown",
@@ -7652,7 +7652,7 @@
   {
     "id": "ruby-pro",
     "path": "skills/ruby-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "ruby-pro",
     "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.",
     "risk": "unknown",
@@ -7662,7 +7662,7 @@
   {
     "id": "rust-async-patterns",
     "path": "skills/rust-async-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "rust-async-patterns",
     "description": "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.",
     "risk": "unknown",
@@ -7672,7 +7672,7 @@
   {
     "id": "rust-pro",
     "path": "skills/rust-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "rust-pro",
     "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.",
     "risk": "unknown",
@@ -7682,7 +7682,7 @@
   {
     "id": "saas-mvp-launcher",
     "path": "skills/saas-mvp-launcher",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "saas-mvp-launcher",
     "description": "Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.",
     "risk": "safe",
@@ -7692,7 +7692,7 @@
   {
     "id": "saga-orchestration",
     "path": "skills/saga-orchestration",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "saga-orchestration",
     "description": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...",
     "risk": "unknown",
@@ -7702,7 +7702,7 @@
   {
     "id": "sales-automator",
     "path": "skills/sales-automator",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "sales-automator",
     "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n",
     "risk": "unknown",
@@ -7712,7 +7712,7 @@
   {
     "id": "salesforce-automation",
     "path": "skills/salesforce-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "salesforce-automation",
     "description": "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7722,7 +7722,7 @@
   {
     "id": "salesforce-development",
     "path": "skills/salesforce-development",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "salesforce-development",
     "description": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...",
     "risk": "unknown",
@@ -7732,7 +7732,7 @@
   {
     "id": "sast-configuration",
     "path": "skills/sast-configuration",
-    "category": "security",
+    "category": "uncategorized",
     "name": "sast-configuration",
     "description": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...",
     "risk": "unknown",
@@ -7742,7 +7742,7 @@
   {
     "id": "scala-pro",
     "path": "skills/scala-pro",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "scala-pro",
     "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.",
     "risk": "unknown",
@@ -7752,7 +7752,7 @@
   {
     "id": "scanning-tools",
     "path": "skills/scanning-tools",
-    "category": "security",
+    "category": "uncategorized",
     "name": "scanning-tools",
     "description": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...",
     "risk": "unknown",
@@ -7762,7 +7762,7 @@
   {
     "id": "schema-markup",
     "path": "skills/schema-markup",
-    "category": "content",
+    "category": "uncategorized",
     "name": "schema-markup",
     "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.",
     "risk": "unknown",
@@ -7772,7 +7772,7 @@
   {
     "id": "screen-reader-testing",
     "path": "skills/screen-reader-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "screen-reader-testing",
     "description": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...",
     "risk": "unknown",
@@ -7782,7 +7782,7 @@
   {
     "id": "screenshots",
     "path": "skills/screenshots",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "screenshots",
     "description": "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.",
     "risk": "safe",
@@ -7792,7 +7792,7 @@
   {
     "id": "scroll-experience",
     "path": "skills/scroll-experience",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "scroll-experience",
     "description": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...",
     "risk": "unknown",
@@ -7802,7 +7802,7 @@
   {
     "id": "search-specialist",
     "path": "skills/search-specialist",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "search-specialist",
     "description": "Expert web researcher using advanced search techniques and",
     "risk": "unknown",
@@ -7812,7 +7812,7 @@
   {
     "id": "secrets-management",
     "path": "skills/secrets-management",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "secrets-management",
     "description": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...",
     "risk": "unknown",
@@ -7832,7 +7832,7 @@
   {
     "id": "security-auditor",
     "path": "skills/security-auditor",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-auditor",
     "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.",
     "risk": "unknown",
@@ -7842,7 +7842,7 @@
   {
     "id": "security-bluebook-builder",
     "path": "skills/security-bluebook-builder",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-bluebook-builder",
     "description": "Build security Blue Books for sensitive apps",
     "risk": "safe",
@@ -7852,7 +7852,7 @@
   {
     "id": "security-compliance-compliance-check",
     "path": "skills/security-compliance-compliance-check",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-compliance-compliance-check",
     "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...",
     "risk": "unknown",
@@ -7862,7 +7862,7 @@
   {
     "id": "security-requirement-extraction",
     "path": "skills/security-requirement-extraction",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-requirement-extraction",
     "description": "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.",
     "risk": "unknown",
@@ -7872,7 +7872,7 @@
   {
     "id": "security-scanning-security-dependencies",
     "path": "skills/security-scanning-security-dependencies",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-dependencies",
     "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...",
     "risk": "unknown",
@@ -7882,7 +7882,7 @@
   {
     "id": "security-scanning-security-hardening",
     "path": "skills/security-scanning-security-hardening",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-hardening",
     "description": "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.",
     "risk": "unknown",
@@ -7892,7 +7892,7 @@
   {
     "id": "security-scanning-security-sast",
     "path": "skills/security-scanning-security-sast",
-    "category": "security",
+    "category": "uncategorized",
     "name": "security-scanning-security-sast",
     "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n",
     "risk": "unknown",
@@ -7902,7 +7902,7 @@
   {
     "id": "segment-automation",
     "path": "skills/segment-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "segment-automation",
     "description": "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7912,7 +7912,7 @@
   {
     "id": "segment-cdp",
     "path": "skills/segment-cdp",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "segment-cdp",
     "description": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...",
     "risk": "unknown",
@@ -7922,7 +7922,7 @@
   {
     "id": "sendgrid-automation",
     "path": "skills/sendgrid-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "sendgrid-automation",
     "description": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...",
     "risk": "unknown",
@@ -7932,7 +7932,7 @@
   {
     "id": "senior-architect",
     "path": "skills/senior-architect",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "senior-architect",
     "description": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...",
     "risk": "unknown",
@@ -7942,7 +7942,7 @@
   {
     "id": "senior-fullstack",
     "path": "skills/senior-fullstack",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "senior-fullstack",
     "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...",
     "risk": "unknown",
@@ -7952,7 +7952,7 @@
   {
     "id": "sentry-automation",
     "path": "skills/sentry-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "sentry-automation",
     "description": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -7962,7 +7962,7 @@
   {
     "id": "seo-audit",
     "path": "skills/seo-audit",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-audit",
     "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.",
     "risk": "unknown",
@@ -7972,7 +7972,7 @@
   {
     "id": "seo-authority-builder",
     "path": "skills/seo-authority-builder",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-authority-builder",
     "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n",
     "risk": "unknown",
@@ -7982,7 +7982,7 @@
   {
     "id": "seo-cannibalization-detector",
     "path": "skills/seo-cannibalization-detector",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-cannibalization-detector",
     "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.",
     "risk": "unknown",
@@ -7992,7 +7992,7 @@
   {
     "id": "seo-content-auditor",
     "path": "skills/seo-content-auditor",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-auditor",
     "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.",
     "risk": "unknown",
@@ -8002,7 +8002,7 @@
   {
     "id": "seo-content-planner",
     "path": "skills/seo-content-planner",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-planner",
     "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n",
     "risk": "unknown",
@@ -8012,7 +8012,7 @@
   {
     "id": "seo-content-refresher",
     "path": "skills/seo-content-refresher",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-refresher",
     "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.",
     "risk": "unknown",
@@ -8022,7 +8022,7 @@
   {
     "id": "seo-content-writer",
     "path": "skills/seo-content-writer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-content-writer",
     "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.",
     "risk": "unknown",
@@ -8032,7 +8032,7 @@
   {
     "id": "seo-forensic-incident-response",
     "path": "skills/seo-forensic-incident-response",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-forensic-incident-response",
     "description": "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.",
     "risk": "safe",
@@ -8042,7 +8042,7 @@
   {
     "id": "seo-fundamentals",
     "path": "skills/seo-fundamentals",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "seo-fundamentals",
     "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.",
     "risk": "unknown",
@@ -8052,7 +8052,7 @@
   {
     "id": "seo-keyword-strategist",
     "path": "skills/seo-keyword-strategist",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-keyword-strategist",
     "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.",
     "risk": "unknown",
@@ -8062,7 +8062,7 @@
   {
     "id": "seo-meta-optimizer",
     "path": "skills/seo-meta-optimizer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-meta-optimizer",
     "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.",
     "risk": "unknown",
@@ -8072,7 +8072,7 @@
   {
     "id": "seo-snippet-hunter",
     "path": "skills/seo-snippet-hunter",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-snippet-hunter",
     "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.",
     "risk": "unknown",
@@ -8082,7 +8082,7 @@
   {
     "id": "seo-structure-architect",
     "path": "skills/seo-structure-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "seo-structure-architect",
     "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.",
     "risk": "unknown",
@@ -8092,7 +8092,7 @@
   {
     "id": "server-management",
     "path": "skills/server-management",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "server-management",
     "description": "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.",
     "risk": "unknown",
@@ -8102,7 +8102,7 @@
   {
     "id": "service-mesh-expert",
     "path": "skills/service-mesh-expert",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "service-mesh-expert",
     "description": "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con",
     "risk": "unknown",
@@ -8112,7 +8112,7 @@
   {
     "id": "service-mesh-observability",
     "path": "skills/service-mesh-observability",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "service-mesh-observability",
     "description": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...",
     "risk": "unknown",
@@ -8122,7 +8122,7 @@
   {
     "id": "shader-programming-glsl",
     "path": "skills/shader-programming-glsl",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "shader-programming-glsl",
     "description": "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.",
     "risk": "safe",
@@ -8132,7 +8132,7 @@
   {
     "id": "sharp-edges",
     "path": "skills/sharp-edges",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sharp-edges",
     "description": "Identify error-prone APIs and dangerous configurations",
     "risk": "safe",
@@ -8152,7 +8152,7 @@
   {
     "id": "shodan-reconnaissance",
     "path": "skills/shodan-reconnaissance",
-    "category": "database",
+    "category": "uncategorized",
     "name": "shodan-reconnaissance",
     "description": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...",
     "risk": "unknown",
@@ -8162,7 +8162,7 @@
   {
     "id": "shopify-apps",
     "path": "skills/shopify-apps",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "shopify-apps",
     "description": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...",
     "risk": "unknown",
@@ -8172,7 +8172,7 @@
   {
     "id": "shopify-automation",
     "path": "skills/shopify-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "shopify-automation",
     "description": "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8182,7 +8182,7 @@
   {
     "id": "shopify-development",
     "path": "skills/shopify-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "shopify-development",
     "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.",
     "risk": "unknown",
@@ -8202,7 +8202,7 @@
   {
     "id": "similarity-search-patterns",
     "path": "skills/similarity-search-patterns",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "similarity-search-patterns",
     "description": "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.",
     "risk": "unknown",
@@ -8222,7 +8222,7 @@
   {
     "id": "skill-creator-ms",
     "path": "skills/skill-creator-ms",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "skill-creator-ms",
     "description": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.",
     "risk": "unknown",
@@ -8232,7 +8232,7 @@
   {
     "id": "skill-developer",
     "path": "skills/skill-developer",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "skill-developer",
     "description": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...",
     "risk": "unknown",
@@ -8242,7 +8242,7 @@
   {
     "id": "skill-rails-upgrade",
     "path": "skills/skill-rails-upgrade",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "skill-rails-upgrade",
     "description": "Analyze Rails apps and provide upgrade assessments",
     "risk": "safe",
@@ -8252,7 +8252,7 @@
   {
     "id": "skill-router",
     "path": "skills/skill-router",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "skill-router",
     "description": "Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.",
     "risk": "safe",
@@ -8262,7 +8262,7 @@
   {
     "id": "skill-seekers",
     "path": "skills/skill-seekers",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "skill-seekers",
     "description": "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.",
     "risk": "safe",
@@ -8272,7 +8272,7 @@
   {
     "id": "slack-automation",
     "path": "skills/slack-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "slack-automation",
     "description": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...",
     "risk": "unknown",
@@ -8282,7 +8282,7 @@
   {
     "id": "slack-bot-builder",
     "path": "skills/slack-bot-builder",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "slack-bot-builder",
     "description": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...",
     "risk": "unknown",
@@ -8292,7 +8292,7 @@
   {
     "id": "slack-gif-creator",
     "path": "skills/slack-gif-creator",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "slack-gif-creator",
     "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...",
     "risk": "unknown",
@@ -8312,7 +8312,7 @@
   {
     "id": "smtp-penetration-testing",
     "path": "skills/smtp-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "smtp-penetration-testing",
     "description": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...",
     "risk": "unknown",
@@ -8322,7 +8322,7 @@
   {
     "id": "social-content",
     "path": "skills/social-content",
-    "category": "content",
+    "category": "uncategorized",
     "name": "social-content",
     "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...",
     "risk": "unknown",
@@ -8342,7 +8342,7 @@
   {
     "id": "solidity-security",
     "path": "skills/solidity-security",
-    "category": "security",
+    "category": "uncategorized",
     "name": "solidity-security",
     "description": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...",
     "risk": "unknown",
@@ -8352,7 +8352,7 @@
   {
     "id": "spark-optimization",
     "path": "skills/spark-optimization",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "spark-optimization",
     "description": "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.",
     "risk": "unknown",
@@ -8362,7 +8362,7 @@
   {
     "id": "sql-injection-testing",
     "path": "skills/sql-injection-testing",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sql-injection-testing",
     "description": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...",
     "risk": "unknown",
@@ -8372,7 +8372,7 @@
   {
     "id": "sql-optimization-patterns",
     "path": "skills/sql-optimization-patterns",
-    "category": "database",
+    "category": "uncategorized",
     "name": "sql-optimization-patterns",
     "description": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...",
     "risk": "unknown",
@@ -8382,7 +8382,7 @@
   {
     "id": "sql-pro",
     "path": "skills/sql-pro",
-    "category": "database",
+    "category": "uncategorized",
     "name": "sql-pro",
     "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.",
     "risk": "unknown",
@@ -8392,7 +8392,7 @@
   {
     "id": "sqlmap-database-pentesting",
     "path": "skills/sqlmap-database-pentesting",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "sqlmap-database-pentesting",
     "description": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...",
     "risk": "unknown",
@@ -8402,7 +8402,7 @@
   {
     "id": "square-automation",
     "path": "skills/square-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "square-automation",
     "description": "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8412,7 +8412,7 @@
   {
     "id": "ssh-penetration-testing",
     "path": "skills/ssh-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ssh-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...",
     "risk": "unknown",
@@ -8422,7 +8422,7 @@
   {
     "id": "startup-analyst",
     "path": "skills/startup-analyst",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "startup-analyst",
     "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.",
     "risk": "unknown",
@@ -8442,7 +8442,7 @@
   {
     "id": "startup-business-analyst-financial-projections",
     "path": "skills/startup-business-analyst-financial-projections",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "startup-business-analyst-financial-projections",
     "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n",
     "risk": "unknown",
@@ -8452,7 +8452,7 @@
   {
     "id": "startup-business-analyst-market-opportunity",
     "path": "skills/startup-business-analyst-market-opportunity",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "startup-business-analyst-market-opportunity",
     "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n",
     "risk": "unknown",
@@ -8462,7 +8462,7 @@
   {
     "id": "startup-financial-modeling",
     "path": "skills/startup-financial-modeling",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "startup-financial-modeling",
     "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...",
     "risk": "unknown",
@@ -8482,7 +8482,7 @@
   {
     "id": "stitch-ui-design",
     "path": "skills/stitch-ui-design",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "stitch-ui-design",
     "description": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...",
     "risk": "safe",
@@ -8492,7 +8492,7 @@
   {
     "id": "stride-analysis-patterns",
     "path": "skills/stride-analysis-patterns",
-    "category": "content",
+    "category": "uncategorized",
     "name": "stride-analysis-patterns",
     "description": "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.",
     "risk": "unknown",
@@ -8502,7 +8502,7 @@
   {
     "id": "stripe-automation",
     "path": "skills/stripe-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "stripe-automation",
     "description": "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8512,7 +8512,7 @@
   {
     "id": "stripe-integration",
     "path": "skills/stripe-integration",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "stripe-integration",
     "description": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...",
     "risk": "unknown",
@@ -8522,7 +8522,7 @@
   {
     "id": "subagent-driven-development",
     "path": "skills/subagent-driven-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "subagent-driven-development",
     "description": "Use when executing implementation plans with independent tasks in the current session",
     "risk": "unknown",
@@ -8532,7 +8532,7 @@
   {
     "id": "supabase-automation",
     "path": "skills/supabase-automation",
-    "category": "database",
+    "category": "uncategorized",
     "name": "supabase-automation",
     "description": "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8552,7 +8552,7 @@
   {
     "id": "swiftui-expert-skill",
     "path": "skills/swiftui-expert-skill",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "swiftui-expert-skill",
     "description": "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...",
     "risk": "safe",
@@ -8562,7 +8562,7 @@
   {
     "id": "systematic-debugging",
     "path": "skills/systematic-debugging",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "systematic-debugging",
     "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
     "risk": "unknown",
@@ -8572,7 +8572,7 @@
   {
     "id": "systems-programming-rust-project",
     "path": "skills/systems-programming-rust-project",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "systems-programming-rust-project",
     "description": "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing",
     "risk": "unknown",
@@ -8582,7 +8582,7 @@
   {
     "id": "tailwind-design-system",
     "path": "skills/tailwind-design-system",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tailwind-design-system",
     "description": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...",
     "risk": "unknown",
@@ -8592,7 +8592,7 @@
   {
     "id": "tailwind-patterns",
     "path": "skills/tailwind-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tailwind-patterns",
     "description": "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.",
     "risk": "unknown",
@@ -8602,7 +8602,7 @@
   {
     "id": "tavily-web",
     "path": "skills/tavily-web",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "tavily-web",
     "description": "Web search, content extraction, crawling, and research capabilities using Tavily API",
     "risk": "unknown",
@@ -8612,7 +8612,7 @@
   {
     "id": "tdd-orchestrator",
     "path": "skills/tdd-orchestrator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "tdd-orchestrator",
     "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.",
     "risk": "unknown",
@@ -8622,7 +8622,7 @@
   {
     "id": "tdd-workflow",
     "path": "skills/tdd-workflow",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "tdd-workflow",
     "description": "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.",
     "risk": "unknown",
@@ -8632,7 +8632,7 @@
   {
     "id": "tdd-workflows-tdd-cycle",
     "path": "skills/tdd-workflows-tdd-cycle",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-cycle",
     "description": "Use when working with tdd workflows tdd cycle",
     "risk": "unknown",
@@ -8642,7 +8642,7 @@
   {
     "id": "tdd-workflows-tdd-green",
     "path": "skills/tdd-workflows-tdd-green",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-green",
     "description": "Implement the minimal code needed to make failing tests pass in the TDD green phase.",
     "risk": "unknown",
@@ -8652,7 +8652,7 @@
   {
     "id": "tdd-workflows-tdd-red",
     "path": "skills/tdd-workflows-tdd-red",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-red",
     "description": "Generate failing tests for the TDD red phase to define expected behavior and edge cases.",
     "risk": "unknown",
@@ -8662,7 +8662,7 @@
   {
     "id": "tdd-workflows-tdd-refactor",
     "path": "skills/tdd-workflows-tdd-refactor",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tdd-workflows-tdd-refactor",
     "description": "Use when working with tdd workflows tdd refactor",
     "risk": "unknown",
@@ -8672,7 +8672,7 @@
   {
     "id": "team-collaboration-issue",
     "path": "skills/team-collaboration-issue",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "team-collaboration-issue",
     "description": "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an",
     "risk": "unknown",
@@ -8682,7 +8682,7 @@
   {
     "id": "team-collaboration-standup-notes",
     "path": "skills/team-collaboration-standup-notes",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "team-collaboration-standup-notes",
     "description": "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.",
     "risk": "unknown",
@@ -8702,7 +8702,7 @@
   {
     "id": "telegram-automation",
     "path": "skills/telegram-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "telegram-automation",
     "description": "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8712,7 +8712,7 @@
   {
     "id": "telegram-bot-builder",
     "path": "skills/telegram-bot-builder",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "telegram-bot-builder",
     "description": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...",
     "risk": "unknown",
@@ -8722,7 +8722,7 @@
   {
     "id": "telegram-mini-app",
     "path": "skills/telegram-mini-app",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "telegram-mini-app",
     "description": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...",
     "risk": "unknown",
@@ -8732,7 +8732,7 @@
   {
     "id": "templates",
     "path": "skills/app-builder/templates",
-    "category": "ai-ml",
+    "category": "app-builder",
     "name": "templates",
     "description": "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.",
     "risk": "unknown",
@@ -8742,7 +8742,7 @@
   {
     "id": "temporal-golang-pro",
     "path": "skills/temporal-golang-pro",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "temporal-golang-pro",
     "description": "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.",
     "risk": "safe",
@@ -8752,7 +8752,7 @@
   {
     "id": "temporal-python-pro",
     "path": "skills/temporal-python-pro",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "temporal-python-pro",
     "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.",
     "risk": "unknown",
@@ -8762,7 +8762,7 @@
   {
     "id": "temporal-python-testing",
     "path": "skills/temporal-python-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "temporal-python-testing",
     "description": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...",
     "risk": "unknown",
@@ -8772,7 +8772,7 @@
   {
     "id": "terraform-aws-modules",
     "path": "skills/terraform-aws-modules",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "terraform-aws-modules",
     "description": "Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.",
     "risk": "unknown",
@@ -8792,7 +8792,7 @@
   {
     "id": "terraform-module-library",
     "path": "skills/terraform-module-library",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "terraform-module-library",
     "description": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...",
     "risk": "unknown",
@@ -8802,7 +8802,7 @@
   {
     "id": "terraform-skill",
     "path": "skills/terraform-skill",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "terraform-skill",
     "description": "Terraform infrastructure as code best practices",
     "risk": "safe",
@@ -8812,7 +8812,7 @@
   {
     "id": "terraform-specialist",
     "path": "skills/terraform-specialist",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "terraform-specialist",
     "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.",
     "risk": "unknown",
@@ -8822,7 +8822,7 @@
   {
     "id": "test-automator",
     "path": "skills/test-automator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-automator",
     "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.",
     "risk": "unknown",
@@ -8832,7 +8832,7 @@
   {
     "id": "test-driven-development",
     "path": "skills/test-driven-development",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-driven-development",
     "description": "Use when implementing any feature or bugfix, before writing implementation code",
     "risk": "unknown",
@@ -8842,7 +8842,7 @@
   {
     "id": "test-fixing",
     "path": "skills/test-fixing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "test-fixing",
     "description": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...",
     "risk": "unknown",
@@ -8852,7 +8852,7 @@
   {
     "id": "testing-patterns",
     "path": "skills/testing-patterns",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "testing-patterns",
     "description": "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.",
     "risk": "unknown",
@@ -8872,7 +8872,7 @@
   {
     "id": "theme-factory",
     "path": "skills/theme-factory",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "theme-factory",
     "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...",
     "risk": "unknown",
@@ -8882,7 +8882,7 @@
   {
     "id": "threat-mitigation-mapping",
     "path": "skills/threat-mitigation-mapping",
-    "category": "security",
+    "category": "uncategorized",
     "name": "threat-mitigation-mapping",
     "description": "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.",
     "risk": "unknown",
@@ -8892,7 +8892,7 @@
   {
     "id": "threat-modeling-expert",
     "path": "skills/threat-modeling-expert",
-    "category": "security",
+    "category": "uncategorized",
     "name": "threat-modeling-expert",
     "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...",
     "risk": "unknown",
@@ -8902,7 +8902,7 @@
   {
     "id": "threejs-skills",
     "path": "skills/threejs-skills",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "threejs-skills",
     "description": "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.",
     "risk": "safe",
@@ -8912,7 +8912,7 @@
   {
     "id": "tiktok-automation",
     "path": "skills/tiktok-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "tiktok-automation",
     "description": "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8922,7 +8922,7 @@
   {
     "id": "todoist-automation",
     "path": "skills/todoist-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "todoist-automation",
     "description": "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -8942,7 +8942,7 @@
   {
     "id": "top-web-vulnerabilities",
     "path": "skills/top-web-vulnerabilities",
-    "category": "security",
+    "category": "uncategorized",
     "name": "top-web-vulnerabilities",
     "description": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...",
     "risk": "unknown",
@@ -8952,7 +8952,7 @@
   {
     "id": "track-management",
     "path": "skills/track-management",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "track-management",
     "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.",
     "risk": "unknown",
@@ -8962,7 +8962,7 @@
   {
     "id": "trello-automation",
     "path": "skills/trello-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "trello-automation",
     "description": "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.",
     "risk": "unknown",
@@ -8972,7 +8972,7 @@
   {
     "id": "trigger-dev",
     "path": "skills/trigger-dev",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "trigger-dev",
     "description": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...",
     "risk": "unknown",
@@ -8982,7 +8982,7 @@
   {
     "id": "turborepo-caching",
     "path": "skills/turborepo-caching",
-    "category": "cloud",
+    "category": "uncategorized",
     "name": "turborepo-caching",
     "description": "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.",
     "risk": "unknown",
@@ -8992,7 +8992,7 @@
   {
     "id": "tutorial-engineer",
     "path": "skills/tutorial-engineer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "tutorial-engineer",
     "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.",
     "risk": "safe",
@@ -9002,7 +9002,7 @@
   {
     "id": "twilio-communications",
     "path": "skills/twilio-communications",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "twilio-communications",
     "description": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...",
     "risk": "unknown",
@@ -9012,7 +9012,7 @@
   {
     "id": "twitter-automation",
     "path": "skills/twitter-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "twitter-automation",
     "description": "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9022,7 +9022,7 @@
   {
     "id": "typescript-advanced-types",
     "path": "skills/typescript-advanced-types",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "typescript-advanced-types",
     "description": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...",
     "risk": "unknown",
@@ -9042,7 +9042,7 @@
   {
     "id": "typescript-pro",
     "path": "skills/typescript-pro",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "typescript-pro",
     "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.",
     "risk": "unknown",
@@ -9052,7 +9052,7 @@
   {
     "id": "ui-skills",
     "path": "skills/ui-skills",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "ui-skills",
     "description": "Opinionated, evolving constraints to guide agents when building interfaces",
     "risk": "safe",
@@ -9062,7 +9062,7 @@
   {
     "id": "ui-ux-designer",
     "path": "skills/ui-ux-designer",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ui-ux-designer",
     "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.",
     "risk": "unknown",
@@ -9072,7 +9072,7 @@
   {
     "id": "ui-ux-pro-max",
     "path": "skills/ui-ux-pro-max",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "ui-ux-pro-max",
     "description": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...",
     "risk": "unknown",
@@ -9082,7 +9082,7 @@
   {
     "id": "ui-visual-validator",
     "path": "skills/ui-visual-validator",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "ui-visual-validator",
     "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.",
     "risk": "unknown",
@@ -9092,7 +9092,7 @@
   {
     "id": "unit-testing-test-generate",
     "path": "skills/unit-testing-test-generate",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "unit-testing-test-generate",
     "description": "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.",
     "risk": "unknown",
@@ -9102,7 +9102,7 @@
   {
     "id": "unity-developer",
     "path": "skills/unity-developer",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unity-developer",
     "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.",
     "risk": "unknown",
@@ -9112,7 +9112,7 @@
   {
     "id": "unity-ecs-patterns",
     "path": "skills/unity-ecs-patterns",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unity-ecs-patterns",
     "description": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...",
     "risk": "unknown",
@@ -9122,7 +9122,7 @@
   {
     "id": "unreal-engine-cpp-pro",
     "path": "skills/unreal-engine-cpp-pro",
-    "category": "game-development",
+    "category": "uncategorized",
     "name": "unreal-engine-cpp-pro",
     "description": "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.",
     "risk": "safe",
@@ -9132,7 +9132,7 @@
   {
     "id": "upgrading-expo",
     "path": "skills/upgrading-expo",
-    "category": "mobile",
+    "category": "uncategorized",
     "name": "upgrading-expo",
     "description": "Upgrade Expo SDK versions",
     "risk": "safe",
@@ -9142,7 +9142,7 @@
   {
     "id": "upstash-qstash",
     "path": "skills/upstash-qstash",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "upstash-qstash",
     "description": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...",
     "risk": "unknown",
@@ -9152,7 +9152,7 @@
   {
     "id": "using-git-worktrees",
     "path": "skills/using-git-worktrees",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "using-git-worktrees",
     "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...",
     "risk": "unknown",
@@ -9162,7 +9162,7 @@
   {
     "id": "using-neon",
     "path": "skills/using-neon",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "using-neon",
     "description": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...",
     "risk": "safe",
@@ -9182,7 +9182,7 @@
   {
     "id": "uv-package-manager",
     "path": "skills/uv-package-manager",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "uv-package-manager",
     "description": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...",
     "risk": "unknown",
@@ -9192,7 +9192,7 @@
   {
     "id": "varlock-claude-skill",
     "path": "skills/varlock-claude-skill",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "varlock-claude-skill",
     "description": "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits",
     "risk": "safe",
@@ -9202,7 +9202,7 @@
   {
     "id": "vector-database-engineer",
     "path": "skills/vector-database-engineer",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vector-database-engineer",
     "description": "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar",
     "risk": "unknown",
@@ -9212,7 +9212,7 @@
   {
     "id": "vector-index-tuning",
     "path": "skills/vector-index-tuning",
-    "category": "database",
+    "category": "uncategorized",
     "name": "vector-index-tuning",
     "description": "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.",
     "risk": "unknown",
@@ -9222,7 +9222,7 @@
   {
     "id": "vercel-automation",
     "path": "skills/vercel-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "vercel-automation",
     "description": "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9232,7 +9232,7 @@
   {
     "id": "vercel-deploy-claimable",
     "path": "skills/vercel-deploy-claimable",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "vercel-deploy-claimable",
     "description": "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...",
     "risk": "safe",
@@ -9242,7 +9242,7 @@
   {
     "id": "vercel-deployment",
     "path": "skills/vercel-deployment",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "vercel-deployment",
     "description": "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.",
     "risk": "safe",
@@ -9252,7 +9252,7 @@
   {
     "id": "verification-before-completion",
     "path": "skills/verification-before-completion",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "verification-before-completion",
     "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...",
     "risk": "unknown",
@@ -9262,7 +9262,7 @@
   {
     "id": "vexor",
     "path": "skills/vexor",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vexor",
     "description": "Vector-powered CLI for semantic file search with a Claude/Codex skill",
     "risk": "safe",
@@ -9272,7 +9272,7 @@
   {
     "id": "vibe-code-auditor",
     "path": "skills/vibe-code-auditor",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "vibe-code-auditor",
     "description": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.",
     "risk": "safe",
@@ -9302,7 +9302,7 @@
   {
     "id": "viral-generator-builder",
     "path": "skills/viral-generator-builder",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "viral-generator-builder",
     "description": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...",
     "risk": "unknown",
@@ -9312,7 +9312,7 @@
   {
     "id": "voice-agents",
     "path": "skills/voice-agents",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "voice-agents",
     "description": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...",
     "risk": "unknown",
@@ -9322,7 +9322,7 @@
   {
     "id": "voice-ai-development",
     "path": "skills/voice-ai-development",
-    "category": "backend",
+    "category": "uncategorized",
     "name": "voice-ai-development",
     "description": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...",
     "risk": "unknown",
@@ -9332,7 +9332,7 @@
   {
     "id": "voice-ai-engine-development",
     "path": "skills/voice-ai-engine-development",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "voice-ai-engine-development",
     "description": "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support",
     "risk": "unknown",
@@ -9342,7 +9342,7 @@
   {
     "id": "vr-ar",
     "path": "skills/game-development/vr-ar",
-    "category": "database",
+    "category": "game-development",
     "name": "vr-ar",
     "description": "VR/AR development principles. Comfort, interaction, performance requirements.",
     "risk": "unknown",
@@ -9352,7 +9352,7 @@
   {
     "id": "vulnerability-scanner",
     "path": "skills/vulnerability-scanner",
-    "category": "security",
+    "category": "uncategorized",
     "name": "vulnerability-scanner",
     "description": "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.",
     "risk": "unknown",
@@ -9362,7 +9362,7 @@
   {
     "id": "wcag-audit-patterns",
     "path": "skills/wcag-audit-patterns",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "wcag-audit-patterns",
     "description": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...",
     "risk": "unknown",
@@ -9372,7 +9372,7 @@
   {
     "id": "web-artifacts-builder",
     "path": "skills/web-artifacts-builder",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-artifacts-builder",
     "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...",
     "risk": "unknown",
@@ -9382,7 +9382,7 @@
   {
     "id": "web-design-guidelines",
     "path": "skills/web-design-guidelines",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-design-guidelines",
     "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...",
     "risk": "unknown",
@@ -9392,7 +9392,7 @@
   {
     "id": "web-games",
     "path": "skills/game-development/web-games",
-    "category": "web-development",
+    "category": "game-development",
     "name": "web-games",
     "description": "Web browser game development principles. Framework selection, WebGPU, optimization, PWA.",
     "risk": "unknown",
@@ -9402,7 +9402,7 @@
   {
     "id": "web-performance-optimization",
     "path": "skills/web-performance-optimization",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "web-performance-optimization",
     "description": "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance",
     "risk": "unknown",
@@ -9422,7 +9422,7 @@
   {
     "id": "web3-testing",
     "path": "skills/web3-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "web3-testing",
     "description": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...",
     "risk": "unknown",
@@ -9432,7 +9432,7 @@
   {
     "id": "webapp-testing",
     "path": "skills/webapp-testing",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "webapp-testing",
     "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...",
     "risk": "unknown",
@@ -9442,7 +9442,7 @@
   {
     "id": "webflow-automation",
     "path": "skills/webflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "webflow-automation",
     "description": "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9452,7 +9452,7 @@
   {
     "id": "whatsapp-automation",
     "path": "skills/whatsapp-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "whatsapp-automation",
     "description": "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9462,7 +9462,7 @@
   {
     "id": "wiki-architect",
     "path": "skills/wiki-architect",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-architect",
     "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...",
     "risk": "unknown",
@@ -9472,7 +9472,7 @@
   {
     "id": "wiki-changelog",
     "path": "skills/wiki-changelog",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "wiki-changelog",
     "description": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...",
     "risk": "unknown",
@@ -9482,7 +9482,7 @@
   {
     "id": "wiki-onboarding",
     "path": "skills/wiki-onboarding",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-onboarding",
     "description": "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...",
     "risk": "unknown",
@@ -9492,7 +9492,7 @@
   {
     "id": "wiki-page-writer",
     "path": "skills/wiki-page-writer",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-page-writer",
     "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...",
     "risk": "unknown",
@@ -9502,7 +9502,7 @@
   {
     "id": "wiki-qa",
     "path": "skills/wiki-qa",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "wiki-qa",
     "description": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...",
     "risk": "unknown",
@@ -9522,7 +9522,7 @@
   {
     "id": "wiki-vitepress",
     "path": "skills/wiki-vitepress",
-    "category": "content",
+    "category": "uncategorized",
     "name": "wiki-vitepress",
     "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...",
     "risk": "unknown",
@@ -9532,7 +9532,7 @@
   {
     "id": "windows-privilege-escalation",
     "path": "skills/windows-privilege-escalation",
-    "category": "ai-ml",
+    "category": "uncategorized",
     "name": "windows-privilege-escalation",
     "description": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...",
     "risk": "unknown",
@@ -9562,7 +9562,7 @@
   {
     "id": "wordpress-penetration-testing",
     "path": "skills/wordpress-penetration-testing",
-    "category": "testing",
+    "category": "uncategorized",
     "name": "wordpress-penetration-testing",
     "description": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...",
     "risk": "unknown",
@@ -9602,7 +9602,7 @@
   {
     "id": "workflow-automation",
     "path": "skills/workflow-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "workflow-automation",
     "description": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...",
     "risk": "unknown",
@@ -9612,7 +9612,7 @@
   {
     "id": "workflow-orchestration-patterns",
     "path": "skills/workflow-orchestration-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "workflow-orchestration-patterns",
     "description": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...",
     "risk": "unknown",
@@ -9622,7 +9622,7 @@
   {
     "id": "workflow-patterns",
     "path": "skills/workflow-patterns",
-    "category": "devops",
+    "category": "uncategorized",
     "name": "workflow-patterns",
     "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.",
     "risk": "unknown",
@@ -9632,7 +9632,7 @@
   {
     "id": "wrike-automation",
     "path": "skills/wrike-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "wrike-automation",
     "description": "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9652,7 +9652,7 @@
   {
     "id": "writing-plans",
     "path": "skills/writing-plans",
-    "category": "content",
+    "category": "uncategorized",
     "name": "writing-plans",
     "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
     "risk": "unknown",
@@ -9672,7 +9672,7 @@
   {
     "id": "x-article-publisher-skill",
     "path": "skills/x-article-publisher-skill",
-    "category": "content",
+    "category": "uncategorized",
     "name": "x-article-publisher-skill",
     "description": "Publish articles to X/Twitter",
     "risk": "safe",
@@ -9692,7 +9692,7 @@
   {
     "id": "xlsx-official",
     "path": "skills/xlsx-official",
-    "category": "data-science",
+    "category": "uncategorized",
     "name": "xlsx-official",
     "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....",
     "risk": "unknown",
@@ -9702,7 +9702,7 @@
   {
     "id": "xss-html-injection",
     "path": "skills/xss-html-injection",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "xss-html-injection",
     "description": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...",
     "risk": "unknown",
@@ -9712,7 +9712,7 @@
   {
     "id": "youtube-automation",
     "path": "skills/youtube-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "youtube-automation",
     "description": "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9732,7 +9732,7 @@
   {
     "id": "zapier-make-patterns",
     "path": "skills/zapier-make-patterns",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zapier-make-patterns",
     "description": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...",
     "risk": "unknown",
@@ -9742,7 +9742,7 @@
   {
     "id": "zendesk-automation",
     "path": "skills/zendesk-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zendesk-automation",
     "description": "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9752,7 +9752,7 @@
   {
     "id": "zoho-crm-automation",
     "path": "skills/zoho-crm-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zoho-crm-automation",
     "description": "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9762,7 +9762,7 @@
   {
     "id": "zoom-automation",
     "path": "skills/zoom-automation",
-    "category": "automation",
+    "category": "uncategorized",
     "name": "zoom-automation",
     "description": "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.",
     "risk": "unknown",
@@ -9772,7 +9772,7 @@
   {
     "id": "zustand-store-ts",
     "path": "skills/zustand-store-ts",
-    "category": "web-development",
+    "category": "uncategorized",
     "name": "zustand-store-ts",
     "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...",
     "risk": "unknown",
diff --git a/web-app/public/skills/3d-web-experience/SKILL.md b/web-app/public/skills/3d-web-experience/SKILL.md
index d70f67fa..f1ca0758 100644
--- a/web-app/public/skills/3d-web-experience/SKILL.md
+++ b/web-app/public/skills/3d-web-experience/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 3d-web-experience
-description: Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
+description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # 3D Web Experience
diff --git a/web-app/public/skills/ab-test-setup/SKILL.md b/web-app/public/skills/ab-test-setup/SKILL.md
index 15186a40..e72382ee 100644
--- a/web-app/public/skills/ab-test-setup/SKILL.md
+++ b/web-app/public/skills/ab-test-setup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ab-test-setup
-description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
+description: "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # A/B Test Setup
diff --git a/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md b/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
index cd74adcc..32e0d706 100644
--- a/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
+++ b/web-app/public/skills/accessibility-compliance-accessibility-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: accessibility-compliance-accessibility-audit
-description: You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
+description: "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Accessibility Audit and Testing
diff --git a/web-app/public/skills/activecampaign-automation/SKILL.md b/web-app/public/skills/activecampaign-automation/SKILL.md
index e476433b..a3c6d2cb 100644
--- a/web-app/public/skills/activecampaign-automation/SKILL.md
+++ b/web-app/public/skills/activecampaign-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: activecampaign-automation
-description: 'Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.'
+description: "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ActiveCampaign Automation via Rube MCP
diff --git a/web-app/public/skills/address-github-comments/SKILL.md b/web-app/public/skills/address-github-comments/SKILL.md
index 02d79e45..f65e6724 100644
--- a/web-app/public/skills/address-github-comments/SKILL.md
+++ b/web-app/public/skills/address-github-comments/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: address-github-comments
-description: Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
+description: "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Address GitHub Comments
diff --git a/web-app/public/skills/agent-evaluation/SKILL.md b/web-app/public/skills/agent-evaluation/SKILL.md
index 338a4ec7..36a97c1f 100644
--- a/web-app/public/skills/agent-evaluation/SKILL.md
+++ b/web-app/public/skills/agent-evaluation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-evaluation
-description: Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...
+description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: testing
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Evaluation
diff --git a/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md b/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
index b60ce44a..6407dea3 100644
--- a/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
+++ b/web-app/public/skills/agent-framework-azure-ai-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-framework-azure-ai-py
-description: Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
+description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Agent Framework Azure Hosted Agents
diff --git a/web-app/public/skills/agent-manager-skill/SKILL.md b/web-app/public/skills/agent-manager-skill/SKILL.md
index db73793b..f898fca1 100644
--- a/web-app/public/skills/agent-manager-skill/SKILL.md
+++ b/web-app/public/skills/agent-manager-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-manager-skill
-description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
+description: "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Agent Manager Skill
diff --git a/web-app/public/skills/agent-memory-mcp/SKILL.md b/web-app/public/skills/agent-memory-mcp/SKILL.md
index 3d62b357..224a5095 100644
--- a/web-app/public/skills/agent-memory-mcp/SKILL.md
+++ b/web-app/public/skills/agent-memory-mcp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-memory-mcp
-description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
+description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Agent Memory Skill
diff --git a/web-app/public/skills/agent-memory-systems/SKILL.md b/web-app/public/skills/agent-memory-systems/SKILL.md
index 10c857a0..0d6e1e2a 100644
--- a/web-app/public/skills/agent-memory-systems/SKILL.md
+++ b/web-app/public/skills/agent-memory-systems/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-memory-systems
-description: 'Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...'
+description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Memory Systems
diff --git a/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md b/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
index 6a385f2a..b7eb4207 100644
--- a/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
+++ b/web-app/public/skills/agent-orchestration-improve-agent/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-orchestration-improve-agent
-description: Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
+description: "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Agent Performance Optimization Workflow
diff --git a/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md b/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
index 37875738..bd4e5184 100644
--- a/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
+++ b/web-app/public/skills/agent-orchestration-multi-agent-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-orchestration-multi-agent-optimize
-description: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
+description: "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Optimization Toolkit
diff --git a/web-app/public/skills/agent-tool-builder/SKILL.md b/web-app/public/skills/agent-tool-builder/SKILL.md
index 826c1267..06f5a08e 100644
--- a/web-app/public/skills/agent-tool-builder/SKILL.md
+++ b/web-app/public/skills/agent-tool-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agent-tool-builder
-description: Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
+description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Agent Tool Builder
diff --git a/web-app/public/skills/agentfolio/SKILL.md b/web-app/public/skills/agentfolio/SKILL.md
index f7e3f7a3..088e63fc 100644
--- a/web-app/public/skills/agentfolio/SKILL.md
+++ b/web-app/public/skills/agentfolio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agentfolio
-description: Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
+description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
 risk: unknown
 source: agentfolio.io
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # AgentFolio
diff --git a/web-app/public/skills/agents-v2-py/SKILL.md b/web-app/public/skills/agents-v2-py/SKILL.md
index 1021fccd..aec4c021 100644
--- a/web-app/public/skills/agents-v2-py/SKILL.md
+++ b/web-app/public/skills/agents-v2-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: agents-v2-py
-description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
+description: "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/web-app/public/skills/ai-agents-architect/SKILL.md b/web-app/public/skills/ai-agents-architect/SKILL.md
index 6a6467fd..939c7ecb 100644
--- a/web-app/public/skills/ai-agents-architect/SKILL.md
+++ b/web-app/public/skills/ai-agents-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ai-agents-architect
-description: 'Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...'
+description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AI Agents Architect
diff --git a/web-app/public/skills/ai-engineer/SKILL.md b/web-app/public/skills/ai-engineer/SKILL.md
index ecf513f6..a75993a7 100644
--- a/web-app/public/skills/ai-engineer/SKILL.md
+++ b/web-app/public/skills/ai-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready LLM applications, advanced RAG systems, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.
diff --git a/web-app/public/skills/ai-product/SKILL.md b/web-app/public/skills/ai-product/SKILL.md
index 74668fd8..cc1c7d41 100644
--- a/web-app/public/skills/ai-product/SKILL.md
+++ b/web-app/public/skills/ai-product/SKILL.md
@@ -4,7 +4,6 @@ description: Every product will be AI-powered. The question is whether you'll bu
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # AI Product Development
diff --git a/web-app/public/skills/ai-wrapper-product/SKILL.md b/web-app/public/skills/ai-wrapper-product/SKILL.md
index f4858106..33f5c5cd 100644
--- a/web-app/public/skills/ai-wrapper-product/SKILL.md
+++ b/web-app/public/skills/ai-wrapper-product/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ai-wrapper-product
-description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
+description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AI Wrapper Product
diff --git a/web-app/public/skills/airflow-dag-patterns/SKILL.md b/web-app/public/skills/airflow-dag-patterns/SKILL.md
index 10af29ff..4e285a72 100644
--- a/web-app/public/skills/airflow-dag-patterns/SKILL.md
+++ b/web-app/public/skills/airflow-dag-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: airflow-dag-patterns
-description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
+description: "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Apache Airflow DAG Patterns
diff --git a/web-app/public/skills/airtable-automation/SKILL.md b/web-app/public/skills/airtable-automation/SKILL.md
index 4b2772fe..91b46786 100644
--- a/web-app/public/skills/airtable-automation/SKILL.md
+++ b/web-app/public/skills/airtable-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: airtable-automation
-description: 'Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.'
+description: "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Airtable Automation via Rube MCP
diff --git a/web-app/public/skills/algolia-search/SKILL.md b/web-app/public/skills/algolia-search/SKILL.md
index 239a240e..73647c0d 100644
--- a/web-app/public/skills/algolia-search/SKILL.md
+++ b/web-app/public/skills/algolia-search/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: algolia-search
-description: 'Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.'
+description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Algolia Search Integration
diff --git a/web-app/public/skills/algorithmic-art/SKILL.md b/web-app/public/skills/algorithmic-art/SKILL.md
index 027ea77f..0769241e 100644
--- a/web-app/public/skills/algorithmic-art/SKILL.md
+++ b/web-app/public/skills/algorithmic-art/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: algorithmic-art
-description: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
+description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).
diff --git a/web-app/public/skills/amplitude-automation/SKILL.md b/web-app/public/skills/amplitude-automation/SKILL.md
index 238a9de5..d9c1f150 100644
--- a/web-app/public/skills/amplitude-automation/SKILL.md
+++ b/web-app/public/skills/amplitude-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: amplitude-automation
-description: 'Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.'
+description: "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Amplitude Automation via Rube MCP
diff --git a/web-app/public/skills/analytics-tracking/SKILL.md b/web-app/public/skills/analytics-tracking/SKILL.md
index bc0eadc1..86087f5d 100644
--- a/web-app/public/skills/analytics-tracking/SKILL.md
+++ b/web-app/public/skills/analytics-tracking/SKILL.md
@@ -4,7 +4,6 @@ description: Design, audit, and improve analytics tracking systems that produce
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 # Analytics Tracking & Measurement Strategy
diff --git a/web-app/public/skills/android-jetpack-compose-expert/SKILL.md b/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
index 9ca2bf6d..55817790 100644
--- a/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
+++ b/web-app/public/skills/android-jetpack-compose-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: android-jetpack-compose-expert
-description: Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
+description: "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Android Jetpack Compose Expert
diff --git a/web-app/public/skills/android_ui_verification/SKILL.md b/web-app/public/skills/android_ui_verification/SKILL.md
index d136601b..98511618 100644
--- a/web-app/public/skills/android_ui_verification/SKILL.md
+++ b/web-app/public/skills/android_ui_verification/SKILL.md
@@ -3,8 +3,7 @@ name: android_ui_verification
 description: Automated end-to-end UI testing and verification on an Android Emulator using ADB.
 risk: safe
 source: community
-date_added: '2026-02-28'
-category: testing
+date_added: "2026-02-28"
 ---
 
 # Android UI Verification Skill
diff --git a/web-app/public/skills/angular-best-practices/SKILL.md b/web-app/public/skills/angular-best-practices/SKILL.md
index 250c5804..891fdda0 100644
--- a/web-app/public/skills/angular-best-practices/SKILL.md
+++ b/web-app/public/skills/angular-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-best-practices
-description: Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
+description: "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular Best Practices
diff --git a/web-app/public/skills/angular-migration/SKILL.md b/web-app/public/skills/angular-migration/SKILL.md
index d713711e..760df3dc 100644
--- a/web-app/public/skills/angular-migration/SKILL.md
+++ b/web-app/public/skills/angular-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-migration
-description: Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
+description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular Migration
diff --git a/web-app/public/skills/angular-state-management/SKILL.md b/web-app/public/skills/angular-state-management/SKILL.md
index 95b8daad..88624cd2 100644
--- a/web-app/public/skills/angular-state-management/SKILL.md
+++ b/web-app/public/skills/angular-state-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-state-management
-description: Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
+description: "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular State Management
diff --git a/web-app/public/skills/angular-ui-patterns/SKILL.md b/web-app/public/skills/angular-ui-patterns/SKILL.md
index 173b7594..e51ce052 100644
--- a/web-app/public/skills/angular-ui-patterns/SKILL.md
+++ b/web-app/public/skills/angular-ui-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: angular-ui-patterns
-description: Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
+description: "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Angular UI Patterns
diff --git a/web-app/public/skills/angular/SKILL.md b/web-app/public/skills/angular/SKILL.md
index 62254313..761f8e5f 100644
--- a/web-app/public/skills/angular/SKILL.md
+++ b/web-app/public/skills/angular/SKILL.md
@@ -4,7 +4,6 @@ description: Modern Angular (v20+) expert with deep knowledge of Signals, Standa
 risk: safe
 source: self
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Angular Expert
diff --git a/web-app/public/skills/anti-reversing-techniques/SKILL.md b/web-app/public/skills/anti-reversing-techniques/SKILL.md
index c3858a47..9ac58193 100644
--- a/web-app/public/skills/anti-reversing-techniques/SKILL.md
+++ b/web-app/public/skills/anti-reversing-techniques/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: anti-reversing-techniques
-description: Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
+description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 > **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:
diff --git a/web-app/public/skills/antigravity-workflows/SKILL.md b/web-app/public/skills/antigravity-workflows/SKILL.md
index 7b85551b..48cc1540 100644
--- a/web-app/public/skills/antigravity-workflows/SKILL.md
+++ b/web-app/public/skills/antigravity-workflows/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: antigravity-workflows
-description: Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
+description: "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
 risk: none
 source: self
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Antigravity Workflows
diff --git a/web-app/public/skills/api-design-principles/SKILL.md b/web-app/public/skills/api-design-principles/SKILL.md
index 8a53eae5..eacdb62b 100644
--- a/web-app/public/skills/api-design-principles/SKILL.md
+++ b/web-app/public/skills/api-design-principles/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-design-principles
-description: Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
+description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Design Principles
diff --git a/web-app/public/skills/api-documentation-generator/SKILL.md b/web-app/public/skills/api-documentation-generator/SKILL.md
index 32c7060b..27f0bc05 100644
--- a/web-app/public/skills/api-documentation-generator/SKILL.md
+++ b/web-app/public/skills/api-documentation-generator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-documentation-generator
-description: Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
+description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Documentation Generator
diff --git a/web-app/public/skills/api-documenter/SKILL.md b/web-app/public/skills/api-documenter/SKILL.md
index d54edea3..3ab03b22 100644
--- a/web-app/public/skills/api-documenter/SKILL.md
+++ b/web-app/public/skills/api-documenter/SKILL.md
@@ -4,7 +4,6 @@ description: Master API documentation with OpenAPI 3.1, AI-powered tools, and mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.
 
diff --git a/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md b/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
index b20b5c40..60906ad2 100644
--- a/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
+++ b/web-app/public/skills/api-fuzzing-bug-bounty/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-fuzzing-bug-bounty
-description: This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b...
+description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Fuzzing for Bug Bounty
diff --git a/web-app/public/skills/api-patterns/SKILL.md b/web-app/public/skills/api-patterns/SKILL.md
index cf023030..f21b684c 100644
--- a/web-app/public/skills/api-patterns/SKILL.md
+++ b/web-app/public/skills/api-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-patterns
-description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
+description: "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # API Patterns
diff --git a/web-app/public/skills/api-security-best-practices/SKILL.md b/web-app/public/skills/api-security-best-practices/SKILL.md
index 93d0c28e..f19ff6fe 100644
--- a/web-app/public/skills/api-security-best-practices/SKILL.md
+++ b/web-app/public/skills/api-security-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-security-best-practices
-description: Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
+description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # API Security Best Practices
diff --git a/web-app/public/skills/api-testing-observability-api-mock/SKILL.md b/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
index 3be81e2b..d2724a86 100644
--- a/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
+++ b/web-app/public/skills/api-testing-observability-api-mock/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: api-testing-observability-api-mock
-description: You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
+description: "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # API Mocking Framework
diff --git a/web-app/public/skills/apify-actor-development/SKILL.md b/web-app/public/skills/apify-actor-development/SKILL.md
index 14b3587a..3df9de06 100644
--- a/web-app/public/skills/apify-actor-development/SKILL.md
+++ b/web-app/public/skills/apify-actor-development/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-actor-development
-description: Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...
-category: cloud
+description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
 ---
 
 # Apify Actor Development
diff --git a/web-app/public/skills/apify-actorization/SKILL.md b/web-app/public/skills/apify-actorization/SKILL.md
index efc6dbfe..4f90b1d0 100644
--- a/web-app/public/skills/apify-actorization/SKILL.md
+++ b/web-app/public/skills/apify-actorization/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-actorization
-description: Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...
-category: web-development
+description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
 ---
 
 # Apify Actorization
diff --git a/web-app/public/skills/apify-audience-analysis/SKILL.md b/web-app/public/skills/apify-audience-analysis/SKILL.md
index c0f8a04f..7ce31aa7 100644
--- a/web-app/public/skills/apify-audience-analysis/SKILL.md
+++ b/web-app/public/skills/apify-audience-analysis/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-audience-analysis
 description: Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
-category: backend
 ---
 
 # Audience Analysis
diff --git a/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md b/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
index 7278a8cd..e38a8d4a 100644
--- a/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
+++ b/web-app/public/skills/apify-brand-reputation-monitoring/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-brand-reputation-monitoring
-description: Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...
-category: devops
+description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
 ---
 
 # Brand Reputation Monitoring
diff --git a/web-app/public/skills/apify-competitor-intelligence/SKILL.md b/web-app/public/skills/apify-competitor-intelligence/SKILL.md
index a6423b30..eb5bdc34 100644
--- a/web-app/public/skills/apify-competitor-intelligence/SKILL.md
+++ b/web-app/public/skills/apify-competitor-intelligence/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-competitor-intelligence
 description: Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
-category: content
 ---
 
 # Competitor Intelligence
diff --git a/web-app/public/skills/apify-content-analytics/SKILL.md b/web-app/public/skills/apify-content-analytics/SKILL.md
index 0e80be64..021eeb5c 100644
--- a/web-app/public/skills/apify-content-analytics/SKILL.md
+++ b/web-app/public/skills/apify-content-analytics/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-content-analytics
 description: Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
-category: data-science
 ---
 
 # Content Analytics
diff --git a/web-app/public/skills/apify-ecommerce/SKILL.md b/web-app/public/skills/apify-ecommerce/SKILL.md
index 5c1fd27e..0e2dc9e6 100644
--- a/web-app/public/skills/apify-ecommerce/SKILL.md
+++ b/web-app/public/skills/apify-ecommerce/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-ecommerce
-description: Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...
-category: cloud
+description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
 ---
 
 # E-commerce Data Extraction
diff --git a/web-app/public/skills/apify-influencer-discovery/SKILL.md b/web-app/public/skills/apify-influencer-discovery/SKILL.md
index 299f4016..12404a0b 100644
--- a/web-app/public/skills/apify-influencer-discovery/SKILL.md
+++ b/web-app/public/skills/apify-influencer-discovery/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-influencer-discovery
 description: Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
-category: backend
 ---
 
 # Influencer Discovery
diff --git a/web-app/public/skills/apify-lead-generation/SKILL.md b/web-app/public/skills/apify-lead-generation/SKILL.md
index 0b32db3f..18d01f3e 100644
--- a/web-app/public/skills/apify-lead-generation/SKILL.md
+++ b/web-app/public/skills/apify-lead-generation/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-lead-generation
-description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...
-category: web-development
+description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
 ---
 
 # Lead Generation
diff --git a/web-app/public/skills/apify-market-research/SKILL.md b/web-app/public/skills/apify-market-research/SKILL.md
index fe798689..95e926b4 100644
--- a/web-app/public/skills/apify-market-research/SKILL.md
+++ b/web-app/public/skills/apify-market-research/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-market-research
 description: Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
-category: backend
 ---
 
 # Market Research
diff --git a/web-app/public/skills/apify-trend-analysis/SKILL.md b/web-app/public/skills/apify-trend-analysis/SKILL.md
index 84e941bb..7692cde3 100644
--- a/web-app/public/skills/apify-trend-analysis/SKILL.md
+++ b/web-app/public/skills/apify-trend-analysis/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-trend-analysis
 description: Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
-category: content
 ---
 
 # Trend Analysis
diff --git a/web-app/public/skills/apify-ultimate-scraper/SKILL.md b/web-app/public/skills/apify-ultimate-scraper/SKILL.md
index 9550961a..b41a22ca 100644
--- a/web-app/public/skills/apify-ultimate-scraper/SKILL.md
+++ b/web-app/public/skills/apify-ultimate-scraper/SKILL.md
@@ -1,7 +1,6 @@
 ---
 name: apify-ultimate-scraper
-description: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...
-category: web-development
+description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
 ---
 
 # Universal Web Scraper
diff --git a/web-app/public/skills/app-builder/SKILL.md b/web-app/public/skills/app-builder/SKILL.md
index 36b217f6..ea04a6a1 100644
--- a/web-app/public/skills/app-builder/SKILL.md
+++ b/web-app/public/skills/app-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: app-builder
-description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
+description: "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # App Builder - Application Building Orchestrator
diff --git a/web-app/public/skills/app-builder/templates/SKILL.md b/web-app/public/skills/app-builder/templates/SKILL.md
index edffd9bb..e7d796f1 100644
--- a/web-app/public/skills/app-builder/templates/SKILL.md
+++ b/web-app/public/skills/app-builder/templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: templates
-description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
+description: "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Project Templates
diff --git a/web-app/public/skills/app-store-optimization/SKILL.md b/web-app/public/skills/app-store-optimization/SKILL.md
index 49b5ed38..f41f3214 100644
--- a/web-app/public/skills/app-store-optimization/SKILL.md
+++ b/web-app/public/skills/app-store-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: app-store-optimization
-description: Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
+description: "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # App Store Optimization (ASO) Skill
diff --git a/web-app/public/skills/appdeploy/SKILL.md b/web-app/public/skills/appdeploy/SKILL.md
index 21076e53..633f1d28 100644
--- a/web-app/public/skills/appdeploy/SKILL.md
+++ b/web-app/public/skills/appdeploy/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: appdeploy
-description: Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
+description: "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
 risk: safe
-source: AppDeploy (MIT)
-date_added: '2026-02-27'
-category: backend
+source: "AppDeploy (MIT)"
+date_added: "2026-02-27"
 ---
 
 # AppDeploy Skill
diff --git a/web-app/public/skills/application-performance-performance-optimization/SKILL.md b/web-app/public/skills/application-performance-performance-optimization/SKILL.md
index c3f3571e..d8b2fac6 100644
--- a/web-app/public/skills/application-performance-performance-optimization/SKILL.md
+++ b/web-app/public/skills/application-performance-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: application-performance-performance-optimization
-description: Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
+description: "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 Optimize application performance end-to-end using specialized performance and optimization agents:
diff --git a/web-app/public/skills/architecture-decision-records/SKILL.md b/web-app/public/skills/architecture-decision-records/SKILL.md
index dba561fd..1249c7b5 100644
--- a/web-app/public/skills/architecture-decision-records/SKILL.md
+++ b/web-app/public/skills/architecture-decision-records/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture-decision-records
-description: Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
+description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Architecture Decision Records
diff --git a/web-app/public/skills/architecture-patterns/SKILL.md b/web-app/public/skills/architecture-patterns/SKILL.md
index 0a842c7b..e6c189df 100644
--- a/web-app/public/skills/architecture-patterns/SKILL.md
+++ b/web-app/public/skills/architecture-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture-patterns
-description: Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
+description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Architecture Patterns
diff --git a/web-app/public/skills/architecture/SKILL.md b/web-app/public/skills/architecture/SKILL.md
index 9d9fe3c8..773152e3 100644
--- a/web-app/public/skills/architecture/SKILL.md
+++ b/web-app/public/skills/architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: architecture
-description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
+description: "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Architecture Decision Framework
diff --git a/web-app/public/skills/arm-cortex-expert/SKILL.md b/web-app/public/skills/arm-cortex-expert/SKILL.md
index 10558a18..94121ce4 100644
--- a/web-app/public/skills/arm-cortex-expert/SKILL.md
+++ b/web-app/public/skills/arm-cortex-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Senior embedded software engineer specializing in firmware and driv
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # @arm-cortex-expert
diff --git a/web-app/public/skills/asana-automation/SKILL.md b/web-app/public/skills/asana-automation/SKILL.md
index b0f7b0c1..44d0f6c1 100644
--- a/web-app/public/skills/asana-automation/SKILL.md
+++ b/web-app/public/skills/asana-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: asana-automation
-description: 'Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.'
+description: "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Asana Automation via Rube MCP
diff --git a/web-app/public/skills/async-python-patterns/SKILL.md b/web-app/public/skills/async-python-patterns/SKILL.md
index 5f90f7c5..6361481d 100644
--- a/web-app/public/skills/async-python-patterns/SKILL.md
+++ b/web-app/public/skills/async-python-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: async-python-patterns
-description: Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
+description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Async Python Patterns
diff --git a/web-app/public/skills/attack-tree-construction/SKILL.md b/web-app/public/skills/attack-tree-construction/SKILL.md
index f829b12d..22ed1dc5 100644
--- a/web-app/public/skills/attack-tree-construction/SKILL.md
+++ b/web-app/public/skills/attack-tree-construction/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: attack-tree-construction
-description: Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
+description: "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Attack Tree Construction
diff --git a/web-app/public/skills/auth-implementation-patterns/SKILL.md b/web-app/public/skills/auth-implementation-patterns/SKILL.md
index 30cd8fa0..bba4d30b 100644
--- a/web-app/public/skills/auth-implementation-patterns/SKILL.md
+++ b/web-app/public/skills/auth-implementation-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: auth-implementation-patterns
-description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
+description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Authentication & Authorization Implementation Patterns
diff --git a/web-app/public/skills/automate-whatsapp/SKILL.md b/web-app/public/skills/automate-whatsapp/SKILL.md
index 87b7bfff..1d040b9a 100644
--- a/web-app/public/skills/automate-whatsapp/SKILL.md
+++ b/web-app/public/skills/automate-whatsapp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: automate-whatsapp
-description: 'Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...'
+description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
 risk: safe
-source: https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
+date_added: "2026-02-27"
 ---
 
 # Automate WhatsApp
diff --git a/web-app/public/skills/autonomous-agent-patterns/SKILL.md b/web-app/public/skills/autonomous-agent-patterns/SKILL.md
index a7e5febf..6e74fa12 100644
--- a/web-app/public/skills/autonomous-agent-patterns/SKILL.md
+++ b/web-app/public/skills/autonomous-agent-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: autonomous-agent-patterns
-description: Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
+description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # 🕹️ Autonomous Agent Patterns
diff --git a/web-app/public/skills/autonomous-agents/SKILL.md b/web-app/public/skills/autonomous-agents/SKILL.md
index a322ec85..2e646118 100644
--- a/web-app/public/skills/autonomous-agents/SKILL.md
+++ b/web-app/public/skills/autonomous-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: autonomous-agents
-description: Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
+description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Autonomous Agents
diff --git a/web-app/public/skills/avalonia-layout-zafiro/SKILL.md b/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
index 13e92083..50da30ec 100644
--- a/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
+++ b/web-app/public/skills/avalonia-layout-zafiro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: avalonia-layout-zafiro
-description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
+description: "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Avalonia Layout with Zafiro.Avalonia
diff --git a/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md b/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
index a7a88922..bc7e9288 100644
--- a/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
+++ b/web-app/public/skills/avalonia-viewmodels-zafiro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: avalonia-viewmodels-zafiro
-description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
+description: "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Avalonia ViewModels with Zafiro
diff --git a/web-app/public/skills/aws-cost-cleanup/SKILL.md b/web-app/public/skills/aws-cost-cleanup/SKILL.md
index 8e9e3f4b..37d3bcc4 100644
--- a/web-app/public/skills/aws-cost-cleanup/SKILL.md
+++ b/web-app/public/skills/aws-cost-cleanup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-cost-cleanup
-description: Automated cleanup of unused AWS resources to reduce costs
+description: "Automated cleanup of unused AWS resources to reduce costs"
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AWS Cost Cleanup
diff --git a/web-app/public/skills/aws-cost-optimizer/SKILL.md b/web-app/public/skills/aws-cost-optimizer/SKILL.md
index 4acdfeb8..db683237 100644
--- a/web-app/public/skills/aws-cost-optimizer/SKILL.md
+++ b/web-app/public/skills/aws-cost-optimizer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-cost-optimizer
-description: Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
+description: "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AWS Cost Optimizer
diff --git a/web-app/public/skills/aws-penetration-testing/SKILL.md b/web-app/public/skills/aws-penetration-testing/SKILL.md
index cd235cb3..50e4c3c9 100644
--- a/web-app/public/skills/aws-penetration-testing/SKILL.md
+++ b/web-app/public/skills/aws-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-penetration-testing
-description: This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing...
+description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # AWS Penetration Testing
diff --git a/web-app/public/skills/aws-serverless/SKILL.md b/web-app/public/skills/aws-serverless/SKILL.md
index 26d0bb31..baf77f8b 100644
--- a/web-app/public/skills/aws-serverless/SKILL.md
+++ b/web-app/public/skills/aws-serverless/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-serverless
-description: Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
+description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # AWS Serverless
diff --git a/web-app/public/skills/aws-skills/SKILL.md b/web-app/public/skills/aws-skills/SKILL.md
index 372f9531..125942e5 100644
--- a/web-app/public/skills/aws-skills/SKILL.md
+++ b/web-app/public/skills/aws-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: aws-skills
-description: AWS development with infrastructure automation and cloud architecture patterns
+description: "AWS development with infrastructure automation and cloud architecture patterns"
 risk: safe
-source: https://github.com/zxkane/aws-skills
-date_added: '2026-02-27'
-category: cloud
+source: "https://github.com/zxkane/aws-skills"
+date_added: "2026-02-27"
 ---
 
 # Aws Skills
diff --git a/web-app/public/skills/azd-deployment/SKILL.md b/web-app/public/skills/azd-deployment/SKILL.md
index 00d283b7..a0c46862 100644
--- a/web-app/public/skills/azd-deployment/SKILL.md
+++ b/web-app/public/skills/azd-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azd-deployment
-description: Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
+description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure Developer CLI (azd) Container Apps Deployment
diff --git a/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md b/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
index a0faa709..5c4a7392 100644
--- a/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-agents-persistent-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.Agents.Persistent (.NET)
diff --git a/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md b/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
index f646380d..7207f027 100644
--- a/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-agents-persistent-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Agents Persistent SDK for Java. Low-level SDK for creating
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Agents Persistent SDK for Java
diff --git a/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md b/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
index 72da312f..3ee71f99 100644
--- a/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-anomalydetector-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-anomalydetector-java
-description: Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
+description: "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Anomaly Detector SDK for Java
diff --git a/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
index 3a3f6767..a77a8d57 100644
--- a/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-contentsafety-java
-description: Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
+description: "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Content Safety SDK for Java
diff --git a/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
index 5cff7618..5dee57fa 100644
--- a/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Content Safety SDK for Python. Use for detecting harmful c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Content Safety SDK for Python
diff --git a/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md b/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
index 2fb048c6..96627287 100644
--- a/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentsafety-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-contentsafety-ts
-description: Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
+description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Content Safety REST SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md b/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
index 10633449..2c4e8c39 100644
--- a/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-contentunderstanding-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Content Understanding SDK for Python. Use for multimodal c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Content Understanding SDK for Python
diff --git a/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md b/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
index 7690bcd8..a659e70a 100644
--- a/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-document-intelligence-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Document Intelligence SDK for .NET. Extract text, tables,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.DocumentIntelligence (.NET)
diff --git a/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md b/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
index 9bb7a998..eb19ba19 100644
--- a/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-document-intelligence-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-document-intelligence-ts
-description: Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
+description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Document Intelligence REST SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md b/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
index 95a50ba1..05d1d3cc 100644
--- a/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-formrecognizer-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-formrecognizer-java
-description: Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
+description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Document Intelligence (Form Recognizer) SDK for Java
diff --git a/web-app/public/skills/azure-ai-ml-py/SKILL.md b/web-app/public/skills/azure-ai-ml-py/SKILL.md
index 820f730c..ff5b0d1a 100644
--- a/web-app/public/skills/azure-ai-ml-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-ml-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure Machine Learning SDK v2 for Python
diff --git a/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md b/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
index 344b5f95..0d12fc5d 100644
--- a/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-openai-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure OpenAI SDK for .NET. Client library for Azure OpenAI and Open
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure.AI.OpenAI (.NET)
diff --git a/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md b/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
index ebc75c7b..a69a9e09 100644
--- a/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Projects SDK for .NET. High-level client for Azure AI Foun
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure.AI.Projects (.NET)
diff --git a/web-app/public/skills/azure-ai-projects-java/SKILL.md b/web-app/public/skills/azure-ai-projects-java/SKILL.md
index 5ead1048..64abbc5f 100644
--- a/web-app/public/skills/azure-ai-projects-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Projects SDK for Java
diff --git a/web-app/public/skills/azure-ai-projects-py/SKILL.md b/web-app/public/skills/azure-ai-projects-py/SKILL.md
index 13224419..79e231a6 100644
--- a/web-app/public/skills/azure-ai-projects-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-projects-py
-description: Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
+description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Projects Python SDK (Foundry SDK)
diff --git a/web-app/public/skills/azure-ai-projects-ts/SKILL.md b/web-app/public/skills/azure-ai-projects-ts/SKILL.md
index aaa98fc2..9b964e1e 100644
--- a/web-app/public/skills/azure-ai-projects-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-projects-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-projects-ts
-description: Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
+description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Projects SDK for TypeScript
diff --git a/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md b/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
index 8728d541..d18fbbab 100644
--- a/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-textanalytics-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Text Analytics SDK for sentiment analysis, entity recognit
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Text Analytics SDK for Python
diff --git a/web-app/public/skills/azure-ai-transcription-py/SKILL.md b/web-app/public/skills/azure-ai-transcription-py/SKILL.md
index e2b51248..1a2f2f36 100644
--- a/web-app/public/skills/azure-ai-transcription-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-transcription-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Transcription SDK for Python. Use for real-time and batch
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI Transcription SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-document-py/SKILL.md b/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
index ef47ee47..5c7bc80a 100644
--- a/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-document-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Document Translation SDK for batch translation of document
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Document Translation SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-text-py/SKILL.md b/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
index a0114cea..5b2ca054 100644
--- a/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-text-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Text Translation SDK for real-time text translation, trans
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Text Translation SDK for Python
diff --git a/web-app/public/skills/azure-ai-translation-ts/SKILL.md b/web-app/public/skills/azure-ai-translation-ts/SKILL.md
index 020008e1..3dfdb883 100644
--- a/web-app/public/skills/azure-ai-translation-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-translation-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-translation-ts
-description: Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
+description: "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Translation SDKs for TypeScript
diff --git a/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md b/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
index 8cfddf74..493eab67 100644
--- a/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-vision-imageanalysis-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-vision-imageanalysis-java
-description: Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
+description: "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Vision Image Analysis SDK for Java
diff --git a/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md b/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
index bbadf167..f3249233 100644
--- a/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-vision-imageanalysis-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Vision Image Analysis SDK for Python
diff --git a/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md b/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
index 82a1bb5e..399e8d1b 100644
--- a/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Voice Live SDK for .NET. Build real-time voice AI applicat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.AI.VoiceLive (.NET)
diff --git a/web-app/public/skills/azure-ai-voicelive-java/SKILL.md b/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
index d5c05534..3ea263f5 100644
--- a/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conv
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure AI VoiceLive SDK for Java
diff --git a/web-app/public/skills/azure-ai-voicelive-py/SKILL.md b/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
index 1b23220e..fdd5f99c 100644
--- a/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-ai-voicelive-py
-description: Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
+description: "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure AI Voice Live SDK
diff --git a/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md b/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
index a90ca910..294d27f5 100644
--- a/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
+++ b/web-app/public/skills/azure-ai-voicelive-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/ai-voicelive (JavaScript/TypeScript)
diff --git a/web-app/public/skills/azure-appconfiguration-java/SKILL.md b/web-app/public/skills/azure-appconfiguration-java/SKILL.md
index 7f393b2a..b1964af0 100644
--- a/web-app/public/skills/azure-appconfiguration-java/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure App Configuration SDK for Java. Centralized application confi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure App Configuration SDK for Java
diff --git a/web-app/public/skills/azure-appconfiguration-py/SKILL.md b/web-app/public/skills/azure-appconfiguration-py/SKILL.md
index a810690e..13243716 100644
--- a/web-app/public/skills/azure-appconfiguration-py/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure App Configuration SDK for Python. Use for centralized configu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure App Configuration SDK for Python
diff --git a/web-app/public/skills/azure-appconfiguration-ts/SKILL.md b/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
index de9f25ef..193956ff 100644
--- a/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
+++ b/web-app/public/skills/azure-appconfiguration-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-appconfiguration-ts
-description: Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
+description: "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure App Configuration SDK for TypeScript
diff --git a/web-app/public/skills/azure-communication-callautomation-java/SKILL.md b/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
index 258d3e09..a115bc5b 100644
--- a/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-callautomation-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-callautomation-java
-description: Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
+description: "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Call Automation (Java)
diff --git a/web-app/public/skills/azure-communication-callingserver-java/SKILL.md b/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
index 1680c66c..503e7934 100644
--- a/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-callingserver-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-callingserver-java
-description: Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
+description: "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication CallingServer (Java) - DEPRECATED
diff --git a/web-app/public/skills/azure-communication-chat-java/SKILL.md b/web-app/public/skills/azure-communication-chat-java/SKILL.md
index e0fb0730..8dafce5c 100644
--- a/web-app/public/skills/azure-communication-chat-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-chat-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-chat-java
-description: Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
+description: "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Chat (Java)
diff --git a/web-app/public/skills/azure-communication-common-java/SKILL.md b/web-app/public/skills/azure-communication-common-java/SKILL.md
index 4bbfe624..6810e51a 100644
--- a/web-app/public/skills/azure-communication-common-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-common-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-common-java
-description: Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
+description: "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication Common (Java)
diff --git a/web-app/public/skills/azure-communication-sms-java/SKILL.md b/web-app/public/skills/azure-communication-sms-java/SKILL.md
index 5f99fbf2..bfe44ba2 100644
--- a/web-app/public/skills/azure-communication-sms-java/SKILL.md
+++ b/web-app/public/skills/azure-communication-sms-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-communication-sms-java
-description: Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
+description: "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Communication SMS (Java)
diff --git a/web-app/public/skills/azure-compute-batch-java/SKILL.md b/web-app/public/skills/azure-compute-batch-java/SKILL.md
index 692ecd95..6319c1bd 100644
--- a/web-app/public/skills/azure-compute-batch-java/SKILL.md
+++ b/web-app/public/skills/azure-compute-batch-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Batch SDK for Java. Run large-scale parallel and HPC batch jo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Batch SDK for Java
diff --git a/web-app/public/skills/azure-containerregistry-py/SKILL.md b/web-app/public/skills/azure-containerregistry-py/SKILL.md
index 82b8c2f1..a3dc71e7 100644
--- a/web-app/public/skills/azure-containerregistry-py/SKILL.md
+++ b/web-app/public/skills/azure-containerregistry-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Container Registry SDK for Python. Use for managing container
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure Container Registry SDK for Python
diff --git a/web-app/public/skills/azure-cosmos-db-py/SKILL.md b/web-app/public/skills/azure-cosmos-db-py/SKILL.md
index 28e3d0f2..d06846da 100644
--- a/web-app/public/skills/azure-cosmos-db-py/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-db-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-cosmos-db-py
-description: Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
+description: "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Cosmos DB Service Implementation
diff --git a/web-app/public/skills/azure-cosmos-java/SKILL.md b/web-app/public/skills/azure-cosmos-java/SKILL.md
index 49e27750..39679f00 100644
--- a/web-app/public/skills/azure-cosmos-java/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Java. NoSQL database operations with global
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Java
diff --git a/web-app/public/skills/azure-cosmos-py/SKILL.md b/web-app/public/skills/azure-cosmos-py/SKILL.md
index 424895f6..c386530d 100644
--- a/web-app/public/skills/azure-cosmos-py/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Python
diff --git a/web-app/public/skills/azure-cosmos-rust/SKILL.md b/web-app/public/skills/azure-cosmos-rust/SKILL.md
index 781b3464..53cd68de 100644
--- a/web-app/public/skills/azure-cosmos-rust/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, qu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Cosmos DB SDK for Rust
diff --git a/web-app/public/skills/azure-cosmos-ts/SKILL.md b/web-app/public/skills/azure-cosmos-ts/SKILL.md
index e1409440..b9197c51 100644
--- a/web-app/public/skills/azure-cosmos-ts/SKILL.md
+++ b/web-app/public/skills/azure-cosmos-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/cosmos (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-data-tables-java/SKILL.md b/web-app/public/skills/azure-data-tables-java/SKILL.md
index 0ba84dba..5719f071 100644
--- a/web-app/public/skills/azure-data-tables-java/SKILL.md
+++ b/web-app/public/skills/azure-data-tables-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-data-tables-java
-description: Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
+description: "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Tables SDK for Java
diff --git a/web-app/public/skills/azure-data-tables-py/SKILL.md b/web-app/public/skills/azure-data-tables-py/SKILL.md
index 27688488..d63c1ebb 100644
--- a/web-app/public/skills/azure-data-tables-py/SKILL.md
+++ b/web-app/public/skills/azure-data-tables-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Tables SDK for Python
diff --git a/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md b/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
index 4dd8203d..2d7c6d10 100644
--- a/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Grid SDK for .NET. Client library for publishing and co
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.EventGrid (.NET)
diff --git a/web-app/public/skills/azure-eventgrid-java/SKILL.md b/web-app/public/skills/azure-eventgrid-java/SKILL.md
index 9c596e24..31603231 100644
--- a/web-app/public/skills/azure-eventgrid-java/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventgrid-java
-description: Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
+description: "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Event Grid SDK for Java
diff --git a/web-app/public/skills/azure-eventgrid-py/SKILL.md b/web-app/public/skills/azure-eventgrid-py/SKILL.md
index 8a871d75..e18530e0 100644
--- a/web-app/public/skills/azure-eventgrid-py/SKILL.md
+++ b/web-app/public/skills/azure-eventgrid-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Grid SDK for Python. Use for publishing events, handlin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Event Grid SDK for Python
diff --git a/web-app/public/skills/azure-eventhub-dotnet/SKILL.md b/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
index d6838412..152e1f9e 100644
--- a/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.EventHubs (.NET)
diff --git a/web-app/public/skills/azure-eventhub-java/SKILL.md b/web-app/public/skills/azure-eventhub-java/SKILL.md
index 6f264ac6..df4a1000 100644
--- a/web-app/public/skills/azure-eventhub-java/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventhub-java
-description: Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
+description: "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Event Hubs SDK for Java
diff --git a/web-app/public/skills/azure-eventhub-py/SKILL.md b/web-app/public/skills/azure-eventhub-py/SKILL.md
index f3eeb698..6536bca7 100644
--- a/web-app/public/skills/azure-eventhub-py/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for Python streaming. Use for high-throughput
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Event Hubs SDK for Python
diff --git a/web-app/public/skills/azure-eventhub-rust/SKILL.md b/web-app/public/skills/azure-eventhub-rust/SKILL.md
index 234eb501..6b1aad9e 100644
--- a/web-app/public/skills/azure-eventhub-rust/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Event Hubs SDK for Rust. Use for sending and receiving events
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Event Hubs SDK for Rust
diff --git a/web-app/public/skills/azure-eventhub-ts/SKILL.md b/web-app/public/skills/azure-eventhub-ts/SKILL.md
index 01da7dfa..72c3ae94 100644
--- a/web-app/public/skills/azure-eventhub-ts/SKILL.md
+++ b/web-app/public/skills/azure-eventhub-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-eventhub-ts
-description: Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
+description: "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Event Hubs SDK for TypeScript
diff --git a/web-app/public/skills/azure-functions/SKILL.md b/web-app/public/skills/azure-functions/SKILL.md
index c3a14dce..088bf8ee 100644
--- a/web-app/public/skills/azure-functions/SKILL.md
+++ b/web-app/public/skills/azure-functions/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-functions
-description: Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
+description: "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Azure Functions
diff --git a/web-app/public/skills/azure-identity-dotnet/SKILL.md b/web-app/public/skills/azure-identity-dotnet/SKILL.md
index a23296e1..3ec6a362 100644
--- a/web-app/public/skills/azure-identity-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-identity-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for .NET. Authentication library for Azure SDK c
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Identity (.NET)
diff --git a/web-app/public/skills/azure-identity-java/SKILL.md b/web-app/public/skills/azure-identity-java/SKILL.md
index 91f0e450..674e369c 100644
--- a/web-app/public/skills/azure-identity-java/SKILL.md
+++ b/web-app/public/skills/azure-identity-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-identity-java
-description: Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
+description: "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Identity (Java)
diff --git a/web-app/public/skills/azure-identity-py/SKILL.md b/web-app/public/skills/azure-identity-py/SKILL.md
index db1d92e8..9a87217e 100644
--- a/web-app/public/skills/azure-identity-py/SKILL.md
+++ b/web-app/public/skills/azure-identity-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for Python authentication. Use for DefaultAzureC
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Identity SDK for Python
diff --git a/web-app/public/skills/azure-identity-rust/SKILL.md b/web-app/public/skills/azure-identity-rust/SKILL.md
index 90cd2e4c..9e578de5 100644
--- a/web-app/public/skills/azure-identity-rust/SKILL.md
+++ b/web-app/public/skills/azure-identity-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Identity SDK for Rust authentication. Use for DeveloperToolsC
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Identity SDK for Rust
diff --git a/web-app/public/skills/azure-identity-ts/SKILL.md b/web-app/public/skills/azure-identity-ts/SKILL.md
index f0ccc405..05f7bdad 100644
--- a/web-app/public/skills/azure-identity-ts/SKILL.md
+++ b/web-app/public/skills/azure-identity-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-identity-ts
-description: Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
+description: "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Identity SDK for TypeScript
diff --git a/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md b/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
index 6df61e49..db6abab3 100644
--- a/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-certificates-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault Certificates SDK for Rust. Use for creating, import
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Certificates SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md b/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
index 199797bc..c13ce37b 100644
--- a/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-keys-rust/SKILL.md
@@ -4,7 +4,6 @@ description: 'Azure Key Vault Keys SDK for Rust. Use for creating, managing, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Keys SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md b/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
index cde506b3..5d0c1664 100644
--- a/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-keys-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-keyvault-keys-ts
-description: Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
+description: "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Keys SDK for TypeScript
diff --git a/web-app/public/skills/azure-keyvault-py/SKILL.md b/web-app/public/skills/azure-keyvault-py/SKILL.md
index 8ee50ca7..244b49c8 100644
--- a/web-app/public/skills/azure-keyvault-py/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault SDK for Python. Use for secrets, keys, and certific
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Key Vault SDK for Python
diff --git a/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md b/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
index 44d9e87c..b166aeb9 100644
--- a/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-secrets-rust/SKILL.md
@@ -4,7 +4,6 @@ description: 'Azure Key Vault Secrets SDK for Rust. Use for storing and retrievi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Key Vault Secrets SDK for Rust
diff --git a/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md b/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
index 9f7ec12c..dfc8c9a2 100644
--- a/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
+++ b/web-app/public/skills/azure-keyvault-secrets-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-keyvault-secrets-ts
-description: Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
+description: "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Secrets SDK for TypeScript
diff --git a/web-app/public/skills/azure-maps-search-dotnet/SKILL.md b/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
index 9cd8f4ec..826c55c2 100644
--- a/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-maps-search-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Maps SDK for .NET. Location-based services including geocodin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Maps (.NET)
diff --git a/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md b/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
index 74809aef..04337391 100644
--- a/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
+++ b/web-app/public/skills/azure-messaging-webpubsub-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-messaging-webpubsub-java
-description: Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
+description: "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Web PubSub SDK for Java
diff --git a/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md b/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
index 58451eef..67857699 100644
--- a/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
+++ b/web-app/public/skills/azure-messaging-webpubsubservice-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Web PubSub Service SDK for Python. Use for real-time messagin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Azure Web PubSub Service SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
index 4d1588e0..869c0c19 100644
--- a/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apicenter-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Center SDK for .NET. Centralized API inventory management
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ApiCenter (.NET)
diff --git a/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md b/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
index a72dde51..5bcbe14d 100644
--- a/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apicenter-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Center Management SDK for Python. Use for managing API in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure API Center Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
index 61207760..9c01f057 100644
--- a/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apimanagement-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for API Management in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ApiManagement (.NET)
diff --git a/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md b/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
index 5eadc21f..7f2716b8 100644
--- a/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-apimanagement-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure API Management SDK for Python. Use for managing APIM services
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure API Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
index 2750d80b..0dd78d10 100644
--- a/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Application Insights SDK for .NET. Application performance mo
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Azure.ResourceManager.ApplicationInsights (.NET)
diff --git a/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
index 0d971d43..62656e97 100644
--- a/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Arize AI Observability and Evaluatio
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.ArizeAIObservabilityEval
diff --git a/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
index e19c14f0..fb33f723 100644
--- a/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-botservice-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Bot Service in .NET. Management plan
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.BotService (.NET)
diff --git a/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md b/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
index 8dd6d5cd..a47147ae 100644
--- a/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-botservice-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Bot Service Management SDK for Python. Use for creating, mana
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Bot Service Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
index 7823db80..c7f39ae9 100644
--- a/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-fabric-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Fabric in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Fabric (.NET)
diff --git a/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md b/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
index b1b89e25..bec47a80 100644
--- a/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-fabric-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Fabric Management SDK for Python. Use for managing Microsoft
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Fabric Management SDK for Python
diff --git a/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
index 33319566..b71f2a2d 100644
--- a/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-mgmt-mongodbatlas-dotnet
-description: Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
+description: "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure.ResourceManager.MongoDBAtlas SDK
diff --git a/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md b/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
index 8bcac731..25846ba9 100644
--- a/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Weights & Biases SDK for .NET. ML experiment tracking and mod
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.WeightsAndBiases (.NET)
diff --git a/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md b/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
index 8a3d6f0b..1c3b084e 100644
--- a/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
+++ b/web-app/public/skills/azure-microsoft-playwright-testing-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-microsoft-playwright-testing-ts
-description: Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
+description: "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Azure Playwright Workspaces SDK for TypeScript
diff --git a/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md b/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
index 7492761a..f73eb980 100644
--- a/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-ingestion-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Mon
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Java
diff --git a/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md b/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
index c5264b14..47e4680a 100644
--- a/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-ingestion-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Ingestion SDK for Python. Use for sending custom logs
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Ingestion SDK for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
index b5c3e82b..c370ed63 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Java
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
index 43e9c34f..7a564a69 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Exporter for Python. Use for low-level
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Exporter for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
index 77d22e79..19349136 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor OpenTelemetry Distro for Python. Use for one-line App
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor OpenTelemetry Distro for Python
diff --git a/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md b/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
index 41bfa7de..349d536a 100644
--- a/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
+++ b/web-app/public/skills/azure-monitor-opentelemetry-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-monitor-opentelemetry-ts
-description: Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
+description: "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Azure Monitor OpenTelemetry SDK for TypeScript
diff --git a/web-app/public/skills/azure-monitor-query-java/SKILL.md b/web-app/public/skills/azure-monitor-query-java/SKILL.md
index 83059d04..a78569a4 100644
--- a/web-app/public/skills/azure-monitor-query-java/SKILL.md
+++ b/web-app/public/skills/azure-monitor-query-java/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Query SDK for Java. Execute Kusto queries against Log
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Query SDK for Java
diff --git a/web-app/public/skills/azure-monitor-query-py/SKILL.md b/web-app/public/skills/azure-monitor-query-py/SKILL.md
index 2da34491..a86ba3d2 100644
--- a/web-app/public/skills/azure-monitor-query-py/SKILL.md
+++ b/web-app/public/skills/azure-monitor-query-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Monitor Query SDK for Python. Use for querying Log Analytics
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Monitor Query SDK for Python
diff --git a/web-app/public/skills/azure-postgres-ts/SKILL.md b/web-app/public/skills/azure-postgres-ts/SKILL.md
index 530a1342..f2eaabf9 100644
--- a/web-app/public/skills/azure-postgres-ts/SKILL.md
+++ b/web-app/public/skills/azure-postgres-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Connect to Azure Database for PostgreSQL Flexible Server from Node.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure PostgreSQL for TypeScript (node-postgres)
diff --git a/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
index 571136f2..095de040 100644
--- a/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Cosmos DB in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.CosmosDB (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
index fda9a4c0..e26f042d 100644
--- a/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-durabletask-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Durable Task Scheduler in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.DurableTask (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
index b4a9276b..ff1cbd25 100644
--- a/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-mysql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure MySQL Flexible Server SDK for .NET. Database management for M
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.MySql (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
index 786c289e..1bf92b18 100644
--- a/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-playwright-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Microsoft Playwright Testing in .NET
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Playwright (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
index c04a35f1..68b07ce1 100644
--- a/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-postgresql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure PostgreSQL Flexible Server SDK for .NET. Database management
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.PostgreSql (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
index 5c19465d..81580f97 100644
--- a/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-redis-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Redis in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Redis (.NET)
diff --git a/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md b/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
index b4613431..40251b30 100644
--- a/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-resource-manager-sql-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Resource Manager SDK for Azure SQL in .NET.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.ResourceManager.Sql (.NET)
diff --git a/web-app/public/skills/azure-search-documents-dotnet/SKILL.md b/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
index 46f6a950..5126ac96 100644
--- a/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Search SDK for .NET (Azure.Search.Documents). Use for buil
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure.Search.Documents (.NET)
diff --git a/web-app/public/skills/azure-search-documents-py/SKILL.md b/web-app/public/skills/azure-search-documents-py/SKILL.md
index c2fe9e89..7bee4219 100644
--- a/web-app/public/skills/azure-search-documents-py/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure AI Search SDK for Python. Use for vector search, hybrid searc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Azure AI Search SDK for Python
diff --git a/web-app/public/skills/azure-search-documents-ts/SKILL.md b/web-app/public/skills/azure-search-documents-ts/SKILL.md
index dc5016ef..2806eeb3 100644
--- a/web-app/public/skills/azure-search-documents-ts/SKILL.md
+++ b/web-app/public/skills/azure-search-documents-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-search-documents-ts
-description: Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
+description: "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Azure AI Search SDK for TypeScript
diff --git a/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md b/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
index 731170b2..e9985bf5 100644
--- a/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-keys-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Key Vault Keys SDK for .NET. Client library for managing cryp
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 # Azure.Security.KeyVault.Keys (.NET)
diff --git a/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md b/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
index 90402e7e..0b464bfd 100644
--- a/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-keys-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-security-keyvault-keys-java
-description: Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
+description: "Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Keys (Java)
diff --git a/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md b/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
index 8123a007..dea86286 100644
--- a/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
+++ b/web-app/public/skills/azure-security-keyvault-secrets-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-security-keyvault-secrets-java
-description: Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
+description: "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Azure Key Vault Secrets (Java)
diff --git a/web-app/public/skills/azure-servicebus-dotnet/SKILL.md b/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
index fb3f658e..d473ee77 100644
--- a/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Service Bus SDK for .NET. Enterprise messaging with queues, t
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure.Messaging.ServiceBus (.NET)
diff --git a/web-app/public/skills/azure-servicebus-py/SKILL.md b/web-app/public/skills/azure-servicebus-py/SKILL.md
index 7aa6e342..7b48f0fe 100644
--- a/web-app/public/skills/azure-servicebus-py/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Service Bus SDK for Python messaging. Use for queues, topics,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Service Bus SDK for Python
diff --git a/web-app/public/skills/azure-servicebus-ts/SKILL.md b/web-app/public/skills/azure-servicebus-ts/SKILL.md
index 1a3b5f6e..4146a4c0 100644
--- a/web-app/public/skills/azure-servicebus-ts/SKILL.md
+++ b/web-app/public/skills/azure-servicebus-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-servicebus-ts
-description: Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
+description: "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Service Bus SDK for TypeScript
diff --git a/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md b/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
index 38aeb64b..03e47e7b 100644
--- a/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
+++ b/web-app/public/skills/azure-speech-to-text-rest-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Speech to Text REST API for short audio (Python). Use for sim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Azure Speech to Text REST API for Short Audio
diff --git a/web-app/public/skills/azure-storage-blob-java/SKILL.md b/web-app/public/skills/azure-storage-blob-java/SKILL.md
index 69d5b8b2..f92f7a08 100644
--- a/web-app/public/skills/azure-storage-blob-java/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-java/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-storage-blob-java
-description: Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
+description: "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Azure Storage Blob SDK for Java
diff --git a/web-app/public/skills/azure-storage-blob-py/SKILL.md b/web-app/public/skills/azure-storage-blob-py/SKILL.md
index a8fc2b02..d429601e 100644
--- a/web-app/public/skills/azure-storage-blob-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage SDK for Python. Use for uploading, downloading,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Blob Storage SDK for Python
diff --git a/web-app/public/skills/azure-storage-blob-rust/SKILL.md b/web-app/public/skills/azure-storage-blob-rust/SKILL.md
index 49ab9a0c..0b13f44c 100644
--- a/web-app/public/skills/azure-storage-blob-rust/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-rust/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage SDK for Rust. Use for uploading, downloading, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Blob Storage SDK for Rust
diff --git a/web-app/public/skills/azure-storage-blob-ts/SKILL.md b/web-app/public/skills/azure-storage-blob-ts/SKILL.md
index 35e06949..e82de180 100644
--- a/web-app/public/skills/azure-storage-blob-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-blob-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob)
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-blob (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md b/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
index f8b5738d..a8b70056 100644
--- a/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-datalake-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical f
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Data Lake Storage Gen2 SDK for Python
diff --git a/web-app/public/skills/azure-storage-file-share-py/SKILL.md b/web-app/public/skills/azure-storage-file-share-py/SKILL.md
index b9877652..924f92d4 100644
--- a/web-app/public/skills/azure-storage-file-share-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-share-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Storage File Share SDK for Python. Use for SMB file shares, d
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Storage File Share SDK for Python
diff --git a/web-app/public/skills/azure-storage-file-share-ts/SKILL.md b/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
index aaeb5bee..8bb022c7 100644
--- a/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-file-share-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-sha
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-file-share (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-storage-queue-py/SKILL.md b/web-app/public/skills/azure-storage-queue-py/SKILL.md
index a1fabadb..98797d61 100644
--- a/web-app/public/skills/azure-storage-queue-py/SKILL.md
+++ b/web-app/public/skills/azure-storage-queue-py/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Queue Storage SDK for Python. Use for reliable message queuin
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 # Azure Queue Storage SDK for Python
diff --git a/web-app/public/skills/azure-storage-queue-ts/SKILL.md b/web-app/public/skills/azure-storage-queue-ts/SKILL.md
index 8f746520..8f2cc5be 100644
--- a/web-app/public/skills/azure-storage-queue-ts/SKILL.md
+++ b/web-app/public/skills/azure-storage-queue-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # @azure/storage-queue (TypeScript/JavaScript)
diff --git a/web-app/public/skills/azure-web-pubsub-ts/SKILL.md b/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
index f0b4bfbd..838087b7 100644
--- a/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
+++ b/web-app/public/skills/azure-web-pubsub-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: azure-web-pubsub-ts
-description: Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
+description: "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Azure Web PubSub SDKs for TypeScript
diff --git a/web-app/public/skills/backend-architect/SKILL.md b/web-app/public/skills/backend-architect/SKILL.md
index 33425f45..cc333711 100644
--- a/web-app/public/skills/backend-architect/SKILL.md
+++ b/web-app/public/skills/backend-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert backend architect specializing in scalable API design, micro
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.
 
diff --git a/web-app/public/skills/backend-dev-guidelines/SKILL.md b/web-app/public/skills/backend-dev-guidelines/SKILL.md
index de98e06b..65d64557 100644
--- a/web-app/public/skills/backend-dev-guidelines/SKILL.md
+++ b/web-app/public/skills/backend-dev-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backend-dev-guidelines
-description: Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
+description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Backend Development Guidelines
diff --git a/web-app/public/skills/backend-development-feature-development/SKILL.md b/web-app/public/skills/backend-development-feature-development/SKILL.md
index 042e0bc1..4b283a68 100644
--- a/web-app/public/skills/backend-development-feature-development/SKILL.md
+++ b/web-app/public/skills/backend-development-feature-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backend-development-feature-development
-description: Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
+description: "Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 Orchestrate end-to-end feature development from requirements to production deployment:
diff --git a/web-app/public/skills/backend-security-coder/SKILL.md b/web-app/public/skills/backend-security-coder/SKILL.md
index 5068cf3c..a104ed06 100644
--- a/web-app/public/skills/backend-security-coder/SKILL.md
+++ b/web-app/public/skills/backend-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure backend coding practices specializing in input val
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/backtesting-frameworks/SKILL.md b/web-app/public/skills/backtesting-frameworks/SKILL.md
index 9e48285f..ede9d8c8 100644
--- a/web-app/public/skills/backtesting-frameworks/SKILL.md
+++ b/web-app/public/skills/backtesting-frameworks/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: backtesting-frameworks
-description: Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
+description: "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Backtesting Frameworks
diff --git a/web-app/public/skills/bamboohr-automation/SKILL.md b/web-app/public/skills/bamboohr-automation/SKILL.md
index b471be3b..8246144e 100644
--- a/web-app/public/skills/bamboohr-automation/SKILL.md
+++ b/web-app/public/skills/bamboohr-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bamboohr-automation
-description: 'Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.'
+description: "Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # BambooHR Automation via Rube MCP
diff --git a/web-app/public/skills/basecamp-automation/SKILL.md b/web-app/public/skills/basecamp-automation/SKILL.md
index f2e5b250..85779fb3 100644
--- a/web-app/public/skills/basecamp-automation/SKILL.md
+++ b/web-app/public/skills/basecamp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: basecamp-automation
-description: Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Basecamp Automation via Rube MCP
diff --git a/web-app/public/skills/bash-defensive-patterns/SKILL.md b/web-app/public/skills/bash-defensive-patterns/SKILL.md
index 0d168270..c6e8a9bc 100644
--- a/web-app/public/skills/bash-defensive-patterns/SKILL.md
+++ b/web-app/public/skills/bash-defensive-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bash-defensive-patterns
-description: Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
+description: "Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Bash Defensive Patterns
diff --git a/web-app/public/skills/bash-linux/SKILL.md b/web-app/public/skills/bash-linux/SKILL.md
index 24a364fc..b2af921b 100644
--- a/web-app/public/skills/bash-linux/SKILL.md
+++ b/web-app/public/skills/bash-linux/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bash-linux
-description: Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
+description: "Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Bash Linux Patterns
diff --git a/web-app/public/skills/bash-pro/SKILL.md b/web-app/public/skills/bash-pro/SKILL.md
index 1ac6bd91..eaefa0ad 100644
--- a/web-app/public/skills/bash-pro/SKILL.md
+++ b/web-app/public/skills/bash-pro/SKILL.md
@@ -10,7 +10,6 @@ description: 'Master of defensive Bash scripting for production automation, CI/C
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 ## Use this skill when
 
diff --git a/web-app/public/skills/bats-testing-patterns/SKILL.md b/web-app/public/skills/bats-testing-patterns/SKILL.md
index 30f73b47..bc1d6177 100644
--- a/web-app/public/skills/bats-testing-patterns/SKILL.md
+++ b/web-app/public/skills/bats-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bats-testing-patterns
-description: Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
+description: "Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Bats Testing Patterns
diff --git a/web-app/public/skills/bazel-build-optimization/SKILL.md b/web-app/public/skills/bazel-build-optimization/SKILL.md
index fb8fea63..4961baa5 100644
--- a/web-app/public/skills/bazel-build-optimization/SKILL.md
+++ b/web-app/public/skills/bazel-build-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bazel-build-optimization
-description: Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
+description: "Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Bazel Build Optimization
diff --git a/web-app/public/skills/beautiful-prose/SKILL.md b/web-app/public/skills/beautiful-prose/SKILL.md
index d5709891..ffa35480 100644
--- a/web-app/public/skills/beautiful-prose/SKILL.md
+++ b/web-app/public/skills/beautiful-prose/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: beautiful-prose
-description: Hard-edged writing style contract for timeless, forceful English prose without AI tics
+description: "Hard-edged writing style contract for timeless, forceful English prose without AI tics"
 risk: safe
-source: https://github.com/SHADOWPR0/beautiful_prose
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/SHADOWPR0/beautiful_prose"
+date_added: "2026-02-27"
 ---
 
 # Beautiful Prose
diff --git a/web-app/public/skills/behavioral-modes/SKILL.md b/web-app/public/skills/behavioral-modes/SKILL.md
index fecc3188..7fb87018 100644
--- a/web-app/public/skills/behavioral-modes/SKILL.md
+++ b/web-app/public/skills/behavioral-modes/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: behavioral-modes
-description: AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
+description: "AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Behavioral Modes - Adaptive AI Operating Modes
diff --git a/web-app/public/skills/bevy-ecs-expert/SKILL.md b/web-app/public/skills/bevy-ecs-expert/SKILL.md
index 7afaf985..857144b7 100644
--- a/web-app/public/skills/bevy-ecs-expert/SKILL.md
+++ b/web-app/public/skills/bevy-ecs-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bevy-ecs-expert
-description: Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
+description: "Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Bevy ECS Expert
diff --git a/web-app/public/skills/billing-automation/SKILL.md b/web-app/public/skills/billing-automation/SKILL.md
index 7b2aa9c3..55f18225 100644
--- a/web-app/public/skills/billing-automation/SKILL.md
+++ b/web-app/public/skills/billing-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: billing-automation
-description: Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
+description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Billing Automation
diff --git a/web-app/public/skills/binary-analysis-patterns/SKILL.md b/web-app/public/skills/binary-analysis-patterns/SKILL.md
index 73a7333f..59442cfe 100644
--- a/web-app/public/skills/binary-analysis-patterns/SKILL.md
+++ b/web-app/public/skills/binary-analysis-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: binary-analysis-patterns
-description: Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
+description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Binary Analysis Patterns
diff --git a/web-app/public/skills/bitbucket-automation/SKILL.md b/web-app/public/skills/bitbucket-automation/SKILL.md
index 5e343f88..c12d12ce 100644
--- a/web-app/public/skills/bitbucket-automation/SKILL.md
+++ b/web-app/public/skills/bitbucket-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bitbucket-automation
-description: Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Bitbucket Automation via Rube MCP
diff --git a/web-app/public/skills/blockchain-developer/SKILL.md b/web-app/public/skills/blockchain-developer/SKILL.md
index f35f0715..7370a622 100644
--- a/web-app/public/skills/blockchain-developer/SKILL.md
+++ b/web-app/public/skills/blockchain-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready Web3 applications, smart contracts, and dece
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/blockrun/SKILL.md b/web-app/public/skills/blockrun/SKILL.md
index 33b061a2..c551dc2d 100644
--- a/web-app/public/skills/blockrun/SKILL.md
+++ b/web-app/public/skills/blockrun/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: blockrun
-description: Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"da...
+description: "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # BlockRun
diff --git a/web-app/public/skills/box-automation/SKILL.md b/web-app/public/skills/box-automation/SKILL.md
index 959f41e2..d2c2e9e4 100644
--- a/web-app/public/skills/box-automation/SKILL.md
+++ b/web-app/public/skills/box-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: box-automation
-description: Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
+description: "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Box Automation via Rube MCP
diff --git a/web-app/public/skills/brainstorming/SKILL.md b/web-app/public/skills/brainstorming/SKILL.md
index 2d8ba7f4..bd966dbd 100644
--- a/web-app/public/skills/brainstorming/SKILL.md
+++ b/web-app/public/skills/brainstorming/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brainstorming
-description: Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
+description: "Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Brainstorming Ideas Into Designs
diff --git a/web-app/public/skills/brand-guidelines-anthropic/SKILL.md b/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
index 36b12c82..9a166ffa 100644
--- a/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
+++ b/web-app/public/skills/brand-guidelines-anthropic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brand-guidelines-anthropic
-description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
+description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Anthropic Brand Styling
diff --git a/web-app/public/skills/brand-guidelines-community/SKILL.md b/web-app/public/skills/brand-guidelines-community/SKILL.md
index 646246c4..dfea6bf4 100644
--- a/web-app/public/skills/brand-guidelines-community/SKILL.md
+++ b/web-app/public/skills/brand-guidelines-community/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brand-guidelines-community
-description: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
+description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Anthropic Brand Styling
diff --git a/web-app/public/skills/brevo-automation/SKILL.md b/web-app/public/skills/brevo-automation/SKILL.md
index 6dd5e216..bf3b8a5c 100644
--- a/web-app/public/skills/brevo-automation/SKILL.md
+++ b/web-app/public/skills/brevo-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: brevo-automation
-description: 'Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...'
+description: "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Brevo Automation via Rube MCP
diff --git a/web-app/public/skills/broken-authentication/SKILL.md b/web-app/public/skills/broken-authentication/SKILL.md
index 2cb16f94..dc301323 100644
--- a/web-app/public/skills/broken-authentication/SKILL.md
+++ b/web-app/public/skills/broken-authentication/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: broken-authentication
-description: This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate ...
+description: "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Broken Authentication Testing
diff --git a/web-app/public/skills/browser-automation/SKILL.md b/web-app/public/skills/browser-automation/SKILL.md
index dbc97464..9ff1072f 100644
--- a/web-app/public/skills/browser-automation/SKILL.md
+++ b/web-app/public/skills/browser-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: browser-automation
-description: Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
+description: "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Browser Automation
diff --git a/web-app/public/skills/browser-extension-builder/SKILL.md b/web-app/public/skills/browser-extension-builder/SKILL.md
index 19e0abb4..5b8597b4 100644
--- a/web-app/public/skills/browser-extension-builder/SKILL.md
+++ b/web-app/public/skills/browser-extension-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: browser-extension-builder
-description: Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
+description: "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: content
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Browser Extension Builder
diff --git a/web-app/public/skills/bullmq-specialist/SKILL.md b/web-app/public/skills/bullmq-specialist/SKILL.md
index 5e980608..05bda6a2 100644
--- a/web-app/public/skills/bullmq-specialist/SKILL.md
+++ b/web-app/public/skills/bullmq-specialist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bullmq-specialist
-description: 'BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.'
+description: "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # BullMQ Specialist
diff --git a/web-app/public/skills/bun-development/SKILL.md b/web-app/public/skills/bun-development/SKILL.md
index 47e4f85e..284159ee 100644
--- a/web-app/public/skills/bun-development/SKILL.md
+++ b/web-app/public/skills/bun-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: bun-development
-description: Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
+description: "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # ⚡ Bun Development
diff --git a/web-app/public/skills/burp-suite-testing/SKILL.md b/web-app/public/skills/burp-suite-testing/SKILL.md
index eba73a10..0a6b1dbe 100644
--- a/web-app/public/skills/burp-suite-testing/SKILL.md
+++ b/web-app/public/skills/burp-suite-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: burp-suite-testing
-description: This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp ...
+description: "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Burp Suite Web Application Testing
diff --git a/web-app/public/skills/business-analyst/SKILL.md b/web-app/public/skills/business-analyst/SKILL.md
index e2f6a7d2..0caf5c9c 100644
--- a/web-app/public/skills/business-analyst/SKILL.md
+++ b/web-app/public/skills/business-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern business analysis with AI-powered analytics, real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md b/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
index 1746676a..d3cb9595 100644
--- a/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
+++ b/web-app/public/skills/c4-architecture-c4-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: c4-architecture-c4-architecture
-description: Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
+description: "Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # C4 Architecture Documentation Workflow
diff --git a/web-app/public/skills/c4-code/SKILL.md b/web-app/public/skills/c4-code/SKILL.md
index bfdc8eeb..0d486efd 100644
--- a/web-app/public/skills/c4-code/SKILL.md
+++ b/web-app/public/skills/c4-code/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Code-level documentation specialist. Analyzes code direct
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # C4 Code Level: [Directory Name]
diff --git a/web-app/public/skills/c4-component/SKILL.md b/web-app/public/skills/c4-component/SKILL.md
index 47ddeab4..8cd0aef8 100644
--- a/web-app/public/skills/c4-component/SKILL.md
+++ b/web-app/public/skills/c4-component/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Component-level documentation specialist. Synthesizes C4
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # C4 Component Level: [Component Name]
diff --git a/web-app/public/skills/c4-container/SKILL.md b/web-app/public/skills/c4-container/SKILL.md
index bca34848..b8d22c44 100644
--- a/web-app/public/skills/c4-container/SKILL.md
+++ b/web-app/public/skills/c4-container/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Container-level documentation specialist.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # C4 Container Level: System Deployment
diff --git a/web-app/public/skills/c4-context/SKILL.md b/web-app/public/skills/c4-context/SKILL.md
index 238ce792..7b2e753e 100644
--- a/web-app/public/skills/c4-context/SKILL.md
+++ b/web-app/public/skills/c4-context/SKILL.md
@@ -4,7 +4,6 @@ description: Expert C4 Context-level documentation specialist. Creates high-leve
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # C4 Context Level: System Context
diff --git a/web-app/public/skills/cal-com-automation/SKILL.md b/web-app/public/skills/cal-com-automation/SKILL.md
index 3636ff5e..26c21037 100644
--- a/web-app/public/skills/cal-com-automation/SKILL.md
+++ b/web-app/public/skills/cal-com-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cal-com-automation
-description: 'Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.'
+description: "Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Cal.com Automation via Rube MCP
diff --git a/web-app/public/skills/calendly-automation/SKILL.md b/web-app/public/skills/calendly-automation/SKILL.md
index cd498184..eb788f08 100644
--- a/web-app/public/skills/calendly-automation/SKILL.md
+++ b/web-app/public/skills/calendly-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: calendly-automation
-description: Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Calendly Automation via Rube MCP
diff --git a/web-app/public/skills/canva-automation/SKILL.md b/web-app/public/skills/canva-automation/SKILL.md
index b395c530..f4221687 100644
--- a/web-app/public/skills/canva-automation/SKILL.md
+++ b/web-app/public/skills/canva-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: canva-automation
-description: 'Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.'
+description: "Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Canva Automation via Rube MCP
diff --git a/web-app/public/skills/canvas-design/SKILL.md b/web-app/public/skills/canvas-design/SKILL.md
index 5c102a3f..0cd897dd 100644
--- a/web-app/public/skills/canvas-design/SKILL.md
+++ b/web-app/public/skills/canvas-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: canvas-design
-description: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
+description: "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files.
diff --git a/web-app/public/skills/carrier-relationship-management/SKILL.md b/web-app/public/skills/carrier-relationship-management/SKILL.md
index 6f213e1f..37baed65 100644
--- a/web-app/public/skills/carrier-relationship-management/SKILL.md
+++ b/web-app/public/skills/carrier-relationship-management/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for managing carrier portfolios, negotiating fre
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/cc-skill-backend-patterns/SKILL.md b/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
index 50aa2c14..eaa64465 100644
--- a/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
+++ b/web-app/public/skills/cc-skill-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-backend-patterns
-description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
+description: "Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Backend Development Patterns
diff --git a/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md b/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
index ce1b11a1..6db65e17 100644
--- a/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
+++ b/web-app/public/skills/cc-skill-clickhouse-io/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-clickhouse-io
-description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
+description: "ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # ClickHouse Analytics Patterns
diff --git a/web-app/public/skills/cc-skill-coding-standards/SKILL.md b/web-app/public/skills/cc-skill-coding-standards/SKILL.md
index 857d6001..3dc87bcd 100644
--- a/web-app/public/skills/cc-skill-coding-standards/SKILL.md
+++ b/web-app/public/skills/cc-skill-coding-standards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-coding-standards
-description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
+description: "Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Coding Standards & Best Practices
diff --git a/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md b/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
index f42e0c6e..58d5e6e3 100644
--- a/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
+++ b/web-app/public/skills/cc-skill-frontend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-frontend-patterns
-description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
+description: "Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend Development Patterns
diff --git a/web-app/public/skills/cc-skill-security-review/SKILL.md b/web-app/public/skills/cc-skill-security-review/SKILL.md
index a1aedaa3..e006d044 100644
--- a/web-app/public/skills/cc-skill-security-review/SKILL.md
+++ b/web-app/public/skills/cc-skill-security-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cc-skill-security-review
-description: Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
+description: "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Security Review Skill
diff --git a/web-app/public/skills/cdk-patterns/SKILL.md b/web-app/public/skills/cdk-patterns/SKILL.md
index e364aa38..7fd78023 100644
--- a/web-app/public/skills/cdk-patterns/SKILL.md
+++ b/web-app/public/skills/cdk-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cdk-patterns
-description: Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.
+description: "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 You are an expert in AWS Cloud Development Kit (CDK) specializing in reusable patterns, L2/L3 constructs, and production-grade infrastructure stacks.
 
diff --git a/web-app/public/skills/changelog-automation/SKILL.md b/web-app/public/skills/changelog-automation/SKILL.md
index 3726543b..852a157e 100644
--- a/web-app/public/skills/changelog-automation/SKILL.md
+++ b/web-app/public/skills/changelog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: changelog-automation
-description: Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
+description: "Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Changelog Automation
diff --git a/web-app/public/skills/chrome-extension-developer/SKILL.md b/web-app/public/skills/chrome-extension-developer/SKILL.md
index 18a21cdf..647abce5 100644
--- a/web-app/public/skills/chrome-extension-developer/SKILL.md
+++ b/web-app/public/skills/chrome-extension-developer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: chrome-extension-developer
-description: Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.
+description: "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 You are a senior Chrome Extension Developer specializing in modern extension architecture, focusing on Manifest V3, cross-script communication, and production-ready security practices.
diff --git a/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md b/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
index 0e6fae13..b8d36f3c 100644
--- a/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
+++ b/web-app/public/skills/cicd-automation-workflow-automate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cicd-automation-workflow-automate
-description: You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
+description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Workflow Automation
diff --git a/web-app/public/skills/circleci-automation/SKILL.md b/web-app/public/skills/circleci-automation/SKILL.md
index 1d9ccc99..60db9b5f 100644
--- a/web-app/public/skills/circleci-automation/SKILL.md
+++ b/web-app/public/skills/circleci-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: circleci-automation
-description: 'Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.'
+description: "Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # CircleCI Automation via Rube MCP
diff --git a/web-app/public/skills/clarity-gate/SKILL.md b/web-app/public/skills/clarity-gate/SKILL.md
index f6c755cc..409f5c62 100644
--- a/web-app/public/skills/clarity-gate/SKILL.md
+++ b/web-app/public/skills/clarity-gate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clarity-gate
-description: Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
+description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
 risk: safe
-source: https://github.com/frmoretto/clarity-gate
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/frmoretto/clarity-gate"
+date_added: "2026-02-27"
 ---
 
 # Clarity Gate
diff --git a/web-app/public/skills/claude-ally-health/SKILL.md b/web-app/public/skills/claude-ally-health/SKILL.md
index d43e3ecc..67341c8e 100644
--- a/web-app/public/skills/claude-ally-health/SKILL.md
+++ b/web-app/public/skills/claude-ally-health/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: claude-ally-health
-description: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
+description: "A health assistant skill for medical information analysis, symptom tracking, and wellness guidance."
 risk: safe
-source: https://github.com/huifer/Claude-Ally-Health
-date_added: '2026-02-27'
-category: database
+source: "https://github.com/huifer/Claude-Ally-Health"
+date_added: "2026-02-27"
 ---
 
 # Claude Ally Health
diff --git a/web-app/public/skills/claude-d3js-skill/SKILL.md b/web-app/public/skills/claude-d3js-skill/SKILL.md
index 54fafd92..592a2662 100644
--- a/web-app/public/skills/claude-d3js-skill/SKILL.md
+++ b/web-app/public/skills/claude-d3js-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: claude-d3js-skill
-description: Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
+description: "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # D3.js Visualisation
diff --git a/web-app/public/skills/clean-code/SKILL.md b/web-app/public/skills/clean-code/SKILL.md
index 1c9aef36..76328acd 100644
--- a/web-app/public/skills/clean-code/SKILL.md
+++ b/web-app/public/skills/clean-code/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clean-code
-description: Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
+description: "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..."
 risk: safe
-source: ClawForge (https://github.com/jackjin1997/ClawForge)
-date_added: '2026-02-27'
-category: ai-ml
+source: "ClawForge (https://github.com/jackjin1997/ClawForge)"
+date_added: "2026-02-27"
 ---
 
 # Clean Code Skill
diff --git a/web-app/public/skills/clerk-auth/SKILL.md b/web-app/public/skills/clerk-auth/SKILL.md
index 39423c7d..d3a8f84f 100644
--- a/web-app/public/skills/clerk-auth/SKILL.md
+++ b/web-app/public/skills/clerk-auth/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clerk-auth
-description: 'Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.'
+description: "Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Clerk Authentication
diff --git a/web-app/public/skills/clickup-automation/SKILL.md b/web-app/public/skills/clickup-automation/SKILL.md
index d9765ae6..e5ea0fca 100644
--- a/web-app/public/skills/clickup-automation/SKILL.md
+++ b/web-app/public/skills/clickup-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: clickup-automation
-description: Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ClickUp Automation via Rube MCP
diff --git a/web-app/public/skills/close-automation/SKILL.md b/web-app/public/skills/close-automation/SKILL.md
index 35f01022..dd240081 100644
--- a/web-app/public/skills/close-automation/SKILL.md
+++ b/web-app/public/skills/close-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: close-automation
-description: 'Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.'
+description: "Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Close CRM Automation via Rube MCP
diff --git a/web-app/public/skills/cloud-architect/SKILL.md b/web-app/public/skills/cloud-architect/SKILL.md
index ac32a0d9..98df8d29 100644
--- a/web-app/public/skills/cloud-architect/SKILL.md
+++ b/web-app/public/skills/cloud-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert cloud architect specializing in AWS/Azure/GCP multi-cloud in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/cloud-penetration-testing/SKILL.md b/web-app/public/skills/cloud-penetration-testing/SKILL.md
index e766acc2..8f278113 100644
--- a/web-app/public/skills/cloud-penetration-testing/SKILL.md
+++ b/web-app/public/skills/cloud-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloud-penetration-testing
-description: This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfiguratio...
+description: "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Cloud Penetration Testing
diff --git a/web-app/public/skills/cloudflare-workers-expert/SKILL.md b/web-app/public/skills/cloudflare-workers-expert/SKILL.md
index 24d97691..653428be 100644
--- a/web-app/public/skills/cloudflare-workers-expert/SKILL.md
+++ b/web-app/public/skills/cloudflare-workers-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloudflare-workers-expert
-description: Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
+description: "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 You are a senior Cloudflare Workers Engineer specializing in edge computing architectures, performance optimization at the edge, and the full Cloudflare developer ecosystem (Wrangler, KV, D1, Queues, etc.).
diff --git a/web-app/public/skills/cloudformation-best-practices/SKILL.md b/web-app/public/skills/cloudformation-best-practices/SKILL.md
index 01aa4a93..4bbd8f19 100644
--- a/web-app/public/skills/cloudformation-best-practices/SKILL.md
+++ b/web-app/public/skills/cloudformation-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cloudformation-best-practices
-description: CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
+description: "CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 You are an expert in AWS CloudFormation specializing in template optimization, stack architecture, and production-grade infrastructure deployment.
 
diff --git a/web-app/public/skills/coda-automation/SKILL.md b/web-app/public/skills/coda-automation/SKILL.md
index 9c468ab4..1acbf8c8 100644
--- a/web-app/public/skills/coda-automation/SKILL.md
+++ b/web-app/public/skills/coda-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: coda-automation
-description: 'Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.'
+description: "Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Coda Automation via Rube MCP
diff --git a/web-app/public/skills/code-documentation-code-explain/SKILL.md b/web-app/public/skills/code-documentation-code-explain/SKILL.md
index 80155eff..c29afa94 100644
--- a/web-app/public/skills/code-documentation-code-explain/SKILL.md
+++ b/web-app/public/skills/code-documentation-code-explain/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-documentation-code-explain
-description: You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
+description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Code Explanation and Analysis
diff --git a/web-app/public/skills/code-documentation-doc-generate/SKILL.md b/web-app/public/skills/code-documentation-doc-generate/SKILL.md
index 4244a76a..ca5c4915 100644
--- a/web-app/public/skills/code-documentation-doc-generate/SKILL.md
+++ b/web-app/public/skills/code-documentation-doc-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-documentation-doc-generate
-description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
+description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Automated Documentation Generation
diff --git a/web-app/public/skills/code-refactoring-context-restore/SKILL.md b/web-app/public/skills/code-refactoring-context-restore/SKILL.md
index d4a6f436..5f620c05 100644
--- a/web-app/public/skills/code-refactoring-context-restore/SKILL.md
+++ b/web-app/public/skills/code-refactoring-context-restore/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-refactoring-context-restore
-description: Use when working with code refactoring context restore
+description: "Use when working with code refactoring context restore"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/web-app/public/skills/code-review-ai-ai-review/SKILL.md b/web-app/public/skills/code-review-ai-ai-review/SKILL.md
index 9d27bb8c..6f92e910 100644
--- a/web-app/public/skills/code-review-ai-ai-review/SKILL.md
+++ b/web-app/public/skills/code-review-ai-ai-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-ai-ai-review
-description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
+description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/web-app/public/skills/code-review-checklist/SKILL.md b/web-app/public/skills/code-review-checklist/SKILL.md
index 7fb1ab51..58fece5c 100644
--- a/web-app/public/skills/code-review-checklist/SKILL.md
+++ b/web-app/public/skills/code-review-checklist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-checklist
-description: Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
+description: "Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Code Review Checklist
diff --git a/web-app/public/skills/code-review-excellence/SKILL.md b/web-app/public/skills/code-review-excellence/SKILL.md
index 16e4c61c..ff6d7b41 100644
--- a/web-app/public/skills/code-review-excellence/SKILL.md
+++ b/web-app/public/skills/code-review-excellence/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-review-excellence
-description: Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...
+description: "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Code Review Excellence
diff --git a/web-app/public/skills/code-reviewer/SKILL.md b/web-app/public/skills/code-reviewer/SKILL.md
index 270efdf6..268d8c43 100644
--- a/web-app/public/skills/code-reviewer/SKILL.md
+++ b/web-app/public/skills/code-reviewer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: code-reviewer
-description: Elite code review expert specializing in modern AI-powered code
+description: "Elite code review expert specializing in modern AI-powered code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md b/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
index c7d3b607..129711a6 100644
--- a/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
+++ b/web-app/public/skills/codebase-cleanup-deps-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: codebase-cleanup-deps-audit
-description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
+description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/web-app/public/skills/codex-review/SKILL.md b/web-app/public/skills/codex-review/SKILL.md
index 82013d19..01e9b21c 100644
--- a/web-app/public/skills/codex-review/SKILL.md
+++ b/web-app/public/skills/codex-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: codex-review
-description: Professional code review with auto CHANGELOG generation, integrated with Codex AI
+description: "Professional code review with auto CHANGELOG generation, integrated with Codex AI"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # codex-review
diff --git a/web-app/public/skills/commit/SKILL.md b/web-app/public/skills/commit/SKILL.md
index 248b8155..d0b5d1fd 100644
--- a/web-app/public/skills/commit/SKILL.md
+++ b/web-app/public/skills/commit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: commit
-description: Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...
+description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit"
+date_added: "2026-02-27"
 ---
 
 # Sentry Commit Messages
diff --git a/web-app/public/skills/competitive-landscape/SKILL.md b/web-app/public/skills/competitive-landscape/SKILL.md
index fb73bdd6..0969250b 100644
--- a/web-app/public/skills/competitive-landscape/SKILL.md
+++ b/web-app/public/skills/competitive-landscape/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"analyze competi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Competitive Landscape Analysis
diff --git a/web-app/public/skills/competitor-alternatives/SKILL.md b/web-app/public/skills/competitor-alternatives/SKILL.md
index 97bfe303..e7544197 100644
--- a/web-app/public/skills/competitor-alternatives/SKILL.md
+++ b/web-app/public/skills/competitor-alternatives/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: competitor-alternatives
-description: When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...
+description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Competitor & Alternative Pages
diff --git a/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md b/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
index 30b2692e..f0b65af0 100644
--- a/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
+++ b/web-app/public/skills/comprehensive-review-pr-enhance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: comprehensive-review-pr-enhance
-description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...
+description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Pull Request Enhancement
diff --git a/web-app/public/skills/computer-use-agents/SKILL.md b/web-app/public/skills/computer-use-agents/SKILL.md
index 377aa89f..4e46309b 100644
--- a/web-app/public/skills/computer-use-agents/SKILL.md
+++ b/web-app/public/skills/computer-use-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: computer-use-agents
-description: Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...
+description: "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Computer Use Agents
diff --git a/web-app/public/skills/computer-vision-expert/SKILL.md b/web-app/public/skills/computer-vision-expert/SKILL.md
index 69fef195..6d69f63f 100644
--- a/web-app/public/skills/computer-vision-expert/SKILL.md
+++ b/web-app/public/skills/computer-vision-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: computer-vision-expert
-description: SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
+description: "SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Computer Vision Expert (SOTA 2026)
diff --git a/web-app/public/skills/conductor-implement/SKILL.md b/web-app/public/skills/conductor-implement/SKILL.md
index 5d09acd0..b5d4adb6 100644
--- a/web-app/public/skills/conductor-implement/SKILL.md
+++ b/web-app/public/skills/conductor-implement/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-implement
-description: Execute tasks from a track's implementation plan following TDD workflow
+description: "Execute tasks from a track's implementation plan following TDD workflow"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Implement Track
diff --git a/web-app/public/skills/conductor-manage/SKILL.md b/web-app/public/skills/conductor-manage/SKILL.md
index 18f75d6a..d85f3242 100644
--- a/web-app/public/skills/conductor-manage/SKILL.md
+++ b/web-app/public/skills/conductor-manage/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-manage
-description: 'Manage track lifecycle: archive, restore, delete, rename, and cleanup'
+description: "Manage track lifecycle: archive, restore, delete, rename, and cleanup"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Track Manager
diff --git a/web-app/public/skills/conductor-revert/SKILL.md b/web-app/public/skills/conductor-revert/SKILL.md
index 87c2455c..0be6334f 100644
--- a/web-app/public/skills/conductor-revert/SKILL.md
+++ b/web-app/public/skills/conductor-revert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conductor-revert
-description: Git-aware undo by logical work unit (track, phase, or task)
+description: "Git-aware undo by logical work unit (track, phase, or task)"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Revert Track
diff --git a/web-app/public/skills/conductor-setup/SKILL.md b/web-app/public/skills/conductor-setup/SKILL.md
index 3714caaa..c97e80ea 100644
--- a/web-app/public/skills/conductor-setup/SKILL.md
+++ b/web-app/public/skills/conductor-setup/SKILL.md
@@ -8,7 +8,6 @@ description: 'Initialize project with Conductor artifacts (product definition,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 # Conductor Setup
diff --git a/web-app/public/skills/confluence-automation/SKILL.md b/web-app/public/skills/confluence-automation/SKILL.md
index ebce2357..bbbd2158 100644
--- a/web-app/public/skills/confluence-automation/SKILL.md
+++ b/web-app/public/skills/confluence-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: confluence-automation
-description: Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Confluence Automation via Rube MCP
diff --git a/web-app/public/skills/content-marketer/SKILL.md b/web-app/public/skills/content-marketer/SKILL.md
index 9a9ccf2d..cb0efd27 100644
--- a/web-app/public/skills/content-marketer/SKILL.md
+++ b/web-app/public/skills/content-marketer/SKILL.md
@@ -4,7 +4,6 @@ description: Elite content marketing strategist specializing in AI-powered conte
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/context-compression/SKILL.md b/web-app/public/skills/context-compression/SKILL.md
index 51b3d47d..1abdeadc 100644
--- a/web-app/public/skills/context-compression/SKILL.md
+++ b/web-app/public/skills/context-compression/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-compression
-description: Design and evaluate compression strategies for long-running sessions
+description: "Design and evaluate compression strategies for long-running sessions"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression"
+date_added: "2026-02-27"
 ---
 # Context Compression Strategies
 
diff --git a/web-app/public/skills/context-degradation/SKILL.md b/web-app/public/skills/context-degradation/SKILL.md
index 7299d6a5..8964bb35 100644
--- a/web-app/public/skills/context-degradation/SKILL.md
+++ b/web-app/public/skills/context-degradation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-degradation
-description: 'Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash'
+description: "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/context-driven-development/SKILL.md b/web-app/public/skills/context-driven-development/SKILL.md
index b0e0bf57..8dcedecb 100644
--- a/web-app/public/skills/context-driven-development/SKILL.md
+++ b/web-app/public/skills/context-driven-development/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when working with Conductor's context-driven develop
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # Context-Driven Development
diff --git a/web-app/public/skills/context-management-context-restore/SKILL.md b/web-app/public/skills/context-management-context-restore/SKILL.md
index b1cd895d..e32d6079 100644
--- a/web-app/public/skills/context-management-context-restore/SKILL.md
+++ b/web-app/public/skills/context-management-context-restore/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-management-context-restore
-description: Use when working with context management context restore
+description: "Use when working with context management context restore"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Context Restoration: Advanced Semantic Memory Rehydration
diff --git a/web-app/public/skills/context-manager/SKILL.md b/web-app/public/skills/context-manager/SKILL.md
index 5459f6e8..e44ec512 100644
--- a/web-app/public/skills/context-manager/SKILL.md
+++ b/web-app/public/skills/context-manager/SKILL.md
@@ -4,7 +4,6 @@ description: Elite AI context engineering specialist mastering dynamic context m
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/context-optimization/SKILL.md b/web-app/public/skills/context-optimization/SKILL.md
index 79b572bd..babb82b7 100644
--- a/web-app/public/skills/context-optimization/SKILL.md
+++ b/web-app/public/skills/context-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-optimization
-description: Apply compaction, masking, and caching strategies
+description: "Apply compaction, masking, and caching strategies"
 risk: safe
-source: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/context-window-management/SKILL.md b/web-app/public/skills/context-window-management/SKILL.md
index 53445f02..09c6ee35 100644
--- a/web-app/public/skills/context-window-management/SKILL.md
+++ b/web-app/public/skills/context-window-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context-window-management
-description: 'Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...'
+description: "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Context Window Management
diff --git a/web-app/public/skills/context7-auto-research/SKILL.md b/web-app/public/skills/context7-auto-research/SKILL.md
index 75d3f764..11f8c1aa 100644
--- a/web-app/public/skills/context7-auto-research/SKILL.md
+++ b/web-app/public/skills/context7-auto-research/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: context7-auto-research
-description: Automatically fetch latest library/framework documentation for Claude Code via Context7 API
+description: "Automatically fetch latest library/framework documentation for Claude Code via Context7 API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # context7-auto-research
diff --git a/web-app/public/skills/conversation-memory/SKILL.md b/web-app/public/skills/conversation-memory/SKILL.md
index 8cad4305..3a57f20b 100644
--- a/web-app/public/skills/conversation-memory/SKILL.md
+++ b/web-app/public/skills/conversation-memory/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: conversation-memory
-description: 'Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.'
+description: "Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Conversation Memory
diff --git a/web-app/public/skills/convertkit-automation/SKILL.md b/web-app/public/skills/convertkit-automation/SKILL.md
index 74d91f27..cba76c93 100644
--- a/web-app/public/skills/convertkit-automation/SKILL.md
+++ b/web-app/public/skills/convertkit-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: convertkit-automation
-description: 'Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.'
+description: "Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # ConvertKit (Kit) Automation via Rube MCP
diff --git a/web-app/public/skills/convex/SKILL.md b/web-app/public/skills/convex/SKILL.md
index 510008c8..3a125dca 100644
--- a/web-app/public/skills/convex/SKILL.md
+++ b/web-app/public/skills/convex/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: convex
-description: 'Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.'
+description: "Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment."
 risk: safe
-source: https://docs.convex.dev
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.convex.dev"
+date_added: "2026-02-27"
 ---
 
 # Convex
diff --git a/web-app/public/skills/copilot-sdk/SKILL.md b/web-app/public/skills/copilot-sdk/SKILL.md
index 0d9599de..0b954b53 100644
--- a/web-app/public/skills/copilot-sdk/SKILL.md
+++ b/web-app/public/skills/copilot-sdk/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: copilot-sdk
-description: Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...
+description: "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # GitHub Copilot SDK
diff --git a/web-app/public/skills/copywriting/SKILL.md b/web-app/public/skills/copywriting/SKILL.md
index 9d258c8e..3de2064a 100644
--- a/web-app/public/skills/copywriting/SKILL.md
+++ b/web-app/public/skills/copywriting/SKILL.md
@@ -3,8 +3,7 @@ name: copywriting
 description: Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Copywriting
diff --git a/web-app/public/skills/core-components/SKILL.md b/web-app/public/skills/core-components/SKILL.md
index ca9273f0..44064ed2 100644
--- a/web-app/public/skills/core-components/SKILL.md
+++ b/web-app/public/skills/core-components/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: core-components
-description: Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
+description: "Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Core Components
diff --git a/web-app/public/skills/cost-optimization/SKILL.md b/web-app/public/skills/cost-optimization/SKILL.md
index ce967248..396eed0e 100644
--- a/web-app/public/skills/cost-optimization/SKILL.md
+++ b/web-app/public/skills/cost-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cost-optimization
-description: Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...
+description: "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Cloud Cost Optimization
diff --git a/web-app/public/skills/cpp-pro/SKILL.md b/web-app/public/skills/cpp-pro/SKILL.md
index af8da211..ae44cdc7 100644
--- a/web-app/public/skills/cpp-pro/SKILL.md
+++ b/web-app/public/skills/cpp-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic C++ code with modern features, RAII, smart pointers
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/cqrs-implementation/SKILL.md b/web-app/public/skills/cqrs-implementation/SKILL.md
index 1d1d3c53..528fd67c 100644
--- a/web-app/public/skills/cqrs-implementation/SKILL.md
+++ b/web-app/public/skills/cqrs-implementation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: cqrs-implementation
-description: Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
+description: "Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # CQRS Implementation
diff --git a/web-app/public/skills/create-pr/SKILL.md b/web-app/public/skills/create-pr/SKILL.md
index 0cd852de..0f8d23b9 100644
--- a/web-app/public/skills/create-pr/SKILL.md
+++ b/web-app/public/skills/create-pr/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: create-pr
-description: Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.
+description: "Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/create-pr"
+date_added: "2026-02-27"
 ---
 
 # Create Pull Request
diff --git a/web-app/public/skills/crewai/SKILL.md b/web-app/public/skills/crewai/SKILL.md
index 1327d0d2..47add585 100644
--- a/web-app/public/skills/crewai/SKILL.md
+++ b/web-app/public/skills/crewai/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: crewai
-description: Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
+description: "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: devops
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # CrewAI
diff --git a/web-app/public/skills/crypto-bd-agent/SKILL.md b/web-app/public/skills/crypto-bd-agent/SKILL.md
index 724cb1f8..9444f92c 100644
--- a/web-app/public/skills/crypto-bd-agent/SKILL.md
+++ b/web-app/public/skills/crypto-bd-agent/SKILL.md
@@ -5,7 +5,6 @@ risk: safe
 source: community
 tags: null
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Crypto BD Agent — Autonomous Business Development for Exchanges
diff --git a/web-app/public/skills/csharp-pro/SKILL.md b/web-app/public/skills/csharp-pro/SKILL.md
index 8bc41f20..b9c18c70 100644
--- a/web-app/public/skills/csharp-pro/SKILL.md
+++ b/web-app/public/skills/csharp-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write modern C# code with advanced features like records, pattern m
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/culture-index/SKILL.md b/web-app/public/skills/culture-index/SKILL.md
index 080680fa..7240dd50 100644
--- a/web-app/public/skills/culture-index/SKILL.md
+++ b/web-app/public/skills/culture-index/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: culture-index
-description: Index and search culture documentation
+description: "Index and search culture documentation"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/culture-index
-date_added: '2026-02-27'
-category: database
+source: "https://github.com/trailofbits/skills/tree/main/plugins/culture-index"
+date_added: "2026-02-27"
 ---
 
 # Culture Index
diff --git a/web-app/public/skills/customer-support/SKILL.md b/web-app/public/skills/customer-support/SKILL.md
index f8d1dbcf..b4ae5ef4 100644
--- a/web-app/public/skills/customer-support/SKILL.md
+++ b/web-app/public/skills/customer-support/SKILL.md
@@ -4,7 +4,6 @@ description: Elite AI-powered customer support specialist mastering conversation
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/customs-trade-compliance/SKILL.md b/web-app/public/skills/customs-trade-compliance/SKILL.md
index ac7104f8..6f975284 100644
--- a/web-app/public/skills/customs-trade-compliance/SKILL.md
+++ b/web-app/public/skills/customs-trade-compliance/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for customs documentation, tariff classification
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/daily-news-report/SKILL.md b/web-app/public/skills/daily-news-report/SKILL.md
index dacf18c5..6874ea95 100644
--- a/web-app/public/skills/daily-news-report/SKILL.md
+++ b/web-app/public/skills/daily-news-report/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: daily-news-report
-description: Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.
+description: "Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Daily News Report v3.0
diff --git a/web-app/public/skills/data-engineer/SKILL.md b/web-app/public/skills/data-engineer/SKILL.md
index 0406d28c..1d5fc174 100644
--- a/web-app/public/skills/data-engineer/SKILL.md
+++ b/web-app/public/skills/data-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build scalable data pipelines, modern data warehouses, and real-tim
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
 
diff --git a/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md b/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
index 32a3eb25..47d3d828 100644
--- a/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
+++ b/web-app/public/skills/data-engineering-data-driven-feature/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-engineering-data-driven-feature
-description: Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
+description: "Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Data-Driven Feature Development
diff --git a/web-app/public/skills/data-engineering-data-pipeline/SKILL.md b/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
index 69bc2ffe..b4282db7 100644
--- a/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
+++ b/web-app/public/skills/data-engineering-data-pipeline/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-engineering-data-pipeline
-description: You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
+description: "You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Pipeline Architecture
diff --git a/web-app/public/skills/data-quality-frameworks/SKILL.md b/web-app/public/skills/data-quality-frameworks/SKILL.md
index b391c3c3..b60306b6 100644
--- a/web-app/public/skills/data-quality-frameworks/SKILL.md
+++ b/web-app/public/skills/data-quality-frameworks/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-quality-frameworks
-description: Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
+description: "Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Quality Frameworks
diff --git a/web-app/public/skills/data-scientist/SKILL.md b/web-app/public/skills/data-scientist/SKILL.md
index 067486eb..81a706a9 100644
--- a/web-app/public/skills/data-scientist/SKILL.md
+++ b/web-app/public/skills/data-scientist/SKILL.md
@@ -4,7 +4,6 @@ description: Expert data scientist for advanced analytics, machine learning, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/data-storytelling/SKILL.md b/web-app/public/skills/data-storytelling/SKILL.md
index fc1a2deb..ba6a5131 100644
--- a/web-app/public/skills/data-storytelling/SKILL.md
+++ b/web-app/public/skills/data-storytelling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-storytelling
-description: Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
+description: "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Data Storytelling
diff --git a/web-app/public/skills/data-structure-protocol/SKILL.md b/web-app/public/skills/data-structure-protocol/SKILL.md
index 6a35e6c9..f4998acb 100644
--- a/web-app/public/skills/data-structure-protocol/SKILL.md
+++ b/web-app/public/skills/data-structure-protocol/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: data-structure-protocol
-description: Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
+description: "Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo."
 risk: safe
-source: https://github.com/k-kolomeitsev/data-structure-protocol
-date_added: '2026-02-27'
-category: data-science
+source: "https://github.com/k-kolomeitsev/data-structure-protocol"
+date_added: "2026-02-27"
 ---
 
 # Data Structure Protocol (DSP)
diff --git a/web-app/public/skills/database-admin/SKILL.md b/web-app/public/skills/database-admin/SKILL.md
index e3f52606..07060302 100644
--- a/web-app/public/skills/database-admin/SKILL.md
+++ b/web-app/public/skills/database-admin/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database administrator specializing in modern cloud database
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/database-architect/SKILL.md b/web-app/public/skills/database-architect/SKILL.md
index b5e5cada..3a468ef6 100644
--- a/web-app/public/skills/database-architect/SKILL.md
+++ b/web-app/public/skills/database-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database architect specializing in data layer design from sc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.
 
diff --git a/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md b/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
index 59f9f661..0e835702 100644
--- a/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
+++ b/web-app/public/skills/database-cloud-optimization-cost-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-cloud-optimization-cost-optimize
-description: You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
+description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Cloud Cost Optimization
diff --git a/web-app/public/skills/database-design/SKILL.md b/web-app/public/skills/database-design/SKILL.md
index a1d5698c..5b061c7e 100644
--- a/web-app/public/skills/database-design/SKILL.md
+++ b/web-app/public/skills/database-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-design
-description: Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
+description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Database Design
diff --git a/web-app/public/skills/database-migration/SKILL.md b/web-app/public/skills/database-migration/SKILL.md
index e73fa232..88f20e49 100644
--- a/web-app/public/skills/database-migration/SKILL.md
+++ b/web-app/public/skills/database-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-migration
-description: Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...
+description: "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Database Migration
diff --git a/web-app/public/skills/database-migrations-migration-observability/SKILL.md b/web-app/public/skills/database-migrations-migration-observability/SKILL.md
index 35089fa7..0a289e1c 100644
--- a/web-app/public/skills/database-migrations-migration-observability/SKILL.md
+++ b/web-app/public/skills/database-migrations-migration-observability/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: database-migrations-migration-observability
-description: Migration monitoring, CDC, and observability infrastructure
+description: "Migration monitoring, CDC, and observability infrastructure"
 risk: unknown
 source: community
-tags: database, cdc, debezium, kafka, prometheus, grafana, monitoring
-date_added: '2026-02-27'
-category: database
+tags: "database, cdc, debezium, kafka, prometheus, grafana, monitoring"
+date_added: "2026-02-27"
 ---
 
 # Migration Observability and Real-time Monitoring
diff --git a/web-app/public/skills/database-migrations-sql-migrations/SKILL.md b/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
index 74f10ab2..d7ac16f6 100644
--- a/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
+++ b/web-app/public/skills/database-migrations-sql-migrations/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: database-migrations-sql-migrations
-description: SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
+description: "SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # SQL Database Migration Strategy and Implementation
diff --git a/web-app/public/skills/database-optimizer/SKILL.md b/web-app/public/skills/database-optimizer/SKILL.md
index 0240d432..c1b14933 100644
--- a/web-app/public/skills/database-optimizer/SKILL.md
+++ b/web-app/public/skills/database-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert database optimizer specializing in modern performance tuning
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/datadog-automation/SKILL.md b/web-app/public/skills/datadog-automation/SKILL.md
index e085bd56..fa7f5bbe 100644
--- a/web-app/public/skills/datadog-automation/SKILL.md
+++ b/web-app/public/skills/datadog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: datadog-automation
-description: 'Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.'
+description: "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Datadog Automation via Rube MCP
diff --git a/web-app/public/skills/dbos-golang/SKILL.md b/web-app/public/skills/dbos-golang/SKILL.md
index a46b2103..7b5c8344 100644
--- a/web-app/public/skills/dbos-golang/SKILL.md
+++ b/web-app/public/skills/dbos-golang/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-golang
-description: DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...
+description: "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS Go Best Practices
diff --git a/web-app/public/skills/dbos-python/SKILL.md b/web-app/public/skills/dbos-python/SKILL.md
index d78fa5db..5f3847da 100644
--- a/web-app/public/skills/dbos-python/SKILL.md
+++ b/web-app/public/skills/dbos-python/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-python
-description: DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...
+description: "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: backend
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS Python Best Practices
diff --git a/web-app/public/skills/dbos-typescript/SKILL.md b/web-app/public/skills/dbos-typescript/SKILL.md
index 72076f13..ea6e8de0 100644
--- a/web-app/public/skills/dbos-typescript/SKILL.md
+++ b/web-app/public/skills/dbos-typescript/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbos-typescript
-description: DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...
+description: "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..."
 risk: safe
-source: https://docs.dbos.dev/
-date_added: '2026-02-27'
-category: web-development
+source: "https://docs.dbos.dev/"
+date_added: "2026-02-27"
 ---
 
 # DBOS TypeScript Best Practices
diff --git a/web-app/public/skills/dbt-transformation-patterns/SKILL.md b/web-app/public/skills/dbt-transformation-patterns/SKILL.md
index ad6683bb..ce4d6fc6 100644
--- a/web-app/public/skills/dbt-transformation-patterns/SKILL.md
+++ b/web-app/public/skills/dbt-transformation-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dbt-transformation-patterns
-description: Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
+description: "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # dbt Transformation Patterns
diff --git a/web-app/public/skills/ddd-context-mapping/SKILL.md b/web-app/public/skills/ddd-context-mapping/SKILL.md
index acdf6227..6886ba6f 100644
--- a/web-app/public/skills/ddd-context-mapping/SKILL.md
+++ b/web-app/public/skills/ddd-context-mapping/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-context-mapping
-description: Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
+description: "Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns."
 risk: safe
 source: self
-tags: '[ddd, context-map, anti-corruption-layer, integration]'
-date_added: '2026-02-27'
-category: testing
+tags: "[ddd, context-map, anti-corruption-layer, integration]"
+date_added: "2026-02-27"
 ---
 
 # DDD Context Mapping
diff --git a/web-app/public/skills/ddd-strategic-design/SKILL.md b/web-app/public/skills/ddd-strategic-design/SKILL.md
index 9a76e7ca..c4666d6c 100644
--- a/web-app/public/skills/ddd-strategic-design/SKILL.md
+++ b/web-app/public/skills/ddd-strategic-design/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-strategic-design
-description: Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
+description: "Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains."
 risk: safe
 source: self
-tags: '[ddd, strategic-design, bounded-context, ubiquitous-language]'
-date_added: '2026-02-27'
-category: web-development
+tags: "[ddd, strategic-design, bounded-context, ubiquitous-language]"
+date_added: "2026-02-27"
 ---
 
 # DDD Strategic Design
diff --git a/web-app/public/skills/ddd-tactical-patterns/SKILL.md b/web-app/public/skills/ddd-tactical-patterns/SKILL.md
index 8352d891..e4a3a690 100644
--- a/web-app/public/skills/ddd-tactical-patterns/SKILL.md
+++ b/web-app/public/skills/ddd-tactical-patterns/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: ddd-tactical-patterns
-description: Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
+description: "Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants."
 risk: safe
 source: self
-tags: '[ddd, tactical, aggregates, value-objects, domain-events]'
-date_added: '2026-02-27'
-category: web-development
+tags: "[ddd, tactical, aggregates, value-objects, domain-events]"
+date_added: "2026-02-27"
 ---
 
 # DDD Tactical Patterns
diff --git a/web-app/public/skills/debugger/SKILL.md b/web-app/public/skills/debugger/SKILL.md
index ad4e288f..edf6a762 100644
--- a/web-app/public/skills/debugger/SKILL.md
+++ b/web-app/public/skills/debugger/SKILL.md
@@ -8,7 +8,6 @@ description: 'Debugging specialist for errors, test failures, and unexpected
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/debugging-strategies/SKILL.md b/web-app/public/skills/debugging-strategies/SKILL.md
index 4c5c1fcc..2ade0b98 100644
--- a/web-app/public/skills/debugging-strategies/SKILL.md
+++ b/web-app/public/skills/debugging-strategies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: debugging-strategies
-description: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...
+description: "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Debugging Strategies
diff --git a/web-app/public/skills/deep-research/SKILL.md b/web-app/public/skills/deep-research/SKILL.md
index 81d53f15..da5f63b8 100644
--- a/web-app/public/skills/deep-research/SKILL.md
+++ b/web-app/public/skills/deep-research/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deep-research
-description: 'Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...'
+description: "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..."
 risk: safe
-source: https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research"
+date_added: "2026-02-27"
 ---
 
 # Gemini Deep Research Skill
diff --git a/web-app/public/skills/defi-protocol-templates/SKILL.md b/web-app/public/skills/defi-protocol-templates/SKILL.md
index cc82e50a..e4f7aac0 100644
--- a/web-app/public/skills/defi-protocol-templates/SKILL.md
+++ b/web-app/public/skills/defi-protocol-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: defi-protocol-templates
-description: Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
+description: "Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # DeFi Protocol Templates
diff --git a/web-app/public/skills/dependency-management-deps-audit/SKILL.md b/web-app/public/skills/dependency-management-deps-audit/SKILL.md
index bf883284..ee691540 100644
--- a/web-app/public/skills/dependency-management-deps-audit/SKILL.md
+++ b/web-app/public/skills/dependency-management-deps-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dependency-management-deps-audit
-description: You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
+description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Audit and Security Analysis
diff --git a/web-app/public/skills/dependency-upgrade/SKILL.md b/web-app/public/skills/dependency-upgrade/SKILL.md
index 5a163651..bb423d61 100644
--- a/web-app/public/skills/dependency-upgrade/SKILL.md
+++ b/web-app/public/skills/dependency-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dependency-upgrade
-description: Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...
+description: "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Dependency Upgrade
diff --git a/web-app/public/skills/deployment-engineer/SKILL.md b/web-app/public/skills/deployment-engineer/SKILL.md
index 260d44e2..7596f642 100644
--- a/web-app/public/skills/deployment-engineer/SKILL.md
+++ b/web-app/public/skills/deployment-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert deployment engineer specializing in modern CI/CD pipelines,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.
 
diff --git a/web-app/public/skills/deployment-pipeline-design/SKILL.md b/web-app/public/skills/deployment-pipeline-design/SKILL.md
index 915306fe..ebe7eff1 100644
--- a/web-app/public/skills/deployment-pipeline-design/SKILL.md
+++ b/web-app/public/skills/deployment-pipeline-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-pipeline-design
-description: Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
+description: "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Deployment Pipeline Design
diff --git a/web-app/public/skills/deployment-procedures/SKILL.md b/web-app/public/skills/deployment-procedures/SKILL.md
index 43287b76..62447861 100644
--- a/web-app/public/skills/deployment-procedures/SKILL.md
+++ b/web-app/public/skills/deployment-procedures/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-procedures
-description: Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
+description: "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Deployment Procedures
diff --git a/web-app/public/skills/deployment-validation-config-validate/SKILL.md b/web-app/public/skills/deployment-validation-config-validate/SKILL.md
index e6207b98..cb5f1538 100644
--- a/web-app/public/skills/deployment-validation-config-validate/SKILL.md
+++ b/web-app/public/skills/deployment-validation-config-validate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: deployment-validation-config-validate
-description: You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat
+description: "You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Configuration Validation
diff --git a/web-app/public/skills/design-orchestration/SKILL.md b/web-app/public/skills/design-orchestration/SKILL.md
index e74fdcc1..df877fd4 100644
--- a/web-app/public/skills/design-orchestration/SKILL.md
+++ b/web-app/public/skills/design-orchestration/SKILL.md
@@ -4,7 +4,6 @@ description: Orchestrates design workflows by routing work through brainstorming
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Design Orchestration (Meta-Skill)
diff --git a/web-app/public/skills/devops-troubleshooter/SKILL.md b/web-app/public/skills/devops-troubleshooter/SKILL.md
index 078a6391..ac43f249 100644
--- a/web-app/public/skills/devops-troubleshooter/SKILL.md
+++ b/web-app/public/skills/devops-troubleshooter/SKILL.md
@@ -4,7 +4,6 @@ description: Expert DevOps troubleshooter specializing in rapid incident respons
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/discord-automation/SKILL.md b/web-app/public/skills/discord-automation/SKILL.md
index e793a84b..2ab33736 100644
--- a/web-app/public/skills/discord-automation/SKILL.md
+++ b/web-app/public/skills/discord-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: discord-automation
-description: 'Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.'
+description: "Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Discord Automation via Rube MCP
diff --git a/web-app/public/skills/discord-bot-architect/SKILL.md b/web-app/public/skills/discord-bot-architect/SKILL.md
index f06626c0..48e98cf1 100644
--- a/web-app/public/skills/discord-bot-architect/SKILL.md
+++ b/web-app/public/skills/discord-bot-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: discord-bot-architect
-description: Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
+description: "Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Discord Bot Architect
diff --git a/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md b/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
index fa15acb0..7a996ee1 100644
--- a/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
+++ b/web-app/public/skills/distributed-debugging-debug-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: distributed-debugging-debug-trace
-description: You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...
+description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Debug and Trace Configuration
diff --git a/web-app/public/skills/distributed-tracing/SKILL.md b/web-app/public/skills/distributed-tracing/SKILL.md
index 9482279c..431a7245 100644
--- a/web-app/public/skills/distributed-tracing/SKILL.md
+++ b/web-app/public/skills/distributed-tracing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: distributed-tracing
-description: Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
+description: "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Distributed Tracing
diff --git a/web-app/public/skills/django-pro/SKILL.md b/web-app/public/skills/django-pro/SKILL.md
index 661bd759..32331961 100644
--- a/web-app/public/skills/django-pro/SKILL.md
+++ b/web-app/public/skills/django-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Django 5.x with async views, DRF, Celery, and Django Channel
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/doc-coauthoring/SKILL.md b/web-app/public/skills/doc-coauthoring/SKILL.md
index a29de8bb..5d308148 100644
--- a/web-app/public/skills/doc-coauthoring/SKILL.md
+++ b/web-app/public/skills/doc-coauthoring/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: doc-coauthoring
-description: Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...
+description: "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Doc Co-Authoring Workflow
diff --git a/web-app/public/skills/docs-architect/SKILL.md b/web-app/public/skills/docs-architect/SKILL.md
index f017eee0..d1880ea6 100644
--- a/web-app/public/skills/docs-architect/SKILL.md
+++ b/web-app/public/skills/docs-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Creates comprehensive technical documentation from existing codebas
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/documentation-generation-doc-generate/SKILL.md b/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
index 5760d9a8..1b79c72f 100644
--- a/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
+++ b/web-app/public/skills/documentation-generation-doc-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: documentation-generation-doc-generate
-description: You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
+description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Automated Documentation Generation
diff --git a/web-app/public/skills/documentation-templates/SKILL.md b/web-app/public/skills/documentation-templates/SKILL.md
index 0489d995..7548e918 100644
--- a/web-app/public/skills/documentation-templates/SKILL.md
+++ b/web-app/public/skills/documentation-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: documentation-templates
-description: Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
+description: "Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Documentation Templates
diff --git a/web-app/public/skills/docusign-automation/SKILL.md b/web-app/public/skills/docusign-automation/SKILL.md
index 17b1f734..db197666 100644
--- a/web-app/public/skills/docusign-automation/SKILL.md
+++ b/web-app/public/skills/docusign-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: docusign-automation
-description: 'Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.'
+description: "Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # DocuSign Automation via Rube MCP
diff --git a/web-app/public/skills/docx-official/SKILL.md b/web-app/public/skills/docx-official/SKILL.md
index e9ac1a32..5f23eb9a 100644
--- a/web-app/public/skills/docx-official/SKILL.md
+++ b/web-app/public/skills/docx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: docx-official
-description: Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...
+description: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # DOCX creation, editing, and analysis
diff --git a/web-app/public/skills/domain-driven-design/SKILL.md b/web-app/public/skills/domain-driven-design/SKILL.md
index a94512bc..a78cce62 100644
--- a/web-app/public/skills/domain-driven-design/SKILL.md
+++ b/web-app/public/skills/domain-driven-design/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: domain-driven-design
-description: Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
+description: "Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns."
 risk: safe
 source: self
-tags: '[ddd, domain, bounded-context, architecture]'
-date_added: '2026-02-27'
-category: ai-ml
+tags: "[ddd, domain, bounded-context, architecture]"
+date_added: "2026-02-27"
 ---
 
 # Domain-Driven Design
diff --git a/web-app/public/skills/dotnet-architect/SKILL.md b/web-app/public/skills/dotnet-architect/SKILL.md
index 6773b8f7..2f4ae2f6 100644
--- a/web-app/public/skills/dotnet-architect/SKILL.md
+++ b/web-app/public/skills/dotnet-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert .NET backend architect specializing in C#, ASP.NET Core, Ent
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/dotnet-backend-patterns/SKILL.md b/web-app/public/skills/dotnet-backend-patterns/SKILL.md
index e7ee1de0..4a01b1fc 100644
--- a/web-app/public/skills/dotnet-backend-patterns/SKILL.md
+++ b/web-app/public/skills/dotnet-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dotnet-backend-patterns
-description: Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
+description: "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # .NET Backend Development Patterns
diff --git a/web-app/public/skills/dotnet-backend/SKILL.md b/web-app/public/skills/dotnet-backend/SKILL.md
index d24afc9e..fb31a1e9 100644
--- a/web-app/public/skills/dotnet-backend/SKILL.md
+++ b/web-app/public/skills/dotnet-backend/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dotnet-backend
-description: Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.
+description: "Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # .NET Backend Agent - ASP.NET Core & Enterprise API Expert
diff --git a/web-app/public/skills/dropbox-automation/SKILL.md b/web-app/public/skills/dropbox-automation/SKILL.md
index fd5d3668..590a5fd0 100644
--- a/web-app/public/skills/dropbox-automation/SKILL.md
+++ b/web-app/public/skills/dropbox-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: dropbox-automation
-description: Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Dropbox Automation via Rube MCP
diff --git a/web-app/public/skills/dx-optimizer/SKILL.md b/web-app/public/skills/dx-optimizer/SKILL.md
index 41b47e90..8ba4100d 100644
--- a/web-app/public/skills/dx-optimizer/SKILL.md
+++ b/web-app/public/skills/dx-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Developer Experience specialist. Improves tooling, setup, and workf
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/e2e-testing-patterns/SKILL.md b/web-app/public/skills/e2e-testing-patterns/SKILL.md
index 3512454d..14f47c43 100644
--- a/web-app/public/skills/e2e-testing-patterns/SKILL.md
+++ b/web-app/public/skills/e2e-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: e2e-testing-patterns
-description: Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...
+description: "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # E2E Testing Patterns
diff --git a/web-app/public/skills/elixir-pro/SKILL.md b/web-app/public/skills/elixir-pro/SKILL.md
index ddf6f6a4..128518e6 100644
--- a/web-app/public/skills/elixir-pro/SKILL.md
+++ b/web-app/public/skills/elixir-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic Elixir code with OTP patterns, supervision trees, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/email-sequence/SKILL.md b/web-app/public/skills/email-sequence/SKILL.md
index 6b986762..cd579ce9 100644
--- a/web-app/public/skills/email-sequence/SKILL.md
+++ b/web-app/public/skills/email-sequence/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: email-sequence
-description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campa...
+description: "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Email Sequence Design
diff --git a/web-app/public/skills/email-systems/SKILL.md b/web-app/public/skills/email-systems/SKILL.md
index f91022e4..0e3d56d6 100644
--- a/web-app/public/skills/email-systems/SKILL.md
+++ b/web-app/public/skills/email-systems/SKILL.md
@@ -4,7 +4,6 @@ description: Email has the highest ROI of any marketing channel. $36 for every $
 risk: unknown
 source: vibeship-spawner-skills (Apache 2.0)
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Email Systems
diff --git a/web-app/public/skills/embedding-strategies/SKILL.md b/web-app/public/skills/embedding-strategies/SKILL.md
index d216b999..efe1fdd8 100644
--- a/web-app/public/skills/embedding-strategies/SKILL.md
+++ b/web-app/public/skills/embedding-strategies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: embedding-strategies
-description: Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
+description: "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Embedding Strategies
diff --git a/web-app/public/skills/error-debugging-error-analysis/SKILL.md b/web-app/public/skills/error-debugging-error-analysis/SKILL.md
index 53c8cdfe..5b8876f2 100644
--- a/web-app/public/skills/error-debugging-error-analysis/SKILL.md
+++ b/web-app/public/skills/error-debugging-error-analysis/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-debugging-error-analysis
-description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
+description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Error Analysis and Resolution
diff --git a/web-app/public/skills/error-debugging-error-trace/SKILL.md b/web-app/public/skills/error-debugging-error-trace/SKILL.md
index cc50d648..07b09aac 100644
--- a/web-app/public/skills/error-debugging-error-trace/SKILL.md
+++ b/web-app/public/skills/error-debugging-error-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-debugging-error-trace
-description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...
+description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Error Tracking and Monitoring
diff --git a/web-app/public/skills/error-detective/SKILL.md b/web-app/public/skills/error-detective/SKILL.md
index edcfc881..e4bbb1cf 100644
--- a/web-app/public/skills/error-detective/SKILL.md
+++ b/web-app/public/skills/error-detective/SKILL.md
@@ -4,7 +4,6 @@ description: Search logs and codebases for error patterns, stack traces, and ano
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md b/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
index 60c5c88b..5ecb8f7f 100644
--- a/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
+++ b/web-app/public/skills/error-diagnostics-error-analysis/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-diagnostics-error-analysis
-description: You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
+description: "You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Error Analysis and Resolution
diff --git a/web-app/public/skills/error-diagnostics-error-trace/SKILL.md b/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
index 10bfb6f7..eecaf2ed 100644
--- a/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
+++ b/web-app/public/skills/error-diagnostics-error-trace/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-diagnostics-error-trace
-description: You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
+description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Error Tracking and Monitoring
diff --git a/web-app/public/skills/error-handling-patterns/SKILL.md b/web-app/public/skills/error-handling-patterns/SKILL.md
index 242aaa02..2c581d08 100644
--- a/web-app/public/skills/error-handling-patterns/SKILL.md
+++ b/web-app/public/skills/error-handling-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: error-handling-patterns
-description: Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...
+description: "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Error Handling Patterns
diff --git a/web-app/public/skills/ethical-hacking-methodology/SKILL.md b/web-app/public/skills/ethical-hacking-methodology/SKILL.md
index 47644f99..e820697d 100644
--- a/web-app/public/skills/ethical-hacking-methodology/SKILL.md
+++ b/web-app/public/skills/ethical-hacking-methodology/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ethical-hacking-methodology
-description: This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit ...
+description: "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Ethical Hacking Methodology
diff --git a/web-app/public/skills/event-sourcing-architect/SKILL.md b/web-app/public/skills/event-sourcing-architect/SKILL.md
index aff3623b..ed8e81ab 100644
--- a/web-app/public/skills/event-sourcing-architect/SKILL.md
+++ b/web-app/public/skills/event-sourcing-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: event-sourcing-architect
-description: Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
+description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Event Sourcing Architect
diff --git a/web-app/public/skills/event-store-design/SKILL.md b/web-app/public/skills/event-store-design/SKILL.md
index 42335b07..bf409ca8 100644
--- a/web-app/public/skills/event-store-design/SKILL.md
+++ b/web-app/public/skills/event-store-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: event-store-design
-description: Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
+description: "Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Event Store Design
diff --git a/web-app/public/skills/exa-search/SKILL.md b/web-app/public/skills/exa-search/SKILL.md
index c15868ed..166b981f 100644
--- a/web-app/public/skills/exa-search/SKILL.md
+++ b/web-app/public/skills/exa-search/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: exa-search
-description: Semantic search, similar content discovery, and structured research using Exa API
+description: "Semantic search, similar content discovery, and structured research using Exa API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # exa-search
diff --git a/web-app/public/skills/executing-plans/SKILL.md b/web-app/public/skills/executing-plans/SKILL.md
index 296f5ffe..c742c2db 100644
--- a/web-app/public/skills/executing-plans/SKILL.md
+++ b/web-app/public/skills/executing-plans/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: executing-plans
-description: Use when you have a written implementation plan to execute in a separate session with review checkpoints
+description: "Use when you have a written implementation plan to execute in a separate session with review checkpoints"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Executing Plans
diff --git a/web-app/public/skills/expo-deployment/SKILL.md b/web-app/public/skills/expo-deployment/SKILL.md
index c6209662..ff0269e1 100644
--- a/web-app/public/skills/expo-deployment/SKILL.md
+++ b/web-app/public/skills/expo-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: expo-deployment
-description: Deploy Expo apps to production
+description: "Deploy Expo apps to production"
 risk: safe
-source: https://github.com/expo/skills/tree/main/plugins/expo-deployment
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/expo/skills/tree/main/plugins/expo-deployment"
+date_added: "2026-02-27"
 ---
 
 # Expo Deployment
diff --git a/web-app/public/skills/fal-audio/SKILL.md b/web-app/public/skills/fal-audio/SKILL.md
index d58c2a13..083443fc 100644
--- a/web-app/public/skills/fal-audio/SKILL.md
+++ b/web-app/public/skills/fal-audio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-audio
-description: Text-to-speech and speech-to-text using fal.ai audio models
+description: "Text-to-speech and speech-to-text using fal.ai audio models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-audio/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Audio
diff --git a/web-app/public/skills/fal-generate/SKILL.md b/web-app/public/skills/fal-generate/SKILL.md
index cfd2b5a8..205c7921 100644
--- a/web-app/public/skills/fal-generate/SKILL.md
+++ b/web-app/public/skills/fal-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-generate
-description: Generate images and videos using fal.ai AI models
+description: "Generate images and videos using fal.ai AI models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-generate/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Generate
diff --git a/web-app/public/skills/fal-image-edit/SKILL.md b/web-app/public/skills/fal-image-edit/SKILL.md
index 43b387c1..821ccd08 100644
--- a/web-app/public/skills/fal-image-edit/SKILL.md
+++ b/web-app/public/skills/fal-image-edit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-image-edit
-description: AI-powered image editing with style transfer and object removal
+description: "AI-powered image editing with style transfer and object removal"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-image-edit/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Image Edit
diff --git a/web-app/public/skills/fal-platform/SKILL.md b/web-app/public/skills/fal-platform/SKILL.md
index 80957716..4852467c 100644
--- a/web-app/public/skills/fal-platform/SKILL.md
+++ b/web-app/public/skills/fal-platform/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-platform
-description: Platform APIs for model management, pricing, and usage tracking
+description: "Platform APIs for model management, pricing, and usage tracking"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-platform/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Platform
diff --git a/web-app/public/skills/fal-upscale/SKILL.md b/web-app/public/skills/fal-upscale/SKILL.md
index 570871a1..c94702a6 100644
--- a/web-app/public/skills/fal-upscale/SKILL.md
+++ b/web-app/public/skills/fal-upscale/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-upscale
-description: Upscale and enhance image and video resolution using AI
+description: "Upscale and enhance image and video resolution using AI"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-upscale/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Upscale
diff --git a/web-app/public/skills/fal-workflow/SKILL.md b/web-app/public/skills/fal-workflow/SKILL.md
index 32f0db49..85831b5f 100644
--- a/web-app/public/skills/fal-workflow/SKILL.md
+++ b/web-app/public/skills/fal-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fal-workflow
-description: Generate workflow JSON files for chaining AI models
+description: "Generate workflow JSON files for chaining AI models"
 risk: safe
-source: https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/fal-ai-community/skills/blob/main/skills/claude.ai/fal-workflow/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Fal Workflow
diff --git a/web-app/public/skills/fastapi-pro/SKILL.md b/web-app/public/skills/fastapi-pro/SKILL.md
index cdd1a4fc..d0d2fc5f 100644
--- a/web-app/public/skills/fastapi-pro/SKILL.md
+++ b/web-app/public/skills/fastapi-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/fastapi-router-py/SKILL.md b/web-app/public/skills/fastapi-router-py/SKILL.md
index 782e0c91..be66c460 100644
--- a/web-app/public/skills/fastapi-router-py/SKILL.md
+++ b/web-app/public/skills/fastapi-router-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fastapi-router-py
-description: Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...
+description: "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # FastAPI Router
diff --git a/web-app/public/skills/fastapi-templates/SKILL.md b/web-app/public/skills/fastapi-templates/SKILL.md
index 12c8320d..245f45af 100644
--- a/web-app/public/skills/fastapi-templates/SKILL.md
+++ b/web-app/public/skills/fastapi-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fastapi-templates
-description: Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
+description: "Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # FastAPI Project Templates
diff --git a/web-app/public/skills/ffuf-claude-skill/SKILL.md b/web-app/public/skills/ffuf-claude-skill/SKILL.md
index 647f58de..d7e1ba70 100644
--- a/web-app/public/skills/ffuf-claude-skill/SKILL.md
+++ b/web-app/public/skills/ffuf-claude-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ffuf-claude-skill
-description: Web fuzzing with ffuf
+description: "Web fuzzing with ffuf"
 risk: safe
-source: https://github.com/jthack/ffuf_claude_skill
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/jthack/ffuf_claude_skill"
+date_added: "2026-02-27"
 ---
 
 # Ffuf Claude Skill
diff --git a/web-app/public/skills/figma-automation/SKILL.md b/web-app/public/skills/figma-automation/SKILL.md
index 2c615249..f26f5b0a 100644
--- a/web-app/public/skills/figma-automation/SKILL.md
+++ b/web-app/public/skills/figma-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: figma-automation
-description: 'Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.'
+description: "Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Figma Automation via Rube MCP
diff --git a/web-app/public/skills/file-path-traversal/SKILL.md b/web-app/public/skills/file-path-traversal/SKILL.md
index 620a69d7..9ba2c8d5 100644
--- a/web-app/public/skills/file-path-traversal/SKILL.md
+++ b/web-app/public/skills/file-path-traversal/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: file-path-traversal
-description: This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vu...
+description: "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # File Path Traversal Testing
diff --git a/web-app/public/skills/file-uploads/SKILL.md b/web-app/public/skills/file-uploads/SKILL.md
index 8bebb24d..b2d37334 100644
--- a/web-app/public/skills/file-uploads/SKILL.md
+++ b/web-app/public/skills/file-uploads/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: file-uploads
-description: 'Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...'
+description: "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # File Uploads & Storage
diff --git a/web-app/public/skills/find-bugs/SKILL.md b/web-app/public/skills/find-bugs/SKILL.md
index 4ecb1646..356eb3f8 100644
--- a/web-app/public/skills/find-bugs/SKILL.md
+++ b/web-app/public/skills/find-bugs/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: find-bugs
-description: Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
+description: "Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/find-bugs"
+date_added: "2026-02-27"
 ---
 
 # Find Bugs
diff --git a/web-app/public/skills/finishing-a-development-branch/SKILL.md b/web-app/public/skills/finishing-a-development-branch/SKILL.md
index 53a6b78c..df14a9c5 100644
--- a/web-app/public/skills/finishing-a-development-branch/SKILL.md
+++ b/web-app/public/skills/finishing-a-development-branch/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: finishing-a-development-branch
-description: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
+description: "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Finishing a Development Branch
diff --git a/web-app/public/skills/firebase/SKILL.md b/web-app/public/skills/firebase/SKILL.md
index 487584ab..9d4d8fac 100644
--- a/web-app/public/skills/firebase/SKILL.md
+++ b/web-app/public/skills/firebase/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: firebase
-description: Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
+description: "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Firebase
diff --git a/web-app/public/skills/firecrawl-scraper/SKILL.md b/web-app/public/skills/firecrawl-scraper/SKILL.md
index 2dc360ee..f548d2b9 100644
--- a/web-app/public/skills/firecrawl-scraper/SKILL.md
+++ b/web-app/public/skills/firecrawl-scraper/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: firecrawl-scraper
-description: Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API
+description: "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # firecrawl-scraper
diff --git a/web-app/public/skills/firmware-analyst/SKILL.md b/web-app/public/skills/firmware-analyst/SKILL.md
index 00b64b56..cd683d71 100644
--- a/web-app/public/skills/firmware-analyst/SKILL.md
+++ b/web-app/public/skills/firmware-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Expert firmware analyst specializing in embedded systems, IoT secur
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 # Download from vendor
diff --git a/web-app/public/skills/fix-review/SKILL.md b/web-app/public/skills/fix-review/SKILL.md
index e205bd0d..1d549b85 100644
--- a/web-app/public/skills/fix-review/SKILL.md
+++ b/web-app/public/skills/fix-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fix-review
-description: Verify fix commits address audit findings without new bugs
+description: "Verify fix commits address audit findings without new bugs"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/fix-review
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/trailofbits/skills/tree/main/plugins/fix-review"
+date_added: "2026-02-27"
 ---
 
 # Fix Review
diff --git a/web-app/public/skills/flutter-expert/SKILL.md b/web-app/public/skills/flutter-expert/SKILL.md
index a30ec864..9708cb3f 100644
--- a/web-app/public/skills/flutter-expert/SKILL.md
+++ b/web-app/public/skills/flutter-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Master Flutter development with Dart 3, advanced widgets, and multi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/form-cro/SKILL.md b/web-app/public/skills/form-cro/SKILL.md
index 2b924b58..630f11a8 100644
--- a/web-app/public/skills/form-cro/SKILL.md
+++ b/web-app/public/skills/form-cro/SKILL.md
@@ -4,7 +4,6 @@ description: Optimize any form that is NOT signup or account registration — in
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 # Form Conversion Rate Optimization (Form CRO)
diff --git a/web-app/public/skills/fp-ts-errors/SKILL.md b/web-app/public/skills/fp-ts-errors/SKILL.md
index c8eb686f..b6e14fe1 100644
--- a/web-app/public/skills/fp-ts-errors/SKILL.md
+++ b/web-app/public/skills/fp-ts-errors/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-errors
-description: Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.
+description: "Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Practical Error Handling with fp-ts
diff --git a/web-app/public/skills/fp-ts-pragmatic/SKILL.md b/web-app/public/skills/fp-ts-pragmatic/SKILL.md
index 5d01e412..3d9db3bf 100644
--- a/web-app/public/skills/fp-ts-pragmatic/SKILL.md
+++ b/web-app/public/skills/fp-ts-pragmatic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-pragmatic
-description: A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
+description: "A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Pragmatic Functional Programming
diff --git a/web-app/public/skills/fp-ts-react/SKILL.md b/web-app/public/skills/fp-ts-react/SKILL.md
index c6806747..463a8194 100644
--- a/web-app/public/skills/fp-ts-react/SKILL.md
+++ b/web-app/public/skills/fp-ts-react/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: fp-ts-react
-description: Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
+description: "Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15."
 risk: safe
-source: https://github.com/whatiskadudoing/fp-ts-skills
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/whatiskadudoing/fp-ts-skills"
+date_added: "2026-02-27"
 ---
 
 # Functional Programming in React
diff --git a/web-app/public/skills/framework-migration-code-migrate/SKILL.md b/web-app/public/skills/framework-migration-code-migrate/SKILL.md
index a73c2d13..ea800955 100644
--- a/web-app/public/skills/framework-migration-code-migrate/SKILL.md
+++ b/web-app/public/skills/framework-migration-code-migrate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-code-migrate
-description: You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
+description: "You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Code Migration Assistant
diff --git a/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md b/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
index 0eefd06a..8827ad87 100644
--- a/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
+++ b/web-app/public/skills/framework-migration-deps-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-deps-upgrade
-description: You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa
+description: "You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Dependency Upgrade Strategy
diff --git a/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md b/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
index 91913987..7648711d 100644
--- a/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
+++ b/web-app/public/skills/framework-migration-legacy-modernize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: framework-migration-legacy-modernize
-description: Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
+description: "Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Legacy Code Modernization Workflow
diff --git a/web-app/public/skills/free-tool-strategy/SKILL.md b/web-app/public/skills/free-tool-strategy/SKILL.md
index 681e70f7..bf5dfefd 100644
--- a/web-app/public/skills/free-tool-strategy/SKILL.md
+++ b/web-app/public/skills/free-tool-strategy/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: free-tool-strategy
-description: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as mar...
+description: "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Free Tool Strategy (Engineering as Marketing)
diff --git a/web-app/public/skills/freshdesk-automation/SKILL.md b/web-app/public/skills/freshdesk-automation/SKILL.md
index a9c00be8..2981d608 100644
--- a/web-app/public/skills/freshdesk-automation/SKILL.md
+++ b/web-app/public/skills/freshdesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: freshdesk-automation
-description: Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Freshdesk Automation via Rube MCP
diff --git a/web-app/public/skills/freshservice-automation/SKILL.md b/web-app/public/skills/freshservice-automation/SKILL.md
index 4894072a..5a151404 100644
--- a/web-app/public/skills/freshservice-automation/SKILL.md
+++ b/web-app/public/skills/freshservice-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: freshservice-automation
-description: 'Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.'
+description: "Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Freshservice Automation via Rube MCP
diff --git a/web-app/public/skills/frontend-design/SKILL.md b/web-app/public/skills/frontend-design/SKILL.md
index 9a4630a0..cf358a76 100644
--- a/web-app/public/skills/frontend-design/SKILL.md
+++ b/web-app/public/skills/frontend-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-design
-description: Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
+description: "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend Design (Distinctive, Production-Grade)
diff --git a/web-app/public/skills/frontend-dev-guidelines/SKILL.md b/web-app/public/skills/frontend-dev-guidelines/SKILL.md
index 2124dc37..37e4ca90 100644
--- a/web-app/public/skills/frontend-dev-guidelines/SKILL.md
+++ b/web-app/public/skills/frontend-dev-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-dev-guidelines
-description: Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...
+description: "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 
diff --git a/web-app/public/skills/frontend-developer/SKILL.md b/web-app/public/skills/frontend-developer/SKILL.md
index e50e1ee5..2494e145 100644
--- a/web-app/public/skills/frontend-developer/SKILL.md
+++ b/web-app/public/skills/frontend-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build React components, implement responsive layouts, and handle cl
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.
 
diff --git a/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md b/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
index 40c4af6c..f6e62900 100644
--- a/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
+++ b/web-app/public/skills/frontend-mobile-development-component-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-mobile-development-component-scaffold
-description: You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s
+description: "You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React/React Native Component Scaffolding
diff --git a/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md b/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
index e790750e..7affc979 100644
--- a/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
+++ b/web-app/public/skills/frontend-mobile-security-xss-scan/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-mobile-security-xss-scan
-description: You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi
+description: "You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # XSS Vulnerability Scanner for Frontend Code
diff --git a/web-app/public/skills/frontend-security-coder/SKILL.md b/web-app/public/skills/frontend-security-coder/SKILL.md
index c54adb9f..97e38cd3 100644
--- a/web-app/public/skills/frontend-security-coder/SKILL.md
+++ b/web-app/public/skills/frontend-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure frontend coding practices specializing in XSS prev
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/frontend-slides/SKILL.md b/web-app/public/skills/frontend-slides/SKILL.md
index 2fed2438..a5b82a94 100644
--- a/web-app/public/skills/frontend-slides/SKILL.md
+++ b/web-app/public/skills/frontend-slides/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-slides
-description: Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...
+description: "Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a..."
 risk: safe
-source: https://github.com/zarazhangrui/frontend-slides
-date_added: '2026-02-27'
-category: web-development
+source: "https://github.com/zarazhangrui/frontend-slides"
+date_added: "2026-02-27"
 ---
 
 # Frontend Slides Skill
diff --git a/web-app/public/skills/frontend-ui-dark-ts/SKILL.md b/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
index 73ca829f..2c4658ea 100644
--- a/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
+++ b/web-app/public/skills/frontend-ui-dark-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: frontend-ui-dark-ts
-description: Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
+description: "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Frontend UI Dark Theme (TypeScript)
diff --git a/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md b/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
index e7c3e7de..f9b0b4d6 100644
--- a/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
+++ b/web-app/public/skills/full-stack-orchestration-full-stack-feature/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: full-stack-orchestration-full-stack-feature
-description: Use when working with full stack orchestration full stack feature
+description: "Use when working with full stack orchestration full stack feature"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/game-development/2d-games/SKILL.md b/web-app/public/skills/game-development/2d-games/SKILL.md
index ba9d9fc3..5ff8b6b2 100644
--- a/web-app/public/skills/game-development/2d-games/SKILL.md
+++ b/web-app/public/skills/game-development/2d-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 2d-games
-description: 2D game development principles. Sprites, tilemaps, physics, camera.
+description: "2D game development principles. Sprites, tilemaps, physics, camera."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # 2D Game Development
diff --git a/web-app/public/skills/game-development/3d-games/SKILL.md b/web-app/public/skills/game-development/3d-games/SKILL.md
index 5314fa29..7734480a 100644
--- a/web-app/public/skills/game-development/3d-games/SKILL.md
+++ b/web-app/public/skills/game-development/3d-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: 3d-games
-description: 3D game development principles. Rendering, shaders, physics, cameras.
+description: "3D game development principles. Rendering, shaders, physics, cameras."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # 3D Game Development
diff --git a/web-app/public/skills/game-development/SKILL.md b/web-app/public/skills/game-development/SKILL.md
index 5bc42c86..61d1e93b 100644
--- a/web-app/public/skills/game-development/SKILL.md
+++ b/web-app/public/skills/game-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-development
-description: Game development orchestrator. Routes to platform-specific skills based on project needs.
+description: "Game development orchestrator. Routes to platform-specific skills based on project needs."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Development
diff --git a/web-app/public/skills/game-development/game-art/SKILL.md b/web-app/public/skills/game-development/game-art/SKILL.md
index acfc97a7..ce692a03 100644
--- a/web-app/public/skills/game-development/game-art/SKILL.md
+++ b/web-app/public/skills/game-development/game-art/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-art
-description: Game art principles. Visual style selection, asset pipeline, animation workflow.
+description: "Game art principles. Visual style selection, asset pipeline, animation workflow."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Art Principles
diff --git a/web-app/public/skills/game-development/game-audio/SKILL.md b/web-app/public/skills/game-development/game-audio/SKILL.md
index 0c9c917e..6b4cf651 100644
--- a/web-app/public/skills/game-development/game-audio/SKILL.md
+++ b/web-app/public/skills/game-development/game-audio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-audio
-description: Game audio principles. Sound design, music integration, adaptive audio systems.
+description: "Game audio principles. Sound design, music integration, adaptive audio systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Game Audio Principles
diff --git a/web-app/public/skills/game-development/game-design/SKILL.md b/web-app/public/skills/game-development/game-design/SKILL.md
index 9c09de4f..e7ef3461 100644
--- a/web-app/public/skills/game-development/game-design/SKILL.md
+++ b/web-app/public/skills/game-development/game-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: game-design
-description: Game design principles. GDD structure, balancing, player psychology, progression.
+description: "Game design principles. GDD structure, balancing, player psychology, progression."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Game Design Principles
diff --git a/web-app/public/skills/game-development/mobile-games/SKILL.md b/web-app/public/skills/game-development/mobile-games/SKILL.md
index b903d014..e503e123 100644
--- a/web-app/public/skills/game-development/mobile-games/SKILL.md
+++ b/web-app/public/skills/game-development/mobile-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mobile-games
-description: Mobile game development principles. Touch input, battery, performance, app stores.
+description: "Mobile game development principles. Touch input, battery, performance, app stores."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Mobile Game Development
diff --git a/web-app/public/skills/game-development/multiplayer/SKILL.md b/web-app/public/skills/game-development/multiplayer/SKILL.md
index 42cd1d40..45c9b8af 100644
--- a/web-app/public/skills/game-development/multiplayer/SKILL.md
+++ b/web-app/public/skills/game-development/multiplayer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multiplayer
-description: Multiplayer game development principles. Architecture, networking, synchronization.
+description: "Multiplayer game development principles. Architecture, networking, synchronization."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Multiplayer Game Development
diff --git a/web-app/public/skills/game-development/pc-games/SKILL.md b/web-app/public/skills/game-development/pc-games/SKILL.md
index 3045d73a..379ec0ce 100644
--- a/web-app/public/skills/game-development/pc-games/SKILL.md
+++ b/web-app/public/skills/game-development/pc-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pc-games
-description: PC and console game development principles. Engine selection, platform features, optimization strategies.
+description: "PC and console game development principles. Engine selection, platform features, optimization strategies."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # PC/Console Game Development
diff --git a/web-app/public/skills/game-development/vr-ar/SKILL.md b/web-app/public/skills/game-development/vr-ar/SKILL.md
index 124e3c1e..6a8bad35 100644
--- a/web-app/public/skills/game-development/vr-ar/SKILL.md
+++ b/web-app/public/skills/game-development/vr-ar/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vr-ar
-description: VR/AR development principles. Comfort, interaction, performance requirements.
+description: "VR/AR development principles. Comfort, interaction, performance requirements."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # VR/AR Development
diff --git a/web-app/public/skills/game-development/web-games/SKILL.md b/web-app/public/skills/game-development/web-games/SKILL.md
index 71f05610..6a5090f2 100644
--- a/web-app/public/skills/game-development/web-games/SKILL.md
+++ b/web-app/public/skills/game-development/web-games/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-games
-description: Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
+description: "Web browser game development principles. Framework selection, WebGPU, optimization, PWA."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Browser Game Development
diff --git a/web-app/public/skills/gcp-cloud-run/SKILL.md b/web-app/public/skills/gcp-cloud-run/SKILL.md
index a62e8c64..b2065436 100644
--- a/web-app/public/skills/gcp-cloud-run/SKILL.md
+++ b/web-app/public/skills/gcp-cloud-run/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gcp-cloud-run
-description: Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...
+description: "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # GCP Cloud Run
diff --git a/web-app/public/skills/gdpr-data-handling/SKILL.md b/web-app/public/skills/gdpr-data-handling/SKILL.md
index 94ae8548..1dca7f20 100644
--- a/web-app/public/skills/gdpr-data-handling/SKILL.md
+++ b/web-app/public/skills/gdpr-data-handling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gdpr-data-handling
-description: Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
+description: "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # GDPR Data Handling
diff --git a/web-app/public/skills/gemini-api-dev/SKILL.md b/web-app/public/skills/gemini-api-dev/SKILL.md
index e64961ce..0dd0e8d9 100644
--- a/web-app/public/skills/gemini-api-dev/SKILL.md
+++ b/web-app/public/skills/gemini-api-dev/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gemini-api-dev
-description: Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
+description: "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Gemini API Development Skill
diff --git a/web-app/public/skills/geo-fundamentals/SKILL.md b/web-app/public/skills/geo-fundamentals/SKILL.md
index a0ddb4ee..d2af3da7 100644
--- a/web-app/public/skills/geo-fundamentals/SKILL.md
+++ b/web-app/public/skills/geo-fundamentals/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: geo-fundamentals
-description: Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
+description: "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # GEO Fundamentals
diff --git a/web-app/public/skills/git-advanced-workflows/SKILL.md b/web-app/public/skills/git-advanced-workflows/SKILL.md
index be13f699..137ba006 100644
--- a/web-app/public/skills/git-advanced-workflows/SKILL.md
+++ b/web-app/public/skills/git-advanced-workflows/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-advanced-workflows
-description: Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
+description: "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Git Advanced Workflows
diff --git a/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md b/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
index 997a9e9b..64495646 100644
--- a/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-git-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-git-workflow
-description: Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
+description: "Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Complete Git Workflow with Multi-Agent Orchestration
diff --git a/web-app/public/skills/git-pr-workflows-onboard/SKILL.md b/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
index eeab070b..b6e8dc18 100644
--- a/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-onboard/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-onboard
-description: You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
+description: "You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Onboard
diff --git a/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md b/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
index d1c4abfb..49c57f0b 100644
--- a/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
+++ b/web-app/public/skills/git-pr-workflows-pr-enhance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pr-workflows-pr-enhance
-description: You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
+description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Pull Request Enhancement
diff --git a/web-app/public/skills/git-pushing/SKILL.md b/web-app/public/skills/git-pushing/SKILL.md
index 1253990b..f72b0f8d 100644
--- a/web-app/public/skills/git-pushing/SKILL.md
+++ b/web-app/public/skills/git-pushing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: git-pushing
-description: Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...
+description: "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Git Push Workflow
diff --git a/web-app/public/skills/github-actions-templates/SKILL.md b/web-app/public/skills/github-actions-templates/SKILL.md
index e3b8c3e7..c10ac59a 100644
--- a/web-app/public/skills/github-actions-templates/SKILL.md
+++ b/web-app/public/skills/github-actions-templates/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-actions-templates
-description: Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...
+description: "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Actions Templates
diff --git a/web-app/public/skills/github-automation/SKILL.md b/web-app/public/skills/github-automation/SKILL.md
index d7dd29aa..0d1d820c 100644
--- a/web-app/public/skills/github-automation/SKILL.md
+++ b/web-app/public/skills/github-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-automation
-description: Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
+description: "Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Automation via Rube MCP
diff --git a/web-app/public/skills/github-issue-creator/SKILL.md b/web-app/public/skills/github-issue-creator/SKILL.md
index 61762ebd..ac90a421 100644
--- a/web-app/public/skills/github-issue-creator/SKILL.md
+++ b/web-app/public/skills/github-issue-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-issue-creator
-description: Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...
+description: "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # GitHub Issue Creator
diff --git a/web-app/public/skills/github-workflow-automation/SKILL.md b/web-app/public/skills/github-workflow-automation/SKILL.md
index 5b7d13e1..2bc64077 100644
--- a/web-app/public/skills/github-workflow-automation/SKILL.md
+++ b/web-app/public/skills/github-workflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: github-workflow-automation
-description: Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...
+description: "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # 🔧 GitHub Workflow Automation
diff --git a/web-app/public/skills/gitlab-automation/SKILL.md b/web-app/public/skills/gitlab-automation/SKILL.md
index aa5d1401..c434a7a6 100644
--- a/web-app/public/skills/gitlab-automation/SKILL.md
+++ b/web-app/public/skills/gitlab-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitlab-automation
-description: Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # GitLab Automation via Rube MCP
diff --git a/web-app/public/skills/gitlab-ci-patterns/SKILL.md b/web-app/public/skills/gitlab-ci-patterns/SKILL.md
index e24a8e2b..7bc4a225 100644
--- a/web-app/public/skills/gitlab-ci-patterns/SKILL.md
+++ b/web-app/public/skills/gitlab-ci-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitlab-ci-patterns
-description: Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...
+description: "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitLab CI Patterns
diff --git a/web-app/public/skills/gitops-workflow/SKILL.md b/web-app/public/skills/gitops-workflow/SKILL.md
index 8de8956d..9032b59a 100644
--- a/web-app/public/skills/gitops-workflow/SKILL.md
+++ b/web-app/public/skills/gitops-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gitops-workflow
-description: Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...
+description: "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitOps Workflow
diff --git a/web-app/public/skills/gmail-automation/SKILL.md b/web-app/public/skills/gmail-automation/SKILL.md
index 45cc6b18..b239d3e7 100644
--- a/web-app/public/skills/gmail-automation/SKILL.md
+++ b/web-app/public/skills/gmail-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: gmail-automation
-description: 'Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.'
+description: "Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Gmail Automation via Rube MCP
diff --git a/web-app/public/skills/go-concurrency-patterns/SKILL.md b/web-app/public/skills/go-concurrency-patterns/SKILL.md
index e017f61f..f66bf879 100644
--- a/web-app/public/skills/go-concurrency-patterns/SKILL.md
+++ b/web-app/public/skills/go-concurrency-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-concurrency-patterns
-description: Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
+description: "Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Go Concurrency Patterns
diff --git a/web-app/public/skills/go-playwright/SKILL.md b/web-app/public/skills/go-playwright/SKILL.md
index f6e47ed9..dd64b2d1 100644
--- a/web-app/public/skills/go-playwright/SKILL.md
+++ b/web-app/public/skills/go-playwright/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-playwright
-description: Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
+description: "Expert capability for robust, stealthy, and efficient browser automation using Playwright Go."
 risk: safe
-source: https://github.com/playwright-community/playwright-go
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/playwright-community/playwright-go"
+date_added: "2026-02-27"
 ---
 
 # Playwright Go Automation Expert
diff --git a/web-app/public/skills/go-rod-master/SKILL.md b/web-app/public/skills/go-rod-master/SKILL.md
index 365cfce0..01f5ae30 100644
--- a/web-app/public/skills/go-rod-master/SKILL.md
+++ b/web-app/public/skills/go-rod-master/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: go-rod-master
-description: Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
+description: "Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns."
 risk: safe
-source: https://github.com/go-rod/rod
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/go-rod/rod"
+date_added: "2026-02-27"
 ---
 
 # Go-Rod Browser Automation Master
diff --git a/web-app/public/skills/godot-4-migration/SKILL.md b/web-app/public/skills/godot-4-migration/SKILL.md
index 21359eee..06005082 100644
--- a/web-app/public/skills/godot-4-migration/SKILL.md
+++ b/web-app/public/skills/godot-4-migration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: godot-4-migration
-description: Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.
+description: "Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Godot 4 Migration Guide
diff --git a/web-app/public/skills/godot-gdscript-patterns/SKILL.md b/web-app/public/skills/godot-gdscript-patterns/SKILL.md
index d87cdd37..ae797eb0 100644
--- a/web-app/public/skills/godot-gdscript-patterns/SKILL.md
+++ b/web-app/public/skills/godot-gdscript-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: godot-gdscript-patterns
-description: Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
+description: "Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Godot GDScript Patterns
diff --git a/web-app/public/skills/golang-pro/SKILL.md b/web-app/public/skills/golang-pro/SKILL.md
index 2457418a..8616405d 100644
--- a/web-app/public/skills/golang-pro/SKILL.md
+++ b/web-app/public/skills/golang-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Go 1.21+ with modern patterns, advanced concurrency, perform
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.
 
diff --git a/web-app/public/skills/google-analytics-automation/SKILL.md b/web-app/public/skills/google-analytics-automation/SKILL.md
index 87cc5035..40936764 100644
--- a/web-app/public/skills/google-analytics-automation/SKILL.md
+++ b/web-app/public/skills/google-analytics-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-analytics-automation
-description: 'Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.'
+description: "Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Analytics Automation via Rube MCP
diff --git a/web-app/public/skills/google-calendar-automation/SKILL.md b/web-app/public/skills/google-calendar-automation/SKILL.md
index c6e91002..00908f7c 100644
--- a/web-app/public/skills/google-calendar-automation/SKILL.md
+++ b/web-app/public/skills/google-calendar-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-calendar-automation
-description: Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
+description: "Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Calendar Automation via Rube MCP
diff --git a/web-app/public/skills/google-drive-automation/SKILL.md b/web-app/public/skills/google-drive-automation/SKILL.md
index 9274ec32..027e77f4 100644
--- a/web-app/public/skills/google-drive-automation/SKILL.md
+++ b/web-app/public/skills/google-drive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: google-drive-automation
-description: Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
+description: "Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Drive Automation via Rube MCP
diff --git a/web-app/public/skills/googlesheets-automation/SKILL.md b/web-app/public/skills/googlesheets-automation/SKILL.md
index 512fd869..dba2cfda 100644
--- a/web-app/public/skills/googlesheets-automation/SKILL.md
+++ b/web-app/public/skills/googlesheets-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: googlesheets-automation
-description: Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
+description: "Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Google Sheets Automation via Rube MCP
diff --git a/web-app/public/skills/grafana-dashboards/SKILL.md b/web-app/public/skills/grafana-dashboards/SKILL.md
index cbee3fc7..61baa475 100644
--- a/web-app/public/skills/grafana-dashboards/SKILL.md
+++ b/web-app/public/skills/grafana-dashboards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: grafana-dashboards
-description: Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...
+description: "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Grafana Dashboards
diff --git a/web-app/public/skills/graphql-architect/SKILL.md b/web-app/public/skills/graphql-architect/SKILL.md
index 100f347e..a5f61ac2 100644
--- a/web-app/public/skills/graphql-architect/SKILL.md
+++ b/web-app/public/skills/graphql-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern GraphQL with federation, performance optimization, an
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/graphql/SKILL.md b/web-app/public/skills/graphql/SKILL.md
index c16f409e..31b7b468 100644
--- a/web-app/public/skills/graphql/SKILL.md
+++ b/web-app/public/skills/graphql/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: graphql
-description: GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...
+description: "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # GraphQL
diff --git a/web-app/public/skills/grpc-golang/SKILL.md b/web-app/public/skills/grpc-golang/SKILL.md
index 8b80df0d..68d41360 100644
--- a/web-app/public/skills/grpc-golang/SKILL.md
+++ b/web-app/public/skills/grpc-golang/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: grpc-golang
-description: Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
+description: "Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # gRPC Golang (gRPC-Go)
diff --git a/web-app/public/skills/helm-chart-scaffolding/SKILL.md b/web-app/public/skills/helm-chart-scaffolding/SKILL.md
index 6365a5a6..7905d3ee 100644
--- a/web-app/public/skills/helm-chart-scaffolding/SKILL.md
+++ b/web-app/public/skills/helm-chart-scaffolding/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: helm-chart-scaffolding
-description: Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
+description: "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Helm Chart Scaffolding
diff --git a/web-app/public/skills/helpdesk-automation/SKILL.md b/web-app/public/skills/helpdesk-automation/SKILL.md
index a7d86a85..6e7cbd4e 100644
--- a/web-app/public/skills/helpdesk-automation/SKILL.md
+++ b/web-app/public/skills/helpdesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: helpdesk-automation
-description: 'Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.'
+description: "Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # HelpDesk Automation via Rube MCP
diff --git a/web-app/public/skills/hig-components-content/SKILL.md b/web-app/public/skills/hig-components-content/SKILL.md
index 87261c5c..3be2dc41 100644
--- a/web-app/public/skills/hig-components-content/SKILL.md
+++ b/web-app/public/skills/hig-components-content/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for content display components.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 # Apple HIG: Content Components
diff --git a/web-app/public/skills/hig-components-controls/SKILL.md b/web-app/public/skills/hig-components-controls/SKILL.md
index 07701d03..de0d57e4 100644
--- a/web-app/public/skills/hig-components-controls/SKILL.md
+++ b/web-app/public/skills/hig-components-controls/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for selection and input controls including picke
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Selection and Input Controls
diff --git a/web-app/public/skills/hig-components-dialogs/SKILL.md b/web-app/public/skills/hig-components-dialogs/SKILL.md
index 1f8fac73..564ae0d6 100644
--- a/web-app/public/skills/hig-components-dialogs/SKILL.md
+++ b/web-app/public/skills/hig-components-dialogs/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for presentation components including alerts, ac
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Presentation Components
diff --git a/web-app/public/skills/hig-components-layout/SKILL.md b/web-app/public/skills/hig-components-layout/SKILL.md
index 7740f049..a1f32ca7 100644
--- a/web-app/public/skills/hig-components-layout/SKILL.md
+++ b/web-app/public/skills/hig-components-layout/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for layout and navigation componen
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Layout and Navigation Components
diff --git a/web-app/public/skills/hig-components-menus/SKILL.md b/web-app/public/skills/hig-components-menus/SKILL.md
index 73a5f555..3e03477e 100644
--- a/web-app/public/skills/hig-components-menus/SKILL.md
+++ b/web-app/public/skills/hig-components-menus/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for menu and button components including menus,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Menus and Buttons
diff --git a/web-app/public/skills/hig-components-search/SKILL.md b/web-app/public/skills/hig-components-search/SKILL.md
index e39147bb..6927481d 100644
--- a/web-app/public/skills/hig-components-search/SKILL.md
+++ b/web-app/public/skills/hig-components-search/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for navigation-related components including sear
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Navigation Components
diff --git a/web-app/public/skills/hig-components-status/SKILL.md b/web-app/public/skills/hig-components-status/SKILL.md
index 6c3e12ea..2ad17aac 100644
--- a/web-app/public/skills/hig-components-status/SKILL.md
+++ b/web-app/public/skills/hig-components-status/SKILL.md
@@ -4,7 +4,6 @@ description: Apple HIG guidance for status and progress UI components including
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Apple HIG: Status Components
diff --git a/web-app/public/skills/hig-components-system/SKILL.md b/web-app/public/skills/hig-components-system/SKILL.md
index 1d6d3073..e504853d 100644
--- a/web-app/public/skills/hig-components-system/SKILL.md
+++ b/web-app/public/skills/hig-components-system/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for system experience components: widgets, live
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: System Experiences
diff --git a/web-app/public/skills/hig-foundations/SKILL.md b/web-app/public/skills/hig-foundations/SKILL.md
index 6f916ea5..4c6ed762 100644
--- a/web-app/public/skills/hig-foundations/SKILL.md
+++ b/web-app/public/skills/hig-foundations/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines design foundations.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: Design Foundations
diff --git a/web-app/public/skills/hig-inputs/SKILL.md b/web-app/public/skills/hig-inputs/SKILL.md
index 9023290f..17ffc569 100644
--- a/web-app/public/skills/hig-inputs/SKILL.md
+++ b/web-app/public/skills/hig-inputs/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for input methods and interaction patterns: ges
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Apple HIG: Inputs
diff --git a/web-app/public/skills/hig-patterns/SKILL.md b/web-app/public/skills/hig-patterns/SKILL.md
index 1c2aeb3f..1f00eb63 100644
--- a/web-app/public/skills/hig-patterns/SKILL.md
+++ b/web-app/public/skills/hig-patterns/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines interaction and UX patterns.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Apple HIG: Interaction Patterns
diff --git a/web-app/public/skills/hig-platforms/SKILL.md b/web-app/public/skills/hig-platforms/SKILL.md
index 9647e78a..f2b72218 100644
--- a/web-app/public/skills/hig-platforms/SKILL.md
+++ b/web-app/public/skills/hig-platforms/SKILL.md
@@ -4,7 +4,6 @@ description: Apple Human Interface Guidelines for platform-specific design.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 # Apple HIG: Platform Design
diff --git a/web-app/public/skills/hig-project-context/SKILL.md b/web-app/public/skills/hig-project-context/SKILL.md
index eadd19e9..ca8e9e85 100644
--- a/web-app/public/skills/hig-project-context/SKILL.md
+++ b/web-app/public/skills/hig-project-context/SKILL.md
@@ -4,7 +4,6 @@ description: Create or update a shared Apple design context document that other
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Apple HIG: Project Context
diff --git a/web-app/public/skills/hig-technologies/SKILL.md b/web-app/public/skills/hig-technologies/SKILL.md
index 6559cfa1..75834e5e 100644
--- a/web-app/public/skills/hig-technologies/SKILL.md
+++ b/web-app/public/skills/hig-technologies/SKILL.md
@@ -4,7 +4,6 @@ description: 'Apple HIG guidance for Apple technology integrations: Siri, Apple
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Apple HIG: Technologies
diff --git a/web-app/public/skills/hosted-agents-v2-py/SKILL.md b/web-app/public/skills/hosted-agents-v2-py/SKILL.md
index 3bf726bc..58ff1e56 100644
--- a/web-app/public/skills/hosted-agents-v2-py/SKILL.md
+++ b/web-app/public/skills/hosted-agents-v2-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hosted-agents-v2-py
-description: Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
+description: "Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Azure AI Hosted Agents (Python)
diff --git a/web-app/public/skills/hr-pro/SKILL.md b/web-app/public/skills/hr-pro/SKILL.md
index 7f062038..bfd8a2fa 100644
--- a/web-app/public/skills/hr-pro/SKILL.md
+++ b/web-app/public/skills/hr-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Professional, ethical HR partner for hiring, onboarding/offboarding
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/html-injection-testing/SKILL.md b/web-app/public/skills/html-injection-testing/SKILL.md
index bec404fd..889731f4 100644
--- a/web-app/public/skills/html-injection-testing/SKILL.md
+++ b/web-app/public/skills/html-injection-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: html-injection-testing
-description: This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test conten...
+description: "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # HTML Injection Testing
diff --git a/web-app/public/skills/hubspot-automation/SKILL.md b/web-app/public/skills/hubspot-automation/SKILL.md
index 8876a023..e70e9d90 100644
--- a/web-app/public/skills/hubspot-automation/SKILL.md
+++ b/web-app/public/skills/hubspot-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hubspot-automation
-description: Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
+description: "Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # HubSpot CRM Automation via Rube MCP
diff --git a/web-app/public/skills/hubspot-integration/SKILL.md b/web-app/public/skills/hubspot-integration/SKILL.md
index 75ddf8b8..699ac945 100644
--- a/web-app/public/skills/hubspot-integration/SKILL.md
+++ b/web-app/public/skills/hubspot-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hubspot-integration
-description: 'Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...'
+description: "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # HubSpot Integration
diff --git a/web-app/public/skills/hugging-face-cli/SKILL.md b/web-app/public/skills/hugging-face-cli/SKILL.md
index 55e4b23d..7f8d35b2 100644
--- a/web-app/public/skills/hugging-face-cli/SKILL.md
+++ b/web-app/public/skills/hugging-face-cli/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hugging-face-cli
-description: Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...
+description: "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput..."
 risk: safe
-source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-cli"
+date_added: "2026-02-27"
 ---
 
 # Hugging Face CLI
diff --git a/web-app/public/skills/hugging-face-jobs/SKILL.md b/web-app/public/skills/hugging-face-jobs/SKILL.md
index ba6f8a2c..95bbd469 100644
--- a/web-app/public/skills/hugging-face-jobs/SKILL.md
+++ b/web-app/public/skills/hugging-face-jobs/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hugging-face-jobs
-description: This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...
+description: "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok..."
 risk: safe
-source: https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/huggingface/skills/tree/main/skills/hugging-face-jobs"
+date_added: "2026-02-27"
 ---
 
 # Running Workloads on Hugging Face Jobs
diff --git a/web-app/public/skills/hybrid-cloud-architect/SKILL.md b/web-app/public/skills/hybrid-cloud-architect/SKILL.md
index dc48ff55..d8291906 100644
--- a/web-app/public/skills/hybrid-cloud-architect/SKILL.md
+++ b/web-app/public/skills/hybrid-cloud-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert hybrid cloud architect specializing in complex multi-cloud s
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/hybrid-cloud-networking/SKILL.md b/web-app/public/skills/hybrid-cloud-networking/SKILL.md
index 518fb8ee..52cc72aa 100644
--- a/web-app/public/skills/hybrid-cloud-networking/SKILL.md
+++ b/web-app/public/skills/hybrid-cloud-networking/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hybrid-cloud-networking
-description: Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...
+description: "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Hybrid Cloud Networking
diff --git a/web-app/public/skills/hybrid-search-implementation/SKILL.md b/web-app/public/skills/hybrid-search-implementation/SKILL.md
index 0072d829..582864de 100644
--- a/web-app/public/skills/hybrid-search-implementation/SKILL.md
+++ b/web-app/public/skills/hybrid-search-implementation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: hybrid-search-implementation
-description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
+description: "Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Hybrid Search Implementation
diff --git a/web-app/public/skills/idor-testing/SKILL.md b/web-app/public/skills/idor-testing/SKILL.md
index d7ba30f0..24dcfcf2 100644
--- a/web-app/public/skills/idor-testing/SKILL.md
+++ b/web-app/public/skills/idor-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: idor-testing
-description: This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or obje...
+description: "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # IDOR Vulnerability Testing
diff --git a/web-app/public/skills/imagen/SKILL.md b/web-app/public/skills/imagen/SKILL.md
index d166b007..f9b51d85 100644
--- a/web-app/public/skills/imagen/SKILL.md
+++ b/web-app/public/skills/imagen/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: imagen
-description: AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
+description: "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets."
 risk: safe
-source: https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen"
+date_added: "2026-02-27"
 ---
 
 # Imagen - AI Image Generation Skill
diff --git a/web-app/public/skills/incident-responder/SKILL.md b/web-app/public/skills/incident-responder/SKILL.md
index 3ae9c8ce..dd407f57 100644
--- a/web-app/public/skills/incident-responder/SKILL.md
+++ b/web-app/public/skills/incident-responder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert SRE incident responder specializing in rapid problem resolut
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/incident-response-smart-fix/SKILL.md b/web-app/public/skills/incident-response-smart-fix/SKILL.md
index b2e61779..e387c8a6 100644
--- a/web-app/public/skills/incident-response-smart-fix/SKILL.md
+++ b/web-app/public/skills/incident-response-smart-fix/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: incident-response-smart-fix
-description: '[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res'
+description: "[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Intelligent Issue Resolution with Multi-Agent Orchestration
diff --git a/web-app/public/skills/infinite-gratitude/SKILL.md b/web-app/public/skills/infinite-gratitude/SKILL.md
index b0dcbd89..11c242fe 100644
--- a/web-app/public/skills/infinite-gratitude/SKILL.md
+++ b/web-app/public/skills/infinite-gratitude/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: infinite-gratitude
-description: Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
+description: "Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies)."
 risk: safe
-source: https://github.com/sstklen/infinite-gratitude
-date_added: '2026-02-27'
-category: testing
+source: "https://github.com/sstklen/infinite-gratitude"
+date_added: "2026-02-27"
 ---
 
 # Infinite Gratitude
diff --git a/web-app/public/skills/inngest/SKILL.md b/web-app/public/skills/inngest/SKILL.md
index 5f398855..df912901 100644
--- a/web-app/public/skills/inngest/SKILL.md
+++ b/web-app/public/skills/inngest/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: inngest
-description: 'Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...'
+description: "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: cloud
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Inngest Integration
diff --git a/web-app/public/skills/instagram-automation/SKILL.md b/web-app/public/skills/instagram-automation/SKILL.md
index 096ff1d5..bfe20d8a 100644
--- a/web-app/public/skills/instagram-automation/SKILL.md
+++ b/web-app/public/skills/instagram-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: instagram-automation
-description: 'Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.'
+description: "Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Instagram Automation via Rube MCP
diff --git a/web-app/public/skills/interactive-portfolio/SKILL.md b/web-app/public/skills/interactive-portfolio/SKILL.md
index c2c5d4fe..fe03e977 100644
--- a/web-app/public/skills/interactive-portfolio/SKILL.md
+++ b/web-app/public/skills/interactive-portfolio/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: interactive-portfolio
-description: Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
+description: "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: mobile
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Interactive Portfolio
diff --git a/web-app/public/skills/intercom-automation/SKILL.md b/web-app/public/skills/intercom-automation/SKILL.md
index a1604445..b25d97c5 100644
--- a/web-app/public/skills/intercom-automation/SKILL.md
+++ b/web-app/public/skills/intercom-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: intercom-automation
-description: 'Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.'
+description: "Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Intercom Automation via Rube MCP
diff --git a/web-app/public/skills/internal-comms-anthropic/SKILL.md b/web-app/public/skills/internal-comms-anthropic/SKILL.md
index 524e51f4..a09d4614 100644
--- a/web-app/public/skills/internal-comms-anthropic/SKILL.md
+++ b/web-app/public/skills/internal-comms-anthropic/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: internal-comms-anthropic
-description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
+description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 ## When to use this skill
diff --git a/web-app/public/skills/internal-comms-community/SKILL.md b/web-app/public/skills/internal-comms-community/SKILL.md
index 013a97c5..c76211c3 100644
--- a/web-app/public/skills/internal-comms-community/SKILL.md
+++ b/web-app/public/skills/internal-comms-community/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: internal-comms-community
-description: A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
+description: "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 ## When to use this skill
diff --git a/web-app/public/skills/inventory-demand-planning/SKILL.md b/web-app/public/skills/inventory-demand-planning/SKILL.md
index 8b549ed1..7396ab51 100644
--- a/web-app/public/skills/inventory-demand-planning/SKILL.md
+++ b/web-app/public/skills/inventory-demand-planning/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for demand forecasting, safety stock optimisatio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/ios-developer/SKILL.md b/web-app/public/skills/ios-developer/SKILL.md
index 7ebc9c92..54d4b2d0 100644
--- a/web-app/public/skills/ios-developer/SKILL.md
+++ b/web-app/public/skills/ios-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/istio-traffic-management/SKILL.md b/web-app/public/skills/istio-traffic-management/SKILL.md
index a3df7d40..2aa3a892 100644
--- a/web-app/public/skills/istio-traffic-management/SKILL.md
+++ b/web-app/public/skills/istio-traffic-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: istio-traffic-management
-description: Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...
+description: "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Istio Traffic Management
diff --git a/web-app/public/skills/iterate-pr/SKILL.md b/web-app/public/skills/iterate-pr/SKILL.md
index 3ad87217..8f9ff27d 100644
--- a/web-app/public/skills/iterate-pr/SKILL.md
+++ b/web-app/public/skills/iterate-pr/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: iterate-pr
-description: Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
+description: "Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle."
 risk: safe
-source: https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/iterate-pr"
+date_added: "2026-02-27"
 ---
 
 # Iterate on PR Until CI Passes
diff --git a/web-app/public/skills/java-pro/SKILL.md b/web-app/public/skills/java-pro/SKILL.md
index 2124cdb7..b8146afa 100644
--- a/web-app/public/skills/java-pro/SKILL.md
+++ b/web-app/public/skills/java-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Java 21+ with modern features like virtual threads, pattern
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/javascript-mastery/SKILL.md b/web-app/public/skills/javascript-mastery/SKILL.md
index 6ea6b82d..a2390471 100644
--- a/web-app/public/skills/javascript-mastery/SKILL.md
+++ b/web-app/public/skills/javascript-mastery/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-mastery
-description: Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...
+description: "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # 🧠 JavaScript Mastery
diff --git a/web-app/public/skills/javascript-pro/SKILL.md b/web-app/public/skills/javascript-pro/SKILL.md
index 322b1afe..35d67164 100644
--- a/web-app/public/skills/javascript-pro/SKILL.md
+++ b/web-app/public/skills/javascript-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern JavaScript with ES6+, async patterns, and Node.js API
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a JavaScript expert specializing in modern JS and async programming.
 
diff --git a/web-app/public/skills/javascript-testing-patterns/SKILL.md b/web-app/public/skills/javascript-testing-patterns/SKILL.md
index 3cbdfb41..61c117e3 100644
--- a/web-app/public/skills/javascript-testing-patterns/SKILL.md
+++ b/web-app/public/skills/javascript-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-testing-patterns
-description: Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...
+description: "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # JavaScript Testing Patterns
diff --git a/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md b/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
index d94820e2..e10947da 100644
--- a/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
+++ b/web-app/public/skills/javascript-typescript-typescript-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: javascript-typescript-typescript-scaffold
-description: You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N
+description: "You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # TypeScript Project Scaffolding
diff --git a/web-app/public/skills/jira-automation/SKILL.md b/web-app/public/skills/jira-automation/SKILL.md
index 14535dde..b8cce785 100644
--- a/web-app/public/skills/jira-automation/SKILL.md
+++ b/web-app/public/skills/jira-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: jira-automation
-description: 'Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.'
+description: "Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Jira Automation via Rube MCP
diff --git a/web-app/public/skills/julia-pro/SKILL.md b/web-app/public/skills/julia-pro/SKILL.md
index e730c59d..2a1f4cbf 100644
--- a/web-app/public/skills/julia-pro/SKILL.md
+++ b/web-app/public/skills/julia-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Julia 1.10+ with modern features, performance optimization,
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/k8s-manifest-generator/SKILL.md b/web-app/public/skills/k8s-manifest-generator/SKILL.md
index 455cd1ee..dbdce24f 100644
--- a/web-app/public/skills/k8s-manifest-generator/SKILL.md
+++ b/web-app/public/skills/k8s-manifest-generator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: k8s-manifest-generator
-description: Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...
+description: "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Kubernetes Manifest Generator
diff --git a/web-app/public/skills/k8s-security-policies/SKILL.md b/web-app/public/skills/k8s-security-policies/SKILL.md
index a3fca7e3..23ace56b 100644
--- a/web-app/public/skills/k8s-security-policies/SKILL.md
+++ b/web-app/public/skills/k8s-security-policies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: k8s-security-policies
-description: Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...
+description: "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Kubernetes Security Policies
diff --git a/web-app/public/skills/kaizen/SKILL.md b/web-app/public/skills/kaizen/SKILL.md
index 4671b470..7b4ecbe2 100644
--- a/web-app/public/skills/kaizen/SKILL.md
+++ b/web-app/public/skills/kaizen/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kaizen
-description: Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
+description: "Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Kaizen: Continuous Improvement
diff --git a/web-app/public/skills/klaviyo-automation/SKILL.md b/web-app/public/skills/klaviyo-automation/SKILL.md
index d3b2bc99..90190308 100644
--- a/web-app/public/skills/klaviyo-automation/SKILL.md
+++ b/web-app/public/skills/klaviyo-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: klaviyo-automation
-description: 'Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.'
+description: "Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Klaviyo Automation via Rube MCP
diff --git a/web-app/public/skills/kotlin-coroutines-expert/SKILL.md b/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
index ed8be79a..3cc1d32b 100644
--- a/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
+++ b/web-app/public/skills/kotlin-coroutines-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kotlin-coroutines-expert
-description: Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
+description: "Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Kotlin Coroutines Expert
diff --git a/web-app/public/skills/kpi-dashboard-design/SKILL.md b/web-app/public/skills/kpi-dashboard-design/SKILL.md
index a003dbd8..8b13f4b5 100644
--- a/web-app/public/skills/kpi-dashboard-design/SKILL.md
+++ b/web-app/public/skills/kpi-dashboard-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: kpi-dashboard-design
-description: Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...
+description: "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # KPI Dashboard Design
diff --git a/web-app/public/skills/kubernetes-architect/SKILL.md b/web-app/public/skills/kubernetes-architect/SKILL.md
index e72e60ea..22c1eb01 100644
--- a/web-app/public/skills/kubernetes-architect/SKILL.md
+++ b/web-app/public/skills/kubernetes-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Expert Kubernetes architect specializing in cloud-native infrastruc
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.
 
diff --git a/web-app/public/skills/langchain-architecture/SKILL.md b/web-app/public/skills/langchain-architecture/SKILL.md
index 8c6beb1b..ab3ff920 100644
--- a/web-app/public/skills/langchain-architecture/SKILL.md
+++ b/web-app/public/skills/langchain-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langchain-architecture
-description: Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
+description: "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LangChain Architecture
diff --git a/web-app/public/skills/langfuse/SKILL.md b/web-app/public/skills/langfuse/SKILL.md
index 5ad92de5..cb4284ce 100644
--- a/web-app/public/skills/langfuse/SKILL.md
+++ b/web-app/public/skills/langfuse/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langfuse
-description: Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...
+description: "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Langfuse
diff --git a/web-app/public/skills/langgraph/SKILL.md b/web-app/public/skills/langgraph/SKILL.md
index aa1d59e7..5dd3b126 100644
--- a/web-app/public/skills/langgraph/SKILL.md
+++ b/web-app/public/skills/langgraph/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: langgraph
-description: Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...
+description: "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # LangGraph
diff --git a/web-app/public/skills/laravel-expert/SKILL.md b/web-app/public/skills/laravel-expert/SKILL.md
index d6160cda..1d86e2e9 100644
--- a/web-app/public/skills/laravel-expert/SKILL.md
+++ b/web-app/public/skills/laravel-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: laravel-expert
-description: Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).
+description: "Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+)."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Laravel Expert
diff --git a/web-app/public/skills/laravel-security-audit/SKILL.md b/web-app/public/skills/laravel-security-audit/SKILL.md
index 1e8c0a31..130957bc 100644
--- a/web-app/public/skills/laravel-security-audit/SKILL.md
+++ b/web-app/public/skills/laravel-security-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: laravel-security-audit
-description: Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.
+description: "Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Laravel Security Audit
diff --git a/web-app/public/skills/last30days/SKILL.md b/web-app/public/skills/last30days/SKILL.md
index f4e43083..44a52460 100644
--- a/web-app/public/skills/last30days/SKILL.md
+++ b/web-app/public/skills/last30days/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: last30days
-description: Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
+description: "Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # last30days: Research Any Topic from the Last 30 Days
diff --git a/web-app/public/skills/legal-advisor/SKILL.md b/web-app/public/skills/legal-advisor/SKILL.md
index 86c822dd..751fefcf 100644
--- a/web-app/public/skills/legal-advisor/SKILL.md
+++ b/web-app/public/skills/legal-advisor/SKILL.md
@@ -4,7 +4,6 @@ description: Draft privacy policies, terms of service, disclaimers, and legal no
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/linear-automation/SKILL.md b/web-app/public/skills/linear-automation/SKILL.md
index a40f1e0b..55716327 100644
--- a/web-app/public/skills/linear-automation/SKILL.md
+++ b/web-app/public/skills/linear-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linear-automation
-description: 'Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.'
+description: "Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Linear Automation via Rube MCP
diff --git a/web-app/public/skills/linkedin-automation/SKILL.md b/web-app/public/skills/linkedin-automation/SKILL.md
index 922aec24..65a38ce9 100644
--- a/web-app/public/skills/linkedin-automation/SKILL.md
+++ b/web-app/public/skills/linkedin-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkedin-automation
-description: 'Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.'
+description: "Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # LinkedIn Automation via Rube MCP
diff --git a/web-app/public/skills/linkedin-cli/SKILL.md b/web-app/public/skills/linkedin-cli/SKILL.md
index 5ba97bfe..cd48897f 100644
--- a/web-app/public/skills/linkedin-cli/SKILL.md
+++ b/web-app/public/skills/linkedin-cli/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkedin-cli
-description: 'Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.'
+description: "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/linkerd-patterns/SKILL.md b/web-app/public/skills/linkerd-patterns/SKILL.md
index 463b016f..5e825d15 100644
--- a/web-app/public/skills/linkerd-patterns/SKILL.md
+++ b/web-app/public/skills/linkerd-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linkerd-patterns
-description: Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...
+description: "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Linkerd Patterns
diff --git a/web-app/public/skills/lint-and-validate/SKILL.md b/web-app/public/skills/lint-and-validate/SKILL.md
index 79ae2d7b..55ea1df8 100644
--- a/web-app/public/skills/lint-and-validate/SKILL.md
+++ b/web-app/public/skills/lint-and-validate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: lint-and-validate
-description: 'Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...'
+description: "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Lint and Validate Skill
diff --git a/web-app/public/skills/linux-privilege-escalation/SKILL.md b/web-app/public/skills/linux-privilege-escalation/SKILL.md
index 8e4bdb6a..caac0754 100644
--- a/web-app/public/skills/linux-privilege-escalation/SKILL.md
+++ b/web-app/public/skills/linux-privilege-escalation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linux-privilege-escalation
-description: This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "ex...
+description: "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Linux Privilege Escalation
diff --git a/web-app/public/skills/linux-shell-scripting/SKILL.md b/web-app/public/skills/linux-shell-scripting/SKILL.md
index 9da9df30..7960dddf 100644
--- a/web-app/public/skills/linux-shell-scripting/SKILL.md
+++ b/web-app/public/skills/linux-shell-scripting/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: linux-shell-scripting
-description: This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production she...
+description: "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Linux Production Shell Scripts
diff --git a/web-app/public/skills/llm-app-patterns/SKILL.md b/web-app/public/skills/llm-app-patterns/SKILL.md
index 0204a0bf..e10774a2 100644
--- a/web-app/public/skills/llm-app-patterns/SKILL.md
+++ b/web-app/public/skills/llm-app-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-app-patterns
-description: Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
+description: "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # 🤖 LLM Application Patterns
diff --git a/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md b/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
index 7636a8a9..370c8750 100644
--- a/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-ai-assistant/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-ai-assistant
-description: You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
+description: "You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # AI Assistant Development
diff --git a/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md b/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
index 8d706fe4..73a721a5 100644
--- a/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-langchain-agent/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-langchain-agent
-description: You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
+description: "You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LangChain/LangGraph Agent Development Expert
diff --git a/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md b/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
index b40b16f8..fa4cf8a0 100644
--- a/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
+++ b/web-app/public/skills/llm-application-dev-prompt-optimize/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-application-dev-prompt-optimize
-description: You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
+description: "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Prompt Optimization
diff --git a/web-app/public/skills/llm-evaluation/SKILL.md b/web-app/public/skills/llm-evaluation/SKILL.md
index 27703b66..cf129514 100644
--- a/web-app/public/skills/llm-evaluation/SKILL.md
+++ b/web-app/public/skills/llm-evaluation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: llm-evaluation
-description: Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
+description: "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # LLM Evaluation
diff --git a/web-app/public/skills/local-legal-seo-audit/SKILL.md b/web-app/public/skills/local-legal-seo-audit/SKILL.md
index 23691252..3c9194f8 100644
--- a/web-app/public/skills/local-legal-seo-audit/SKILL.md
+++ b/web-app/public/skills/local-legal-seo-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: local-legal-seo-audit
-description: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
+description: "Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages."
 risk: safe
 source: original
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Local Legal SEO Audit
diff --git a/web-app/public/skills/logistics-exception-management/SKILL.md b/web-app/public/skills/logistics-exception-management/SKILL.md
index 1fcb6534..b6d0b86c 100644
--- a/web-app/public/skills/logistics-exception-management/SKILL.md
+++ b/web-app/public/skills/logistics-exception-management/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for handling freight exceptions, shipment delays
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/loki-mode/SKILL.md b/web-app/public/skills/loki-mode/SKILL.md
index c29459a4..b02bf9e3 100644
--- a/web-app/public/skills/loki-mode/SKILL.md
+++ b/web-app/public/skills/loki-mode/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: loki-mode
-description: Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
+description: "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Loki Mode - Multi-Agent Autonomous Startup System
diff --git a/web-app/public/skills/m365-agents-dotnet/SKILL.md b/web-app/public/skills/m365-agents-dotnet/SKILL.md
index f114060c..7a29593f 100644
--- a/web-app/public/skills/m365-agents-dotnet/SKILL.md
+++ b/web-app/public/skills/m365-agents-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for .NET. Build multichannel agents for Te
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft 365 Agents SDK (.NET)
diff --git a/web-app/public/skills/m365-agents-py/SKILL.md b/web-app/public/skills/m365-agents-py/SKILL.md
index 59f499f4..cd01d928 100644
--- a/web-app/public/skills/m365-agents-py/SKILL.md
+++ b/web-app/public/skills/m365-agents-py/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for Python. Build multichannel agents for
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft 365 Agents SDK (Python)
diff --git a/web-app/public/skills/m365-agents-ts/SKILL.md b/web-app/public/skills/m365-agents-ts/SKILL.md
index 7079184d..ad448969 100644
--- a/web-app/public/skills/m365-agents-ts/SKILL.md
+++ b/web-app/public/skills/m365-agents-ts/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft 365 Agents SDK for TypeScript/Node.js.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Microsoft 365 Agents SDK (TypeScript)
diff --git a/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md b/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
index 6df24733..59f07204 100644
--- a/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
+++ b/web-app/public/skills/machine-learning-ops-ml-pipeline/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: machine-learning-ops-ml-pipeline
-description: 'Design and implement a complete ML pipeline for: $ARGUMENTS'
+description: "Design and implement a complete ML pipeline for: $ARGUMENTS"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Machine Learning Pipeline - Multi-Agent MLOps Orchestration
diff --git a/web-app/public/skills/mailchimp-automation/SKILL.md b/web-app/public/skills/mailchimp-automation/SKILL.md
index 7753debc..574b46ae 100644
--- a/web-app/public/skills/mailchimp-automation/SKILL.md
+++ b/web-app/public/skills/mailchimp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mailchimp-automation
-description: Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Mailchimp Automation via Rube MCP
diff --git a/web-app/public/skills/make-automation/SKILL.md b/web-app/public/skills/make-automation/SKILL.md
index 9df5f05f..f64d96b3 100644
--- a/web-app/public/skills/make-automation/SKILL.md
+++ b/web-app/public/skills/make-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: make-automation
-description: 'Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.'
+description: "Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Make Automation via Rube MCP
diff --git a/web-app/public/skills/makepad-skills/SKILL.md b/web-app/public/skills/makepad-skills/SKILL.md
index df5ae6b4..0a19222d 100644
--- a/web-app/public/skills/makepad-skills/SKILL.md
+++ b/web-app/public/skills/makepad-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: makepad-skills
-description: 'Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.'
+description: "Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting."
 risk: safe
-source: https://github.com/ZhangHanDong/makepad-skills
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/ZhangHanDong/makepad-skills"
+date_added: "2026-02-27"
 ---
 
 # Makepad Skills
diff --git a/web-app/public/skills/manifest/SKILL.md b/web-app/public/skills/manifest/SKILL.md
index dcc1b5d2..0386504f 100644
--- a/web-app/public/skills/manifest/SKILL.md
+++ b/web-app/public/skills/manifest/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: manifest
-description: Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
+description: "Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Manifest Setup
diff --git a/web-app/public/skills/market-sizing-analysis/SKILL.md b/web-app/public/skills/market-sizing-analysis/SKILL.md
index 1fe0a782..584a06ee 100644
--- a/web-app/public/skills/market-sizing-analysis/SKILL.md
+++ b/web-app/public/skills/market-sizing-analysis/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"calculate TAM\\
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Market Sizing Analysis
diff --git a/web-app/public/skills/marketing-psychology/SKILL.md b/web-app/public/skills/marketing-psychology/SKILL.md
index 747ecff1..e6eb588c 100644
--- a/web-app/public/skills/marketing-psychology/SKILL.md
+++ b/web-app/public/skills/marketing-psychology/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: marketing-psychology
-description: Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
+description: "Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 # Marketing Psychology & Mental Models
 
diff --git a/web-app/public/skills/mcp-builder-ms/SKILL.md b/web-app/public/skills/mcp-builder-ms/SKILL.md
index d888f710..2af203ce 100644
--- a/web-app/public/skills/mcp-builder-ms/SKILL.md
+++ b/web-app/public/skills/mcp-builder-ms/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mcp-builder-ms
-description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
+description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # MCP Server Development Guide
diff --git a/web-app/public/skills/mcp-builder/SKILL.md b/web-app/public/skills/mcp-builder/SKILL.md
index 658be2d3..0f44572c 100644
--- a/web-app/public/skills/mcp-builder/SKILL.md
+++ b/web-app/public/skills/mcp-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mcp-builder
-description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
+description: "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # MCP Server Development Guide
diff --git a/web-app/public/skills/memory-safety-patterns/SKILL.md b/web-app/public/skills/memory-safety-patterns/SKILL.md
index 73c4bc13..87984368 100644
--- a/web-app/public/skills/memory-safety-patterns/SKILL.md
+++ b/web-app/public/skills/memory-safety-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: memory-safety-patterns
-description: Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
+description: "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Memory Safety Patterns
diff --git a/web-app/public/skills/mermaid-expert/SKILL.md b/web-app/public/skills/mermaid-expert/SKILL.md
index 668ffc3c..c2dcee28 100644
--- a/web-app/public/skills/mermaid-expert/SKILL.md
+++ b/web-app/public/skills/mermaid-expert/SKILL.md
@@ -4,7 +4,6 @@ description: Create Mermaid diagrams for flowcharts, sequences, ERDs, and archit
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/metasploit-framework/SKILL.md b/web-app/public/skills/metasploit-framework/SKILL.md
index b10897d4..844a2e76 100644
--- a/web-app/public/skills/metasploit-framework/SKILL.md
+++ b/web-app/public/skills/metasploit-framework/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: metasploit-framework
-description: This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exp...
+description: "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Metasploit Framework
diff --git a/web-app/public/skills/micro-saas-launcher/SKILL.md b/web-app/public/skills/micro-saas-launcher/SKILL.md
index 7e94ef23..57457143 100644
--- a/web-app/public/skills/micro-saas-launcher/SKILL.md
+++ b/web-app/public/skills/micro-saas-launcher/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: micro-saas-launcher
-description: Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...
+description: "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: mobile
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Micro-SaaS Launcher
diff --git a/web-app/public/skills/microservices-patterns/SKILL.md b/web-app/public/skills/microservices-patterns/SKILL.md
index a830e3bf..6c3bf1c2 100644
--- a/web-app/public/skills/microservices-patterns/SKILL.md
+++ b/web-app/public/skills/microservices-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: microservices-patterns
-description: Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
+description: "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Microservices Patterns
diff --git a/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md b/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
index 5879aa81..4306cad5 100644
--- a/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
+++ b/web-app/public/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
@@ -4,7 +4,6 @@ description: Microsoft Entra Authentication Events SDK for .NET. Azure Functions
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Microsoft.Azure.WebJobs.Extensions.AuthenticationEvents (.NET)
diff --git a/web-app/public/skills/microsoft-teams-automation/SKILL.md b/web-app/public/skills/microsoft-teams-automation/SKILL.md
index 142269cb..39c3aff5 100644
--- a/web-app/public/skills/microsoft-teams-automation/SKILL.md
+++ b/web-app/public/skills/microsoft-teams-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: microsoft-teams-automation
-description: 'Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.'
+description: "Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Microsoft Teams Automation via Rube MCP
diff --git a/web-app/public/skills/minecraft-bukkit-pro/SKILL.md b/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
index b9901e9c..66b677c8 100644
--- a/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
+++ b/web-app/public/skills/minecraft-bukkit-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Minecraft server plugin development with Bukkit, Spigot, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/miro-automation/SKILL.md b/web-app/public/skills/miro-automation/SKILL.md
index 9d012b60..c55b1932 100644
--- a/web-app/public/skills/miro-automation/SKILL.md
+++ b/web-app/public/skills/miro-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: miro-automation
-description: 'Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.'
+description: "Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Miro Automation via Rube MCP
diff --git a/web-app/public/skills/mixpanel-automation/SKILL.md b/web-app/public/skills/mixpanel-automation/SKILL.md
index 6eb4789e..d8ff5a6b 100644
--- a/web-app/public/skills/mixpanel-automation/SKILL.md
+++ b/web-app/public/skills/mixpanel-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mixpanel-automation
-description: 'Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.'
+description: "Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Mixpanel Automation via Rube MCP
diff --git a/web-app/public/skills/ml-engineer/SKILL.md b/web-app/public/skills/ml-engineer/SKILL.md
index 96895203..ac7d6385 100644
--- a/web-app/public/skills/ml-engineer/SKILL.md
+++ b/web-app/public/skills/ml-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production ML systems with PyTorch 2.x, TensorFlow, and moder
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/ml-pipeline-workflow/SKILL.md b/web-app/public/skills/ml-pipeline-workflow/SKILL.md
index 21074ad3..16786220 100644
--- a/web-app/public/skills/ml-pipeline-workflow/SKILL.md
+++ b/web-app/public/skills/ml-pipeline-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ml-pipeline-workflow
-description: Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...
+description: "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # ML Pipeline Workflow
diff --git a/web-app/public/skills/mlops-engineer/SKILL.md b/web-app/public/skills/mlops-engineer/SKILL.md
index d209c180..aabf303c 100644
--- a/web-app/public/skills/mlops-engineer/SKILL.md
+++ b/web-app/public/skills/mlops-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build comprehensive ML pipelines, experiment tracking, and model re
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/mobile-design/SKILL.md b/web-app/public/skills/mobile-design/SKILL.md
index e7fe9892..9f39db7e 100644
--- a/web-app/public/skills/mobile-design/SKILL.md
+++ b/web-app/public/skills/mobile-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mobile-design
-description: Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
+description: "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 # Mobile Design System
 
diff --git a/web-app/public/skills/mobile-developer/SKILL.md b/web-app/public/skills/mobile-developer/SKILL.md
index e02d498e..551d463b 100644
--- a/web-app/public/skills/mobile-developer/SKILL.md
+++ b/web-app/public/skills/mobile-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Develop React Native, Flutter, or native mobile apps with modern ar
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/mobile-security-coder/SKILL.md b/web-app/public/skills/mobile-security-coder/SKILL.md
index a438f89f..39f58c36 100644
--- a/web-app/public/skills/mobile-security-coder/SKILL.md
+++ b/web-app/public/skills/mobile-security-coder/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in secure mobile coding practices specializing in input vali
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/modern-javascript-patterns/SKILL.md b/web-app/public/skills/modern-javascript-patterns/SKILL.md
index 7342f81f..ec2ea0f6 100644
--- a/web-app/public/skills/modern-javascript-patterns/SKILL.md
+++ b/web-app/public/skills/modern-javascript-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: modern-javascript-patterns
-description: Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...
+description: "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Modern JavaScript Patterns
diff --git a/web-app/public/skills/monday-automation/SKILL.md b/web-app/public/skills/monday-automation/SKILL.md
index eec531b6..008b93d1 100644
--- a/web-app/public/skills/monday-automation/SKILL.md
+++ b/web-app/public/skills/monday-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: monday-automation
-description: Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Monday.com Automation via Rube MCP
diff --git a/web-app/public/skills/moodle-external-api-development/SKILL.md b/web-app/public/skills/moodle-external-api-development/SKILL.md
index 4539dda6..3d0e43e4 100644
--- a/web-app/public/skills/moodle-external-api-development/SKILL.md
+++ b/web-app/public/skills/moodle-external-api-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: moodle-external-api-development
-description: Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...
+description: "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Moodle External API Development
diff --git a/web-app/public/skills/mtls-configuration/SKILL.md b/web-app/public/skills/mtls-configuration/SKILL.md
index 65c1bdcf..8eb97d25 100644
--- a/web-app/public/skills/mtls-configuration/SKILL.md
+++ b/web-app/public/skills/mtls-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: mtls-configuration
-description: Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
+description: "Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # mTLS Configuration
diff --git a/web-app/public/skills/multi-agent-brainstorming/SKILL.md b/web-app/public/skills/multi-agent-brainstorming/SKILL.md
index dcc99cd2..dbdbebd0 100644
--- a/web-app/public/skills/multi-agent-brainstorming/SKILL.md
+++ b/web-app/public/skills/multi-agent-brainstorming/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-agent-brainstorming
-description: Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
+description: "Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Brainstorming (Structured Design Review)
diff --git a/web-app/public/skills/multi-cloud-architecture/SKILL.md b/web-app/public/skills/multi-cloud-architecture/SKILL.md
index 0fbf201b..837c5c09 100644
--- a/web-app/public/skills/multi-cloud-architecture/SKILL.md
+++ b/web-app/public/skills/multi-cloud-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-cloud-architecture
-description: Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
+description: "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Multi-Cloud Architecture
diff --git a/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md b/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
index de777208..2d06bee6 100644
--- a/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
+++ b/web-app/public/skills/multi-platform-apps-multi-platform/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: multi-platform-apps-multi-platform
-description: Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
+description: "Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Multi-Platform Feature Development Workflow
diff --git a/web-app/public/skills/n8n-code-python/SKILL.md b/web-app/public/skills/n8n-code-python/SKILL.md
index db1560d2..ef4d5e2d 100644
--- a/web-app/public/skills/n8n-code-python/SKILL.md
+++ b/web-app/public/skills/n8n-code-python/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-code-python
-description: Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
+description: "Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python"
+date_added: "2026-02-27"
 ---
 
 # Python Code Node (Beta)
diff --git a/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md b/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
index 4bfffe17..d806c319 100644
--- a/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
+++ b/web-app/public/skills/n8n-mcp-tools-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-mcp-tools-expert
-description: Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
+description: "Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele..."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert
-date_added: '2026-02-27'
-category: automation
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert"
+date_added: "2026-02-27"
 ---
 
 # n8n MCP Tools Expert
diff --git a/web-app/public/skills/n8n-node-configuration/SKILL.md b/web-app/public/skills/n8n-node-configuration/SKILL.md
index 1e0dafbf..97e59ec9 100644
--- a/web-app/public/skills/n8n-node-configuration/SKILL.md
+++ b/web-app/public/skills/n8n-node-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: n8n-node-configuration
-description: Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...
+description: "Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo..."
 risk: safe
-source: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration"
+date_added: "2026-02-27"
 ---
 
 # n8n Node Configuration
diff --git a/web-app/public/skills/nanobanana-ppt-skills/SKILL.md b/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
index 5c09a970..bb7f1e56 100644
--- a/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
+++ b/web-app/public/skills/nanobanana-ppt-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nanobanana-ppt-skills
-description: AI-powered PPT generation with document analysis and styled images
+description: "AI-powered PPT generation with document analysis and styled images"
 risk: safe
-source: https://github.com/op7418/NanoBanana-PPT-Skills
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/op7418/NanoBanana-PPT-Skills"
+date_added: "2026-02-27"
 ---
 
 # Nanobanana Ppt Skills
diff --git a/web-app/public/skills/neon-postgres/SKILL.md b/web-app/public/skills/neon-postgres/SKILL.md
index 41171000..2ef3e006 100644
--- a/web-app/public/skills/neon-postgres/SKILL.md
+++ b/web-app/public/skills/neon-postgres/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: neon-postgres
-description: 'Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...'
+description: "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: database
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Neon Postgres
diff --git a/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md b/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
index e7340601..d059847d 100644
--- a/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
+++ b/web-app/public/skills/nerdzao-elite-gemini-high/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nerdzao-elite-gemini-high
-description: Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
+description: "Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # @nerdzao-elite-gemini-high
diff --git a/web-app/public/skills/nerdzao-elite/SKILL.md b/web-app/public/skills/nerdzao-elite/SKILL.md
index 397081fe..a246bf3e 100644
--- a/web-app/public/skills/nerdzao-elite/SKILL.md
+++ b/web-app/public/skills/nerdzao-elite/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nerdzao-elite
-description: Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
+description: "Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # @nerdzao-elite
diff --git a/web-app/public/skills/network-101/SKILL.md b/web-app/public/skills/network-101/SKILL.md
index f6a6f6bb..63d52f61 100644
--- a/web-app/public/skills/network-101/SKILL.md
+++ b/web-app/public/skills/network-101/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: network-101
-description: This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or ne...
+description: "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Network 101
diff --git a/web-app/public/skills/network-engineer/SKILL.md b/web-app/public/skills/network-engineer/SKILL.md
index 70718aff..6ee44886 100644
--- a/web-app/public/skills/network-engineer/SKILL.md
+++ b/web-app/public/skills/network-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert network engineer specializing in modern cloud networking, se
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/nextjs-app-router-patterns/SKILL.md b/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
index c1e3cebb..dc700acf 100644
--- a/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
+++ b/web-app/public/skills/nextjs-app-router-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-app-router-patterns
-description: Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
+description: "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Next.js App Router Patterns
diff --git a/web-app/public/skills/nextjs-best-practices/SKILL.md b/web-app/public/skills/nextjs-best-practices/SKILL.md
index 426fcd1c..059d5b2c 100644
--- a/web-app/public/skills/nextjs-best-practices/SKILL.md
+++ b/web-app/public/skills/nextjs-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-best-practices
-description: Next.js App Router principles. Server Components, data fetching, routing patterns.
+description: "Next.js App Router principles. Server Components, data fetching, routing patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Next.js Best Practices
diff --git a/web-app/public/skills/nextjs-supabase-auth/SKILL.md b/web-app/public/skills/nextjs-supabase-auth/SKILL.md
index 33f2a9de..513b826c 100644
--- a/web-app/public/skills/nextjs-supabase-auth/SKILL.md
+++ b/web-app/public/skills/nextjs-supabase-auth/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nextjs-supabase-auth
-description: 'Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.'
+description: "Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Next.js + Supabase Auth
diff --git a/web-app/public/skills/nft-standards/SKILL.md b/web-app/public/skills/nft-standards/SKILL.md
index 18de4c21..4dffb6eb 100644
--- a/web-app/public/skills/nft-standards/SKILL.md
+++ b/web-app/public/skills/nft-standards/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nft-standards
-description: Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...
+description: "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # NFT Standards
diff --git a/web-app/public/skills/nodejs-backend-patterns/SKILL.md b/web-app/public/skills/nodejs-backend-patterns/SKILL.md
index 188292b4..11aec8f7 100644
--- a/web-app/public/skills/nodejs-backend-patterns/SKILL.md
+++ b/web-app/public/skills/nodejs-backend-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nodejs-backend-patterns
-description: Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
+description: "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Node.js Backend Patterns
diff --git a/web-app/public/skills/nodejs-best-practices/SKILL.md b/web-app/public/skills/nodejs-best-practices/SKILL.md
index 343674d7..9d343714 100644
--- a/web-app/public/skills/nodejs-best-practices/SKILL.md
+++ b/web-app/public/skills/nodejs-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nodejs-best-practices
-description: Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
+description: "Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Node.js Best Practices
diff --git a/web-app/public/skills/nosql-expert/SKILL.md b/web-app/public/skills/nosql-expert/SKILL.md
index fd8f5c60..e0bf3745 100644
--- a/web-app/public/skills/nosql-expert/SKILL.md
+++ b/web-app/public/skills/nosql-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: nosql-expert
-description: Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
+description: "Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # NoSQL Expert Patterns (Cassandra & DynamoDB)
diff --git a/web-app/public/skills/notebooklm/SKILL.md b/web-app/public/skills/notebooklm/SKILL.md
index 6e4d6e03..67383c4d 100644
--- a/web-app/public/skills/notebooklm/SKILL.md
+++ b/web-app/public/skills/notebooklm/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notebooklm
-description: Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
+description: "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth...."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # NotebookLM Research Assistant Skill
diff --git a/web-app/public/skills/notion-automation/SKILL.md b/web-app/public/skills/notion-automation/SKILL.md
index 85f896e7..93ca24bf 100644
--- a/web-app/public/skills/notion-automation/SKILL.md
+++ b/web-app/public/skills/notion-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notion-automation
-description: 'Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.'
+description: "Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Notion Automation via Rube MCP
diff --git a/web-app/public/skills/notion-template-business/SKILL.md b/web-app/public/skills/notion-template-business/SKILL.md
index ebc04940..ef1905bf 100644
--- a/web-app/public/skills/notion-template-business/SKILL.md
+++ b/web-app/public/skills/notion-template-business/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: notion-template-business
-description: Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
+description: "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Notion Template Business
diff --git a/web-app/public/skills/observability-engineer/SKILL.md b/web-app/public/skills/observability-engineer/SKILL.md
index a5f1e973..2240bf2d 100644
--- a/web-app/public/skills/observability-engineer/SKILL.md
+++ b/web-app/public/skills/observability-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Build production-ready monitoring, logging, and tracing systems. Im
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.
 
diff --git a/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md b/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
index 5cc9adfc..f7e61b3a 100644
--- a/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
+++ b/web-app/public/skills/observability-monitoring-monitor-setup/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observability-monitoring-monitor-setup
-description: You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da
+description: "You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Monitoring and Observability Setup
diff --git a/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md b/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
index 5d5fa0cf..4b9f1a61 100644
--- a/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
+++ b/web-app/public/skills/observability-monitoring-slo-implement/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observability-monitoring-slo-implement
-description: You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
+description: "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # SLO Implementation Guide
diff --git a/web-app/public/skills/observe-whatsapp/SKILL.md b/web-app/public/skills/observe-whatsapp/SKILL.md
index 7544d4c5..0010b24c 100644
--- a/web-app/public/skills/observe-whatsapp/SKILL.md
+++ b/web-app/public/skills/observe-whatsapp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: observe-whatsapp
-description: 'Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...'
+description: "Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f..."
 risk: safe
-source: https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp"
+date_added: "2026-02-27"
 ---
 
 # Observe WhatsApp
diff --git a/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md b/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
index 01edf3d8..f271f8e8 100644
--- a/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
+++ b/web-app/public/skills/obsidian-clipper-template-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: obsidian-clipper-template-creator
-description: Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
+description: "Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Obsidian Web Clipper Template Creator
diff --git a/web-app/public/skills/on-call-handoff-patterns/SKILL.md b/web-app/public/skills/on-call-handoff-patterns/SKILL.md
index 9729b1ac..3a017ffc 100644
--- a/web-app/public/skills/on-call-handoff-patterns/SKILL.md
+++ b/web-app/public/skills/on-call-handoff-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: on-call-handoff-patterns
-description: Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...
+description: "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # On-Call Handoff Patterns
diff --git a/web-app/public/skills/one-drive-automation/SKILL.md b/web-app/public/skills/one-drive-automation/SKILL.md
index 5f5be5ea..4057b248 100644
--- a/web-app/public/skills/one-drive-automation/SKILL.md
+++ b/web-app/public/skills/one-drive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: one-drive-automation
-description: Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # OneDrive Automation via Rube MCP
diff --git a/web-app/public/skills/openapi-spec-generation/SKILL.md b/web-app/public/skills/openapi-spec-generation/SKILL.md
index 06c0dc4b..91fbd7ea 100644
--- a/web-app/public/skills/openapi-spec-generation/SKILL.md
+++ b/web-app/public/skills/openapi-spec-generation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: openapi-spec-generation
-description: Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
+description: "Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # OpenAPI Spec Generation
diff --git a/web-app/public/skills/outlook-automation/SKILL.md b/web-app/public/skills/outlook-automation/SKILL.md
index 2d1a3efe..677caeae 100644
--- a/web-app/public/skills/outlook-automation/SKILL.md
+++ b/web-app/public/skills/outlook-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: outlook-automation
-description: 'Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.'
+description: "Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Outlook Automation via Rube MCP
diff --git a/web-app/public/skills/outlook-calendar-automation/SKILL.md b/web-app/public/skills/outlook-calendar-automation/SKILL.md
index 6e0c8440..a056c0d7 100644
--- a/web-app/public/skills/outlook-calendar-automation/SKILL.md
+++ b/web-app/public/skills/outlook-calendar-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: outlook-calendar-automation
-description: 'Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.'
+description: "Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Outlook Calendar Automation via Rube MCP
diff --git a/web-app/public/skills/page-cro/SKILL.md b/web-app/public/skills/page-cro/SKILL.md
index fb07b28b..69be3093 100644
--- a/web-app/public/skills/page-cro/SKILL.md
+++ b/web-app/public/skills/page-cro/SKILL.md
@@ -4,7 +4,6 @@ description: Analyze and optimize individual pages for conversion performance.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 # Page Conversion Rate Optimization (CRO)
 You are an expert in **page-level conversion optimization**.
diff --git a/web-app/public/skills/pagerduty-automation/SKILL.md b/web-app/public/skills/pagerduty-automation/SKILL.md
index 0ae46884..8b1627cd 100644
--- a/web-app/public/skills/pagerduty-automation/SKILL.md
+++ b/web-app/public/skills/pagerduty-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pagerduty-automation
-description: 'Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.'
+description: "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # PagerDuty Automation via Rube MCP
diff --git a/web-app/public/skills/paid-ads/SKILL.md b/web-app/public/skills/paid-ads/SKILL.md
index 68960f29..c2667999 100644
--- a/web-app/public/skills/paid-ads/SKILL.md
+++ b/web-app/public/skills/paid-ads/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paid-ads
-description: When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...
+description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Paid Ads
diff --git a/web-app/public/skills/parallel-agents/SKILL.md b/web-app/public/skills/parallel-agents/SKILL.md
index e7de28fb..5d8a939d 100644
--- a/web-app/public/skills/parallel-agents/SKILL.md
+++ b/web-app/public/skills/parallel-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: parallel-agents
-description: Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
+description: "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Native Parallel Agents
diff --git a/web-app/public/skills/payment-integration/SKILL.md b/web-app/public/skills/payment-integration/SKILL.md
index 0e79033a..714cd343 100644
--- a/web-app/public/skills/payment-integration/SKILL.md
+++ b/web-app/public/skills/payment-integration/SKILL.md
@@ -4,7 +4,6 @@ description: Integrate Stripe, PayPal, and payment processors. Handles checkout
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/paypal-integration/SKILL.md b/web-app/public/skills/paypal-integration/SKILL.md
index 6d44ce15..d01c3f3e 100644
--- a/web-app/public/skills/paypal-integration/SKILL.md
+++ b/web-app/public/skills/paypal-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paypal-integration
-description: Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...
+description: "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # PayPal Integration
diff --git a/web-app/public/skills/paywall-upgrade-cro/SKILL.md b/web-app/public/skills/paywall-upgrade-cro/SKILL.md
index e34e7170..f1626833 100644
--- a/web-app/public/skills/paywall-upgrade-cro/SKILL.md
+++ b/web-app/public/skills/paywall-upgrade-cro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: paywall-upgrade-cro
-description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal,...
+description: "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Paywall and Upgrade Screen CRO
diff --git a/web-app/public/skills/pci-compliance/SKILL.md b/web-app/public/skills/pci-compliance/SKILL.md
index 5b2a4d2c..468545d5 100644
--- a/web-app/public/skills/pci-compliance/SKILL.md
+++ b/web-app/public/skills/pci-compliance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pci-compliance
-description: Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...
+description: "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # PCI Compliance
diff --git a/web-app/public/skills/pdf-official/SKILL.md b/web-app/public/skills/pdf-official/SKILL.md
index accac911..49f27f29 100644
--- a/web-app/public/skills/pdf-official/SKILL.md
+++ b/web-app/public/skills/pdf-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pdf-official
-description: Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...
+description: "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # PDF Processing Guide
diff --git a/web-app/public/skills/pentest-checklist/SKILL.md b/web-app/public/skills/pentest-checklist/SKILL.md
index 46a1923d..db3c5e8f 100644
--- a/web-app/public/skills/pentest-checklist/SKILL.md
+++ b/web-app/public/skills/pentest-checklist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pentest-checklist
-description: This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "foll...
+description: "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Pentest Checklist
diff --git a/web-app/public/skills/pentest-commands/SKILL.md b/web-app/public/skills/pentest-commands/SKILL.md
index 6af6ff8e..541b5fb4 100644
--- a/web-app/public/skills/pentest-commands/SKILL.md
+++ b/web-app/public/skills/pentest-commands/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pentest-commands
-description: This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities ...
+description: "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Pentest Commands
diff --git a/web-app/public/skills/performance-engineer/SKILL.md b/web-app/public/skills/performance-engineer/SKILL.md
index 2dc193e9..d2d110bb 100644
--- a/web-app/public/skills/performance-engineer/SKILL.md
+++ b/web-app/public/skills/performance-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-engineer
-description: Expert performance engineer specializing in modern observability,
+description: "Expert performance engineer specializing in modern observability,"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 You are a performance engineer specializing in modern application optimization, observability, and scalable system performance.
 
diff --git a/web-app/public/skills/performance-profiling/SKILL.md b/web-app/public/skills/performance-profiling/SKILL.md
index 25fc5e75..728cb503 100644
--- a/web-app/public/skills/performance-profiling/SKILL.md
+++ b/web-app/public/skills/performance-profiling/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-profiling
-description: Performance profiling principles. Measurement, analysis, and optimization techniques.
+description: "Performance profiling principles. Measurement, analysis, and optimization techniques."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Performance Profiling
diff --git a/web-app/public/skills/performance-testing-review-ai-review/SKILL.md b/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
index 8c1c22c9..1a656b2e 100644
--- a/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
+++ b/web-app/public/skills/performance-testing-review-ai-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-testing-review-ai-review
-description: You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
+description: "You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # AI-Powered Code Review Specialist
diff --git a/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md b/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
index c745a852..6df2c65d 100644
--- a/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
+++ b/web-app/public/skills/performance-testing-review-multi-agent-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: performance-testing-review-multi-agent-review
-description: Use when working with performance testing review multi agent review
+description: "Use when working with performance testing review multi agent review"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Multi-Agent Code Review Orchestration Tool
diff --git a/web-app/public/skills/php-pro/SKILL.md b/web-app/public/skills/php-pro/SKILL.md
index 5f7212e8..fb38f4ff 100644
--- a/web-app/public/skills/php-pro/SKILL.md
+++ b/web-app/public/skills/php-pro/SKILL.md
@@ -10,7 +10,6 @@ description: 'Write idiomatic PHP code with generators, iterators, SPL data
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/pipedrive-automation/SKILL.md b/web-app/public/skills/pipedrive-automation/SKILL.md
index 26e54446..f9160c28 100644
--- a/web-app/public/skills/pipedrive-automation/SKILL.md
+++ b/web-app/public/skills/pipedrive-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pipedrive-automation
-description: Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Pipedrive Automation via Rube MCP
diff --git a/web-app/public/skills/plaid-fintech/SKILL.md b/web-app/public/skills/plaid-fintech/SKILL.md
index e4980cf6..4e9dae6d 100644
--- a/web-app/public/skills/plaid-fintech/SKILL.md
+++ b/web-app/public/skills/plaid-fintech/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: plaid-fintech
-description: Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...
+description: "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Plaid Fintech
diff --git a/web-app/public/skills/plan-writing/SKILL.md b/web-app/public/skills/plan-writing/SKILL.md
index 5be08644..c36c0d01 100644
--- a/web-app/public/skills/plan-writing/SKILL.md
+++ b/web-app/public/skills/plan-writing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: plan-writing
-description: Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
+description: "Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Plan Writing
diff --git a/web-app/public/skills/planning-with-files/SKILL.md b/web-app/public/skills/planning-with-files/SKILL.md
index aa9b4ec1..433ed3fa 100644
--- a/web-app/public/skills/planning-with-files/SKILL.md
+++ b/web-app/public/skills/planning-with-files/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: planning-with-files
-description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...
+description: "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Planning with Files
diff --git a/web-app/public/skills/playwright-skill/SKILL.md b/web-app/public/skills/playwright-skill/SKILL.md
index 0a4298a3..a98bffe4 100644
--- a/web-app/public/skills/playwright-skill/SKILL.md
+++ b/web-app/public/skills/playwright-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: playwright-skill
-description: Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
+description: "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 **IMPORTANT - Path Resolution:**
diff --git a/web-app/public/skills/podcast-generation/SKILL.md b/web-app/public/skills/podcast-generation/SKILL.md
index d49a2215..7ca5bbf9 100644
--- a/web-app/public/skills/podcast-generation/SKILL.md
+++ b/web-app/public/skills/podcast-generation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: podcast-generation
-description: Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...
+description: "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Podcast Generation with GPT Realtime Mini
diff --git a/web-app/public/skills/popup-cro/SKILL.md b/web-app/public/skills/popup-cro/SKILL.md
index 0c77c499..5dd86483 100644
--- a/web-app/public/skills/popup-cro/SKILL.md
+++ b/web-app/public/skills/popup-cro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: popup-cro
-description: Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
+description: "Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 # Popup CRO
 
diff --git a/web-app/public/skills/posix-shell-pro/SKILL.md b/web-app/public/skills/posix-shell-pro/SKILL.md
index 137d4951..89a2c361 100644
--- a/web-app/public/skills/posix-shell-pro/SKILL.md
+++ b/web-app/public/skills/posix-shell-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Expert in strict POSIX sh scripting for maximum portability across
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/postgres-best-practices/SKILL.md b/web-app/public/skills/postgres-best-practices/SKILL.md
index 773471c6..9400a4e4 100644
--- a/web-app/public/skills/postgres-best-practices/SKILL.md
+++ b/web-app/public/skills/postgres-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postgres-best-practices
-description: Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
+description: "Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Supabase Postgres Best Practices
diff --git a/web-app/public/skills/postgresql/SKILL.md b/web-app/public/skills/postgresql/SKILL.md
index b2ecd307..04f5c13c 100644
--- a/web-app/public/skills/postgresql/SKILL.md
+++ b/web-app/public/skills/postgresql/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postgresql
-description: Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
+description: "Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # PostgreSQL Table Design 
diff --git a/web-app/public/skills/posthog-automation/SKILL.md b/web-app/public/skills/posthog-automation/SKILL.md
index 82b0d96d..cbdc173c 100644
--- a/web-app/public/skills/posthog-automation/SKILL.md
+++ b/web-app/public/skills/posthog-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: posthog-automation
-description: 'Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.'
+description: "Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # PostHog Automation via Rube MCP
diff --git a/web-app/public/skills/postmark-automation/SKILL.md b/web-app/public/skills/postmark-automation/SKILL.md
index 5e1e8307..d0465f2e 100644
--- a/web-app/public/skills/postmark-automation/SKILL.md
+++ b/web-app/public/skills/postmark-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postmark-automation
-description: 'Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.'
+description: "Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Postmark Automation via Rube MCP
diff --git a/web-app/public/skills/postmortem-writing/SKILL.md b/web-app/public/skills/postmortem-writing/SKILL.md
index d07b7cb5..8be3e9db 100644
--- a/web-app/public/skills/postmortem-writing/SKILL.md
+++ b/web-app/public/skills/postmortem-writing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: postmortem-writing
-description: Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...
+description: "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Postmortem Writing
diff --git a/web-app/public/skills/pptx-official/SKILL.md b/web-app/public/skills/pptx-official/SKILL.md
index fbe7b2df..40c53c73 100644
--- a/web-app/public/skills/pptx-official/SKILL.md
+++ b/web-app/public/skills/pptx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pptx-official
-description: 'Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...'
+description: "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # PPTX creation, editing, and analysis
diff --git a/web-app/public/skills/prisma-expert/SKILL.md b/web-app/public/skills/prisma-expert/SKILL.md
index e64c91d2..f22bdf48 100644
--- a/web-app/public/skills/prisma-expert/SKILL.md
+++ b/web-app/public/skills/prisma-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prisma-expert
-description: Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
+description: "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Prisma Expert
diff --git a/web-app/public/skills/production-code-audit/SKILL.md b/web-app/public/skills/production-code-audit/SKILL.md
index 1097da42..6e7067d0 100644
--- a/web-app/public/skills/production-code-audit/SKILL.md
+++ b/web-app/public/skills/production-code-audit/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: production-code-audit
-description: Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
+description: "Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Production Code Audit
diff --git a/web-app/public/skills/programmatic-seo/SKILL.md b/web-app/public/skills/programmatic-seo/SKILL.md
index d34bc87b..eddedb4c 100644
--- a/web-app/public/skills/programmatic-seo/SKILL.md
+++ b/web-app/public/skills/programmatic-seo/SKILL.md
@@ -4,7 +4,6 @@ description: Design and evaluate programmatic SEO strategies for creating SEO-dr
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ---
diff --git a/web-app/public/skills/projection-patterns/SKILL.md b/web-app/public/skills/projection-patterns/SKILL.md
index 0a056e38..a3856df7 100644
--- a/web-app/public/skills/projection-patterns/SKILL.md
+++ b/web-app/public/skills/projection-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: projection-patterns
-description: Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
+description: "Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Projection Patterns
diff --git a/web-app/public/skills/prometheus-configuration/SKILL.md b/web-app/public/skills/prometheus-configuration/SKILL.md
index f24dacda..d700a811 100644
--- a/web-app/public/skills/prometheus-configuration/SKILL.md
+++ b/web-app/public/skills/prometheus-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prometheus-configuration
-description: Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
+description: "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Prometheus Configuration
diff --git a/web-app/public/skills/prompt-caching/SKILL.md b/web-app/public/skills/prompt-caching/SKILL.md
index a6a5d8b8..eece0066 100644
--- a/web-app/public/skills/prompt-caching/SKILL.md
+++ b/web-app/public/skills/prompt-caching/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prompt-caching
-description: 'Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...'
+description: "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Prompt Caching
diff --git a/web-app/public/skills/prompt-engineering-patterns/SKILL.md b/web-app/public/skills/prompt-engineering-patterns/SKILL.md
index 280d7bf3..bef3d6bf 100644
--- a/web-app/public/skills/prompt-engineering-patterns/SKILL.md
+++ b/web-app/public/skills/prompt-engineering-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: prompt-engineering-patterns
-description: Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
+description: "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Prompt Engineering Patterns
diff --git a/web-app/public/skills/protocol-reverse-engineering/SKILL.md b/web-app/public/skills/protocol-reverse-engineering/SKILL.md
index 5481a6fe..2bc5e301 100644
--- a/web-app/public/skills/protocol-reverse-engineering/SKILL.md
+++ b/web-app/public/skills/protocol-reverse-engineering/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: protocol-reverse-engineering
-description: Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...
+description: "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Protocol Reverse Engineering
diff --git a/web-app/public/skills/pydantic-models-py/SKILL.md b/web-app/public/skills/pydantic-models-py/SKILL.md
index a66ae7b9..9b00336a 100644
--- a/web-app/public/skills/pydantic-models-py/SKILL.md
+++ b/web-app/public/skills/pydantic-models-py/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pydantic-models-py
-description: Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
+description: "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Pydantic Models
diff --git a/web-app/public/skills/pypict-skill/SKILL.md b/web-app/public/skills/pypict-skill/SKILL.md
index 3dc43576..aeec5c82 100644
--- a/web-app/public/skills/pypict-skill/SKILL.md
+++ b/web-app/public/skills/pypict-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: pypict-skill
-description: Pairwise test generation
+description: "Pairwise test generation"
 risk: safe
-source: https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md
-date_added: '2026-02-27'
-category: testing
+source: "https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md"
+date_added: "2026-02-27"
 ---
 
 # Pypict Skill
diff --git a/web-app/public/skills/python-development-python-scaffold/SKILL.md b/web-app/public/skills/python-development-python-scaffold/SKILL.md
index 369bbd26..ee81c7ec 100644
--- a/web-app/public/skills/python-development-python-scaffold/SKILL.md
+++ b/web-app/public/skills/python-development-python-scaffold/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-development-python-scaffold
-description: You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
+description: "You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Project Scaffolding
diff --git a/web-app/public/skills/python-packaging/SKILL.md b/web-app/public/skills/python-packaging/SKILL.md
index 06c9eee3..9a1695fb 100644
--- a/web-app/public/skills/python-packaging/SKILL.md
+++ b/web-app/public/skills/python-packaging/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-packaging
-description: Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...
+description: "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Packaging
diff --git a/web-app/public/skills/python-patterns/SKILL.md b/web-app/public/skills/python-patterns/SKILL.md
index a3deb7c0..175970b4 100644
--- a/web-app/public/skills/python-patterns/SKILL.md
+++ b/web-app/public/skills/python-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-patterns
-description: Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
+description: "Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Patterns
diff --git a/web-app/public/skills/python-performance-optimization/SKILL.md b/web-app/public/skills/python-performance-optimization/SKILL.md
index d7289c81..f0eae236 100644
--- a/web-app/public/skills/python-performance-optimization/SKILL.md
+++ b/web-app/public/skills/python-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-performance-optimization
-description: Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
+description: "Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Python Performance Optimization
diff --git a/web-app/public/skills/python-pro/SKILL.md b/web-app/public/skills/python-pro/SKILL.md
index 0ea49238..bf3876eb 100644
--- a/web-app/public/skills/python-pro/SKILL.md
+++ b/web-app/public/skills/python-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Python 3.12+ with modern features, async programming, perfor
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.
 
diff --git a/web-app/public/skills/python-testing-patterns/SKILL.md b/web-app/public/skills/python-testing-patterns/SKILL.md
index 998d55ce..0cf31b20 100644
--- a/web-app/public/skills/python-testing-patterns/SKILL.md
+++ b/web-app/public/skills/python-testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: python-testing-patterns
-description: Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
+description: "Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Python Testing Patterns
diff --git a/web-app/public/skills/quality-nonconformance/SKILL.md b/web-app/public/skills/quality-nonconformance/SKILL.md
index d48cafda..2c660ca2 100644
--- a/web-app/public/skills/quality-nonconformance/SKILL.md
+++ b/web-app/public/skills/quality-nonconformance/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for quality control, non-conformance investigati
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: database
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/quant-analyst/SKILL.md b/web-app/public/skills/quant-analyst/SKILL.md
index 32160e2e..3a0d4058 100644
--- a/web-app/public/skills/quant-analyst/SKILL.md
+++ b/web-app/public/skills/quant-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Build financial models, backtest trading strategies, and analyze ma
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: data-science
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/radix-ui-design-system/SKILL.md b/web-app/public/skills/radix-ui-design-system/SKILL.md
index a5517647..0c2e81ae 100644
--- a/web-app/public/skills/radix-ui-design-system/SKILL.md
+++ b/web-app/public/skills/radix-ui-design-system/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: radix-ui-design-system
-description: Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
+description: "Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Radix UI Design System
diff --git a/web-app/public/skills/rag-engineer/SKILL.md b/web-app/public/skills/rag-engineer/SKILL.md
index 7bfd2211..a0e5bcad 100644
--- a/web-app/public/skills/rag-engineer/SKILL.md
+++ b/web-app/public/skills/rag-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: rag-engineer
-description: 'Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...'
+description: "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # RAG Engineer
diff --git a/web-app/public/skills/react-best-practices/SKILL.md b/web-app/public/skills/react-best-practices/SKILL.md
index 1a19bf31..bd04c79b 100644
--- a/web-app/public/skills/react-best-practices/SKILL.md
+++ b/web-app/public/skills/react-best-practices/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-best-practices
-description: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...
+description: "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Vercel React Best Practices
diff --git a/web-app/public/skills/react-flow-architect/SKILL.md b/web-app/public/skills/react-flow-architect/SKILL.md
index c81e1720..6e3b31ba 100644
--- a/web-app/public/skills/react-flow-architect/SKILL.md
+++ b/web-app/public/skills/react-flow-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-flow-architect
-description: Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
+description: "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # ReactFlow Architect
diff --git a/web-app/public/skills/react-flow-node-ts/SKILL.md b/web-app/public/skills/react-flow-node-ts/SKILL.md
index 8090d0bb..284a5592 100644
--- a/web-app/public/skills/react-flow-node-ts/SKILL.md
+++ b/web-app/public/skills/react-flow-node-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-flow-node-ts
-description: Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
+description: "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Flow Node
diff --git a/web-app/public/skills/react-modernization/SKILL.md b/web-app/public/skills/react-modernization/SKILL.md
index 4dbd5469..cc7e5212 100644
--- a/web-app/public/skills/react-modernization/SKILL.md
+++ b/web-app/public/skills/react-modernization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-modernization
-description: Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...
+description: "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Modernization
diff --git a/web-app/public/skills/react-native-architecture/SKILL.md b/web-app/public/skills/react-native-architecture/SKILL.md
index c974f92d..283d61d5 100644
--- a/web-app/public/skills/react-native-architecture/SKILL.md
+++ b/web-app/public/skills/react-native-architecture/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-native-architecture
-description: Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...
+description: "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # React Native Architecture
diff --git a/web-app/public/skills/react-patterns/SKILL.md b/web-app/public/skills/react-patterns/SKILL.md
index 9a396175..6bb975ea 100644
--- a/web-app/public/skills/react-patterns/SKILL.md
+++ b/web-app/public/skills/react-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-patterns
-description: Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
+description: "Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React Patterns
diff --git a/web-app/public/skills/react-state-management/SKILL.md b/web-app/public/skills/react-state-management/SKILL.md
index 1db786ba..2d137b88 100644
--- a/web-app/public/skills/react-state-management/SKILL.md
+++ b/web-app/public/skills/react-state-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-state-management
-description: Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
+description: "Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React State Management
diff --git a/web-app/public/skills/react-ui-patterns/SKILL.md b/web-app/public/skills/react-ui-patterns/SKILL.md
index 7ee8a8c1..1b31e085 100644
--- a/web-app/public/skills/react-ui-patterns/SKILL.md
+++ b/web-app/public/skills/react-ui-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: react-ui-patterns
-description: Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
+description: "Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # React UI Patterns
diff --git a/web-app/public/skills/readme/SKILL.md b/web-app/public/skills/readme/SKILL.md
index 3f48ae85..ad093ca7 100644
--- a/web-app/public/skills/readme/SKILL.md
+++ b/web-app/public/skills/readme/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: readme
-description: When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...
+description: "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he..."
 risk: safe
-source: https://github.com/Shpigford/skills/tree/main/readme
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/Shpigford/skills/tree/main/readme"
+date_added: "2026-02-27"
 ---
 
 # README Generator
diff --git a/web-app/public/skills/receiving-code-review/SKILL.md b/web-app/public/skills/receiving-code-review/SKILL.md
index 462151bb..d06f3263 100644
--- a/web-app/public/skills/receiving-code-review/SKILL.md
+++ b/web-app/public/skills/receiving-code-review/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: receiving-code-review
-description: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...
+description: "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Code Review Reception
diff --git a/web-app/public/skills/red-team-tools/SKILL.md b/web-app/public/skills/red-team-tools/SKILL.md
index b84d62eb..9690657a 100644
--- a/web-app/public/skills/red-team-tools/SKILL.md
+++ b/web-app/public/skills/red-team-tools/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: red-team-tools
-description: This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate su...
+description: "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Red Team Tools and Methodology
diff --git a/web-app/public/skills/reddit-automation/SKILL.md b/web-app/public/skills/reddit-automation/SKILL.md
index 074333be..cb6fab71 100644
--- a/web-app/public/skills/reddit-automation/SKILL.md
+++ b/web-app/public/skills/reddit-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: reddit-automation
-description: 'Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.'
+description: "Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Reddit Automation via Rube MCP
diff --git a/web-app/public/skills/reference-builder/SKILL.md b/web-app/public/skills/reference-builder/SKILL.md
index f2ea20db..ceebfc4c 100644
--- a/web-app/public/skills/reference-builder/SKILL.md
+++ b/web-app/public/skills/reference-builder/SKILL.md
@@ -4,7 +4,6 @@ description: Creates exhaustive technical references and API documentation. Gene
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/referral-program/SKILL.md b/web-app/public/skills/referral-program/SKILL.md
index 8fed7e9f..a5f2fed8 100644
--- a/web-app/public/skills/referral-program/SKILL.md
+++ b/web-app/public/skills/referral-program/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: referral-program
-description: When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...
+description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Referral & Affiliate Programs
diff --git a/web-app/public/skills/remotion-best-practices/SKILL.md b/web-app/public/skills/remotion-best-practices/SKILL.md
index 9e911b87..7d80cc7d 100644
--- a/web-app/public/skills/remotion-best-practices/SKILL.md
+++ b/web-app/public/skills/remotion-best-practices/SKILL.md
@@ -1,11 +1,10 @@
 ---
 name: remotion-best-practices
-description: Best practices for Remotion - Video creation in React
+description: "Best practices for Remotion - Video creation in React"
 risk: unknown
 source: community
-tags: remotion, video, react, animation, composition
-date_added: '2026-02-27'
-category: web-development
+tags: "remotion, video, react, animation, composition"
+date_added: "2026-02-27"
 ---
 
 ## When to use
diff --git a/web-app/public/skills/render-automation/SKILL.md b/web-app/public/skills/render-automation/SKILL.md
index 2547b1f5..75be2283 100644
--- a/web-app/public/skills/render-automation/SKILL.md
+++ b/web-app/public/skills/render-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: render-automation
-description: 'Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.'
+description: "Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Render Automation via Rube MCP
diff --git a/web-app/public/skills/research-engineer/SKILL.md b/web-app/public/skills/research-engineer/SKILL.md
index 8a4158b9..c1690fd4 100644
--- a/web-app/public/skills/research-engineer/SKILL.md
+++ b/web-app/public/skills/research-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: research-engineer
-description: An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...
+description: "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Academic Research Engineer
diff --git a/web-app/public/skills/returns-reverse-logistics/SKILL.md b/web-app/public/skills/returns-reverse-logistics/SKILL.md
index 926a44b5..a8c8b12d 100644
--- a/web-app/public/skills/returns-reverse-logistics/SKILL.md
+++ b/web-app/public/skills/returns-reverse-logistics/SKILL.md
@@ -4,7 +4,6 @@ description: Codified expertise for returns authorisation, receipt and inspectio
 risk: safe
 source: https://github.com/ai-evos/agent-skills
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## When to Use
diff --git a/web-app/public/skills/reverse-engineer/SKILL.md b/web-app/public/skills/reverse-engineer/SKILL.md
index c62e1efb..25471253 100644
--- a/web-app/public/skills/reverse-engineer/SKILL.md
+++ b/web-app/public/skills/reverse-engineer/SKILL.md
@@ -4,7 +4,6 @@ description: Expert reverse engineer specializing in binary analysis, disassembl
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # Common RE scripting environments
diff --git a/web-app/public/skills/risk-metrics-calculation/SKILL.md b/web-app/public/skills/risk-metrics-calculation/SKILL.md
index 30127bbe..0619234f 100644
--- a/web-app/public/skills/risk-metrics-calculation/SKILL.md
+++ b/web-app/public/skills/risk-metrics-calculation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: risk-metrics-calculation
-description: Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
+description: "Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Risk Metrics Calculation
diff --git a/web-app/public/skills/ruby-pro/SKILL.md b/web-app/public/skills/ruby-pro/SKILL.md
index 1496214a..5c31d50a 100644
--- a/web-app/public/skills/ruby-pro/SKILL.md
+++ b/web-app/public/skills/ruby-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Write idiomatic Ruby code with metaprogramming, Rails patterns, and
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/rust-async-patterns/SKILL.md b/web-app/public/skills/rust-async-patterns/SKILL.md
index 445fa6e3..c5f23f94 100644
--- a/web-app/public/skills/rust-async-patterns/SKILL.md
+++ b/web-app/public/skills/rust-async-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: rust-async-patterns
-description: Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
+description: "Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Rust Async Patterns
diff --git a/web-app/public/skills/rust-pro/SKILL.md b/web-app/public/skills/rust-pro/SKILL.md
index 2c2c185a..8044632c 100644
--- a/web-app/public/skills/rust-pro/SKILL.md
+++ b/web-app/public/skills/rust-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Rust 1.75+ with modern async patterns, advanced type system
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.
 
diff --git a/web-app/public/skills/saga-orchestration/SKILL.md b/web-app/public/skills/saga-orchestration/SKILL.md
index 63321330..59dfd9e0 100644
--- a/web-app/public/skills/saga-orchestration/SKILL.md
+++ b/web-app/public/skills/saga-orchestration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: saga-orchestration
-description: Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...
+description: "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Saga Orchestration
diff --git a/web-app/public/skills/sales-automator/SKILL.md b/web-app/public/skills/sales-automator/SKILL.md
index e3a27b93..cd2c0b3c 100644
--- a/web-app/public/skills/sales-automator/SKILL.md
+++ b/web-app/public/skills/sales-automator/SKILL.md
@@ -10,7 +10,6 @@ description: 'Draft cold emails, follow-ups, and proposal templates. Creates
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/salesforce-automation/SKILL.md b/web-app/public/skills/salesforce-automation/SKILL.md
index 03d90a5a..7d48b4b5 100644
--- a/web-app/public/skills/salesforce-automation/SKILL.md
+++ b/web-app/public/skills/salesforce-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: salesforce-automation
-description: 'Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.'
+description: "Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Salesforce Automation via Rube MCP
diff --git a/web-app/public/skills/salesforce-development/SKILL.md b/web-app/public/skills/salesforce-development/SKILL.md
index 80bcb58a..87dc1588 100644
--- a/web-app/public/skills/salesforce-development/SKILL.md
+++ b/web-app/public/skills/salesforce-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: salesforce-development
-description: Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...
+description: "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Salesforce Development
diff --git a/web-app/public/skills/sast-configuration/SKILL.md b/web-app/public/skills/sast-configuration/SKILL.md
index 93a3321b..6102981a 100644
--- a/web-app/public/skills/sast-configuration/SKILL.md
+++ b/web-app/public/skills/sast-configuration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sast-configuration
-description: Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...
+description: "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # SAST Configuration
diff --git a/web-app/public/skills/scala-pro/SKILL.md b/web-app/public/skills/scala-pro/SKILL.md
index 95fc8b54..524a77a4 100644
--- a/web-app/public/skills/scala-pro/SKILL.md
+++ b/web-app/public/skills/scala-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master enterprise-grade Scala development with functional programmi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: cloud
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/scanning-tools/SKILL.md b/web-app/public/skills/scanning-tools/SKILL.md
index f0027a03..dde3d291 100644
--- a/web-app/public/skills/scanning-tools/SKILL.md
+++ b/web-app/public/skills/scanning-tools/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: scanning-tools
-description: This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detec...
+description: "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Security Scanning Tools
diff --git a/web-app/public/skills/schema-markup/SKILL.md b/web-app/public/skills/schema-markup/SKILL.md
index e1eafda2..baeaae74 100644
--- a/web-app/public/skills/schema-markup/SKILL.md
+++ b/web-app/public/skills/schema-markup/SKILL.md
@@ -4,7 +4,6 @@ description: Design, validate, and optimize schema.org structured data for eligi
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ---
diff --git a/web-app/public/skills/screen-reader-testing/SKILL.md b/web-app/public/skills/screen-reader-testing/SKILL.md
index 98de4c7e..cec02fef 100644
--- a/web-app/public/skills/screen-reader-testing/SKILL.md
+++ b/web-app/public/skills/screen-reader-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: screen-reader-testing
-description: Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...
+description: "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Screen Reader Testing
diff --git a/web-app/public/skills/screenshots/SKILL.md b/web-app/public/skills/screenshots/SKILL.md
index e8a32635..95f98815 100644
--- a/web-app/public/skills/screenshots/SKILL.md
+++ b/web-app/public/skills/screenshots/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: screenshots
-description: Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
+description: "Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation."
 risk: safe
-source: https://github.com/Shpigford/skills/tree/main/screenshots
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/Shpigford/skills/tree/main/screenshots"
+date_added: "2026-02-27"
 ---
 
 # Screenshots
diff --git a/web-app/public/skills/scroll-experience/SKILL.md b/web-app/public/skills/scroll-experience/SKILL.md
index abc52584..2a3ff48e 100644
--- a/web-app/public/skills/scroll-experience/SKILL.md
+++ b/web-app/public/skills/scroll-experience/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: scroll-experience
-description: Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...
+description: "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Scroll Experience
diff --git a/web-app/public/skills/search-specialist/SKILL.md b/web-app/public/skills/search-specialist/SKILL.md
index 147c74db..a0a8fb49 100644
--- a/web-app/public/skills/search-specialist/SKILL.md
+++ b/web-app/public/skills/search-specialist/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: search-specialist
-description: Expert web researcher using advanced search techniques and
+description: "Expert web researcher using advanced search techniques and"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/secrets-management/SKILL.md b/web-app/public/skills/secrets-management/SKILL.md
index 57ce314b..2a1f12b4 100644
--- a/web-app/public/skills/secrets-management/SKILL.md
+++ b/web-app/public/skills/secrets-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: secrets-management
-description: Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...
+description: "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Secrets Management
diff --git a/web-app/public/skills/security-auditor/SKILL.md b/web-app/public/skills/security-auditor/SKILL.md
index 5e9199c1..e034df8d 100644
--- a/web-app/public/skills/security-auditor/SKILL.md
+++ b/web-app/public/skills/security-auditor/SKILL.md
@@ -4,7 +4,6 @@ description: Expert security auditor specializing in DevSecOps, comprehensive cy
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.
 
diff --git a/web-app/public/skills/security-bluebook-builder/SKILL.md b/web-app/public/skills/security-bluebook-builder/SKILL.md
index 4810c44a..6993a716 100644
--- a/web-app/public/skills/security-bluebook-builder/SKILL.md
+++ b/web-app/public/skills/security-bluebook-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-bluebook-builder
-description: Build security Blue Books for sensitive apps
+description: "Build security Blue Books for sensitive apps"
 risk: safe
-source: https://github.com/SHADOWPR0/security-bluebook-builder
-date_added: '2026-02-27'
-category: security
+source: "https://github.com/SHADOWPR0/security-bluebook-builder"
+date_added: "2026-02-27"
 ---
 
 # Security Bluebook Builder
diff --git a/web-app/public/skills/security-compliance-compliance-check/SKILL.md b/web-app/public/skills/security-compliance-compliance-check/SKILL.md
index c5bf27dd..8f9c7c00 100644
--- a/web-app/public/skills/security-compliance-compliance-check/SKILL.md
+++ b/web-app/public/skills/security-compliance-compliance-check/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-compliance-compliance-check
-description: You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
+description: "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Regulatory Compliance Check
diff --git a/web-app/public/skills/security-requirement-extraction/SKILL.md b/web-app/public/skills/security-requirement-extraction/SKILL.md
index f8a25ef7..6faeae7f 100644
--- a/web-app/public/skills/security-requirement-extraction/SKILL.md
+++ b/web-app/public/skills/security-requirement-extraction/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-requirement-extraction
-description: Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
+description: "Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Security Requirement Extraction
diff --git a/web-app/public/skills/security-scanning-security-dependencies/SKILL.md b/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
index 64ffb4a5..51fcbb27 100644
--- a/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-dependencies/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-scanning-security-dependencies
-description: You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...
+description: "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Dependency Vulnerability Scanning
diff --git a/web-app/public/skills/security-scanning-security-hardening/SKILL.md b/web-app/public/skills/security-scanning-security-hardening/SKILL.md
index 56fdb662..b3b9953d 100644
--- a/web-app/public/skills/security-scanning-security-hardening/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-hardening/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: security-scanning-security-hardening
-description: Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
+description: "Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
diff --git a/web-app/public/skills/security-scanning-security-sast/SKILL.md b/web-app/public/skills/security-scanning-security-sast/SKILL.md
index f292e630..615690d0 100644
--- a/web-app/public/skills/security-scanning-security-sast/SKILL.md
+++ b/web-app/public/skills/security-scanning-security-sast/SKILL.md
@@ -8,7 +8,6 @@ description: 'Static Application Security Testing (SAST) for code vulnerability
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: security
 ---
 # SAST Security Plugin
 
diff --git a/web-app/public/skills/segment-automation/SKILL.md b/web-app/public/skills/segment-automation/SKILL.md
index de6a26d2..b5dc6b4b 100644
--- a/web-app/public/skills/segment-automation/SKILL.md
+++ b/web-app/public/skills/segment-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: segment-automation
-description: 'Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.'
+description: "Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Segment Automation via Rube MCP
diff --git a/web-app/public/skills/segment-cdp/SKILL.md b/web-app/public/skills/segment-cdp/SKILL.md
index 53a95131..6b0fc222 100644
--- a/web-app/public/skills/segment-cdp/SKILL.md
+++ b/web-app/public/skills/segment-cdp/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: segment-cdp
-description: Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
+description: "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: data-science
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Segment CDP
diff --git a/web-app/public/skills/sendgrid-automation/SKILL.md b/web-app/public/skills/sendgrid-automation/SKILL.md
index b1353bd8..74607408 100644
--- a/web-app/public/skills/sendgrid-automation/SKILL.md
+++ b/web-app/public/skills/sendgrid-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sendgrid-automation
-description: Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
+description: "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # SendGrid Automation via Rube MCP
diff --git a/web-app/public/skills/senior-architect/SKILL.md b/web-app/public/skills/senior-architect/SKILL.md
index 8ccebd5c..f670866e 100644
--- a/web-app/public/skills/senior-architect/SKILL.md
+++ b/web-app/public/skills/senior-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: senior-architect
-description: Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...
+description: "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Senior Architect
diff --git a/web-app/public/skills/senior-fullstack/SKILL.md b/web-app/public/skills/senior-fullstack/SKILL.md
index 19220479..13346f7a 100644
--- a/web-app/public/skills/senior-fullstack/SKILL.md
+++ b/web-app/public/skills/senior-fullstack/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: senior-fullstack
-description: Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...
+description: "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Senior Fullstack
diff --git a/web-app/public/skills/sentry-automation/SKILL.md b/web-app/public/skills/sentry-automation/SKILL.md
index fe477b05..1ce20336 100644
--- a/web-app/public/skills/sentry-automation/SKILL.md
+++ b/web-app/public/skills/sentry-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sentry-automation
-description: 'Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.'
+description: "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Sentry Automation via Rube MCP
diff --git a/web-app/public/skills/seo-audit/SKILL.md b/web-app/public/skills/seo-audit/SKILL.md
index 2f9cec40..c18b817e 100644
--- a/web-app/public/skills/seo-audit/SKILL.md
+++ b/web-app/public/skills/seo-audit/SKILL.md
@@ -4,7 +4,6 @@ description: Diagnose and audit SEO issues affecting crawlability, indexation, r
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 # SEO Audit
diff --git a/web-app/public/skills/seo-authority-builder/SKILL.md b/web-app/public/skills/seo-authority-builder/SKILL.md
index c87e3f9c..0b0f5605 100644
--- a/web-app/public/skills/seo-authority-builder/SKILL.md
+++ b/web-app/public/skills/seo-authority-builder/SKILL.md
@@ -10,7 +10,6 @@ description: 'Analyzes content for E-E-A-T signals and suggests improvements to
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-cannibalization-detector/SKILL.md b/web-app/public/skills/seo-cannibalization-detector/SKILL.md
index bf9aadda..3e909530 100644
--- a/web-app/public/skills/seo-cannibalization-detector/SKILL.md
+++ b/web-app/public/skills/seo-cannibalization-detector/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes multiple provided pages to identify keyword overlap and po
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-auditor/SKILL.md b/web-app/public/skills/seo-content-auditor/SKILL.md
index f36d175e..a14c617b 100644
--- a/web-app/public/skills/seo-content-auditor/SKILL.md
+++ b/web-app/public/skills/seo-content-auditor/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes provided content for quality, E-E-A-T signals, and SEO bes
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-planner/SKILL.md b/web-app/public/skills/seo-content-planner/SKILL.md
index 45aff1c8..e0c11ab9 100644
--- a/web-app/public/skills/seo-content-planner/SKILL.md
+++ b/web-app/public/skills/seo-content-planner/SKILL.md
@@ -10,7 +10,6 @@ description: 'Creates comprehensive content outlines and topic clusters for SEO.
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-refresher/SKILL.md b/web-app/public/skills/seo-content-refresher/SKILL.md
index a75b1688..3be73f8d 100644
--- a/web-app/public/skills/seo-content-refresher/SKILL.md
+++ b/web-app/public/skills/seo-content-refresher/SKILL.md
@@ -4,7 +4,6 @@ description: Identifies outdated elements in provided content and suggests updat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-content-writer/SKILL.md b/web-app/public/skills/seo-content-writer/SKILL.md
index cc968b5b..4933f61b 100644
--- a/web-app/public/skills/seo-content-writer/SKILL.md
+++ b/web-app/public/skills/seo-content-writer/SKILL.md
@@ -4,7 +4,6 @@ description: Writes SEO-optimized content based on provided keywords and topic b
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-forensic-incident-response/SKILL.md b/web-app/public/skills/seo-forensic-incident-response/SKILL.md
index b5cd8f92..3f0bfb1b 100644
--- a/web-app/public/skills/seo-forensic-incident-response/SKILL.md
+++ b/web-app/public/skills/seo-forensic-incident-response/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: seo-forensic-incident-response
-description: Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
+description: "Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan."
 risk: safe
 source: original
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # SEO Forensic Incident Response
diff --git a/web-app/public/skills/seo-fundamentals/SKILL.md b/web-app/public/skills/seo-fundamentals/SKILL.md
index 47363a3d..f79011fa 100644
--- a/web-app/public/skills/seo-fundamentals/SKILL.md
+++ b/web-app/public/skills/seo-fundamentals/SKILL.md
@@ -4,7 +4,6 @@ description: Core principles of SEO including E-E-A-T, Core Web Vitals, technica
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ---
diff --git a/web-app/public/skills/seo-keyword-strategist/SKILL.md b/web-app/public/skills/seo-keyword-strategist/SKILL.md
index ede7fbb2..7899670b 100644
--- a/web-app/public/skills/seo-keyword-strategist/SKILL.md
+++ b/web-app/public/skills/seo-keyword-strategist/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes keyword usage in provided content, calculates density, sug
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-meta-optimizer/SKILL.md b/web-app/public/skills/seo-meta-optimizer/SKILL.md
index 03a74918..5deba72b 100644
--- a/web-app/public/skills/seo-meta-optimizer/SKILL.md
+++ b/web-app/public/skills/seo-meta-optimizer/SKILL.md
@@ -4,7 +4,6 @@ description: Creates optimized meta titles, descriptions, and URL suggestions ba
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-snippet-hunter/SKILL.md b/web-app/public/skills/seo-snippet-hunter/SKILL.md
index 12e07ed4..b47ad1d7 100644
--- a/web-app/public/skills/seo-snippet-hunter/SKILL.md
+++ b/web-app/public/skills/seo-snippet-hunter/SKILL.md
@@ -4,7 +4,6 @@ description: Formats content to be eligible for featured snippets and SERP featu
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/seo-structure-architect/SKILL.md b/web-app/public/skills/seo-structure-architect/SKILL.md
index ab504e45..d62f99bc 100644
--- a/web-app/public/skills/seo-structure-architect/SKILL.md
+++ b/web-app/public/skills/seo-structure-architect/SKILL.md
@@ -4,7 +4,6 @@ description: Analyzes and optimizes content structure including header hierarchy
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: content
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/server-management/SKILL.md b/web-app/public/skills/server-management/SKILL.md
index 832a4dc1..0e6d9e2a 100644
--- a/web-app/public/skills/server-management/SKILL.md
+++ b/web-app/public/skills/server-management/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: server-management
-description: Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
+description: "Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Server Management
diff --git a/web-app/public/skills/service-mesh-expert/SKILL.md b/web-app/public/skills/service-mesh-expert/SKILL.md
index 74ccbd9d..83262c00 100644
--- a/web-app/public/skills/service-mesh-expert/SKILL.md
+++ b/web-app/public/skills/service-mesh-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: service-mesh-expert
-description: Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
+description: "Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Service Mesh Expert
diff --git a/web-app/public/skills/service-mesh-observability/SKILL.md b/web-app/public/skills/service-mesh-observability/SKILL.md
index 6b816a8e..fcbf6454 100644
--- a/web-app/public/skills/service-mesh-observability/SKILL.md
+++ b/web-app/public/skills/service-mesh-observability/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: service-mesh-observability
-description: Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...
+description: "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Service Mesh Observability
diff --git a/web-app/public/skills/shader-programming-glsl/SKILL.md b/web-app/public/skills/shader-programming-glsl/SKILL.md
index e0d37b70..fc4acd24 100644
--- a/web-app/public/skills/shader-programming-glsl/SKILL.md
+++ b/web-app/public/skills/shader-programming-glsl/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shader-programming-glsl
-description: Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
+description: "Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects."
 risk: safe
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Shader Programming GLSL
diff --git a/web-app/public/skills/sharp-edges/SKILL.md b/web-app/public/skills/sharp-edges/SKILL.md
index 5dfae76a..c4a407ae 100644
--- a/web-app/public/skills/sharp-edges/SKILL.md
+++ b/web-app/public/skills/sharp-edges/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sharp-edges
-description: Identify error-prone APIs and dangerous configurations
+description: "Identify error-prone APIs and dangerous configurations"
 risk: safe
-source: https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/trailofbits/skills/tree/main/plugins/sharp-edges"
+date_added: "2026-02-27"
 ---
 
 # Sharp Edges
diff --git a/web-app/public/skills/shodan-reconnaissance/SKILL.md b/web-app/public/skills/shodan-reconnaissance/SKILL.md
index e07a2cf2..9865da90 100644
--- a/web-app/public/skills/shodan-reconnaissance/SKILL.md
+++ b/web-app/public/skills/shodan-reconnaissance/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shodan-reconnaissance
-description: This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges...
+description: "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Shodan Reconnaissance and Pentesting
diff --git a/web-app/public/skills/shopify-apps/SKILL.md b/web-app/public/skills/shopify-apps/SKILL.md
index c057bb3e..b4b68545 100644
--- a/web-app/public/skills/shopify-apps/SKILL.md
+++ b/web-app/public/skills/shopify-apps/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shopify-apps
-description: Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...
+description: "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Shopify Apps
diff --git a/web-app/public/skills/shopify-automation/SKILL.md b/web-app/public/skills/shopify-automation/SKILL.md
index 8f9b8a04..96fbffc5 100644
--- a/web-app/public/skills/shopify-automation/SKILL.md
+++ b/web-app/public/skills/shopify-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: shopify-automation
-description: 'Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.'
+description: "Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Shopify Automation via Rube MCP
diff --git a/web-app/public/skills/shopify-development/SKILL.md b/web-app/public/skills/shopify-development/SKILL.md
index a34debee..6699b38b 100644
--- a/web-app/public/skills/shopify-development/SKILL.md
+++ b/web-app/public/skills/shopify-development/SKILL.md
@@ -4,7 +4,6 @@ description: Build Shopify apps, extensions, themes using GraphQL Admin API, Sho
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Shopify Development Skill
diff --git a/web-app/public/skills/similarity-search-patterns/SKILL.md b/web-app/public/skills/similarity-search-patterns/SKILL.md
index 879e1869..49acd5d4 100644
--- a/web-app/public/skills/similarity-search-patterns/SKILL.md
+++ b/web-app/public/skills/similarity-search-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: similarity-search-patterns
-description: Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
+description: "Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Similarity Search Patterns
diff --git a/web-app/public/skills/skill-creator-ms/SKILL.md b/web-app/public/skills/skill-creator-ms/SKILL.md
index 78c0068a..081d87e6 100644
--- a/web-app/public/skills/skill-creator-ms/SKILL.md
+++ b/web-app/public/skills/skill-creator-ms/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-creator-ms
-description: Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
+description: "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Skill Creator
diff --git a/web-app/public/skills/skill-developer/SKILL.md b/web-app/public/skills/skill-developer/SKILL.md
index 40372855..85979568 100644
--- a/web-app/public/skills/skill-developer/SKILL.md
+++ b/web-app/public/skills/skill-developer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-developer
-description: Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
+description: "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Skill Developer Guide
diff --git a/web-app/public/skills/skill-rails-upgrade/SKILL.md b/web-app/public/skills/skill-rails-upgrade/SKILL.md
index c279380b..0bbcda5e 100644
--- a/web-app/public/skills/skill-rails-upgrade/SKILL.md
+++ b/web-app/public/skills/skill-rails-upgrade/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-rails-upgrade
-description: Analyze Rails apps and provide upgrade assessments
+description: "Analyze Rails apps and provide upgrade assessments"
 risk: safe
-source: https://github.com/robzolkos/skill-rails-upgrade
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/robzolkos/skill-rails-upgrade"
+date_added: "2026-02-27"
 ---
 
 ## When to Use This Skill
diff --git a/web-app/public/skills/skill-seekers/SKILL.md b/web-app/public/skills/skill-seekers/SKILL.md
index 516977d1..1f1f9ec8 100644
--- a/web-app/public/skills/skill-seekers/SKILL.md
+++ b/web-app/public/skills/skill-seekers/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: skill-seekers
-description: -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
+description: "-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes."
 risk: safe
-source: https://github.com/yusufkaraaslan/Skill_Seekers
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/yusufkaraaslan/Skill_Seekers"
+date_added: "2026-02-27"
 ---
 
 # Skill Seekers
diff --git a/web-app/public/skills/slack-automation/SKILL.md b/web-app/public/skills/slack-automation/SKILL.md
index 1bdc66eb..158f1ba4 100644
--- a/web-app/public/skills/slack-automation/SKILL.md
+++ b/web-app/public/skills/slack-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-automation
-description: Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...
+description: "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Slack Automation via Rube MCP
diff --git a/web-app/public/skills/slack-bot-builder/SKILL.md b/web-app/public/skills/slack-bot-builder/SKILL.md
index 21a8304b..5546a7d6 100644
--- a/web-app/public/skills/slack-bot-builder/SKILL.md
+++ b/web-app/public/skills/slack-bot-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-bot-builder
-description: Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...
+description: "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Slack Bot Builder
diff --git a/web-app/public/skills/slack-gif-creator/SKILL.md b/web-app/public/skills/slack-gif-creator/SKILL.md
index e55444ff..ca824d29 100644
--- a/web-app/public/skills/slack-gif-creator/SKILL.md
+++ b/web-app/public/skills/slack-gif-creator/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: slack-gif-creator
-description: Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "...
+description: "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Slack GIF Creator
diff --git a/web-app/public/skills/smtp-penetration-testing/SKILL.md b/web-app/public/skills/smtp-penetration-testing/SKILL.md
index 8a424524..6255da09 100644
--- a/web-app/public/skills/smtp-penetration-testing/SKILL.md
+++ b/web-app/public/skills/smtp-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: smtp-penetration-testing
-description: This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email cre...
+description: "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # SMTP Penetration Testing
diff --git a/web-app/public/skills/social-content/SKILL.md b/web-app/public/skills/social-content/SKILL.md
index f11b8825..f213beae 100644
--- a/web-app/public/skills/social-content/SKILL.md
+++ b/web-app/public/skills/social-content/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: social-content
-description: When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
+description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Social Content
diff --git a/web-app/public/skills/solidity-security/SKILL.md b/web-app/public/skills/solidity-security/SKILL.md
index 1c5b649a..d78df4b2 100644
--- a/web-app/public/skills/solidity-security/SKILL.md
+++ b/web-app/public/skills/solidity-security/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: solidity-security
-description: Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
+description: "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Solidity Security
diff --git a/web-app/public/skills/spark-optimization/SKILL.md b/web-app/public/skills/spark-optimization/SKILL.md
index 100f77b3..ba7da0fb 100644
--- a/web-app/public/skills/spark-optimization/SKILL.md
+++ b/web-app/public/skills/spark-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: spark-optimization
-description: Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
+description: "Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Apache Spark Optimization
diff --git a/web-app/public/skills/sql-injection-testing/SKILL.md b/web-app/public/skills/sql-injection-testing/SKILL.md
index 89d48623..ad2bc41c 100644
--- a/web-app/public/skills/sql-injection-testing/SKILL.md
+++ b/web-app/public/skills/sql-injection-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sql-injection-testing
-description: This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
+description: "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # SQL Injection Testing
diff --git a/web-app/public/skills/sql-optimization-patterns/SKILL.md b/web-app/public/skills/sql-optimization-patterns/SKILL.md
index 76eed7a0..40959815 100644
--- a/web-app/public/skills/sql-optimization-patterns/SKILL.md
+++ b/web-app/public/skills/sql-optimization-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sql-optimization-patterns
-description: Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
+description: "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # SQL Optimization Patterns
diff --git a/web-app/public/skills/sql-pro/SKILL.md b/web-app/public/skills/sql-pro/SKILL.md
index 0f84fa75..15bdf324 100644
--- a/web-app/public/skills/sql-pro/SKILL.md
+++ b/web-app/public/skills/sql-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master modern SQL with cloud-native databases, OLTP/OLAP optimizati
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: database
 ---
 You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.
 
diff --git a/web-app/public/skills/sqlmap-database-pentesting/SKILL.md b/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
index 11600d15..acd41e17 100644
--- a/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
+++ b/web-app/public/skills/sqlmap-database-pentesting/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: sqlmap-database-pentesting
-description: This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
+description: "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # SQLMap Database Penetration Testing
diff --git a/web-app/public/skills/square-automation/SKILL.md b/web-app/public/skills/square-automation/SKILL.md
index fa8fb36f..6b5d7cf1 100644
--- a/web-app/public/skills/square-automation/SKILL.md
+++ b/web-app/public/skills/square-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: square-automation
-description: 'Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.'
+description: "Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Square Automation via Rube MCP
diff --git a/web-app/public/skills/ssh-penetration-testing/SKILL.md b/web-app/public/skills/ssh-penetration-testing/SKILL.md
index 1ffaecc3..68a5b1c3 100644
--- a/web-app/public/skills/ssh-penetration-testing/SKILL.md
+++ b/web-app/public/skills/ssh-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ssh-penetration-testing
-description: This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tu...
+description: "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # SSH Penetration Testing
diff --git a/web-app/public/skills/startup-analyst/SKILL.md b/web-app/public/skills/startup-analyst/SKILL.md
index 9b5c7e6f..1abb4160 100644
--- a/web-app/public/skills/startup-analyst/SKILL.md
+++ b/web-app/public/skills/startup-analyst/SKILL.md
@@ -4,7 +4,6 @@ description: Expert startup business analyst specializing in market sizing, fina
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md b/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
index 8efadc91..ec196371 100644
--- a/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
+++ b/web-app/public/skills/startup-business-analyst-financial-projections/SKILL.md
@@ -8,7 +8,6 @@ description: 'Create detailed 3-5 year financial model with revenue, costs, cash
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: ai-ml
 ---
 
 # Financial Projections
diff --git a/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md b/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
index e737f41b..04d6ad07 100644
--- a/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
+++ b/web-app/public/skills/startup-business-analyst-market-opportunity/SKILL.md
@@ -8,7 +8,6 @@ description: 'Generate comprehensive market opportunity analysis with TAM/SAM/SO
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 # Market Opportunity Analysis
diff --git a/web-app/public/skills/startup-financial-modeling/SKILL.md b/web-app/public/skills/startup-financial-modeling/SKILL.md
index 3da5070e..2c9c6b65 100644
--- a/web-app/public/skills/startup-financial-modeling/SKILL.md
+++ b/web-app/public/skills/startup-financial-modeling/SKILL.md
@@ -4,7 +4,6 @@ description: This skill should be used when the user asks to \\\"create financia
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: backend
 ---
 
 # Startup Financial Modeling
diff --git a/web-app/public/skills/stitch-ui-design/SKILL.md b/web-app/public/skills/stitch-ui-design/SKILL.md
index 4190162d..1b7c7822 100644
--- a/web-app/public/skills/stitch-ui-design/SKILL.md
+++ b/web-app/public/skills/stitch-ui-design/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stitch-ui-design
-description: Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
+description: "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra..."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: mobile
+date_added: "2026-02-27"
 ---
 
 # Stitch UI Design Prompting
diff --git a/web-app/public/skills/stride-analysis-patterns/SKILL.md b/web-app/public/skills/stride-analysis-patterns/SKILL.md
index 5b8dcbb8..e3b6f3a2 100644
--- a/web-app/public/skills/stride-analysis-patterns/SKILL.md
+++ b/web-app/public/skills/stride-analysis-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stride-analysis-patterns
-description: Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
+description: "Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # STRIDE Analysis Patterns
diff --git a/web-app/public/skills/stripe-automation/SKILL.md b/web-app/public/skills/stripe-automation/SKILL.md
index 99ba9735..2e63dedf 100644
--- a/web-app/public/skills/stripe-automation/SKILL.md
+++ b/web-app/public/skills/stripe-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stripe-automation
-description: 'Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.'
+description: "Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Stripe Automation via Rube MCP
diff --git a/web-app/public/skills/stripe-integration/SKILL.md b/web-app/public/skills/stripe-integration/SKILL.md
index 58a3f048..44d4ea3d 100644
--- a/web-app/public/skills/stripe-integration/SKILL.md
+++ b/web-app/public/skills/stripe-integration/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: stripe-integration
-description: Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...
+description: "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Stripe Integration
diff --git a/web-app/public/skills/subagent-driven-development/SKILL.md b/web-app/public/skills/subagent-driven-development/SKILL.md
index ede05b1e..af91b276 100644
--- a/web-app/public/skills/subagent-driven-development/SKILL.md
+++ b/web-app/public/skills/subagent-driven-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: subagent-driven-development
-description: Use when executing implementation plans with independent tasks in the current session
+description: "Use when executing implementation plans with independent tasks in the current session"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Subagent-Driven Development
diff --git a/web-app/public/skills/supabase-automation/SKILL.md b/web-app/public/skills/supabase-automation/SKILL.md
index 5d4ac8a1..c13cc979 100644
--- a/web-app/public/skills/supabase-automation/SKILL.md
+++ b/web-app/public/skills/supabase-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: supabase-automation
-description: Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Supabase Automation via Rube MCP
diff --git a/web-app/public/skills/swiftui-expert-skill/SKILL.md b/web-app/public/skills/swiftui-expert-skill/SKILL.md
index c3b8d062..11f49c76 100644
--- a/web-app/public/skills/swiftui-expert-skill/SKILL.md
+++ b/web-app/public/skills/swiftui-expert-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: swiftui-expert-skill
-description: Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...
+description: "Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil..."
 risk: safe
-source: https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill"
+date_added: "2026-02-27"
 ---
 
 # SwiftUI Expert Skill
diff --git a/web-app/public/skills/systematic-debugging/SKILL.md b/web-app/public/skills/systematic-debugging/SKILL.md
index 0aebfc7d..bdc79b55 100644
--- a/web-app/public/skills/systematic-debugging/SKILL.md
+++ b/web-app/public/skills/systematic-debugging/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: systematic-debugging
-description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
+description: "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Systematic Debugging
diff --git a/web-app/public/skills/systems-programming-rust-project/SKILL.md b/web-app/public/skills/systems-programming-rust-project/SKILL.md
index 9866b441..7fb500d2 100644
--- a/web-app/public/skills/systems-programming-rust-project/SKILL.md
+++ b/web-app/public/skills/systems-programming-rust-project/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: systems-programming-rust-project
-description: You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing
+description: "You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Rust Project Scaffolding
diff --git a/web-app/public/skills/tailwind-design-system/SKILL.md b/web-app/public/skills/tailwind-design-system/SKILL.md
index a6052e0c..dbbc9c80 100644
--- a/web-app/public/skills/tailwind-design-system/SKILL.md
+++ b/web-app/public/skills/tailwind-design-system/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tailwind-design-system
-description: Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
+description: "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Tailwind Design System
diff --git a/web-app/public/skills/tailwind-patterns/SKILL.md b/web-app/public/skills/tailwind-patterns/SKILL.md
index 2537d289..77597623 100644
--- a/web-app/public/skills/tailwind-patterns/SKILL.md
+++ b/web-app/public/skills/tailwind-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tailwind-patterns
-description: Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
+description: "Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Tailwind CSS Patterns (v4 - 2025)
diff --git a/web-app/public/skills/tavily-web/SKILL.md b/web-app/public/skills/tavily-web/SKILL.md
index 08dc298d..e22cff4a 100644
--- a/web-app/public/skills/tavily-web/SKILL.md
+++ b/web-app/public/skills/tavily-web/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tavily-web
-description: Web search, content extraction, crawling, and research capabilities using Tavily API
+description: "Web search, content extraction, crawling, and research capabilities using Tavily API"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # tavily-web
diff --git a/web-app/public/skills/tdd-orchestrator/SKILL.md b/web-app/public/skills/tdd-orchestrator/SKILL.md
index 0b8bf9c6..7f6a031d 100644
--- a/web-app/public/skills/tdd-orchestrator/SKILL.md
+++ b/web-app/public/skills/tdd-orchestrator/SKILL.md
@@ -4,7 +4,6 @@ description: Master TDD orchestrator specializing in red-green-refactor discipli
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/tdd-workflow/SKILL.md b/web-app/public/skills/tdd-workflow/SKILL.md
index 9bfdf7d7..15c8f99c 100644
--- a/web-app/public/skills/tdd-workflow/SKILL.md
+++ b/web-app/public/skills/tdd-workflow/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflow
-description: Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
+description: "Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # TDD Workflow
diff --git a/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
index efd91e0d..68e12a1f 100644
--- a/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-cycle/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-cycle
-description: Use when working with tdd workflows tdd cycle
+description: "Use when working with tdd workflows tdd cycle"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
index 3d4057ed..29e85641 100644
--- a/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-green/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-green
-description: Implement the minimal code needed to make failing tests pass in the TDD green phase.
+description: "Implement the minimal code needed to make failing tests pass in the TDD green phase."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Green Phase: Simple function
diff --git a/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
index 18ff8621..3fe9e30c 100644
--- a/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-red/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-red
-description: Generate failing tests for the TDD red phase to define expected behavior and edge cases.
+description: "Generate failing tests for the TDD red phase to define expected behavior and edge cases."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 Write comprehensive failing tests following TDD red phase principles.
diff --git a/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md b/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
index 83c826f6..0bfa2307 100644
--- a/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
+++ b/web-app/public/skills/tdd-workflows-tdd-refactor/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tdd-workflows-tdd-refactor
-description: Use when working with tdd workflows tdd refactor
+description: "Use when working with tdd workflows tdd refactor"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/team-collaboration-issue/SKILL.md b/web-app/public/skills/team-collaboration-issue/SKILL.md
index 572f9040..af766758 100644
--- a/web-app/public/skills/team-collaboration-issue/SKILL.md
+++ b/web-app/public/skills/team-collaboration-issue/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: team-collaboration-issue
-description: You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
+description: "You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # GitHub Issue Resolution Expert
diff --git a/web-app/public/skills/team-collaboration-standup-notes/SKILL.md b/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
index 8168a127..5dd735c9 100644
--- a/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
+++ b/web-app/public/skills/team-collaboration-standup-notes/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: team-collaboration-standup-notes
-description: You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
+description: "You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Standup Notes Generator
diff --git a/web-app/public/skills/telegram-automation/SKILL.md b/web-app/public/skills/telegram-automation/SKILL.md
index 5974c2a8..8aeec09e 100644
--- a/web-app/public/skills/telegram-automation/SKILL.md
+++ b/web-app/public/skills/telegram-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-automation
-description: 'Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.'
+description: "Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Telegram Automation via Rube MCP
diff --git a/web-app/public/skills/telegram-bot-builder/SKILL.md b/web-app/public/skills/telegram-bot-builder/SKILL.md
index a6446450..08660858 100644
--- a/web-app/public/skills/telegram-bot-builder/SKILL.md
+++ b/web-app/public/skills/telegram-bot-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-bot-builder
-description: Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...
+description: "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Telegram Bot Builder
diff --git a/web-app/public/skills/telegram-mini-app/SKILL.md b/web-app/public/skills/telegram-mini-app/SKILL.md
index 0faa6384..b936d054 100644
--- a/web-app/public/skills/telegram-mini-app/SKILL.md
+++ b/web-app/public/skills/telegram-mini-app/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: telegram-mini-app
-description: Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...
+description: "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Telegram Mini App
diff --git a/web-app/public/skills/temporal-golang-pro/SKILL.md b/web-app/public/skills/temporal-golang-pro/SKILL.md
index d8d0a745..aabe4c5d 100644
--- a/web-app/public/skills/temporal-golang-pro/SKILL.md
+++ b/web-app/public/skills/temporal-golang-pro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: temporal-golang-pro
-description: Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.
+description: "Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # Temporal Go SDK (temporal-golang-pro)
diff --git a/web-app/public/skills/temporal-python-pro/SKILL.md b/web-app/public/skills/temporal-python-pro/SKILL.md
index 05d49c07..1e3e368f 100644
--- a/web-app/public/skills/temporal-python-pro/SKILL.md
+++ b/web-app/public/skills/temporal-python-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master Temporal workflow orchestration with Python SDK. Implements
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/temporal-python-testing/SKILL.md b/web-app/public/skills/temporal-python-testing/SKILL.md
index 190179b1..b23f4877 100644
--- a/web-app/public/skills/temporal-python-testing/SKILL.md
+++ b/web-app/public/skills/temporal-python-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: temporal-python-testing
-description: Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...
+description: "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Temporal Python Testing Strategies
diff --git a/web-app/public/skills/terraform-aws-modules/SKILL.md b/web-app/public/skills/terraform-aws-modules/SKILL.md
index 4f7c8dac..62cf1541 100644
--- a/web-app/public/skills/terraform-aws-modules/SKILL.md
+++ b/web-app/public/skills/terraform-aws-modules/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-aws-modules
-description: Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
+description: "Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 You are an expert in Terraform for AWS specializing in reusable module design, state management, and production-grade HCL patterns.
 
diff --git a/web-app/public/skills/terraform-module-library/SKILL.md b/web-app/public/skills/terraform-module-library/SKILL.md
index 60266a05..e68c2c3d 100644
--- a/web-app/public/skills/terraform-module-library/SKILL.md
+++ b/web-app/public/skills/terraform-module-library/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-module-library
-description: Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...
+description: "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Terraform Module Library
diff --git a/web-app/public/skills/terraform-skill/SKILL.md b/web-app/public/skills/terraform-skill/SKILL.md
index 7c04fb29..83480bf6 100644
--- a/web-app/public/skills/terraform-skill/SKILL.md
+++ b/web-app/public/skills/terraform-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: terraform-skill
-description: Terraform infrastructure as code best practices
+description: "Terraform infrastructure as code best practices"
 risk: safe
-source: https://github.com/antonbabenko/terraform-skill
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/antonbabenko/terraform-skill"
+date_added: "2026-02-27"
 ---
 # Terraform Skill for Claude
 
diff --git a/web-app/public/skills/terraform-specialist/SKILL.md b/web-app/public/skills/terraform-specialist/SKILL.md
index 772325a4..de9aa73a 100644
--- a/web-app/public/skills/terraform-specialist/SKILL.md
+++ b/web-app/public/skills/terraform-specialist/SKILL.md
@@ -4,7 +4,6 @@ description: Expert Terraform/OpenTofu specialist mastering advanced IaC automat
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: automation
 ---
 You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.
 
diff --git a/web-app/public/skills/test-automator/SKILL.md b/web-app/public/skills/test-automator/SKILL.md
index 47cbdc40..fca450ba 100644
--- a/web-app/public/skills/test-automator/SKILL.md
+++ b/web-app/public/skills/test-automator/SKILL.md
@@ -4,7 +4,6 @@ description: Master AI-powered test automation with modern frameworks, self-heal
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/test-driven-development/SKILL.md b/web-app/public/skills/test-driven-development/SKILL.md
index f600a8c3..ff26c568 100644
--- a/web-app/public/skills/test-driven-development/SKILL.md
+++ b/web-app/public/skills/test-driven-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: test-driven-development
-description: Use when implementing any feature or bugfix, before writing implementation code
+description: "Use when implementing any feature or bugfix, before writing implementation code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Test-Driven Development (TDD)
diff --git a/web-app/public/skills/test-fixing/SKILL.md b/web-app/public/skills/test-fixing/SKILL.md
index 3ef1aedd..c26c0880 100644
--- a/web-app/public/skills/test-fixing/SKILL.md
+++ b/web-app/public/skills/test-fixing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: test-fixing
-description: Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...
+description: "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Test Fixing
diff --git a/web-app/public/skills/testing-patterns/SKILL.md b/web-app/public/skills/testing-patterns/SKILL.md
index 2ffb2cc2..ac371ab1 100644
--- a/web-app/public/skills/testing-patterns/SKILL.md
+++ b/web-app/public/skills/testing-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: testing-patterns
-description: Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
+description: "Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Testing Patterns and Utilities
diff --git a/web-app/public/skills/theme-factory/SKILL.md b/web-app/public/skills/theme-factory/SKILL.md
index f35ac4fd..db019bf6 100644
--- a/web-app/public/skills/theme-factory/SKILL.md
+++ b/web-app/public/skills/theme-factory/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: theme-factory
-description: Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...
+description: "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 
diff --git a/web-app/public/skills/threat-mitigation-mapping/SKILL.md b/web-app/public/skills/threat-mitigation-mapping/SKILL.md
index a57ea83f..a4f68a21 100644
--- a/web-app/public/skills/threat-mitigation-mapping/SKILL.md
+++ b/web-app/public/skills/threat-mitigation-mapping/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threat-mitigation-mapping
-description: Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
+description: "Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Threat Mitigation Mapping
diff --git a/web-app/public/skills/threat-modeling-expert/SKILL.md b/web-app/public/skills/threat-modeling-expert/SKILL.md
index ebab7839..2a9b0fff 100644
--- a/web-app/public/skills/threat-modeling-expert/SKILL.md
+++ b/web-app/public/skills/threat-modeling-expert/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threat-modeling-expert
-description: Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...
+description: "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Threat Modeling Expert
diff --git a/web-app/public/skills/threejs-skills/SKILL.md b/web-app/public/skills/threejs-skills/SKILL.md
index 390576c9..5164d146 100644
--- a/web-app/public/skills/threejs-skills/SKILL.md
+++ b/web-app/public/skills/threejs-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: threejs-skills
-description: Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
+description: "Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements."
 risk: safe
-source: https://github.com/CloudAI-X/threejs-skills
-date_added: '2026-02-27'
-category: game-development
+source: "https://github.com/CloudAI-X/threejs-skills"
+date_added: "2026-02-27"
 ---
 
 # Three.js Skills
diff --git a/web-app/public/skills/tiktok-automation/SKILL.md b/web-app/public/skills/tiktok-automation/SKILL.md
index 63b0349e..0503dad0 100644
--- a/web-app/public/skills/tiktok-automation/SKILL.md
+++ b/web-app/public/skills/tiktok-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: tiktok-automation
-description: 'Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.'
+description: "Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # TikTok Automation via Rube MCP
diff --git a/web-app/public/skills/todoist-automation/SKILL.md b/web-app/public/skills/todoist-automation/SKILL.md
index f9f0e4bc..df7d1019 100644
--- a/web-app/public/skills/todoist-automation/SKILL.md
+++ b/web-app/public/skills/todoist-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: todoist-automation
-description: Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Todoist Automation via Rube MCP
diff --git a/web-app/public/skills/top-web-vulnerabilities/SKILL.md b/web-app/public/skills/top-web-vulnerabilities/SKILL.md
index 6f08c1cb..97525c3d 100644
--- a/web-app/public/skills/top-web-vulnerabilities/SKILL.md
+++ b/web-app/public/skills/top-web-vulnerabilities/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: top-web-vulnerabilities
-description: This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about inject...
+description: "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Top 100 Web Vulnerabilities Reference
diff --git a/web-app/public/skills/track-management/SKILL.md b/web-app/public/skills/track-management/SKILL.md
index 27b042ba..c6332bc2 100644
--- a/web-app/public/skills/track-management/SKILL.md
+++ b/web-app/public/skills/track-management/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when creating, managing, or working with Conductor t
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: mobile
 ---
 
 # Track Management
diff --git a/web-app/public/skills/trello-automation/SKILL.md b/web-app/public/skills/trello-automation/SKILL.md
index 4e125afe..aa3483af 100644
--- a/web-app/public/skills/trello-automation/SKILL.md
+++ b/web-app/public/skills/trello-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: trello-automation
-description: Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
+description: "Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Trello Automation via Rube MCP
diff --git a/web-app/public/skills/trigger-dev/SKILL.md b/web-app/public/skills/trigger-dev/SKILL.md
index d26c9d36..90c178ad 100644
--- a/web-app/public/skills/trigger-dev/SKILL.md
+++ b/web-app/public/skills/trigger-dev/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: trigger-dev
-description: 'Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...'
+description: "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Trigger.dev Integration
diff --git a/web-app/public/skills/turborepo-caching/SKILL.md b/web-app/public/skills/turborepo-caching/SKILL.md
index f2996cd6..a466fcfe 100644
--- a/web-app/public/skills/turborepo-caching/SKILL.md
+++ b/web-app/public/skills/turborepo-caching/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: turborepo-caching
-description: Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
+description: "Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: cloud
+date_added: "2026-02-27"
 ---
 
 # Turborepo Caching
diff --git a/web-app/public/skills/tutorial-engineer/SKILL.md b/web-app/public/skills/tutorial-engineer/SKILL.md
index c084cf81..a7e7b889 100644
--- a/web-app/public/skills/tutorial-engineer/SKILL.md
+++ b/web-app/public/skills/tutorial-engineer/SKILL.md
@@ -5,8 +5,7 @@ risk: safe
 source: community
 date_added: '2026-03-02'
 metadata:
-  version: 2.0.0
-category: content
+  version: '2.0.0'
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/twilio-communications/SKILL.md b/web-app/public/skills/twilio-communications/SKILL.md
index 269aaaf6..1f129575 100644
--- a/web-app/public/skills/twilio-communications/SKILL.md
+++ b/web-app/public/skills/twilio-communications/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: twilio-communications
-description: 'Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...'
+description: "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Twilio Communications
diff --git a/web-app/public/skills/twitter-automation/SKILL.md b/web-app/public/skills/twitter-automation/SKILL.md
index 7b258a6c..af6f03df 100644
--- a/web-app/public/skills/twitter-automation/SKILL.md
+++ b/web-app/public/skills/twitter-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: twitter-automation
-description: 'Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.'
+description: "Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Twitter/X Automation via Rube MCP
diff --git a/web-app/public/skills/typescript-advanced-types/SKILL.md b/web-app/public/skills/typescript-advanced-types/SKILL.md
index 81e679c0..f3ec0260 100644
--- a/web-app/public/skills/typescript-advanced-types/SKILL.md
+++ b/web-app/public/skills/typescript-advanced-types/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: typescript-advanced-types
-description: Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...
+description: "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # TypeScript Advanced Types
diff --git a/web-app/public/skills/typescript-pro/SKILL.md b/web-app/public/skills/typescript-pro/SKILL.md
index bd80c0f3..a3a825b5 100644
--- a/web-app/public/skills/typescript-pro/SKILL.md
+++ b/web-app/public/skills/typescript-pro/SKILL.md
@@ -4,7 +4,6 @@ description: Master TypeScript with advanced types, generics, and strict type sa
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 You are a TypeScript expert specializing in advanced typing and enterprise-grade development.
 
diff --git a/web-app/public/skills/ui-skills/SKILL.md b/web-app/public/skills/ui-skills/SKILL.md
index a46f3b17..535f96b4 100644
--- a/web-app/public/skills/ui-skills/SKILL.md
+++ b/web-app/public/skills/ui-skills/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ui-skills
-description: Opinionated, evolving constraints to guide agents when building interfaces
+description: "Opinionated, evolving constraints to guide agents when building interfaces"
 risk: safe
-source: https://github.com/ibelick/ui-skills
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/ibelick/ui-skills"
+date_added: "2026-02-27"
 ---
 
 # Ui Skills
diff --git a/web-app/public/skills/ui-ux-designer/SKILL.md b/web-app/public/skills/ui-ux-designer/SKILL.md
index 7c763b66..1ee5b3a4 100644
--- a/web-app/public/skills/ui-ux-designer/SKILL.md
+++ b/web-app/public/skills/ui-ux-designer/SKILL.md
@@ -4,7 +4,6 @@ description: Create interface designs, wireframes, and design systems. Masters u
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: web-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/ui-ux-pro-max/SKILL.md b/web-app/public/skills/ui-ux-pro-max/SKILL.md
index 9e97148e..c0550f82 100644
--- a/web-app/public/skills/ui-ux-pro-max/SKILL.md
+++ b/web-app/public/skills/ui-ux-pro-max/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: ui-ux-pro-max
-description: 'UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...'
+description: "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # UI/UX Pro Max - Design Intelligence
diff --git a/web-app/public/skills/ui-visual-validator/SKILL.md b/web-app/public/skills/ui-visual-validator/SKILL.md
index df5e2be0..f980a302 100644
--- a/web-app/public/skills/ui-visual-validator/SKILL.md
+++ b/web-app/public/skills/ui-visual-validator/SKILL.md
@@ -4,7 +4,6 @@ description: Rigorous visual validation expert specializing in UI testing, desig
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: testing
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/unit-testing-test-generate/SKILL.md b/web-app/public/skills/unit-testing-test-generate/SKILL.md
index beea9ccc..69831a17 100644
--- a/web-app/public/skills/unit-testing-test-generate/SKILL.md
+++ b/web-app/public/skills/unit-testing-test-generate/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unit-testing-test-generate
-description: Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
+description: "Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Automated Unit Test Generation
diff --git a/web-app/public/skills/unity-developer/SKILL.md b/web-app/public/skills/unity-developer/SKILL.md
index 5652f385..717c53a7 100644
--- a/web-app/public/skills/unity-developer/SKILL.md
+++ b/web-app/public/skills/unity-developer/SKILL.md
@@ -4,7 +4,6 @@ description: Build Unity games with optimized C# scripts, efficient rendering, a
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: game-development
 ---
 
 ## Use this skill when
diff --git a/web-app/public/skills/unity-ecs-patterns/SKILL.md b/web-app/public/skills/unity-ecs-patterns/SKILL.md
index a5ec7647..17bc1afc 100644
--- a/web-app/public/skills/unity-ecs-patterns/SKILL.md
+++ b/web-app/public/skills/unity-ecs-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unity-ecs-patterns
-description: Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...
+description: "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Unity ECS Patterns
diff --git a/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md b/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
index 3b0484fb..fbe8e5b2 100644
--- a/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
+++ b/web-app/public/skills/unreal-engine-cpp-pro/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: unreal-engine-cpp-pro
-description: Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
+description: "Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices."
 risk: safe
 source: self
-date_added: '2026-02-27'
-category: game-development
+date_added: "2026-02-27"
 ---
 
 # Unreal Engine C++ Pro
diff --git a/web-app/public/skills/upgrading-expo/SKILL.md b/web-app/public/skills/upgrading-expo/SKILL.md
index bf1eb6de..a9382eea 100644
--- a/web-app/public/skills/upgrading-expo/SKILL.md
+++ b/web-app/public/skills/upgrading-expo/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: upgrading-expo
-description: Upgrade Expo SDK versions
+description: "Upgrade Expo SDK versions"
 risk: safe
-source: https://github.com/expo/skills/tree/main/plugins/upgrading-expo
-date_added: '2026-02-27'
-category: mobile
+source: "https://github.com/expo/skills/tree/main/plugins/upgrading-expo"
+date_added: "2026-02-27"
 ---
 
 # Upgrading Expo
diff --git a/web-app/public/skills/upstash-qstash/SKILL.md b/web-app/public/skills/upstash-qstash/SKILL.md
index d688d0d1..001ae864 100644
--- a/web-app/public/skills/upstash-qstash/SKILL.md
+++ b/web-app/public/skills/upstash-qstash/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: upstash-qstash
-description: 'Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...'
+description: "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: web-development
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Upstash QStash
diff --git a/web-app/public/skills/using-git-worktrees/SKILL.md b/web-app/public/skills/using-git-worktrees/SKILL.md
index 3818399d..ce7c1c4b 100644
--- a/web-app/public/skills/using-git-worktrees/SKILL.md
+++ b/web-app/public/skills/using-git-worktrees/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: using-git-worktrees
-description: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...
+description: "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Using Git Worktrees
diff --git a/web-app/public/skills/using-neon/SKILL.md b/web-app/public/skills/using-neon/SKILL.md
index 386be84b..fcc4eb55 100644
--- a/web-app/public/skills/using-neon/SKILL.md
+++ b/web-app/public/skills/using-neon/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: using-neon
-description: Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...
+description: "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/..."
 risk: safe
-source: https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres
-date_added: '2026-02-27'
-category: backend
+source: "https://github.com/neondatabase/agent-skills/tree/main/skills/neon-postgres"
+date_added: "2026-02-27"
 ---
 
 # Neon Serverless Postgres
diff --git a/web-app/public/skills/uv-package-manager/SKILL.md b/web-app/public/skills/uv-package-manager/SKILL.md
index f79dda92..0185d452 100644
--- a/web-app/public/skills/uv-package-manager/SKILL.md
+++ b/web-app/public/skills/uv-package-manager/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: uv-package-manager
-description: Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...
+description: "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: backend
+date_added: "2026-02-27"
 ---
 
 # UV Package Manager
diff --git a/web-app/public/skills/varlock-claude-skill/SKILL.md b/web-app/public/skills/varlock-claude-skill/SKILL.md
index bc494d07..bff876f8 100644
--- a/web-app/public/skills/varlock-claude-skill/SKILL.md
+++ b/web-app/public/skills/varlock-claude-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: varlock-claude-skill
-description: Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
+description: "Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits"
 risk: safe
-source: https://github.com/wrsmith108/varlock-claude-skill
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/wrsmith108/varlock-claude-skill"
+date_added: "2026-02-27"
 ---
 
 # Varlock Claude Skill
diff --git a/web-app/public/skills/vector-database-engineer/SKILL.md b/web-app/public/skills/vector-database-engineer/SKILL.md
index cc370dda..5665d741 100644
--- a/web-app/public/skills/vector-database-engineer/SKILL.md
+++ b/web-app/public/skills/vector-database-engineer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vector-database-engineer
-description: Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
+description: "Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Vector Database Engineer
diff --git a/web-app/public/skills/vector-index-tuning/SKILL.md b/web-app/public/skills/vector-index-tuning/SKILL.md
index ad0fc24f..033251cf 100644
--- a/web-app/public/skills/vector-index-tuning/SKILL.md
+++ b/web-app/public/skills/vector-index-tuning/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vector-index-tuning
-description: Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
+description: "Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: database
+date_added: "2026-02-27"
 ---
 
 # Vector Index Tuning
diff --git a/web-app/public/skills/vercel-automation/SKILL.md b/web-app/public/skills/vercel-automation/SKILL.md
index f7c1e3b0..93f488ea 100644
--- a/web-app/public/skills/vercel-automation/SKILL.md
+++ b/web-app/public/skills/vercel-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-automation
-description: 'Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.'
+description: "Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Vercel Automation via Rube MCP
diff --git a/web-app/public/skills/vercel-deploy-claimable/SKILL.md b/web-app/public/skills/vercel-deploy-claimable/SKILL.md
index 4b638775..79f28742 100644
--- a/web-app/public/skills/vercel-deploy-claimable/SKILL.md
+++ b/web-app/public/skills/vercel-deploy-claimable/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-deploy-claimable
-description: Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...
+description: "Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and..."
 risk: safe
-source: https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable
-date_added: '2026-02-27'
-category: devops
+source: "https://github.com/vercel-labs/agent-skills/tree/main/skills/claude.ai/vercel-deploy-claimable"
+date_added: "2026-02-27"
 ---
 
 # Vercel Deploy
diff --git a/web-app/public/skills/vercel-deployment/SKILL.md b/web-app/public/skills/vercel-deployment/SKILL.md
index 14c16d42..69d56686 100644
--- a/web-app/public/skills/vercel-deployment/SKILL.md
+++ b/web-app/public/skills/vercel-deployment/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vercel-deployment
-description: 'Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.'
+description: "Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production."
 risk: safe
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: devops
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Vercel Deployment
diff --git a/web-app/public/skills/verification-before-completion/SKILL.md b/web-app/public/skills/verification-before-completion/SKILL.md
index 904f31e6..da365dbc 100644
--- a/web-app/public/skills/verification-before-completion/SKILL.md
+++ b/web-app/public/skills/verification-before-completion/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: verification-before-completion
-description: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...
+description: "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Verification Before Completion
diff --git a/web-app/public/skills/vexor/SKILL.md b/web-app/public/skills/vexor/SKILL.md
index 517be991..c086e98f 100644
--- a/web-app/public/skills/vexor/SKILL.md
+++ b/web-app/public/skills/vexor/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vexor
-description: Vector-powered CLI for semantic file search with a Claude/Codex skill
+description: "Vector-powered CLI for semantic file search with a Claude/Codex skill"
 risk: safe
-source: https://github.com/scarletkc/vexor
-date_added: '2026-02-27'
-category: ai-ml
+source: "https://github.com/scarletkc/vexor"
+date_added: "2026-02-27"
 ---
 
 # Vexor
diff --git a/web-app/public/skills/vibe-code-auditor/SKILL.md b/web-app/public/skills/vibe-code-auditor/SKILL.md
index ff3b82a9..ed7d0497 100644
--- a/web-app/public/skills/vibe-code-auditor/SKILL.md
+++ b/web-app/public/skills/vibe-code-auditor/SKILL.md
@@ -3,10 +3,9 @@ name: vibe-code-auditor
 description: Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
 risk: safe
 source: original
-date_added: '2026-02-28'
+date_added: "2026-02-28"
 metadata:
   version: 2.0.0
-category: ai-ml
 ---
 
 # Vibe Code Auditor
diff --git a/web-app/public/skills/viral-generator-builder/SKILL.md b/web-app/public/skills/viral-generator-builder/SKILL.md
index 421bec01..e0ea3de9 100644
--- a/web-app/public/skills/viral-generator-builder/SKILL.md
+++ b/web-app/public/skills/viral-generator-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: viral-generator-builder
-description: Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
+description: "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: testing
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Viral Generator Builder
diff --git a/web-app/public/skills/voice-agents/SKILL.md b/web-app/public/skills/voice-agents/SKILL.md
index 36e19ca9..1ad60f7f 100644
--- a/web-app/public/skills/voice-agents/SKILL.md
+++ b/web-app/public/skills/voice-agents/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-agents
-description: Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...
+description: "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: ai-ml
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Voice Agents
diff --git a/web-app/public/skills/voice-ai-development/SKILL.md b/web-app/public/skills/voice-ai-development/SKILL.md
index 9bcb1fe5..bf842194 100644
--- a/web-app/public/skills/voice-ai-development/SKILL.md
+++ b/web-app/public/skills/voice-ai-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-ai-development
-description: Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...
+description: "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: backend
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Voice AI Development
diff --git a/web-app/public/skills/voice-ai-engine-development/SKILL.md b/web-app/public/skills/voice-ai-engine-development/SKILL.md
index a1380eb3..9b361408 100644
--- a/web-app/public/skills/voice-ai-engine-development/SKILL.md
+++ b/web-app/public/skills/voice-ai-engine-development/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: voice-ai-engine-development
-description: Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
+description: "Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Voice AI Engine Development
diff --git a/web-app/public/skills/vulnerability-scanner/SKILL.md b/web-app/public/skills/vulnerability-scanner/SKILL.md
index 7ffbfd48..6f9b0731 100644
--- a/web-app/public/skills/vulnerability-scanner/SKILL.md
+++ b/web-app/public/skills/vulnerability-scanner/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: vulnerability-scanner
-description: Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
+description: "Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: security
+date_added: "2026-02-27"
 ---
 
 # Vulnerability Scanner
diff --git a/web-app/public/skills/wcag-audit-patterns/SKILL.md b/web-app/public/skills/wcag-audit-patterns/SKILL.md
index ca89ca95..50fc813f 100644
--- a/web-app/public/skills/wcag-audit-patterns/SKILL.md
+++ b/web-app/public/skills/wcag-audit-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wcag-audit-patterns
-description: Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
+description: "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # WCAG Audit Patterns
diff --git a/web-app/public/skills/web-artifacts-builder/SKILL.md b/web-app/public/skills/web-artifacts-builder/SKILL.md
index ed41711a..5338e3d2 100644
--- a/web-app/public/skills/web-artifacts-builder/SKILL.md
+++ b/web-app/public/skills/web-artifacts-builder/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-artifacts-builder
-description: Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
+description: "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Artifacts Builder
diff --git a/web-app/public/skills/web-design-guidelines/SKILL.md b/web-app/public/skills/web-design-guidelines/SKILL.md
index 20c409cc..01dbb9cd 100644
--- a/web-app/public/skills/web-design-guidelines/SKILL.md
+++ b/web-app/public/skills/web-design-guidelines/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-design-guidelines
-description: Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site aga...
+description: "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Interface Guidelines
diff --git a/web-app/public/skills/web-performance-optimization/SKILL.md b/web-app/public/skills/web-performance-optimization/SKILL.md
index e5531be1..22b865fb 100644
--- a/web-app/public/skills/web-performance-optimization/SKILL.md
+++ b/web-app/public/skills/web-performance-optimization/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web-performance-optimization
-description: Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
+description: "Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Performance Optimization
diff --git a/web-app/public/skills/web3-testing/SKILL.md b/web-app/public/skills/web3-testing/SKILL.md
index 064d1dee..69cf11d2 100644
--- a/web-app/public/skills/web3-testing/SKILL.md
+++ b/web-app/public/skills/web3-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: web3-testing
-description: Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...
+description: "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # Web3 Smart Contract Testing
diff --git a/web-app/public/skills/webapp-testing/SKILL.md b/web-app/public/skills/webapp-testing/SKILL.md
index 4d33c191..1a761887 100644
--- a/web-app/public/skills/webapp-testing/SKILL.md
+++ b/web-app/public/skills/webapp-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: webapp-testing
-description: Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...
+description: "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Web Application Testing
diff --git a/web-app/public/skills/webflow-automation/SKILL.md b/web-app/public/skills/webflow-automation/SKILL.md
index 201beccd..a8c94c99 100644
--- a/web-app/public/skills/webflow-automation/SKILL.md
+++ b/web-app/public/skills/webflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: webflow-automation
-description: Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Webflow Automation via Rube MCP
diff --git a/web-app/public/skills/whatsapp-automation/SKILL.md b/web-app/public/skills/whatsapp-automation/SKILL.md
index c1a9c519..b3c0e70a 100644
--- a/web-app/public/skills/whatsapp-automation/SKILL.md
+++ b/web-app/public/skills/whatsapp-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: whatsapp-automation
-description: 'Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.'
+description: "Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # WhatsApp Business Automation via Rube MCP
diff --git a/web-app/public/skills/wiki-architect/SKILL.md b/web-app/public/skills/wiki-architect/SKILL.md
index e6259753..8358be60 100644
--- a/web-app/public/skills/wiki-architect/SKILL.md
+++ b/web-app/public/skills/wiki-architect/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-architect
-description: Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...
+description: "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Architect
diff --git a/web-app/public/skills/wiki-changelog/SKILL.md b/web-app/public/skills/wiki-changelog/SKILL.md
index 67187826..dcf714a3 100644
--- a/web-app/public/skills/wiki-changelog/SKILL.md
+++ b/web-app/public/skills/wiki-changelog/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-changelog
-description: Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...
+description: "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Wiki Changelog
diff --git a/web-app/public/skills/wiki-onboarding/SKILL.md b/web-app/public/skills/wiki-onboarding/SKILL.md
index 9b2be7e4..1ee9d2f9 100644
--- a/web-app/public/skills/wiki-onboarding/SKILL.md
+++ b/web-app/public/skills/wiki-onboarding/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-onboarding
-description: Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...
+description: "Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Onboarding Guide Generator
diff --git a/web-app/public/skills/wiki-page-writer/SKILL.md b/web-app/public/skills/wiki-page-writer/SKILL.md
index 5b5a9b89..875a6eff 100644
--- a/web-app/public/skills/wiki-page-writer/SKILL.md
+++ b/web-app/public/skills/wiki-page-writer/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-page-writer
-description: Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...
+description: "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki Page Writer
diff --git a/web-app/public/skills/wiki-qa/SKILL.md b/web-app/public/skills/wiki-qa/SKILL.md
index daeda2a6..0446e931 100644
--- a/web-app/public/skills/wiki-qa/SKILL.md
+++ b/web-app/public/skills/wiki-qa/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-qa
-description: Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
+description: "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Wiki Q&A
diff --git a/web-app/public/skills/wiki-vitepress/SKILL.md b/web-app/public/skills/wiki-vitepress/SKILL.md
index 5aa96a99..80c40073 100644
--- a/web-app/public/skills/wiki-vitepress/SKILL.md
+++ b/web-app/public/skills/wiki-vitepress/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wiki-vitepress
-description: Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...
+description: "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Wiki VitePress Packager
diff --git a/web-app/public/skills/windows-privilege-escalation/SKILL.md b/web-app/public/skills/windows-privilege-escalation/SKILL.md
index 4b19a90b..c60ddfcf 100644
--- a/web-app/public/skills/windows-privilege-escalation/SKILL.md
+++ b/web-app/public/skills/windows-privilege-escalation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: windows-privilege-escalation
-description: This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows miscon...
+description: "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: ai-ml
+date_added: "2026-02-27"
 ---
 
 # Windows Privilege Escalation
diff --git a/web-app/public/skills/wordpress-penetration-testing/SKILL.md b/web-app/public/skills/wordpress-penetration-testing/SKILL.md
index 82e0bf21..64d2536b 100644
--- a/web-app/public/skills/wordpress-penetration-testing/SKILL.md
+++ b/web-app/public/skills/wordpress-penetration-testing/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wordpress-penetration-testing
-description: This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugins", "exploit WordPress vu...
+description: "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: testing
+date_added: "2026-02-27"
 ---
 
 # WordPress Penetration Testing
diff --git a/web-app/public/skills/workflow-automation/SKILL.md b/web-app/public/skills/workflow-automation/SKILL.md
index e715e70b..5a9e0bed 100644
--- a/web-app/public/skills/workflow-automation/SKILL.md
+++ b/web-app/public/skills/workflow-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: workflow-automation
-description: Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
+description: "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Workflow Automation
diff --git a/web-app/public/skills/workflow-orchestration-patterns/SKILL.md b/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
index 7b2b29c4..ed6cb7c6 100644
--- a/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
+++ b/web-app/public/skills/workflow-orchestration-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: workflow-orchestration-patterns
-description: Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
+description: "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: devops
+date_added: "2026-02-27"
 ---
 
 # Workflow Orchestration Patterns
diff --git a/web-app/public/skills/workflow-patterns/SKILL.md b/web-app/public/skills/workflow-patterns/SKILL.md
index ec31bc46..e533ed51 100644
--- a/web-app/public/skills/workflow-patterns/SKILL.md
+++ b/web-app/public/skills/workflow-patterns/SKILL.md
@@ -4,7 +4,6 @@ description: Use this skill when implementing tasks according to Conductor's TDD
 risk: unknown
 source: community
 date_added: '2026-02-27'
-category: devops
 ---
 
 # Workflow Patterns
diff --git a/web-app/public/skills/wrike-automation/SKILL.md b/web-app/public/skills/wrike-automation/SKILL.md
index a1a55ab0..91ce54b3 100644
--- a/web-app/public/skills/wrike-automation/SKILL.md
+++ b/web-app/public/skills/wrike-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: wrike-automation
-description: 'Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.'
+description: "Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Wrike Automation via Rube MCP
diff --git a/web-app/public/skills/writing-plans/SKILL.md b/web-app/public/skills/writing-plans/SKILL.md
index d50ff636..de1321f9 100644
--- a/web-app/public/skills/writing-plans/SKILL.md
+++ b/web-app/public/skills/writing-plans/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: writing-plans
-description: Use when you have a spec or requirements for a multi-step task, before touching code
+description: "Use when you have a spec or requirements for a multi-step task, before touching code"
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: content
+date_added: "2026-02-27"
 ---
 
 # Writing Plans
diff --git a/web-app/public/skills/x-article-publisher-skill/SKILL.md b/web-app/public/skills/x-article-publisher-skill/SKILL.md
index 360245c9..a1af104a 100644
--- a/web-app/public/skills/x-article-publisher-skill/SKILL.md
+++ b/web-app/public/skills/x-article-publisher-skill/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: x-article-publisher-skill
-description: Publish articles to X/Twitter
+description: "Publish articles to X/Twitter"
 risk: safe
-source: https://github.com/wshuyi/x-article-publisher-skill
-date_added: '2026-02-27'
-category: content
+source: "https://github.com/wshuyi/x-article-publisher-skill"
+date_added: "2026-02-27"
 ---
 
 # X Article Publisher Skill
diff --git a/web-app/public/skills/xlsx-official/SKILL.md b/web-app/public/skills/xlsx-official/SKILL.md
index 599efa91..0d746c3e 100644
--- a/web-app/public/skills/xlsx-official/SKILL.md
+++ b/web-app/public/skills/xlsx-official/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: xlsx-official
-description: Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
+description: "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ...."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: data-science
+date_added: "2026-02-27"
 ---
 
 # Requirements for Outputs
diff --git a/web-app/public/skills/xss-html-injection/SKILL.md b/web-app/public/skills/xss-html-injection/SKILL.md
index 5f09542d..11a0442e 100644
--- a/web-app/public/skills/xss-html-injection/SKILL.md
+++ b/web-app/public/skills/xss-html-injection/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: xss-html-injection
-description: This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection...
+description: "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Cross-Site Scripting and HTML Injection Testing
diff --git a/web-app/public/skills/youtube-automation/SKILL.md b/web-app/public/skills/youtube-automation/SKILL.md
index 25970386..bdf131e8 100644
--- a/web-app/public/skills/youtube-automation/SKILL.md
+++ b/web-app/public/skills/youtube-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: youtube-automation
-description: 'Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.'
+description: "Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # YouTube Automation via Rube MCP
diff --git a/web-app/public/skills/zapier-make-patterns/SKILL.md b/web-app/public/skills/zapier-make-patterns/SKILL.md
index dcc6d6e3..197c911f 100644
--- a/web-app/public/skills/zapier-make-patterns/SKILL.md
+++ b/web-app/public/skills/zapier-make-patterns/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zapier-make-patterns
-description: No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...
+description: "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ..."
 risk: unknown
-source: vibeship-spawner-skills (Apache 2.0)
-date_added: '2026-02-27'
-category: automation
+source: "vibeship-spawner-skills (Apache 2.0)"
+date_added: "2026-02-27"
 ---
 
 # Zapier & Make Patterns
diff --git a/web-app/public/skills/zendesk-automation/SKILL.md b/web-app/public/skills/zendesk-automation/SKILL.md
index 9ada5cfe..514db691 100644
--- a/web-app/public/skills/zendesk-automation/SKILL.md
+++ b/web-app/public/skills/zendesk-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zendesk-automation
-description: 'Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.'
+description: "Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zendesk Automation via Rube MCP
diff --git a/web-app/public/skills/zoho-crm-automation/SKILL.md b/web-app/public/skills/zoho-crm-automation/SKILL.md
index 2d669174..071bc91a 100644
--- a/web-app/public/skills/zoho-crm-automation/SKILL.md
+++ b/web-app/public/skills/zoho-crm-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zoho-crm-automation
-description: 'Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.'
+description: "Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zoho CRM Automation via Rube MCP
diff --git a/web-app/public/skills/zoom-automation/SKILL.md b/web-app/public/skills/zoom-automation/SKILL.md
index d7397f0e..afc0f41c 100644
--- a/web-app/public/skills/zoom-automation/SKILL.md
+++ b/web-app/public/skills/zoom-automation/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zoom-automation
-description: Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
+description: "Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: automation
+date_added: "2026-02-27"
 ---
 
 # Zoom Automation via Rube MCP
diff --git a/web-app/public/skills/zustand-store-ts/SKILL.md b/web-app/public/skills/zustand-store-ts/SKILL.md
index 6fc60bcc..9ed7ed1f 100644
--- a/web-app/public/skills/zustand-store-ts/SKILL.md
+++ b/web-app/public/skills/zustand-store-ts/SKILL.md
@@ -1,10 +1,9 @@
 ---
 name: zustand-store-ts
-description: Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
+description: "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti..."
 risk: unknown
 source: community
-date_added: '2026-02-27'
-category: web-development
+date_added: "2026-02-27"
 ---
 
 # Zustand Store
diff --git a/web-app/test_output.txt b/web-app/test_output.txt
new file mode 100644
index 00000000..22a23c19
--- /dev/null
+++ b/web-app/test_output.txt
@@ -0,0 +1,70 @@
+
+ RUN  v2.1.9 C:/Users/shiva/Desktop/ag/antigravity-awesome-skills/web-app
+
+ Γ¥» src/pages/__tests__/SkillDetail.test.tsx (6 tests | 6 failed) 44ms
+   × SkillDetail > Loading state > should show loading spinner when context is loading 27ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Loading state > should show loading spinner when markdown is loading 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Skill rendering > should render skill details correctly 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Skill rendering > should show skill not found when id does not exist 2ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Copy functionality > should copy skill name to clipboard when clicked 4ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+   × SkillDetail > Star button integration > should render star button component with correct count 3ms
+     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+
+⎯⎯⎯⎯⎯⎯⎯ Failed Tests 6 ⎯⎯⎯⎯⎯⎯⎯
+
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when context is loading
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when markdown is loading
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should render skill details correctly
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should show skill not found when id does not exist
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Copy functionality > should copy skill name to clipboard when clicked
+ FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Star button integration > should render star button component with correct count
+Error: [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
+If you need to partially mock a module, you can use "importOriginal" helper inside:
+
+vi.mock(import("../../context/SkillContext"), async (importOriginal) => {
+  const actual = await importOriginal()
+  return {
+    ...actual,
+    // your mocked methods
+  }
+})
+
+ Γ¥» wrapper src/utils/testUtils.tsx:25:10
+     23|     wrapper: ({ children }) => (
+     24|       <MemoryRouter initialEntries={[route]}>
+     25|         <SkillProvider>
+       |          ^
+     26|           {/* If path is provided and not default, wrap in Route to in…
+     27|           <Routes>
+ Γ¥» Object.react_stack_bottom_frame node_modules/react-dom/cjs/react-dom-client.development.js:25904:20
+ Γ¥» renderWithHooks node_modules/react-dom/cjs/react-dom-client.development.js:7662:22
+ Γ¥» updateFunctionComponent node_modules/react-dom/cjs/react-dom-client.development.js:10166:19
+ Γ¥» beginWork node_modules/react-dom/cjs/react-dom-client.development.js:11778:18
+ Γ¥» runWithFiberInDEV node_modules/react-dom/cjs/react-dom-client.development.js:874:13
+ Γ¥» performUnitOfWork node_modules/react-dom/cjs/react-dom-client.development.js:17641:22
+ Γ¥» workLoopSync node_modules/react-dom/cjs/react-dom-client.development.js:17469:41
+
+⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/6]⎯
+
+ Test Files  1 failed (1)
+      Tests  6 failed (6)
+   Start at  23:48:07
+   Duration  1.82s (transform 92ms, setup 118ms, collect 261ms, tests 44ms, environment 636ms, prepare 126ms)
+

From 9ffd57737dce1ef0b2db2a9ae084ef652d93d742 Mon Sep 17 00:00:00 2001
From: Shivansh Gupta <shivansh.random@gmail.com>
Date: Thu, 5 Mar 2026 00:36:50 +0530
Subject: [PATCH 8/8] chore: remove test log file

---
 web-app/test_output.txt | 70 -----------------------------------------
 1 file changed, 70 deletions(-)
 delete mode 100644 web-app/test_output.txt

diff --git a/web-app/test_output.txt b/web-app/test_output.txt
deleted file mode 100644
index 22a23c19..00000000
--- a/web-app/test_output.txt
+++ /dev/null
@@ -1,70 +0,0 @@
-
- RUN  v2.1.9 C:/Users/shiva/Desktop/ag/antigravity-awesome-skills/web-app
-
- Γ¥» src/pages/__tests__/SkillDetail.test.tsx (6 tests | 6 failed) 44ms
-   × SkillDetail > Loading state > should show loading spinner when context is loading 27ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Loading state > should show loading spinner when markdown is loading 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Skill rendering > should render skill details correctly 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Skill rendering > should show skill not found when id does not exist 2ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Copy functionality > should copy skill name to clipboard when clicked 4ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-   × SkillDetail > Star button integration > should render star button component with correct count 3ms
-     → [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-
-⎯⎯⎯⎯⎯⎯⎯ Failed Tests 6 ⎯⎯⎯⎯⎯⎯⎯
-
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when context is loading
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Loading state > should show loading spinner when markdown is loading
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should render skill details correctly
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Skill rendering > should show skill not found when id does not exist
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Copy functionality > should copy skill name to clipboard when clicked
- FAIL  src/pages/__tests__/SkillDetail.test.tsx > SkillDetail > Star button integration > should render star button component with correct count
-Error: [vitest] No "SkillProvider" export is defined on the "../../context/SkillContext" mock. Did you forget to return it from "vi.mock"?
-If you need to partially mock a module, you can use "importOriginal" helper inside:
-
-vi.mock(import("../../context/SkillContext"), async (importOriginal) => {
-  const actual = await importOriginal()
-  return {
-    ...actual,
-    // your mocked methods
-  }
-})
-
- Γ¥» wrapper src/utils/testUtils.tsx:25:10
-     23|     wrapper: ({ children }) => (
-     24|       <MemoryRouter initialEntries={[route]}>
-     25|         <SkillProvider>
-       |          ^
-     26|           {/* If path is provided and not default, wrap in Route to in…
-     27|           <Routes>
- Γ¥» Object.react_stack_bottom_frame node_modules/react-dom/cjs/react-dom-client.development.js:25904:20
- Γ¥» renderWithHooks node_modules/react-dom/cjs/react-dom-client.development.js:7662:22
- Γ¥» updateFunctionComponent node_modules/react-dom/cjs/react-dom-client.development.js:10166:19
- Γ¥» beginWork node_modules/react-dom/cjs/react-dom-client.development.js:11778:18
- Γ¥» runWithFiberInDEV node_modules/react-dom/cjs/react-dom-client.development.js:874:13
- Γ¥» performUnitOfWork node_modules/react-dom/cjs/react-dom-client.development.js:17641:22
- Γ¥» workLoopSync node_modules/react-dom/cjs/react-dom-client.development.js:17469:41
-
-⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/6]⎯
-
- Test Files  1 failed (1)
-      Tests  6 failed (6)
-   Start at  23:48:07
-   Duration  1.82s (transform 92ms, setup 118ms, collect 261ms, tests 44ms, environment 636ms, prepare 126ms)
-