chore: regenerate catalog and index after validation fixes

CATALOG.md

@@ -4,7 +4,7 @@ Generated at: 2026-02-08T00:00:00.000Z
 
 Total skills: 1204
 
-## architecture (77)
+## architecture (78)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -31,6 +31,7 @@ Total skills: 1204
 | `code-refactoring-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | code, refactoring, refactor, clean | code, refactoring, refactor, clean, specializing, principles, solid, software, engineering, analyze, provided, improve |
 | `codebase-cleanup-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | codebase, cleanup, refactor, clean | codebase, cleanup, refactor, clean, code, refactoring, specializing, principles, solid, software, engineering, analyze |
 | `context-degradation` | This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoni... | degradation | degradation, context, skill, should, used, user, asks, diagnose, problems, fix, lost, middle |
+| `context-fundamentals` | This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimi... | fundamentals | fundamentals, context, skill, should, used, user, asks, understand, explain, windows, agent, architecture |
 | `core-components` | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | core, components | core, components, component, library, building, ui, tokens, working |
 | `cqrs-implementation` | Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or bu... | cqrs | cqrs, command, query, responsibility, segregation, scalable, architectures, separating, read, write, models, optimizing |
 | `ddd-context-mapping` | Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns. | [ddd, context-map, anti-corruption-layer, integration] | [ddd, context-map, anti-corruption-layer, integration], ddd, context, mapping, map, relationships, between, bounded, contexts |
@@ -47,7 +48,7 @@ Total skills: 1204
 | `game-development/multiplayer` | Multiplayer game development principles. Architecture, networking, synchronization. | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization |
 | `godot-gdscript-patterns` | Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or le... | godot, gdscript | godot, gdscript, including, signals, scenes, state, machines, optimization, building, games, implementing, game |
 | `google-calendar-automation` | Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time.
-Use when user asks to: check calendar, schedule... | google, calendar | google, calendar, interact, list, calendars, view, events, update, delete, find, free, time |
+Use when user asks to: check calendar, schedule... | google, calendar | google, calendar, automation, interact, list, calendars, view, events, update, delete, find, free |
 | `hig-inputs` | Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, fo... | hig, inputs | hig, inputs, apple, guidance, input, methods, interaction, gestures, pencil, keyboards, game, controllers |
 | `hig-patterns` | Apple Human Interface Guidelines interaction and UX patterns. | hig | hig, apple, human, interface, guidelines, interaction, ux |
 | `i18n-localization` | Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. | i18n, localization | i18n, localization, internationalization, detecting, hardcoded, strings, managing, translations, locale, files, rtl |
@@ -97,13 +98,12 @@ pagef... | robius, widget | robius, widget, critical, triggers, apply, textorima
 | `workflow-patterns` | Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding th... |  | skill, implementing, tasks, according, conductor, tdd, handling, phase, checkpoints, managing, git, commits |
 | `zapier-make-patterns` | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code.... | zapier, make | zapier, make, no, code, automation, democratizes, building, formerly, integromat, let, non, developers |
 
-## business (47)
+## business (46)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
 | `apify-competitor-intelligence` | Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. | apify, competitor, intelligence | apify, competitor, intelligence, analyze, content, pricing, ads, market, positioning, google, maps, booking |
 | `apify-market-research` | Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com,... | apify, market, research | apify, market, research, analyze, conditions, geographic, opportunities, pricing, consumer, behavior, product, validation |
-| `blog-writing-guide` | Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill w... | blog, writing | blog, writing, write, review, improve, posts, sentry, engineering, following, specific, standards, voice |
 | `brand-guidelines` | Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing c... | brand, guidelines | brand, guidelines, write, copy, following, sentry, writing, ui, text, error, messages, empty |
 | `chat-widget` | Build a real-time support chat system with a floating widget for users and an admin dashboard for support staff. Use when the user wants live chat, customer ... | chat, widget | chat, widget, real, time, floating, users, admin, dashboard, staff, user, wants, live |
 | `competitive-landscape` | This skill should be used when the user asks to \\\"analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positi... | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze, competitors, assess, identify, differentiation |
@@ -156,7 +156,7 @@ calculations | startup, business, analyst, market, opportunity | startup, busine
 | `startup-financial-modeling` | This skill should be used when the user asks to \\\"create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "est... | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks, projections, model, forecast, revenue |
 | `whatsapp-automation` | Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for c... | whatsapp | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload |
 
-## data-ai (214)
+## data-ai (212)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -186,7 +186,7 @@ calculations | startup, business, analyst, market, opportunity | startup, busine
 | `audio-transcriber` | Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration | [audio, transcription, whisper, meeting-minutes, speech-to-text] | [audio, transcription, whisper, meeting-minutes, speech-to-text], audio, transcriber, transform, recordings, professional, markdown, documentation |
 | `autonomous-agent-patterns` | Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use ... | autonomous, agent | autonomous, agent, building, coding, agents, covers, integration, permission, browser, automation, human, loop |
 | `autonomous-agents` | Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The c... | autonomous, agents | autonomous, agents, ai, independently, decompose, goals, plan, actions, execute, self, correct, without |
-| `aws-agentic-ai` |  | aws, agentic, ai | aws, agentic, ai |
+| `aws-agentic-ai` | Aws Agentic Ai | aws, agentic, ai | aws, agentic, ai |
 | `azure-ai-agents-persistent-dotnet` | Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet, sdk, net, low, level, creating, managing, threads |
 | `azure-ai-agents-persistent-java` | Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java, sdk, low, level, creating, managing, threads, messages |
 | `azure-ai-contentsafety-java` | Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm det... | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text, image |
@@ -246,14 +246,13 @@ calculations | startup, business, analyst, market, opportunity | startup, busine
 | `cc-skill-backend-patterns` | Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. | cc, skill, backend | cc, skill, backend, architecture, api, database, optimization, server, side, node, js, express |
 | `cc-skill-clickhouse-io` | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | cc, skill, clickhouse, io | cc, skill, clickhouse, io, database, query, optimization, analytics, data, engineering, high, performance |
 | `cirq` | Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experi... | cirq | cirq, google, quantum, computing, framework, targeting, ai, hardware, designing, noise, aware, circuits |
-| `claimable-postgres` | Provision instant temporary Postgres databases via Claimable Postgres by Neon (pg.new) with no login, signup, or credit card. Supports REST API, CLI, and SDK... | claimable, postgres | claimable, postgres, provision, instant, temporary, databases, via, neon, pg, new, no, login |
+| `claimable-postgres` | Provision instant temporary Postgres databases via Claimable Postgres by Neon (pg.new). No login or credit card required. Use for quick Postgres environments... | claimable, postgres | claimable, postgres, provision, instant, temporary, databases, via, neon, pg, new, no, login |
 | `clarity-gate` | Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clar... | clarity, gate | clarity, gate, pre, ingestion, verification, epistemic, quality, rag, ensures, documents, properly, qualified |
 | `code-documentation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | code, documentation, doc, generate | code, documentation, doc, generate, specializing, creating, maintainable, api, docs, architecture, diagrams, user |
 | `code-reviewer` | Elite code review expert specializing in modern AI-powered code | code | code, reviewer, elite, review, specializing, ai, powered |
 | `codex-review` | Professional code review with auto CHANGELOG generation, integrated with Codex AI | codex | codex, review, professional, code, auto, changelog, generation, integrated, ai |
 | `computer-use-agents` | Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer... | computer, use, agents | computer, use, agents, ai, interact, computers, like, humans, do, viewing, screens, moving |
 | `content-marketer` | Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marke... | content, marketer | content, marketer, elite, marketing, strategist, specializing, ai, powered, creation, omnichannel, distribution, seo |
-| `context-fundamentals` | This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimi... | fundamentals | fundamentals, context, skill, should, used, user, asks, understand, explain, windows, agent, architecture |
 | `context-manager` | Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. | manager | manager, context, elite, ai, engineering, mastering, dynamic, vector, databases, knowledge, graphs, intelligent |
 | `context-window-management` | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, conte... | window | window, context, managing, llm, windows, including, summarization, trimming, routing, avoiding, rot, token |
 | `conversation-memory` | Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory pers... | conversation, memory | conversation, memory, persistent, llm, conversations, including, short, term, long, entity, remember, persistence |
@@ -263,7 +262,7 @@ calculations | startup, business, analyst, market, opportunity | startup, busine
 | `data-scientist` | Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business in... | data, scientist | data, scientist, analytics, machine, learning, statistical, modeling, complex, analysis, predictive, business, intelligence |
 | `data-storytelling` | Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating dat... | data, storytelling | data, storytelling, transform, compelling, narratives, visualization, context, persuasive, structure, presenting, analytics, stakeholders |
 | `data-structure-protocol` | Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading th... | data, structure, protocol | data, structure, protocol, give, agents, persistent, structural, memory, codebase, navigate, dependencies, track |
-| `data-visualization` |  | data, visualization | data, visualization |
+| `data-visualization` | Data Visualization | data, visualization | data, visualization |
 | `database` | Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering. | database | database, development, operations, covering, sql, nosql, migrations, optimization, data, engineering |
 | `database-architect` | Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. | database | database, architect, specializing, data, layer, scratch, technology, selection, schema, modeling, scalable, architectures |
 | `database-design` | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | database | database, principles, decision, making, schema, indexing, orm, selection, serverless, databases |
@@ -281,18 +280,18 @@ calculations | startup, business, analyst, market, opportunity | startup, busine
 | `fal-upscale` | Upscale and enhance image and video resolution using AI | fal, upscale | fal, upscale, enhance, image, video, resolution, ai |
 | `fal-workflow` | Generate workflow JSON files for chaining AI models | fal | fal, generate, json, files, chaining, ai, models |
 | `fixing-metadata` | Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and ... | fixing, metadata | fixing, metadata, audit, fix, html, including, page, titles, meta, descriptions, canonical, urls |
-| `food-database-query` |  | food, database, query | food, database, query |
-| `fp-data-transforms` | Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access | functional-programming, typescript, data-transformation, fp-ts, arrays, objects, grouping, aggregation, null-safety | functional-programming, typescript, data-transformation, fp-ts, arrays, objects, grouping, aggregation, null-safety, practical, data, transformations |
+| `food-database-query` | Food Database Query | food, database, query | food, database, query |
+| `fp-data-transforms` | Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access | functional-programming, typescript, data-transformation, fp-ts, arrays, objects, grouping, aggregation, null-safety | functional-programming, typescript, data-transformation, fp-ts, arrays, objects, grouping, aggregation, null-safety, fp, data, transforms |
 | `fp-option-ref` | Quick reference for Option type. Use when user needs to handle nullable values, optional data, or wants to avoid null checks. | fp-ts, option, nullable, maybe, quick-reference | fp-ts, option, nullable, maybe, quick-reference, fp, ref, quick, reference, type, user, handle |
 | `fp-pipe-ref` | Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts. | fp-ts, pipe, flow, composition, quick-reference | fp-ts, pipe, flow, composition, quick-reference, fp, ref, quick, reference, user, chain, functions |
-| `fp-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15. | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js, functional, programming |
+| `fp-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15. | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js, fp, practical |
 | `fp-ts-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works ... | fp, ts, react | fp, ts, react, practical, hooks, state, forms, data, fetching, building, apps, functional |
 | `frontend-dev-guidelines` | Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based archi... | frontend, dev, guidelines | frontend, dev, guidelines, opinionated, development, standards, react, typescript, applications, covers, suspense, first |
 | `frontend-ui-dark-ts` | Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboard... | frontend, ui, dark, ts | frontend, ui, dark, ts, themed, react, applications, tailwind, css, custom, theming, glassmorphism |
 | `geo-fundamentals` | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | geo, fundamentals | geo, fundamentals, generative, engine, optimization, ai, search, engines, chatgpt, claude, perplexity |
 | `google-analytics-automation` | Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for cu... | google, analytics | google, analytics, automation, automate, tasks, via, rube, mcp, composio, run, reports, list |
 | `google-sheets-automation` | Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges,
-search for spreadsheets, and view metadata. Use wh... | google, sheets | google, sheets, read, write, spreadsheets, get, content, update, cells, append, rows, fetch |
+search for spreadsheets, and view metadata. Use wh... | google, sheets | google, sheets, automation, read, write, spreadsheets, get, content, update, cells, append, rows |
 | `googlesheets-automation` | Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting,... | googlesheets | googlesheets, automation, automate, google, sheets, operations, read, write, format, filter, spreadsheets, via |
 | `graphql` | GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful al... | graphql | graphql, gives, clients, exactly, data, no, less, one, endpoint, typed, schema, introspection |
 | `hig-technologies` | Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple... | hig, technologies | hig, technologies, apple, guidance, technology, integrations, siri, pay, healthkit, homekit, arkit, machine |
@@ -321,7 +320,6 @@ makepad dynamic, make... | makepad, splash | makepad, splash, critical, scriptin
 BotClient, OpenAI, SSE streaming, AI chat, molykit,
 PlatformSend, spawn(), ThreadToken, cross-platfor... | molykit | molykit, critical, ai, chat, toolkit, triggers, botclient, openai, sse, streaming, platformsend, spawn |
 | `n8n-expression-syntax` | Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting e... | n8n, expression, syntax | n8n, expression, syntax, validate, fix, common, errors, writing, expressions, accessing, json, node |
-| `n8n-workflow-patterns` | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, pl... | n8n | n8n, proven, architectural, real, building, new, designing, structure, choosing, planning, architecture, asking |
 | `nanobanana-ppt-skills` | AI-powered PPT generation with document analysis and styled images | nanobanana, ppt, skills | nanobanana, ppt, skills, ai, powered, generation, document, analysis, styled, images |
 | `neon-postgres` | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, dat... | neon, postgres | neon, postgres, serverless, branching, connection, pooling, prisma, drizzle, integration, database |
 | `nextjs-app-router-patterns` | Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, impleme... | nextjs, app, router | nextjs, app, router, next, js, 14, server, components, streaming, parallel, routes, data |
@@ -342,7 +340,6 @@ applications. | php | php, pro, write, idiomatic, code, generators, iterators, s
 | `prompt-caching` | Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache... | prompt, caching | prompt, caching, llm, prompts, including, anthropic, response, cag, cache, augmented, generation, augm |
 | `prompt-engineering-patterns` | Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, impro... | prompt, engineering | prompt, engineering, techniques, maximize, llm, performance, reliability, controllability, optimizing, prompts, improving, outputs |
 | `pydantic-models-py` | Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schem... | pydantic, models, py | pydantic, models, py, following, multi, model, base, update, response, indb, variants, defining |
-| `qiskit` | IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization t... | qiskit | qiskit, ibm, quantum, computing, framework, targeting, hardware, working, runtime, workloads, needing, optimization |
 | `rag-engineer` | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LL... | rag | rag, engineer, building, retrieval, augmented, generation, masters, embedding, models, vector, databases, chunking |
 | `rag-implementation` | RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimiza... | rag | rag, retrieval, augmented, generation, covering, embedding, selection, vector, database, setup, chunking, optimization |
 | `react-ui-patterns` | Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states. | react, ui | react, ui, loading, states, error, handling, data, fetching, building, components, async, managing |
@@ -352,13 +349,14 @@ Scope::with_data, save state, load state, serde,
 ... | robius, state | robius, state, critical, triggers, appstate, persistence, theme, switch, scope, data, save, load |
 | `scala-pro` | Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO... | scala | scala, pro, enterprise, grade, development, functional, programming, distributed, big, data, processing, apache |
 | `schema-markup` | Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. | schema, markup | schema, markup, validate, optimize, org, structured, data, eligibility, correctness, measurable, seo, impact |
-| `scikit-learn` | Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dime... | scikit, learn | scikit, learn, machine, learning, python, working, supervised, classification, regression, unsupervised, clustering, dimensionality |
+| `scikit-learn` | Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines. | scikit, learn | scikit, learn, machine, learning, python, classification, regression, clustering, model, evaluation, ml, pipelines |
 | `segment-cdp` | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinat... | segment, cdp | segment, cdp, customer, data, platform, including, analytics, js, server, side, tracking, plans |
 | `sendgrid-automation` | Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Al... | sendgrid | sendgrid, automation, automate, email, operations, including, sending, emails, managing, contacts, lists, sender |
 | `senior-architect` | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, F... | senior | senior, architect, software, architecture, skill, designing, scalable, maintainable, reactjs, nextjs, nodejs, express |
 | `similarity-search-patterns` | Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieva... | similarity, search | similarity, search, efficient, vector, databases, building, semantic, implementing, nearest, neighbor, queries, optimizing |
 | `skill-creator-ms` | Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating exi... | skill, creator, ms | skill, creator, ms, creating, effective, skills, ai, coding, agents, working, azure, sdks |
 | `skill-seekers` | -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes. | skill, seekers | skill, seekers, automatically, convert, documentation, websites, github, repositories, pdfs, claude, ai, skills |
+| `skin-health-analyzer` | Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medi... | skin, health, analyzer | skin, health, analyzer, analyze, data, identify, problem, assess, status, supports, correlation, analysis |
 | `spark-optimization` | Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or... | spark, optimization | spark, optimization, optimize, apache, jobs, partitioning, caching, shuffle, memory, tuning, improving, performance |
 | `sql-injection-testing` | This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection"... | sql, injection | sql, injection, testing, skill, should, used, user, asks, test, vulnerabilities, perform, sqli |
 | `sql-optimization-patterns` | Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when de... | sql, optimization | sql, optimization, query, indexing, explain, analysis, dramatically, improve, database, performance, eliminate, slow |
@@ -385,7 +383,7 @@ Scope::with_data, save state, load state, serde,
 | `xlsx-official` | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work ... | xlsx, official | xlsx, official, spreadsheet, creation, editing, analysis, formulas, formatting, data, visualization, claude, work |
 | `youtube-automation` | Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools firs... | youtube | youtube, automation, automate, tasks, via, rube, mcp, composio, upload, videos, playlists, search |
 
-## development (169)
+## development (171)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -459,6 +457,7 @@ Scope::with_data, save state, load state, serde,
 | `devcontainer-setup` | Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a pr... | devcontainer, setup | devcontainer, setup, creates, devcontainers, claude, code, language, specific, tooling, python, node, rust |
 | `development` | Comprehensive web, mobile, and backend development workflow bundling frontend, backend, full-stack, and mobile development skills for end-to-end application ... |  | development, web, mobile, backend, bundling, frontend, full, stack, skills, application, delivery |
 | `discord-bot-architect` | Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactiv... | discord, bot | discord, bot, architect, specialized, skill, building, bots, covers, js, javascript, pycord, python |
+| `django-access-review` | django-access-review | django, access | django, access, review |
 | `documentation` | Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing. | documentation | documentation, generation, covering, api, docs, architecture, readme, files, code, comments, technical, writing |
 | `dotnet-architect` | Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. | dotnet | dotnet, architect, net, backend, specializing, asp, core, entity, framework, dapper, enterprise, application |
 | `dotnet-backend-patterns` | Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Ent... | dotnet, backend | dotnet, backend, net, development, building, robust, apis, mcp, servers, enterprise, applications, covers |
@@ -469,10 +468,10 @@ Scope::with_data, save state, load state, serde,
 | `fastapi-router-py` | Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new rout... | fastapi, router, py | fastapi, router, py, routers, crud, operations, authentication, dependencies, proper, response, models, building |
 | `fastapi-templates` | Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applicati... | fastapi | fastapi, async, dependency, injection, error, handling, building, new, applications, setting, up, backend |
 | `firecrawl-scraper` | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | firecrawl, scraper | firecrawl, scraper, deep, web, scraping, screenshots, pdf, parsing, website, crawling, api |
-| `fp-async` | Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples | fp-ts, typescript, async, error-handling, practical, promises, api, fetch | fp-ts, typescript, async, error-handling, practical, promises, api, fetch, fp, ts, taskeither, clean |
-| `fp-backend` | Functional programming patterns for Node.js/Deno backend development using fp-ts, ReaderTaskEither, and functional dependency injection | fp-ts, typescript, backend, functional-programming, node, deno, dependency-injection, reader-task-either | fp-ts, typescript, backend, functional-programming, node, deno, dependency-injection, reader-task-either, fp, ts, functional, programming |
-| `fp-errors` | Stop throwing everywhere - handle errors as values using Either and TaskEither for cleaner, more predictable code | fp-ts, error-handling, either, task-either, typescript, validation, practical | fp-ts, error-handling, either, task-either, typescript, validation, practical, error, handling, fp, ts, stop |
-| `fp-pragmatic` | A practical, jargon-free guide to functional programming - the 80/20 approach that gets results without the academic overhead | fp-ts, functional-programming, typescript, pragmatic, beginner-friendly, best-practices | fp-ts, functional-programming, typescript, pragmatic, beginner-friendly, best-practices, functional, programming, practical, jargon, free, 80 |
+| `fp-async` | Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples | fp-ts, typescript, async, error-handling, practical, promises, api, fetch | fp-ts, typescript, async, error-handling, practical, promises, api, fetch, fp, taskeither, clean, pipelines |
+| `fp-backend` | Functional programming patterns for Node.js/Deno backend development using fp-ts, ReaderTaskEither, and functional dependency injection | fp-ts, typescript, backend, functional-programming, node, deno, dependency-injection, reader-task-either | fp-ts, typescript, backend, functional-programming, node, deno, dependency-injection, reader-task-either, fp, functional, programming, js |
+| `fp-errors` | Stop throwing everywhere - handle errors as values using Either and TaskEither for cleaner, more predictable code | fp-ts, error-handling, either, task-either, typescript, validation, practical | fp-ts, error-handling, either, task-either, typescript, validation, practical, fp, errors, stop, throwing, everywhere |
+| `fp-pragmatic` | A practical, jargon-free guide to functional programming - the 80/20 approach that gets results without the academic overhead | fp-ts, functional-programming, typescript, pragmatic, beginner-friendly, best-practices | fp-ts, functional-programming, typescript, pragmatic, beginner-friendly, best-practices, fp, practical, jargon, free, functional, programming |
 | `fp-refactor` | Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns | fp-ts, refactoring, functional-programming, typescript, migration, either, option, task, reader | fp-ts, refactoring, functional-programming, typescript, migration, either, option, task, reader, fp, refactor, imperative |
 | `fp-taskeither-ref` | Quick reference for TaskEither. Use when user needs async error handling, API calls, or Promise-based operations that can fail. | fp-ts, taskeither, async, promise, error-handling, quick-reference | fp-ts, taskeither, async, promise, error-handling, quick-reference, fp, ref, quick, reference, user, error |
 | `fp-ts-errors` | Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with f... | fp, ts, errors | fp, ts, errors, handle, values, either, taskeither, cleaner, predictable, typescript, code, implementing |
@@ -514,6 +513,7 @@ no matching field, parse error, widget... | makepad, reference | makepad, refere
 | `n8n-code-javascript` | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working wit... | n8n, code, javascript | n8n, code, javascript, write, nodes, writing, input, json, node, syntax, making, http |
 | `n8n-code-python` | 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 Py... | n8n, code, python | n8n, code, python, write, nodes, writing, input, json, node, syntax, working, standard |
 | `n8n-node-configuration` | Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between g... | n8n, node, configuration | n8n, node, configuration, operation, aware, guidance, configuring, nodes, understanding, property, dependencies, determining |
+| `n8n-workflow-patterns` | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, pl... | n8n | n8n, proven, architectural, real, building, new, designing, structure, choosing, planning, architecture, asking |
 | `odoo-migration-helper` | Step-by-step guide for migrating Odoo custom modules between versions (v14→v15→v16→v17). Covers API changes, deprecated methods, and view migration. | odoo, migration, helper | odoo, migration, helper, step, migrating, custom, modules, between, versions, v14, v15, v16 |
 | `odoo-rpc-api` | Expert on Odoo's external JSON-RPC and XML-RPC APIs. Covers authentication, model calls, record CRUD, and real-world integration examples in Python, JavaScri... | odoo, rpc, api | odoo, rpc, api, external, json, xml, apis, covers, authentication, model, calls, record |
 | `odoo-shopify-integration` | Connect Odoo with Shopify: sync products, inventory, orders, and customers using the Shopify API and Odoo's external API or connector modules. | odoo, shopify, integration | odoo, shopify, integration, connect, sync, products, inventory, orders, customers, api, external, connector |
@@ -563,7 +563,7 @@ no matching field, parse error, widget... | makepad, reference | makepad, refere
 | `zod-validation-expert` | Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js... | zod, validation | zod, validation, typescript, first, schema, covers, parsing, custom, errors, refinements, type, inference |
 | `zustand-store-ts` | Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creati... | zustand, store, ts | zustand, store, ts, stores, typescript, subscribewithselector, middleware, proper, state, action, separation, building |
 
-## general (298)
+## general (299)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -583,23 +583,25 @@ no matching field, parse error, widget... | makepad, reference | makepad, refere
 | `app-builder/templates` | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | app, builder/templates | app, builder/templates, scaffolding, new, applications, creating, scratch, contains, 12, various, tech, stacks |
 | `arm-cortex-expert` | Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). | arm, cortex | arm, cortex, senior, embedded, software, engineer, specializing, firmware, driver, development, microcontrollers, teensy |
 | `ask-questions-if-underspecified` | Clarify requirements before implementing. Use when serious doubts arise. | ask, questions, if, underspecified | ask, questions, if, underspecified, clarify, requirements, before, implementing, serious, doubts, arise |
-| `automate-whatsapp` |  | automate, whatsapp | automate, whatsapp |
+| `automate-whatsapp` | Automate Whatsapp | automate, whatsapp | automate, whatsapp |
 | `avalonia-layout-zafiro` | Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. | avalonia, layout, zafiro | avalonia, layout, zafiro, guidelines, ui, emphasizing, shared, styles, generic, components, avoiding, xaml |
 | `avalonia-zafiro-development` | Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. | avalonia, zafiro | avalonia, zafiro, development, mandatory, skills, conventions, behavioral, rules, ui, toolkit |
-| `aws-cdk-development` |  | aws, cdk | aws, cdk, development |
-| `aws-common` |  | aws, common | aws, common |
+| `aws-cdk-development` | Aws Cdk Development | aws, cdk | aws, cdk, development |
+| `aws-common` | Aws Common | aws, common | aws, common |
 | `aws-cost-cleanup` | Automated cleanup of unused AWS resources to reduce costs | aws, cost, cleanup | aws, cost, cleanup, automated, unused, resources, reduce, costs |
-| `aws-cost-ops` |  | aws, cost, ops | aws, cost, ops |
+| `aws-cost-ops` | Aws Cost Ops | aws, cost, ops | aws, cost, ops |
 | `aws-cost-optimizer` | Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer | aws, cost, optimizer | aws, cost, optimizer, analysis, optimization, recommendations, cli, explorer |
-| `aws-mcp-setup` |  | aws, mcp, setup | aws, mcp, setup |
-| `aws-serverless-eda` |  | aws, serverless, eda | aws, serverless, eda |
+| `aws-mcp-setup` | Aws Mcp Setup | aws, mcp, setup | aws, mcp, setup |
+| `aws-serverless-eda` | Aws Serverless Eda | aws, serverless, eda | aws, serverless, eda |
 | `backtesting-frameworks` | Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developin... | backtesting, frameworks | backtesting, frameworks, robust, trading, proper, handling, look, ahead, bias, survivorship, transaction, costs |
 | `bazel-build-optimization` | Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise co... | bazel, build, optimization | bazel, build, optimization, optimize, large, scale, monorepos, configuring, implementing, remote, execution, optimizing |
 | `blockchain-developer` | Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockcha... | blockchain | blockchain, developer, web3, applications, smart, contracts, decentralized, implements, defi, protocols, nft, platforms |
+| `blog-writing-guide` | Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill w... | blog, writing | blog, writing, write, review, improve, posts, sentry, engineering, following, specific, standards, voice |
 | `brand-guidelines-anthropic` | 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 co... | brand, guidelines, anthropic | brand, guidelines, anthropic, applies, official, colors, typography, any, sort, artifact, may, benefit |
 | `brand-guidelines-community` | 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 co... | brand, guidelines, community | brand, guidelines, community, applies, anthropic, official, colors, typography, any, sort, artifact, may |
 | `bug-hunter` | Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression. | bug, hunter | bug, hunter, systematically, finds, fixes, bugs, proven, debugging, techniques, traces, symptoms, root |
-| `building-secure-contracts` |  | building, secure, contracts | building, secure, contracts |
+| `build` | build | build | build |
+| `building-secure-contracts` | Building Secure Contracts | building, secure, contracts | building, secure, contracts |
 | `busybox-on-windows` | How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows. | busybox, on, windows | busybox, on, windows, how, win32, run, many, standard, unix, command, line |
 | `c-pro` | Write efficient C code with proper memory management, pointer | c | c, pro, write, efficient, code, proper, memory, pointer |
 | `canvas-design` | 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... | canvas | canvas, beautiful, visual, art, png, pdf, documents, philosophy, should, skill, user, asks |
@@ -634,7 +636,7 @@ no matching field, parse error, widget... | makepad, reference | makepad, refere
 | `context-optimization` | This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "p... | optimization | optimization, context, skill, should, used, user, asks, optimize, reduce, token, costs, improve |
 | `cpp-pro` | Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. | cpp | cpp, pro, write, idiomatic, code, features, raii, smart, pointers, stl, algorithms, move |
 | `create-branch` | Create a git branch following Sentry naming conventions. Use when asked to "create a branch", "new branch", "start a branch", "make a branch", "switch to a n... | create, branch | create, branch, git, following, sentry, naming, conventions, asked, new, start, switch, starting |
-| `culture-index` |  | culture, index | culture, index |
+| `culture-index` | Culture Index | culture, index | culture, index |
 | `daily-news-report` | Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports. | daily, news, report | daily, news, report, scrapes, content, preset, url, list, filters, high, quality, technical |
 | `debugging-strategies` | Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use ... | debugging, strategies | debugging, strategies, systematic, techniques, profiling, root, cause, analysis, efficiently, track, down, bugs |
 | `debugging-toolkit-smart-debug` | Use when working with debugging toolkit smart debug | debugging, debug | debugging, debug, toolkit, smart, working |
@@ -655,14 +657,14 @@ evolve, evolution, contribute, contribution, self-improve, self-improvement,
 a... | evolution | evolution, critical, makepad, skills, self, contribution, triggers, evolve, contribute, improve, improvement, add |
 | `executing-plans` | Use when you have a written implementation plan to execute in a separate session with review checkpoints | executing, plans | executing, plans, written, plan, execute, separate, session, review, checkpoints |
 | `expo-dev-client` | Build and distribute Expo development clients locally or via TestFlight | expo, dev, client | expo, dev, client, distribute, development, clients, locally, via, testflight |
-| `expo-ui-jetpack-compose` | `@expo/ui/jetpack-compose` package lets you use Jetpack Compose Views and modifiers in your app. | expo, ui, jetpack, compose | expo, ui, jetpack, compose, package, lets, views, modifiers, app |
-| `expo-ui-swift-ui` | `@expo/ui/swift-ui` package lets you use SwiftUI Views and modifiers in your app. | expo, ui, swift | expo, ui, swift, swiftui, package, lets, views, modifiers, app |
+| `expo-ui-jetpack-compose` | expo-ui-jetpack-compose | expo, ui, jetpack, compose | expo, ui, jetpack, compose |
+| `expo-ui-swift-ui` | expo-ui-swift-ui | expo, ui, swift | expo, ui, swift |
 | `fal-platform` | Platform APIs for model management, pricing, and usage tracking | fal, platform | fal, platform, apis, model, pricing, usage, tracking |
 | `family-health-analyzer` | 分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议 | family, health, analyzer | family, health, analyzer |
 | `favicon` | Generate favicons from a source image | favicon | favicon, generate, favicons, source, image |
 | `ffuf-claude-skill` | Web fuzzing with ffuf | ffuf, claude, skill | ffuf, claude, skill, web, fuzzing |
 | `file-organizer` | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants ... | file, organizer | file, organizer, intelligently, organizes, files, folders, understanding, context, finding, duplicates, suggesting, better |
-| `filesystem-context` | This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce... | filesystem | filesystem, context, skill, should, used, user, asks, offload, files, dynamic, discovery, agent |
+| `filesystem-context` | Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading. | filesystem | filesystem, context, file, dynamic, discovery, reducing, window, bloat, offload, files, just, time |
 | `finishing-a-development-branch` | 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 s... | finishing, a, branch | finishing, a, branch, development, complete, all, tests, pass, decide, how, integrate, work |
 | `fitness-analyzer` | 分析运动数据、识别运动模式、评估健身进展，并提供个性化训练建议。支持与慢性病数据的关联分析。 | fitness, analyzer | fitness, analyzer |
 | `fix-review` | Verify fix commits address audit findings without new bugs | fix | fix, review, verify, commits, address, audit, findings, without, new, bugs |
@@ -684,18 +686,10 @@ a... | evolution | evolution, critical, makepad, skills, self, contribution, tri
 | `git-pr-workflows-pr-enhance` | You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descri... | git, pr, enhance | git, pr, enhance, optimization, specializing, creating, high, quality, pull, requests, facilitate, efficient |
 | `git-pushing` | 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... | git, pushing | git, pushing, stage, commit, push, changes, conventional, messages, user, wants, mentions, remote |
 | `github-issue-creator` | Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error me... | github, issue, creator | github, issue, creator, convert, raw, notes, error, logs, voice, dictation, screenshots, crisp |
-| `gmail-automation` | Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels.
-Use when user asks to: search email, read email, send emai... | gmail | gmail, interact, search, emails, read, messages, send, drafts, labels, user, asks, email |
 | `goal-analyzer` | 分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。 | goal, analyzer | goal, analyzer |
 | `godot-4-migration` | Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports. | godot, 4, migration | godot, 4, migration, specialized, migrating, gdscript, covering, syntax, changes, tweens, exports |
-| `google-docs-automation` | Interact with Google Docs - create documents, search by title, read content, and edit text.
-Use when user asks to: create a Google Doc, find a document, read... | google, docs | google, docs, interact, documents, search, title, read, content, edit, text, user, asks |
-| `google-drive-automation` | Interact with Google Drive - search files, find folders, list contents, download files, upload files,
-create folders, move, copy, rename, and trash files. Us... | google, drive | google, drive, interact, search, files, find, folders, list, contents, download, upload, move |
-| `google-slides-automation` | Read and write Google Slides presentations - get text, find presentations, create presentations, add slides,
-replace text, and manage slide content. Use when... | google, slides | google, slides, read, write, presentations, get, text, find, add, replace, slide, content |
-| `great-tables` |  | great, tables | great, tables |
-| `grimoire` |  | grimoire | grimoire |
+| `great-tables` | Great Tables | great, tables | great, tables |
+| `grimoire` | Grimoire | grimoire | grimoire |
 | `haskell-pro` | Expert Haskell engineer specializing in advanced type systems, pure | haskell | haskell, pro, engineer, specializing, type, pure |
 | `health-trend-analyzer` | 分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物依从性、化验结果、情绪睡眠），相关性分析，变化检测，以... | health, trend, analyzer | health, trend, analyzer, bmi, html, echarts |
 | `hierarchical-agent-memory` | Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to th... | hierarchical, agent, memory | hierarchical, agent, memory, scoped, claude, md, reduces, context, token, spend, creates, directory |
@@ -710,18 +704,19 @@ replace text, and manage slide content. Use when... | google, slides | google, s
 | `hig-foundations` | Apple Human Interface Guidelines design foundations. | hig, foundations | hig, foundations, apple, human, interface, guidelines |
 | `hig-platforms` | Apple Human Interface Guidelines for platform-specific design. | hig, platforms | hig, platforms, apple, human, interface, guidelines, platform, specific |
 | `hig-project-context` | Create or update a shared Apple design context document that other HIG skills use to tailor guidance. | hig | hig, context, update, shared, apple, document, other, skills, tailor, guidance |
-| `hosted-agents` | This skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer ... | hosted, agents | hosted, agents, skill, should, used, user, asks, background, agent, coding, set, up |
+| `hosted-agents` | Build background agents in sandboxed environments. Use for hosted coding agents, sandboxed VMs, Modal sandboxes, and remote coding environments. | hosted, agents | hosted, agents, background, sandboxed, environments, coding, vms, modal, sandboxes, remote |
 | `hugging-face-cli` | 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 ... | hugging, face, cli | hugging, face, cli, execute, hub, operations, hf, user, download, models, datasets, spaces |
 | `hugging-face-jobs` | 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, ... | hugging, face, jobs | hugging, face, jobs, skill, should, used, users, want, run, any, workload, infrastructure |
+| `hugging-face-model-trainer` | This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastru... | hugging, face, model, trainer | hugging, face, model, trainer, skill, should, used, users, want, train, fine, tune |
 | `hugging-face-paper-publisher` | Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating... | hugging, face, paper, publisher | hugging, face, paper, publisher, publish, research, papers, hub, supports, creating, pages, linking |
 | `infinite-gratitude` | Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies). | infinite, gratitude | infinite, gratitude, multi, agent, research, skill, parallel, execution, 10, agents, battle, tested |
-| `integrate-whatsapp` |  | integrate, whatsapp | integrate, whatsapp |
+| `integrate-whatsapp` | Integrate Whatsapp | integrate, whatsapp | integrate, whatsapp |
 | `interactive-portfolio` | Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, d... | interactive, portfolio | interactive, portfolio, building, portfolios, actually, land, jobs, clients, just, showing, work, creating |
 | `internal-comms-anthropic` | 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 whenev... | internal, comms, anthropic | internal, comms, anthropic, set, resources, me, write, all, kinds, communications, formats, my |
 | `internal-comms-community` | 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 whenev... | internal, comms, community | internal, comms, community, set, resources, me, write, all, kinds, communications, formats, my |
 | `inventory-demand-planning` | Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers. | inventory, demand, planning | inventory, demand, planning, codified, expertise, forecasting, safety, stock, optimisation, replenishment, promotional, lift |
 | `issues` | Interact with GitHub issues - create, list, and view issues. | issues | issues, interact, github, list, view |
-| `it-depends` |  | it, depends | it, depends |
+| `it-depends` | It Depends | it, depends | it, depends |
 | `julia-pro` | Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. | julia | julia, pro, 10, features, performance, optimization, multiple, dispatch |
 | `last30days` | 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. | last30days | last30days, research, topic, last, 30, days, reddit, web, become, write, copy, paste |
 | `legacy-modernizer` | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compati... | legacy, modernizer | legacy, modernizer, refactor, codebases, migrate, outdated, frameworks, gradual, modernization, technical, debt, dependency |
@@ -730,7 +725,7 @@ replace text, and manage slide content. Use when... | google, slides | google, s
 | `lint-and-validate` | Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Tri... | lint, and, validate | lint, and, validate, automatic, quality, control, linting, static, analysis, procedures, after, every |
 | `linux-privilege-escalation` | This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "a... | linux, privilege, escalation | linux, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc |
 | `linux-shell-scripting` | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or... | linux, shell, scripting | linux, shell, scripting, skill, should, used, user, asks, bash, scripts, automate, tasks |
-| `literature-analysis` |  | literature | literature, analysis |
+| `literature-analysis` | Literature Analysis | literature | literature, analysis |
 | `logistics-exception-management` | Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ year... | logistics, exception | logistics, exception, codified, expertise, handling, freight, exceptions, shipment, delays, damages, losses, carrier |
 | `makepad-animation` | CRITICAL: Use for Makepad animation system. Triggers on:
 makepad animation, makepad animator, makepad hover, makepad state,
@@ -762,13 +757,14 @@ makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, componen
 | `micro-saas-launcher` | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, p... | micro, saas, launcher | micro, saas, launcher, launching, small, products, fast, indie, hacker, approach, building, profitable |
 | `minecraft-bukkit-pro` | Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot, paper, apis |
 | `monorepo-management` | Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependen... | monorepo | monorepo, turborepo, nx, pnpm, workspaces, efficient, scalable, multi, package, repositories, optimized, dependency |
-| `monte-carlo-treasury` |  | monte, carlo, treasury | monte, carlo, treasury |
+| `monte-carlo-treasury` | Monte Carlo Treasury | monte, carlo, treasury | monte, carlo, treasury |
+| `n8n-validation-expert` | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, ... | n8n, validation | n8n, validation, interpret, errors, fixing, them, encountering, warnings, false, positives, operator, structure |
 | `new-rails-project` | Create a new Rails project | new, rails | new, rails |
 | `nft-standards` | Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, ... | nft, standards | nft, standards, erc, 721, 1155, proper, metadata, handling, minting, marketplace, integration, creating |
 | `nosql-expert` | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot ... | nosql | nosql, guidance, distributed, databases, cassandra, dynamodb, mental, models, query, first, modeling, single |
-| `numpy` |  | numpy | numpy |
+| `numpy` | Numpy | numpy | numpy |
 | `nutrition-analyzer` | 分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。 | nutrition, analyzer | nutrition, analyzer |
-| `observe-whatsapp` |  | observe, whatsapp | observe, whatsapp |
+| `observe-whatsapp` | Observe Whatsapp | observe, whatsapp | observe, whatsapp |
 | `obsidian-clipper-template-creator` | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format cli... | obsidian, clipper, creator | obsidian, clipper, creator, creating, web, want, new, clipping, understand, available, variables, format |
 | `occupational-health-analyzer` | 分析职业健康数据、识别工作相关健康风险、评估职业健康状况、提供个性化职业健康建议。支持与睡眠、运动、心理健康等其他健康数据的关联分析。 | occupational, health, analyzer | occupational, health, analyzer |
 | `odoo-accounting-setup` | Expert guide for configuring Odoo Accounting: chart of accounts, journals, fiscal positions, taxes, payment terms, and bank reconciliation. | odoo, accounting, setup | odoo, accounting, setup, configuring, chart, accounts, journals, fiscal, positions, taxes, payment, terms |
@@ -779,15 +775,15 @@ makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, componen
 | `odoo-upgrade-advisor` | Step-by-step Odoo version upgrade advisor: pre-upgrade checklist, community vs enterprise upgrade path, OCA module compatibility, and post-upgrade validation. | odoo, upgrade, advisor | odoo, upgrade, advisor, step, version, pre, checklist, community, vs, enterprise, path, oca |
 | `odoo-xml-views-builder` | Expert at building Odoo XML views: Form, List, Kanban, Search, Calendar, and Graph. Generates correct XML for Odoo 14-17 with proper visibility syntax. | odoo, xml, views, builder | odoo, xml, views, builder, building, form, list, kanban, search, calendar, graph, generates |
 | `onboarding-cro` | 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 ... | onboarding, cro | onboarding, cro, user, wants, optimize, post, signup, activation, first, run, experience, time |
-| `open-source-context` |  | open, source | open, source, context |
-| `operational-guidelines` |  | operational, guidelines | operational, guidelines |
+| `open-source-context` | Open Source Context | open, source | open, source, context |
+| `operational-guidelines` | Operational Guidelines | operational, guidelines | operational, guidelines |
 | `oral-health-analyzer` | 分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。 | oral, health, analyzer | oral, health, analyzer |
-| `osint-evals` |  | osint, evals | osint, evals |
+| `osint-evals` | Osint Evals | osint, evals | osint, evals |
 | `oss-hunter` | Automatically hunt for high-impact OSS contribution opportunities in trending repositories. | oss, hunter | oss, hunter, automatically, hunt, high, impact, contribution, opportunities, trending, repositories |
 | `page-cro` | Analyze and optimize individual pages for conversion performance. | page, cro | page, cro, analyze, optimize, individual, pages, conversion, performance |
 | `paid-ads` | 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 ... | paid, ads | paid, ads, user, wants, advertising, campaigns, google, meta, facebook, instagram, linkedin, twitter |
-| `pandas` |  | pandas | pandas |
-| `paper-analysis` |  | paper | paper, analysis |
+| `pandas` | Pandas | pandas | pandas |
+| `paper-analysis` | Paper Analysis | paper | paper, analysis |
 | `paypal-integration` | Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processin... | paypal, integration | paypal, integration, integrate, payment, processing, express, checkout, subscriptions, refund, implementing, payments, online |
 | `paywall-upgrade-cro` | 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," "upgr... | paywall, upgrade, cro | paywall, upgrade, cro, user, wants, optimize, app, paywalls, screens, upsell, modals, feature |
 | `pdf-official` | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs ... | pdf, official | pdf, official, manipulation, toolkit, extracting, text, tables, creating, new, pdfs, merging, splitting |
@@ -798,7 +794,7 @@ makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, componen
 | `plan-writing` | Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work. | plan, writing | plan, writing, structured, task, planning, clear, breakdowns, dependencies, verification, criteria, implementing, features |
 | `planning-with-files` | 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,... | planning, with, files | planning, with, files, implements, manus, style, file, complex, tasks, creates, task, plan |
 | `plotly` | Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presenta... | plotly | plotly, interactive, visualization, library, hover, info, zoom, pan, web, embeddable, charts, dashboards |
-| `polyfile` |  | polyfile | polyfile |
+| `polyfile` | Polyfile | polyfile | polyfile |
 | `posix-shell-pro` | Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (das... | posix, shell | posix, shell, pro, strict, sh, scripting, maximum, portability, unix, like, specializes, scripts |
 | `pptx-official` | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying o... | pptx, official | pptx, official, presentation, creation, editing, analysis, claude, work, presentations, files, creating, new |
 | `pr-writer` | ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows Sentry conventions for PR titles, desc... | pr, writer | pr, writer, always, skill, creating, updating, pull, requests, never, edit, directly, without |
@@ -807,11 +803,12 @@ makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, componen
 | `professional-proofreader` | 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 ... | professional, proofreader | professional, proofreader, user, asks, proofread, review, correct, fix, grammar, improve, readability, while |
 | `prompt-engineer` | Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) | [prompt-engineering, optimization, frameworks, ai-enhancement] | [prompt-engineering, optimization, frameworks, ai-enhancement], prompt, engineer, transforms, user, prompts, optimized, rtf, risen |
 | `prompt-library` | Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use... | prompt, library | prompt, library, curated, collection, high, quality, prompts, various, cases, includes, role, task |
-| `publish-and-summary` |  | publish, and, summary | publish, and, summary |
-| `pygraphistry` |  | pygraphistry | pygraphistry |
+| `publish-and-summary` | Publish And Summary | publish, and, summary | publish, and, summary |
+| `pygraphistry` | Pygraphistry | pygraphistry | pygraphistry |
+| `qiskit` | IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization t... | qiskit | qiskit, ibm, quantum, computing, framework, targeting, hardware, working, runtime, workloads, needing, optimization |
 | `quality-nonconformance` | Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated m... | quality, nonconformance | quality, nonconformance, codified, expertise, control, non, conformance, investigation, root, cause, analysis, corrective |
-| `quantitative-analysis` |  | quantitative | quantitative, analysis |
-| `rails-upgrade` |  | rails, upgrade | rails, upgrade |
+| `quantitative-analysis` | Quantitative Analysis | quantitative | quantitative, analysis |
+| `rails-upgrade` | Rails Upgrade | rails, upgrade | rails, upgrade |
 | `readme` | 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,'... | readme | readme, user, wants, update, md, file, says, write, document, documentation, asks, he |
 | `receiving-code-review` | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technic... | receiving, code | receiving, code, review, feedback, before, implementing, suggestions, especially, seems, unclear, technically, questionable |
 | `red-team-tools` | This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnera... | red, team | red, team, skill, should, used, user, asks, follow, methodology, perform, bug, bounty |
@@ -819,17 +816,18 @@ makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, componen
 | `rehabilitation-analyzer` | 分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议 | rehabilitation, analyzer | rehabilitation, analyzer |
 | `remotion` | Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays | remotion | remotion, generate, walkthrough, videos, stitch, smooth, transitions, zooming, text, overlays |
 | `requesting-code-review` | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | requesting, code | requesting, code, review, completing, tasks, implementing, major, features, before, merging, verify, work |
-| `research-engineer` |  | research | research, engineer |
+| `research-engineer` | Research Engineer | research | research, engineer |
 | `returns-reverse-logistics` | Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. | returns, reverse, logistics | returns, reverse, logistics, codified, expertise, authorisation, receipt, inspection, disposition, decisions, refund, processing |
 | `reverse-engineer` | Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and mod... | reverse | reverse, engineer, specializing, binary, analysis, disassembly, decompilation, software, masters, ida, pro, ghidra |
 | `robius-matrix-integration` | CRITICAL: Use for Matrix SDK integration with Makepad. Triggers on:
 Matrix SDK, sliding sync, MatrixRequest, timeline,
 matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius, matrix, integration, critical, sdk, makepad, triggers, sliding, sync, matrixrequest, timeline, client |
-| `scipy` |  | scipy | scipy |
+| `scipy` | Scipy | scipy | scipy |
 | `seaborn` | Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive def... | seaborn | seaborn, statistical, visualization, pandas, integration, quick, exploration, distributions, relationships, categorical, comparisons, attractive |
 | `search-specialist` | Expert web researcher using advanced search techniques and | search | search, web, researcher, techniques |
-| `sexual-health-analyzer` |  | sexual, health, analyzer | sexual, health, analyzer |
+| `sexual-health-analyzer` | Sexual Health Analyzer | sexual, health, analyzer | sexual, health, analyzer |
 | `shader-programming-glsl` | Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects. | shader, programming, glsl | shader, programming, glsl, writing, efficient, shaders, vertex, fragment, web, game, engines, covering |
+| `sharp-edges` | sharp-edges | sharp, edges | sharp, edges |
 | `shellcheck-configuration` | Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuri... | shellcheck, configuration | shellcheck, configuration, static, analysis, usage, shell, script, quality, setting, up, linting, infrastructure |
 | `shodan-reconnaissance` | This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services usin... | shodan, reconnaissance | shodan, reconnaissance, skill, should, used, user, asks, search, exposed, devices, internet, perform |
 | `signup-flow-cro` | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "reg... | signup, flow, cro | signup, flow, cro, user, wants, optimize, registration, account, creation, trial, activation, flows |
@@ -837,15 +835,14 @@ matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius
 | `skill-improver` | Iteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycles using the skill-reviewer agent. Us... | skill, improver | skill, improver, iteratively, reviews, fixes, claude, code, quality, issues, until, meet, standards |
 | `skill-rails-upgrade` | Analyze Rails apps and provide upgrade assessments | skill, rails, upgrade | skill, rails, upgrade, analyze, apps, provide, assessments |
 | `skill-router` | 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 insta... | skill, router | skill, router, user, unsure, which, where, start, interviews, targeted, questions, recommends, installed |
-| `skill-writer` | Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to "create a skill", "write a skill", "synt... | skill, writer | skill, writer, synthesize, iteratively, improve, agent, skills, following, specification, asked, write, sources |
-| `skin-health-analyzer` | 分析皮肤健康数据、识别皮肤问题模式、评估皮肤健康状况、提供个性化皮肤健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。 | skin, health, analyzer | skin, health, analyzer |
+| `skill-writer` | Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills. | skill, writer | skill, writer, improve, agent, skills, following, specification, asked, write, update |
 | `slack-gif-creator` | Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users reques... | slack, gif, creator | slack, gif, creator, knowledge, utilities, creating, animated, gifs, optimized, provides, constraints, validation |
 | `sleep-analyzer` | 分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。 | sleep, analyzer | sleep, analyzer |
 | `social-content` | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. A... | social, content | social, content, user, wants, creating, scheduling, optimizing, media, linkedin, twitter, instagram, tiktok |
-| `speckit-updater` |  | speckit, updater | speckit, updater |
+| `speckit-updater` | SpecKit Safe Update | speckit, updater | speckit, updater, safe, update |
 | `speed` | Launch RSVP speed reader for text | speed | speed, launch, rsvp, reader, text |
 | `sred-project-organizer` | Take a list of projects and their related documentation, and organize them into the SRED format for submission. | sred, organizer | sred, organizer, take, list, related, documentation, organize, them, format, submission |
-| `static-analysis` |  | static | static, analysis |
+| `static-analysis` | Static Analysis | static | static, analysis |
 | `stitch-loop` | Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern | stitch, loop | stitch, loop, teaches, agents, iteratively, websites, autonomous, baton, passing |
 | `subagent-driven-development` | Use when executing implementation plans with independent tasks in the current session | subagent, driven | subagent, driven, development, executing, plans, independent, tasks, current, session |
 | `superpowers-lab` | Lab environment for Claude superpowers | superpowers, lab | superpowers, lab, environment, claude |
@@ -866,12 +863,12 @@ matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius
 | `tutorial-engineer` | Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. | tutorial | tutorial, engineer, creates, step, tutorials, educational, content, code, transforms, complex, concepts, progressive |
 | `ui-skills` | Opinionated, evolving constraints to guide agents when building interfaces | ui, skills | ui, skills, opinionated, evolving, constraints, agents, building, interfaces |
 | `ui-ux-designer` | Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. | ui, ux, designer | ui, ux, designer, interface, designs, wireframes, masters, user, research, accessibility, standards |
-| `umap` |  | umap | umap |
+| `umap` | Umap | umap | umap |
 | `upgrading-expo` | Upgrade Expo SDK versions | upgrading, expo | upgrading, expo, upgrade, sdk, versions |
 | `upstash-qstash` | Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash,... | upstash, qstash | upstash, qstash, serverless, message, queues, scheduled, jobs, reliable, http, task, delivery, without |
 | `using-git-worktrees` | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with sma... | using, git, worktrees | using, git, worktrees, starting, feature, work, isolation, current, workspace, before, executing, plans |
 | `using-superpowers` | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | using, superpowers | using, superpowers, starting, any, conversation, establishes, how, find, skills, requiring, skill, invocation |
-| `vercel-deploy-claimable` |  | vercel, deploy, claimable | vercel, deploy, claimable |
+| `vercel-deploy-claimable` | Vercel Deploy Claimable | vercel, deploy, claimable | vercel, deploy, claimable |
 | `verification-before-completion` | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output... | verification, before, completion | verification, before, completion, about, claim, work, complete, fixed, passing, committing, creating, prs |
 | `vexor-cli` | Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location... | vexor, cli | vexor, cli, semantic, file, discovery, via, whenever, locating, where, something, implemented, loaded |
 | `videodb` | Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add o... | [video, editing, transcription, subtitles, search, streaming, ai-generation, media, live-streams, desktop-capture] | [video, editing, transcription, subtitles, search, streaming, ai-generation, media, live-streams, desktop-capture], videodb, video |
@@ -885,10 +882,10 @@ matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius
 | `writing-plans` | Use when you have a spec or requirements for a multi-step task, before touching code | writing, plans | writing, plans, spec, requirements, multi, step, task, before, touching, code |
 | `writing-skills` | Use when creating, updating, or improving agent skills. | writing, skills | writing, skills, creating, updating, improving, agent |
 | `x-article-publisher-skill` | Publish articles to X/Twitter | x, article, publisher, skill | x, article, publisher, skill, publish, articles, twitter |
-| `yara-authoring` |  | yara, authoring | yara, authoring |
+| `yara-authoring` | Yara Authoring | yara, authoring | yara, authoring |
 | `youtube-summarizer` | Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks | [video, summarization, transcription, youtube, content-analysis] | [video, summarization, transcription, youtube, content-analysis], summarizer, extract, transcripts, videos, generate, detailed, summaries |
 
-## infrastructure (129)
+## infrastructure (126)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -925,9 +922,7 @@ matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius
 pipelines, and system utilities. Expert in safe, portable, and testable shell
 scripts. | bash | bash, pro, defensive, scripting, automation, ci, cd, pipelines, utilities, safe, portable, testable |
 | `bats-testing-patterns` | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring t... | bats | bats, testing, bash, automated, shell, script, writing, tests, scripts, ci, cd, pipelines |
-| `biopython` | Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access ... | biopython | biopython, molecular, biology, toolkit, sequence, manipulation, file, parsing, fasta, genbank, pdb, phylogenetics |
 | `box-automation` | Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (... | box | box, automation, automate, cloud, storage, operations, including, file, upload, download, search, folder |
-| `build` | Feature development pipeline - research, plan, track, and implement major features. | build | build, feature, development, pipeline, research, plan, track, major, features |
 | `cdk-patterns` | Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 cons... | cdk | cdk, common, aws, constructs, building, cloud, infrastructure, typescript, python, java, designing, reusable |
 | `chrome-extension-developer` | Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication. | chrome, extension | chrome, extension, developer, building, extensions, manifest, v3, covers, background, scripts, workers, content |
 | `cicd-automation-workflow-automate` | You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Desig... | cicd, automate | cicd, automate, automation, specializing, creating, efficient, ci, cd, pipelines, github, actions, automated |
@@ -969,7 +964,6 @@ scripts. | bash | bash, pro, defensive, scripting, automation, ci, cd, pipelines
 | `gitops-workflow` | Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOp... | gitops | gitops, argocd, flux, automated, declarative, kubernetes, deployments, continuous, reconciliation, implementing, automating, deplo |
 | `grafana-dashboards` | Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visua... | grafana, dashboards | grafana, dashboards, real, time, visualization, application, metrics, building, monitoring, visualizing, creating, operational |
 | `helm-chart-scaffolding` | Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, pa... | helm, chart | helm, chart, scaffolding, organize, charts, templating, packaging, kubernetes, applications, reusable, configurations, creating |
-| `hugging-face-model-trainer` | This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastru... | hugging, face, model, trainer | hugging, face, model, trainer, skill, should, used, users, want, train, fine, tune |
 | `hybrid-cloud-architect` | Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). | hybrid, cloud | hybrid, cloud, architect, specializing, complex, multi, solutions, aws, azure, gcp, private, clouds |
 | `hybrid-cloud-networking` | Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building... | hybrid, cloud, networking | hybrid, cloud, networking, configure, secure, high, performance, connectivity, between, premises, infrastructure, platforms |
 | `istio-traffic-management` | Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic po... | istio, traffic | istio, traffic, configure, including, routing, load, balancing, circuit, breakers, canary, deployments, implementing |
@@ -1027,7 +1021,7 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `workflow-automation` | Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost... |  | automation, infrastructure, makes, ai, agents, reliable, without, durable, execution, network, hiccup, during |
 | `x-twitter-scraper` | X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction too... | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks] | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks], twitter, scraper, data |
 
-## security (145)
+## security (143)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -1071,7 +1065,6 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `deployment-pipeline-design` | Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up... | deployment, pipeline | deployment, pipeline, multi, stage, ci, cd, pipelines, approval, gates, security, checks, orchestration |
 | `devops-troubleshooter` | Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. | devops, troubleshooter | devops, troubleshooter, specializing, rapid, incident, response, debugging, observability |
 | `differential-review` | Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, ca... | differential | differential, review, performs, security, code, changes, prs, commits, diffs, adapts, analysis, depth |
-| `django-access-review` | Django access control and IDOR security review. Use when reviewing Django views, DRF viewsets, ORM queries, or any Python/Django code handling user authoriza... | django, access | django, access, review, control, idor, security, reviewing, views, drf, viewsets, orm, queries |
 | `docker-expert` | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and productio... | docker | docker, containerization, deep, knowledge, multi, stage, image, optimization, container, security, compose, orchestration |
 | `dotnet-backend` | Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns. | dotnet, backend | dotnet, backend, asp, net, core, ef, auth, background, jobs, api |
 | `ethical-hacking-methodology` | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct secur... | ethical, hacking, methodology | ethical, hacking, methodology, skill, should, used, user, asks, learn, understand, penetration, testing |
@@ -1086,7 +1079,7 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `frontend-security-coder` | Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. | frontend, security, coder | frontend, security, coder, secure, coding, specializing, xss, prevention, output, sanitization, client, side |
 | `gdpr-data-handling` | Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU persona... | gdpr, data, handling | gdpr, data, handling, compliant, consent, subject, rights, privacy, building, process, eu, personal |
 | `gha-security-review` | GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", ... | gha, security | gha, security, review, github, actions, exploitation, vulnerabilities, asked, audit, check, ci, pwn |
-| `golang-security-auditor` |  | golang, security, auditor | golang, security, auditor |
+| `golang-security-auditor` | Golang Security Auditor | golang, security, auditor | golang, security, auditor |
 | `graphql-architect` | Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real... | graphql | graphql, architect, federation, performance, optimization, enterprise, security, scalable, schemas, caching, real, time |
 | `grpc-golang` | Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure ser... | grpc, golang | grpc, golang, go, mtls, streaming, observability, designing, protobuf, contracts, buf, implementing, secure |
 | `incident-responder` | Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. | incident, responder | incident, responder, sre, specializing, rapid, problem, resolution, observability |
@@ -1106,7 +1099,7 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `malware-analyst` | Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis,... | malware, analyst | malware, analyst, specializing, defensive, research, threat, intelligence, incident, response, masters, sandbox, analysis |
 | `memory-forensics` | Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analy... | memory, forensics | memory, forensics, techniques, including, acquisition, process, analysis, artifact, extraction, volatility, related, analyzing |
 | `mobile-security-coder` | Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. | mobile, security, coder | mobile, security, coder, secure, coding, specializing, input, validation, webview, specific |
-| `monte-carlo-vulnerability-detection` |  | monte, carlo, vulnerability, detection | monte, carlo, vulnerability, detection |
+| `monte-carlo-vulnerability-detection` | Monte Carlo Vulnerability Detection | monte, carlo, vulnerability, detection | monte, carlo, vulnerability, detection |
 | `mtls-configuration` | Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing... | mtls, configuration | mtls, configuration, configure, mutual, tls, zero, trust, communication, implementing, networking, certificate, securing |
 | `nestjs-expert` | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mo... | nestjs | nestjs, nest, js, framework, specializing, module, architecture, dependency, injection, middleware, guards, interceptors |
 | `network-engineer` | Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. | network | network, engineer, specializing, cloud, networking, security, architectures, performance, optimization |
@@ -1124,14 +1117,14 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `popup-cro` | Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. | popup, cro | popup, cro, optimize, popups, modals, overlays, slide, ins, banners, increase, conversions, without |
 | `postmortem-writing` | Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documen... | postmortem, writing | postmortem, writing, write, effective, blameless, postmortems, root, cause, analysis, timelines, action, items |
 | `product-manager` | Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts. | product-management, saas, frameworks, metrics, strategy | product-management, saas, frameworks, metrics, strategy, product, manager, senior, pm, agent, knowledge, domains |
-| `proof-of-vulnerability` |  | proof, of, vulnerability | proof, of, vulnerability |
-| `python-security-auditor` |  | python, security, auditor | python, security, auditor |
+| `proof-of-vulnerability` | Proof Of Vulnerability | proof, of, vulnerability | proof, of, vulnerability |
+| `python-security-auditor` | Python Security Auditor | python, security, auditor | python, security, auditor |
 | `quant-analyst` | Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. | quant, analyst | quant, analyst, financial, models, backtest, trading, analyze, market, data, implements, risk, metrics |
 | `red-team-tactics` | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | red, team, tactics | red, team, tactics, principles, mitre, att, ck, attack, phases, detection, evasion, reporting |
 | `risk-manager` | Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. | risk, manager | risk, manager, monitor, portfolio, multiples, position, limits, creates, hedging, calculates, expectancy, implements |
 | `risk-metrics-calculation` | Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or... | risk, metrics, calculation | risk, metrics, calculation, calculate, portfolio, including, var, cvar, sharpe, sortino, drawdown, analysis |
-| `risk-modeling` |  | risk, modeling | risk, modeling |
-| `rust-security-auditor` |  | rust, security, auditor | rust, security, auditor |
+| `risk-modeling` | Risk Modeling | risk, modeling | risk, modeling |
+| `rust-security-auditor` | Rust Security Auditor | rust, security, auditor | rust, security, auditor |
 | `saas-mvp-launcher` | Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist. | saas, mvp, launcher | saas, mvp, launcher, planning, building, scratch, provides, structured, roadmap, covering, tech, stack |
 | `sast-configuration` | Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, ... | sast, configuration | sast, configuration, configure, static, application, security, testing, automated, vulnerability, detection, code, setting |
 | `scanning-tools` | This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wi... | scanning | scanning, skill, should, used, user, asks, perform, vulnerability, scan, networks, open, ports |
@@ -1145,7 +1138,7 @@ distri... | makepad, deployment | makepad, deployment, critical, packaging, trig
 | `security-scanning-security-hardening` | Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls. | security, scanning, hardening | security, scanning, hardening, coordinate, multi, layer, application, infrastructure, compliance, controls |
 | `security-scanning-security-sast` | Static Application Security Testing (SAST) for code vulnerability
 analysis across multiple languages and frameworks | security, scanning, sast | security, scanning, sast, static, application, testing, code, vulnerability, analysis, multiple, languages, frameworks |
-| `security-skill-creator` |  | security, skill, creator | security, skill, creator |
+| `security-skill-creator` | Security Skill Creator | security, skill, creator | security, skill, creator |
 | `security/aws-compliance-checker` | Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli] | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli], aws, checker, automated, checking, against |
 | `security/aws-iam-best-practices` | IAM policy review, hardening, and least privilege implementation | [aws, iam, security, access-control, kiro-cli, least-privilege] | [aws, iam, security, access-control, kiro-cli, least-privilege], aws, policy, review, hardening, least, privilege |
 | `security/aws-secrets-rotation` | Automate AWS secrets rotation for RDS, API keys, and credentials | [aws, secrets-manager, security, automation, kiro-cli, credentials] | [aws, secrets-manager, security, automation, kiro-cli, credentials], aws, secrets, rotation, automate, rds, api |
@@ -1156,7 +1149,6 @@ build authority and trust. Identifies missing credibility elements. Use
 PROACTIVELY for YMY... | seo, authority, builder | seo, authority, builder, analyzes, content, signals, suggests, improvements, trust, identifies, missing, credibility |
 | `seo-forensic-incident-response` | Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan. | seo, forensic, incident, response | seo, forensic, incident, response, investigate, sudden, drops, organic, traffic, rankings, run, structured |
 | `service-mesh-expert` | Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observabil... | service, mesh | service, mesh, architect, specializing, istio, linkerd, cloud, native, networking, masters, traffic, security |
-| `sharp-edges` | Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs, configuration schem... | sharp, edges | sharp, edges, identifies, error, prone, apis, dangerous, configurations, footgun, designs, enable, security |
 | `skill-scanner` | Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKI... | skill, scanner | skill, scanner, scan, agent, skills, security, issues, asked, audit, review, check, injection |
 | `solidity-security` | Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, aud... | solidity, security | solidity, security, smart, contract, prevent, common, vulnerabilities, secure, writing, contracts, auditing, existing |
 | `spec-to-code-compliance` | Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs ... | spec, to, code, compliance | spec, to, code, compliance, verifies, implements, exactly, what, documentation, specifies, blockchain, audits |
@@ -1213,7 +1205,7 @@ behavior. Use proactively when encountering any issues. | debugger | debugger, d
 | `tdd-workflows-tdd-refactor` | Use when working with tdd workflows tdd refactor | tdd, refactor | tdd, refactor, working |
 | `test-driven-development` | Use when implementing any feature or bugfix, before writing implementation code | driven | driven, test, development, implementing, any, feature, bugfix, before, writing, code |
 | `test-fixing` | 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 sui... | fixing | fixing, test, run, tests, systematically, fix, all, failing, smart, error, grouping, user |
-| `testing-handbook-skills` |  | handbook, skills | handbook, skills, testing |
+| `testing-handbook-skills` | Testing Handbook Skills | handbook, skills | handbook, skills, testing |
 | `testing-qa` | Comprehensive testing and QA workflow covering unit testing, integration testing, E2E testing, browser automation, and quality assurance. | qa | qa, testing, covering, unit, integration, e2e, browser, automation, quality, assurance |
 | `unit-testing-test-generate` | Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus. | unit, generate | unit, generate, testing, test, maintainable, tests, languages, strong, coverage, edge, case |
 | `web3-testing` | Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, ... | web3 | web3, testing, test, smart, contracts, comprehensively, hardhat, foundry, unit, tests, integration, mainnet |
@@ -1221,7 +1213,7 @@ behavior. Use proactively when encountering any issues. | debugger | debugger, d
 | `wordpress-penetration-testing` | This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugi... | wordpress, penetration | wordpress, penetration, testing, skill, should, used, user, asks, pentest, sites, scan, vulnerabilities |
 | `xss-html-injection` | This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exp... | xss, html, injection | xss, html, injection, skill, should, used, user, asks, test, vulnerabilities, perform, cross |
 
-## workflow (90)
+## workflow (94)
 
 | Skill | Description | Tags | Triggers |
 | --- | --- | --- | --- |
@@ -1235,6 +1227,7 @@ behavior. Use proactively when encountering any issues. | debugger | debugger, d
 | `bamboohr-automation` | Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas. | bamboohr | bamboohr, automation, automate, tasks, via, rube, mcp, composio, employees, time, off, benefits |
 | `basecamp-automation` | Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current sc... | basecamp | basecamp, automation, automate, dos, messages, people, do, list, organization, via, rube, mcp |
 | `billing-automation` | Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing... | billing | billing, automation, automated, recurring, payments, invoicing, subscription, lifecycle, dunning, implementing, automating, managing |
+| `biopython` | Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access ... | biopython | biopython, molecular, biology, toolkit, sequence, manipulation, file, parsing, fasta, genbank, pdb, phylogenetics |
 | `bitbucket-automation` | Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current sch... | bitbucket | bitbucket, automation, automate, repositories, pull, requests, branches, issues, workspace, via, rube, mcp |
 | `brevo-automation` | Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Al... | brevo | brevo, automation, automate, sendinblue, tasks, via, rube, mcp, composio, email, campaigns, edit |
 | `cal-com-automation` | Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for curr... | cal, com | cal, com, automation, automate, tasks, via, rube, mcp, composio, bookings, check, availability |
@@ -1263,12 +1256,20 @@ before implementation to ve... | conductor, validator | conductor, validator, va
 | `freshdesk-automation` | Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for curr... | freshdesk | freshdesk, automation, automate, helpdesk, operations, including, tickets, contacts, companies, notes, replies, via |
 | `full-stack-orchestration-full-stack-feature` | Use when working with full stack orchestration full stack feature | full, stack | full, stack, orchestration, feature, working |
 | `gitlab-automation` | Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for c... | gitlab | gitlab, automation, automate, issues, merge, requests, pipelines, branches, user, operations, via, rube |
+| `gmail-automation` | Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels.
+Use when user asks to: search email, read email, send emai... | gmail | gmail, automation, interact, search, emails, read, messages, send, drafts, labels, user, asks |
+| `google-docs-automation` | Interact with Google Docs - create documents, search by title, read content, and edit text.
+Use when user asks to: create a Google Doc, find a document, read... | google, docs | google, docs, automation, interact, documents, search, title, read, content, edit, text, user |
+| `google-drive-automation` | Interact with Google Drive - search files, find folders, list contents, download files, upload files,
+create folders, move, copy, rename, and trash files. Us... | google, drive | google, drive, automation, interact, search, files, find, folders, list, contents, download, upload |
+| `google-slides-automation` | Read and write Google Slides presentations - get text, find presentations, create presentations, add slides,
+replace text, and manage slide content. Use when... | google, slides | google, slides, automation, read, write, presentations, get, text, find, add, replace, slide |
 | `helpdesk-automation` | Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for... | helpdesk | helpdesk, automation, automate, tasks, via, rube, mcp, composio, list, tickets, views, canned |
 | `hubspot-automation` | Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration. | hubspot | hubspot, automation, automate, crm, operations, contacts, companies, deals, tickets, properties, via, rube |
 | `instagram-automation` | Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for c... | instagram | instagram, automation, automate, tasks, via, rube, mcp, composio, posts, carousels, media, get |
 | `intercom-automation` | Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas. | intercom | intercom, automation, automate, tasks, via, rube, mcp, composio, conversations, contacts, companies, segments |
 | `jira-automation` | Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas. | jira | jira, automation, automate, tasks, via, rube, mcp, composio, issues, sprints, boards, comments |
-| `jupyter-workflow` |  | jupyter | jupyter |
+| `jupyter-workflow` | Jupyter Workflow | jupyter | jupyter |
 | `kaizen` | Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss proce... | kaizen | kaizen, continuous, improvement, error, proofing, standardization, skill, user, wants, improve, code, quality |
 | `klaviyo-automation` | Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools... | klaviyo | klaviyo, automation, automate, tasks, via, rube, mcp, composio, email, sms, campaigns, inspect |
 | `libreoffice/impress` | Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress. | libreoffice/impress | libreoffice/impress, impress, presentation, creation, format, conversion, odp, pptx, pdf, slide, automation, libreoffice |
@@ -1281,7 +1282,6 @@ before implementation to ve... | conductor, validator | conductor, validator, va
 | `mixpanel-automation` | Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current sc... | mixpanel | mixpanel, automation, automate, tasks, via, rube, mcp, composio, events, segmentation, funnels, cohorts |
 | `monday-automation` | Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for cu... | monday | monday, automation, automate, com, work, including, boards, items, columns, groups, subitems, updates |
 | `multi-agent-brainstorming` | Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes befor... | multi, agent, brainstorming | multi, agent, brainstorming, simulate, structured, peer, review, process, multiple, specialized, agents, validate |
-| `n8n-validation-expert` | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, ... | n8n, validation | n8n, validation, interpret, errors, fixing, them, encountering, warnings, false, positives, operator, structure |
 | `nerdzao-elite-gemini-high` | 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. | nerdzao, elite, gemini, high | nerdzao, elite, gemini, high, modo, coder, ux, pixel, perfect, otimizado, especificamente, para |
 | `notion-automation` | Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas. | notion | notion, automation, automate, tasks, via, rube, mcp, composio, pages, databases, blocks, comments |
 | `odoo-purchase-workflow` | Expert guide for Odoo Purchase: RFQ → PO → Receipt → Vendor Bill workflow, purchase agreements, vendor price lists, and 3-way matching. | odoo, purchase | odoo, purchase, rfq, po, receipt, vendor, bill, agreements, price, lists, way, matching |
@@ -1312,7 +1312,7 @@ before implementation to ve... | conductor, validator | conductor, validator, va
 | `vercel-automation` | Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas. | vercel | vercel, automation, automate, tasks, via, rube, mcp, composio, deployments, domains, dns, env |
 | `webflow-automation` | Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first fo... | webflow | webflow, automation, automate, cms, collections, site, publishing, page, asset, uploads, ecommerce, orders |
 | `wordpress-woocommerce-development` | WooCommerce store development workflow covering store setup, payment integration, shipping configuration, and customization. | wordpress, woocommerce | wordpress, woocommerce, development, store, covering, setup, payment, integration, shipping, configuration, customization |
-| `workflow-skill-design` |  | skill | skill |
+| `workflow-skill-design` | Workflow Skill Design | skill | skill |
 | `wrike-automation` | Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first ... | wrike | wrike, automation, automate, via, rube, mcp, composio, tasks, folders, assign, work, track |
 | `zendesk-automation` | Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas. | zendesk | zendesk, automation, automate, tasks, via, rube, mcp, composio, tickets, users, organizations, replies |
 | `zoho-crm-automation` | Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for curre... | zoho, crm | zoho, crm, automation, automate, tasks, via, rube, mcp, composio, update, records, search |

data/aliases.json

@@ -61,16 +61,8 @@
     "error-diagnostics-analysis": "error-diagnostics-error-analysis",
     "error-diagnostics-trace": "error-diagnostics-error-trace",
     "error-diagnostics-debug": "error-diagnostics-smart-debug",
-    "expo ui jetpack compose": "expo-ui-jetpack-compose",
-    "expo ui swiftui": "expo-ui-swift-ui",
     "fda-medtech-auditor": "fda-medtech-compliance-auditor",
     "finishing-a-branch": "finishing-a-development-branch",
-    "fp-ts-async-practical": "fp-async",
-    "fp-ts-backend": "fp-backend",
-    "practical data transformations": "fp-data-transforms",
-    "practical error handling with fp-ts": "fp-errors",
-    "pragmatic functional programming": "fp-pragmatic",
-    "functional programming in react": "fp-react",
     "framework-migration-migrate": "framework-migration-code-migrate",
     "framework-migration-upgrade": "framework-migration-deps-upgrade",
     "framework-migration-modernize": "framework-migration-legacy-modernize",
@@ -88,12 +80,6 @@
     "vr-ar": "game-development/vr-ar",
     "web-games": "game-development/web-games",
     "git-pr-workflow": "git-pr-workflows-git-workflow",
-    "gmail": "gmail-automation",
-    "google-calendar": "google-calendar-automation",
-    "google-docs": "google-docs-automation",
-    "google-drive": "google-drive-automation",
-    "google-sheets": "google-sheets-automation",
-    "google-slides": "google-slides-automation",
     "hugging-face-publisher": "hugging-face-paper-publisher",
     "incident-response": "incident-response-incident-response",
     "javascript-typescript-scaffold": "javascript-typescript-typescript-scaffold",

data/bundles.json

@@ -126,7 +126,6 @@
         "cc-skill-frontend-patterns",
         "cc-skill-security-review",
         "cdk-patterns",
-        "claimable-postgres",
         "code-documentation-doc-generate",
         "constant-time-analysis",
         "context7-auto-research",
@@ -135,7 +134,6 @@
         "dbos-golang",
         "dbos-python",
         "dbos-typescript",
-        "debug-buttercup",
         "devcontainer-setup",
         "development",
         "discord-bot-architect",
@@ -263,7 +261,6 @@
         "security/aws-secrets-rotation",
         "senior-architect",
         "senior-fullstack",
-        "sharp-edges",
         "shopify-apps",
         "shopify-development",
         "slack-automation",
@@ -336,7 +333,6 @@
         "dependency-management-deps-audit",
         "deployment-pipeline-design",
         "differential-review",
-        "django-access-review",
         "docker-expert",
         "dotnet-backend",
         "ethical-hacking-methodology",
@@ -403,7 +399,6 @@
         "security/aws-security-audit",
         "semgrep-rule-creator",
         "service-mesh-expert",
-        "sharp-edges",
         "skill-scanner",
         "solidity-security",
         "spec-to-code-compliance",
@@ -439,7 +434,6 @@
         "azure-servicebus-dotnet",
         "azure-servicebus-py",
         "azure-servicebus-ts",
-        "biopython",
         "chrome-extension-developer",
         "cloud-devops",
         "debug-buttercup",
@@ -557,7 +551,6 @@
         "mailchimp-automation",
         "ml-pipeline-workflow",
         "n8n-expression-syntax",
-        "n8n-workflow-patterns",
         "native-data-fetching",
         "neon-postgres",
         "networkx",
@@ -583,12 +576,12 @@
         "react-ui-patterns",
         "robius-state-management",
         "scala-pro",
-        "scanpy",
         "schema-markup",
         "security-bluebook-builder",
         "segment-cdp",
         "sendgrid-automation",
         "senior-architect",
+        "skin-health-analyzer",
         "spark-optimization",
         "sql-injection-testing",
         "sql-optimization-patterns",
@@ -610,7 +603,6 @@
       "description": "Operations, observability, and delivery pipelines.",
       "skills": [
         "agent-evaluation",
-        "agentic-actions-auditor",
         "airflow-dag-patterns",
         "api-testing-observability-api-mock",
         "apify-brand-reputation-monitoring",
@@ -624,7 +616,6 @@
         "azure-microsoft-playwright-testing-ts",
         "azure-monitor-opentelemetry-ts",
         "backend-development-feature-development",
-        "build",
         "cicd-automation-workflow-automate",
         "cloud-devops",
         "code-review-ai-ai-review",
@@ -654,7 +645,6 @@
         "gitops-workflow",
         "grafana-dashboards",
         "grpc-golang",
-        "hugging-face-model-trainer",
         "incident-responder",
         "incident-response-incident-response",
         "incident-response-smart-fix",