From 38237ef1598aa132ab07d59a9066362f8fe16ecc Mon Sep 17 00:00:00 2001 From: sck_0 Date: Sun, 1 Mar 2026 09:49:25 +0100 Subject: [PATCH] chore: sync generated files after merging 4 PRs [968 skills] --- CATALOG.md | 488 ++++---- README.md | 8 +- data/catalog.json | 3035 ++++++++++++++++++++++++++++++++++++--------- skills_index.json | 476 +++---- 4 files changed, 2986 insertions(+), 1021 deletions(-) diff --git a/CATALOG.md b/CATALOG.md index b509a814..eb42ad74 100644 --- a/CATALOG.md +++ b/CATALOG.md @@ -2,12 +2,13 @@ Generated at: 2026-02-08T00:00:00.000Z -Total skills: 966 +Total skills: 968 -## architecture (62) +## architecture (67) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | +| `angular` | Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. | angular | angular, v20, deep, knowledge, signals, standalone, components, zoneless, applications, ssr, hydration, reactive | | `angular-state-management` | Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solu... | angular, state | angular, state, signals, ngrx, rxjs, setting, up, global, managing, component, stores, choosing | | `apify-audience-analysis` | Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok. | apify, audience | apify, audience, analysis, understand, demographics, preferences, behavior, engagement, quality, facebook, instagram, youtube | | `architect-review` | Master software architect specializing in modern architecture | | architect, review, software, specializing, architecture | @@ -20,10 +21,10 @@ Total skills: 966 | `brainstorming` | Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and ... | brainstorming | brainstorming, before, creative, constructive, work, features, architecture, behavior, transforms, vague, ideas, validated | | `browser-extension-builder` | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, c... | browser, extension, builder | browser, extension, builder, building, extensions, solve, real, problems, chrome, firefox, cross, covers | | `c4-architecture-c4-architecture` | Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. | c4, architecture | c4, architecture, generate, documentation, existing, repository, codebase, bottom, up, analysis, approach | -| `c4-code` | | c4, code | c4, code | -| `c4-component` | | c4, component | c4, component | -| `c4-container` | | c4, container | c4, container | -| `c4-context` | | c4 | c4, context | +| `c4-code` | Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, a... | c4, code | c4, code, level, documentation, analyzes, directories, including, function, signatures, arguments, dependencies, structure | +| `c4-component` | Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries,... | c4, component | c4, component, level, documentation, synthesizes, code, architecture, defining, boundaries, interfaces, relationships | +| `c4-container` | Expert C4 Container-level documentation specialist. | c4, container | c4, container, level, documentation | +| `c4-context` | Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and externa... | c4 | c4, context, level, documentation, creates, high, diagrams, documents, personas, user, journeys, features | | `calendly-automation` | Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search... | calendly | calendly, automation, automate, scheduling, event, invitee, tracking, availability, checks, organization, administration, via | | `cloudformation-best-practices` | CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates. | cloudformation, best, practices | cloudformation, best, practices, optimization, nested, stacks, drift, detection, writing, reviewing, cf | | `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 | @@ -35,13 +36,17 @@ Total skills: 966 | `ddd-strategic-design` | Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains. | [ddd, strategic-design, bounded-context, ubiquitous-language] | [ddd, strategic-design, bounded-context, ubiquitous-language], ddd, strategic, artifacts, including, subdomains, bounded, contexts, ubiquitous | | `ddd-tactical-patterns` | Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants. | [ddd, tactical, aggregates, value-objects, domain-events] | [ddd, tactical, aggregates, value-objects, domain-events], ddd, apply, code, entities, value, objects, repositories | | `doc-coauthoring` | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision do... | doc, coauthoring | doc, coauthoring, users, through, structured, co, authoring, documentation, user, wants, write, proposals | +| `docs-architect` | Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-for... | docs | docs, architect, creates, technical, documentation, existing, codebases, analyzes, architecture, details, produce, long | | `domain-driven-design` | Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns. | [ddd, domain, bounded-context, architecture] | [ddd, domain, bounded-context, architecture], driven, plan, route, work, strategic, modeling, tactical, evented | +| `elixir-pro` | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees, phoenix, liveview, masters, concurrency | +| `error-detective` | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. | error, detective | error, detective, search, logs, codebases, stack, traces, anomalies, correlates, errors, identifies, root | | `error-handling-patterns` | Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applicatio... | error, handling | error, handling, languages, including, exceptions, result, types, propagation, graceful, degradation, resilient, applications | | `event-sourcing-architect` | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual con... | event, sourcing | event, sourcing, architect, cqrs, driven, architecture, masters, store, projection, building, saga, orchestration | | `event-store-design` | Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implement... | event, store | event, store, stores, sourced, building, sourcing, infrastructure, choosing, technologies, implementing, persistence | | `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 | -| `hig-patterns` | | hig | hig | +| `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 | | `inngest` | Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, ser... | inngest | inngest, serverless, first, background, jobs, event, driven, durable, execution, without, managing, queues | | `kotlin-coroutines-expert` | Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing. | kotlin, coroutines | kotlin, coroutines, flow, covering, structured, concurrency, error, handling, testing | @@ -68,61 +73,66 @@ Total skills: 966 | `wcag-audit-patterns` | Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fi... | wcag, audit | wcag, audit, conduct, accessibility, audits, automated, testing, manual, verification, remediation, guidance, auditing | | `wordpress-theme-development` | WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, and responsive design. | wordpress, theme | wordpress, theme, development, covering, architecture, hierarchy, custom, post, types, block, editor, responsive | | `workflow-orchestration-patterns` | Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism cons... | | orchestration, durable, temporal, distributed, covers, vs, activity, separation, saga, state, determinism, constraints | -| `workflow-patterns` | | | | +| `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 (46) +## business (43) | 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 | -| `business-analyst` | | business, analyst | business, analyst | +| `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 | | `competitor-alternatives` | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'v... | competitor, alternatives | competitor, alternatives, user, wants, comparison, alternative, pages, seo, sales, enablement, mentions, page | +| `conductor-setup` | Initialize project with Conductor artifacts (product definition, +tech stack, workflow, style guides) | conductor, setup | conductor, setup, initialize, artifacts, product, definition, tech, stack, style, guides | | `content-creator` | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templa... | content, creator | content, creator, seo, optimized, marketing, consistent, brand, voice, includes, analyzer, optimizer, frameworks | +| `context-driven-development` | Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship be... | driven | driven, context, development, skill, working, conductor, methodology, managing, artifacts, understanding, relationship, between | | `copy-editing` | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,'... | copy, editing | copy, editing, user, wants, edit, review, improve, existing, marketing, mentions, my, feedback | | `copywriting` | Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules. | copywriting | copywriting, write, rigorous, conversion, marketing, copy, landing, pages, emails, enforces, brief, confirmation | -| `customer-support` | | customer, support | customer, support | | `deep-research` | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, techni... | deep, research | deep, research, execute, autonomous, multi, step, google, gemini, agent, market, analysis, competitive | | `defi-protocol-templates` | Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applicat... | defi, protocol | defi, protocol, protocols, staking, amms, governance, lending, building, decentralized, finance, applications, smart | | `email-systems` | Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, ... | email | email, highest, roi, any, marketing, channel, 36, every, spent, yet, most, startups | | `employment-contract-templates` | Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR poli... | employment, contract | employment, contract, contracts, offer, letters, hr, policy, documents, following, legal, drafting, agreements | | `framework-migration-legacy-modernize` | Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintainin... | framework, migration, legacy, modernize | framework, migration, legacy, modernize, orchestrate, modernization, strangler, fig, enabling, gradual, replacement, outdated | | `free-tool-strategy` | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user m... | free | free, user, wants, plan, evaluate, marketing, purposes, lead, generation, seo, value, brand | -| `hr-pro` | | hr | hr, pro | -| `legal-advisor` | | legal, advisor | legal, advisor | +| `hr-pro` | Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. | hr | hr, pro, professional, ethical, partner, hiring, onboarding, offboarding, pto, leave, performance, compliant | | `linkedin-cli` | Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator. | linkedin, cli | linkedin, cli, automating, via, fetch, profiles, search, people, companies, send, messages, connections | | `local-legal-seo-audit` | Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directorie... | local, legal, seo, audit | local, legal, seo, audit, improve, law, firms, attorneys, forensic, experts, professional, sites | -| `market-sizing-analysis` | | market, sizing | market, sizing, analysis | +| `market-sizing-analysis` | This skill should be used when the user asks to \\\"calculate TAM\\\", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "w... | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam, determine, sam | | `marketing-ideas` | Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system. | marketing, ideas | marketing, ideas, provide, proven, growth, saas, software, products, prioritized, feasibility, scoring | | `marketing-psychology` | Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system. | marketing, psychology | marketing, psychology, apply, behavioral, science, mental, models, decisions, prioritized, psychological, leverage, feasibility | | `notion-template-business` | Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers templa... | notion, business | notion, business, building, selling, just, making, sustainable, digital, product, covers, pricing, marketplaces | | `pricing-strategy` | Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives. | pricing | pricing, packaging, monetization, value, customer, willingness, pay, growth, objectives | -| `programmatic-seo` | | programmatic, seo | programmatic, seo | -| `sales-automator` | | sales, automator | sales, automator | +| `sales-automator` | Draft cold emails, follow-ups, and proposal templates. Creates +pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales +outreach or lead nur... | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates, pricing, pages, case | | `screenshots` | Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or ... | screenshots | screenshots, generate, marketing, app, playwright, user, wants, product, hunt, social, media, landing | | `scroll-experience` | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Lik... | scroll, experience | scroll, experience, building, immersive, driven, experiences, parallax, storytelling, animations, interactive, narratives, cinematic | -| `seo-audit` | | seo, audit | seo, audit | -| `seo-authority-builder` | | seo, authority, builder | seo, authority, builder | -| `seo-cannibalization-detector` | | seo, cannibalization, detector | seo, cannibalization, detector | -| `seo-content-auditor` | | seo, content, auditor | seo, content, auditor | -| `seo-content-planner` | | seo, content, planner | seo, content, planner | -| `seo-content-refresher` | | seo, content, refresher | seo, content, refresher | -| `seo-content-writer` | | seo, content, writer | seo, content, writer | -| `seo-fundamentals` | | seo, fundamentals | seo, fundamentals | -| `seo-keyword-strategist` | | seo, keyword, strategist | seo, keyword, strategist | -| `seo-meta-optimizer` | | seo, meta, optimizer | seo, meta, optimizer | -| `seo-snippet-hunter` | | seo, snippet, hunter | seo, snippet, hunter | -| `seo-structure-architect` | | seo, structure | seo, structure, architect | -| `startup-analyst` | | startup, analyst | startup, analyst | -| `startup-business-analyst-business-case` | | startup, business, analyst, case | startup, business, analyst, case | -| `startup-business-analyst-financial-projections` | | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections | -| `startup-business-analyst-market-opportunity` | | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity | -| `startup-financial-modeling` | | startup, financial, modeling | startup, financial, modeling | -| `startup-metrics-framework` | | startup, metrics, framework | startup, metrics, framework | +| `seo-audit` | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. | seo, audit | seo, audit, diagnose, issues, affecting, crawlability, indexation, rankings, organic, performance | +| `seo-cannibalization-detector` | Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when ... | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap, potential, issues | +| `seo-content-auditor` | Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established ... | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals, scores, provides, improvement, recommendations, established | +| `seo-content-planner` | Creates comprehensive content outlines and topic clusters for SEO. +Plans content calendars and identifies topic gaps. Use PROACTIVELY for content +strategy an... | seo, content, planner | seo, content, planner, creates, outlines, topic, clusters, plans, calendars, identifies, gaps, proactively | +| `seo-content-refresher` | Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PR... | seo, content, refresher | seo, content, refresher, identifies, outdated, elements, provided, suggests, updates, maintain, freshness, finds | +| `seo-content-writer` | Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY f... | seo, content, writer | seo, content, writer, writes, optimized, provided, keywords, topic, briefs, creates, engaging, following | +| `seo-fundamentals` | Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. | seo, fundamentals | seo, fundamentals, core, principles, including, web, vitals, technical, foundations, content, quality, how | +| `seo-keyword-strategist` | Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization.... | seo, keyword, strategist | seo, keyword, strategist, analyzes, usage, provided, content, calculates, density, suggests, semantic, variations | +| `seo-meta-optimizer` | Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. U... | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions, character, limits, generates | +| `seo-snippet-hunter` | Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for... | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp, features, creates, optimized | +| `seo-structure-architect` | Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly cont... | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header, hierarchy, suggests, schema, markup | +| `startup-analyst` | Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. | startup, analyst | startup, analyst, business, specializing, market, sizing, financial, modeling, competitive, analysis, strategic, planning | +| `startup-business-analyst-business-case` | Generate comprehensive investor-ready business case document with +market, solution, financials, and strategy | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document, market, solution, financials | +| `startup-business-analyst-financial-projections` | Create detailed 3-5 year financial model with revenue, costs, cash +flow, and scenarios | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash, flow | +| `startup-business-analyst-market-opportunity` | Generate comprehensive market opportunity analysis with TAM/SAM/SOM +calculations | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som, calculations | +| `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 (153) +## data-ai (177) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -133,12 +143,13 @@ Total skills: 966 | `agents-v2-py` | Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container imag... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, custom | | `ai-agent-development` | AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. | ai, agent | ai, agent, development, building, autonomous, agents, multi, orchestration, crewai, langgraph, custom | | `ai-agents-architect` | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build ... | ai, agents | ai, agents, architect, designing, building, autonomous, masters, memory, planning, multi, agent, orchestration | -| `ai-engineer` | | ai | ai, engineer | +| `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and ente... | ai | ai, engineer, llm, applications, rag, intelligent, agents, implements, vector, search, multimodal, agent | | `ai-ml` | AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features. | ai, ml | ai, ml, machine, learning, covering, llm, application, development, rag, agent, architecture, pipelines | -| `ai-product` | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integra... | ai, product | ai, product, every, powered, question, whether, ll, right, ship, demo, falls, apart | +| `ai-product` | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integrat... | ai, product | ai, product, every, powered, question, whether, ll, right, ship, demo, falls, apart | | `ai-wrapper-product` | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products t... | ai, wrapper, product | ai, wrapper, product, building, products, wrap, apis, openai, anthropic, etc, people, pay | -| `analytics-tracking` | | analytics, tracking | analytics, tracking | +| `analytics-tracking` | Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. | analytics, tracking | analytics, tracking, audit, improve, produce, reliable, decision, data | | `angular-ui-patterns` | Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component ... | angular, ui | angular, ui, loading, states, error, handling, data, display, building, components, async, managing | +| `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build com... | api, documenter | api, documenter, documentation, openapi, ai, powered, developer, experience, interactive, docs, generate, sdks | | `apify-content-analytics` | Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok. | apify, content, analytics | apify, content, analytics, track, engagement, metrics, measure, campaign, roi, analyze, performance, instagram | | `apify-ecommerce` | Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when us... | apify, ecommerce | apify, ecommerce, scrape, commerce, data, pricing, intelligence, customer, reviews, seller, discovery, amazon | | `apify-ultimate-scraper` | Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.... | apify, ultimate, scraper | apify, ultimate, scraper, universal, ai, powered, web, any, platform, scrape, data, instagram | @@ -146,45 +157,61 @@ Total skills: 966 | `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 | -| `azure-ai-agents-persistent-dotnet` | | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet | -| `azure-ai-agents-persistent-java` | | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java | +| `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 | -| `azure-ai-contentsafety-py` | | azure, ai, contentsafety, py | azure, ai, contentsafety, py | +| `azure-ai-contentsafety-py` | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. | azure, ai, contentsafety, py | azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text, images | | `azure-ai-contentsafety-ts` | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detect... | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest, moderating | -| `azure-ai-contentunderstanding-py` | | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py | -| `azure-ai-document-intelligence-dotnet` | | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet | +| `azure-ai-contentunderstanding-py` | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents, images | +| `azure-ai-document-intelligence-dotnet` | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet, sdk, net, extract, text, tables, structured, data | | `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoic... | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, rest | | `azure-ai-formrecognizer-java` | Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from ... | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk, extracting | -| `azure-ai-ml-py` | | azure, ai, ml, py | azure, ai, ml, py | -| `azure-ai-openai-dotnet` | | azure, ai, openai, dotnet | azure, ai, openai, dotnet | -| `azure-ai-projects-dotnet` | | azure, ai, dotnet | azure, ai, dotnet | -| `azure-ai-projects-java` | | azure, ai, java | azure, ai, java | +| `azure-ai-ml-py` | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. | azure, ai, ml, py | azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs, models | +| `azure-ai-openai-dotnet` | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, ... | azure, ai, openai, dotnet | azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings, image | +| `azure-ai-projects-dotnet` | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. | azure, ai, dotnet | azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents, connections | +| `azure-ai-projects-java` | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. | azure, ai, java | azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes, evaluations | | `azure-ai-projects-py` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents wi... | azure, ai, py | azure, ai, py, applications, python, sdk, working, foundry, clients, creating, versioned, agents | | `azure-ai-projects-ts` | Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, de... | azure, ai, ts | azure, ai, ts, applications, sdk, javascript, working, foundry, clients, agents, connections, deployments | -| `azure-ai-textanalytics-py` | | azure, ai, textanalytics, py | azure, ai, textanalytics, py | -| `azure-ai-transcription-py` | | azure, ai, transcription, py | azure, ai, transcription, py | -| `azure-ai-translation-document-py` | | azure, ai, translation, document, py | azure, ai, translation, document, py | -| `azure-ai-translation-text-py` | | azure, ai, translation, text, py | azure, ai, translation, text, py | +| `azure-ai-textanalytics-py` | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language pr... | azure, ai, textanalytics, py | azure, ai, textanalytics, py, text, analytics, sdk, sentiment, analysis, entity, recognition, key | +| `azure-ai-transcription-py` | Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. | azure, ai, transcription, py | azure, ai, transcription, py, sdk, python, real, time, batch, speech, text, timestamps | +| `azure-ai-translation-document-py` | Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other do... | azure, ai, translation, document, py | azure, ai, translation, document, py, sdk, batch, documents, format, preservation, translating, word | +| `azure-ai-translation-text-py` | Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in... | azure, ai, translation, text, py | azure, ai, translation, text, py, sdk, real, time, transliteration, language, detection, dictionary | | `azure-ai-translation-ts` | Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when i... | azure, ai, translation, ts | azure, ai, translation, ts, applications, sdks, javascript, rest, text, document, implementing, transliter | | `azure-ai-vision-imageanalysis-java` | Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, ... | azure, ai, vision, imageanalysis, java | azure, ai, vision, imageanalysis, java, image, analysis, applications, sdk, implementing, captioning, ocr | -| `azure-ai-vision-imageanalysis-py` | | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py | -| `azure-ai-voicelive-dotnet` | | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet | -| `azure-ai-voicelive-java` | | azure, ai, voicelive, java | azure, ai, voicelive, java | +| `azure-ai-vision-imageanalysis-py` | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding ta... | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py, image, analysis, sdk, captions, tags, objects, ocr | +| `azure-ai-voicelive-dotnet` | Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet, voice, live, sdk, net, real, time, applications, bidirectional | +| `azure-ai-voicelive-java` | Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. | azure, ai, voicelive, java | azure, ai, voicelive, java, sdk, real, time, bidirectional, voice, conversations, assistants, websocket | | `azure-ai-voicelive-py` | Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-tim... | azure, ai, voicelive, py | azure, ai, voicelive, py, real, time, voice, applications, live, sdk, skill, creating | -| `azure-ai-voicelive-ts` | | azure, ai, voicelive, ts | azure, ai, voicelive, ts | +| `azure-ai-voicelive-ts` | Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. | azure, ai, voicelive, ts | azure, ai, voicelive, ts, voice, live, sdk, javascript, typescript, real, time, applications | | `azure-communication-callautomation-java` | Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, ... | azure, communication, callautomation, java | azure, communication, callautomation, java, call, automation, sdk, implementing, ivr, routing, recording, dtmf | +| `azure-cosmos-java` | Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. | azure, cosmos, java | azure, cosmos, java, db, sdk, nosql, database, operations, global, distribution, multi, model | +| `azure-cosmos-py` | Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. | azure, cosmos, py | azure, cosmos, py, db, sdk, python, nosql, api, document, crud, queries, containers | +| `azure-cosmos-rust` | Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. | azure, cosmos, rust | azure, cosmos, rust, db, sdk, nosql, api, document, crud, queries, containers, globally | +| `azure-cosmos-ts` | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and cont... | azure, cosmos, ts | azure, cosmos, ts, db, javascript, typescript, sdk, data, plane, operations, crud, documents | | `azure-data-tables-java` | Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, s... | azure, data, tables, java | azure, data, tables, java, table, storage, applications, sdk, working, cosmos, db, api | -| `azure-data-tables-py` | | azure, data, tables, py | azure, data, tables, py | +| `azure-data-tables-py` | Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. | azure, data, tables, py | azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key, value | | `azure-eventhub-java` | Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building... | azure, eventhub, java | azure, eventhub, java, real, time, streaming, applications, event, hubs, sdk, implementing, high | +| `azure-eventhub-rust` | Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. | azure, eventhub, rust | azure, eventhub, rust, event, hubs, sdk, sending, receiving, events, streaming, data, ingestion | | `azure-eventhub-ts` | Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real... | azure, eventhub, ts | azure, eventhub, ts, event, streaming, applications, hubs, sdk, javascript, implementing, high, throughput | -| `azure-postgres-ts` | | azure, postgres, ts | azure, postgres, ts | -| `azure-resource-manager-mysql-dotnet` | | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet | -| `azure-resource-manager-sql-dotnet` | | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet | +| `azure-maps-search-dotnet` | Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map t... | azure, maps, search, dotnet | azure, maps, search, dotnet, sdk, net, location, including, geocoding, routing, rendering, geolocation | +| `azure-monitor-ingestion-java` | Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). | azure, monitor, ingestion, java | azure, monitor, ingestion, java, sdk, send, custom, logs, via, data, collection, rules | +| `azure-monitor-ingestion-py` | Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. | azure, monitor, ingestion, py | azure, monitor, ingestion, py, sdk, python, sending, custom, logs, log, analytics, workspace | +| `azure-monitor-query-java` | Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. | azure, monitor, query, java | azure, monitor, query, java, sdk, execute, kusto, queries, against, log, analytics, workspaces | +| `azure-monitor-query-py` | Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. | azure, monitor, query, py | azure, monitor, query, py, sdk, python, querying, log, analytics, workspaces, metrics | +| `azure-postgres-ts` | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. | azure, postgres, ts | azure, postgres, ts, connect, database, postgresql, flexible, server, node, js, typescript, pg | +| `azure-resource-manager-cosmosdb-dotnet` | Azure Resource Manager SDK for Cosmos DB in .NET. | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet, sdk, cosmos, db, net | +| `azure-resource-manager-mysql-dotnet` | Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet, flexible, server, sdk, net, database, deployments | +| `azure-resource-manager-postgresql-dotnet` | Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet, flexible, server, sdk, net, database, deployments | +| `azure-resource-manager-sql-dotnet` | Azure Resource Manager SDK for Azure SQL in .NET. | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet, sdk, net | +| `azure-search-documents-dotnet` | Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. | azure, search, documents, dotnet | azure, search, documents, dotnet, ai, sdk, net, building, applications, full, text, vector | +| `azure-search-documents-py` | Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. | azure, search, documents, py | azure, search, documents, py, ai, sdk, python, vector, hybrid, semantic, ranking, indexing | | `azure-search-documents-ts` | Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid ... | azure, search, documents, ts | azure, search, documents, ts, applications, ai, sdk, javascript, creating, managing, indexes, implementing | +| `azure-storage-file-datalake-py` | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. | azure, storage, file, datalake, py | azure, storage, file, datalake, py, data, lake, gen2, sdk, python, hierarchical, big | | `beautiful-prose` | Hard-edged writing style contract for timeless, forceful English prose without AI tics | beautiful, prose | beautiful, prose, hard, edged, writing, style, contract, timeless, forceful, english, without, ai | | `behavioral-modes` | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. | behavioral, modes | behavioral, modes, ai, operational, brainstorm, debug, review, teach, ship, orchestrate, adapt, behavior | | `blockrun` | Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\"... | blockrun | blockrun, user, capabilities, claude, lacks, image, generation, real, time, twitter, data, explicitly | | `browser-automation` | Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to underst... | browser | browser, automation, powers, web, testing, scraping, ai, agent, interactions, difference, between, flaky | +| `business-analyst` | Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive mod... | business, analyst | business, analyst, analysis, ai, powered, analytics, real, time, dashboards, data, driven, insights | | `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 | | `clarity-gate` | Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow | clarity, gate | clarity, gate, pre, ingestion, verification, epistemic, quality, rag, point, two, round, hitl | @@ -192,19 +219,20 @@ Total skills: 966 | `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-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 | -| `data-engineer` | | data | data, engineer | +| `customer-support` | Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. | customer, support | customer, support, elite, ai, powered, mastering, conversational, automated, ticketing, sentiment, analysis, omnichannel | | `data-engineering-data-driven-feature` | Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation. | data, engineering, driven | data, engineering, driven, feature, features, guided, insights, testing, continuous, measurement, specialized, agents | | `data-quality-frameworks` | Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation r... | data, quality, frameworks | data, quality, frameworks, validation, great, expectations, dbt, tests, contracts, building, pipelines, implementing | -| `data-scientist` | | data, scientist | data, scientist | +| `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 | | `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-admin` | | database, admin | database, admin | -| `database-architect` | | database | database, architect | +| `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 | -| `database-optimizer` | | database, optimizer | database, optimizer | +| `database-optimizer` | Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. | database, optimizer | database, optimizer, specializing, performance, tuning, query, optimization, scalable, architectures | | `dbt-transformation-patterns` | Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data tr... | dbt, transformation | dbt, transformation, data, analytics, engineering, model, organization, testing, documentation, incremental, building, transformations | | `documentation-generation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | documentation, generation, doc, generate | documentation, generation, doc, generate, specializing, creating, maintainable, code, api, docs, architecture, diagrams | | `documentation-templates` | Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation. | documentation | documentation, structure, guidelines, readme, api, docs, code, comments, ai, friendly | @@ -221,8 +249,11 @@ Total skills: 966 | `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 | | `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 | | `hosted-agents-v2-py` | Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry. | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, foundry | | `hybrid-search-implementation` | Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides... | hybrid, search | hybrid, search, combine, vector, keyword, improved, retrieval, implementing, rag, building, engines, neither | +| `imagen` | AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets. | imagen | imagen, ai, image, generation, skill, powered, google, gemini, enabling, seamless, visual, content | +| `ios-developer` | Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. | ios | ios, developer, develop, native, applications, swift, swiftui, masters, 18, uikit, integration, core | | `langchain-architecture` | Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implement... | langchain, architecture | langchain, architecture, llm, applications, framework, agents, memory, integration, building, implementing, ai, creating | | `langgraph` | Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles ... | langgraph | langgraph, grade, framework, building, stateful, multi, actor, ai, applications, covers, graph, construction | | `libreoffice/base` | Database management, forms, reports, and data operations with LibreOffice Base. | libreoffice/base | libreoffice/base, base, database, forms, reports, data, operations, libreoffice | @@ -233,23 +264,29 @@ Total skills: 966 | `llm-application-dev-prompt-optimize` | You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thoug... | llm, application, dev, prompt, optimize | llm, application, dev, prompt, optimize, engineer, specializing, crafting, effective, prompts, llms, through | | `llm-evaluation` | Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performanc... | llm, evaluation | llm, evaluation, applications, automated, metrics, human, feedback, benchmarking, testing, performance, measuring, ai | | `mailchimp-automation` | Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first fo... | mailchimp | mailchimp, automation, automate, email, marketing, including, campaigns, audiences, subscribers, segments, analytics, via | -| `ml-engineer` | | ml | ml, engineer | +| `mlops-engineer` | Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. | mlops | mlops, engineer, ml, pipelines, experiment, tracking, model, registries, mlflow, kubeflow | | `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 | | `nextjs-best-practices` | Next.js App Router principles. Server Components, data fetching, routing patterns. | nextjs, best, practices | nextjs, best, practices, next, js, app, router, principles, server, components, data, fetching | | `nodejs-backend-patterns` | Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration,... | nodejs, backend | nodejs, backend, node, js, express, fastify, implementing, middleware, error, handling, authentication, database | +| `php-pro` | Write idiomatic PHP code with generators, iterators, SPL data +structures, and modern OOP features. Use PROACTIVELY for high-performance PHP +applications. | php | php, pro, write, idiomatic, code, generators, iterators, spl, data, structures, oop, features | | `podcast-generation` | Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, aud... | podcast, generation | podcast, generation, generate, ai, powered, style, audio, narratives, azure, openai, gpt, realtime | | `postgres-best-practices` | Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, o... | postgres, best, practices | postgres, best, practices, performance, optimization, supabase, skill, writing, reviewing, optimizing, queries, schema | | `postgresql` | Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features | postgresql | postgresql, specific, schema, covers, data, types, indexing, constraints, performance, features | | `postgresql-optimization` | PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management. | postgresql, optimization | postgresql, optimization, database, query, tuning, indexing, performance, analysis | | `prisma-expert` | Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, m... | prisma | prisma, orm, schema, migrations, query, optimization, relations, modeling, database, operations, proactively, issues | +| `programmatic-seo` | Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. | programmatic, seo | programmatic, seo, evaluate, creating, driven, pages, scale, structured, data | | `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 | | `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 | +| `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 | | `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 | @@ -259,7 +296,6 @@ Total skills: 966 | `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 | -| `sql-pro` | | sql | sql, pro | | `sqlmap-database-pentesting` | This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap,... | sqlmap, database, pentesting | sqlmap, database, pentesting, skill, should, used, user, asks, automate, sql, injection, testing | | `stitch-ui-design` | Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, genera... | stitch, ui | stitch, ui, creating, effective, prompts, google, ai, user, wants, ux, app, interfaces | | `supabase-automation` | Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always sear... | supabase | supabase, automation, automate, database, queries, table, administration, storage, edge, functions, sql, execution | @@ -280,7 +316,7 @@ Total skills: 966 | `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 (150) +## development (145) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -291,54 +327,53 @@ Total skills: 966 | `api-design-principles` | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, revie... | api, principles | api, principles, rest, graphql, intuitive, scalable, maintainable, apis, delight, developers, designing, new | | `api-documentation` | API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation. | api, documentation | api, documentation, generating, openapi, specs, creating, developer, guides, maintaining | | `api-documentation-generator` | Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices | api, documentation, generator | api, documentation, generator, generate, developer, friendly, code, including, endpoints, parameters, examples | -| `api-documenter` | | api, documenter | api, documenter | | `api-patterns` | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | api | api, principles, decision, making, rest, vs, graphql, trpc, selection, response, formats, versioning | | `app-store-optimization` | Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store | app, store, optimization | app, store, optimization, complete, aso, toolkit, researching, optimizing, tracking, mobile, performance, apple | | `architecture-patterns` | Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex ... | architecture | architecture, proven, backend, including, clean, hexagonal, domain, driven, architecting, complex, refactoring, existing | | `async-python-patterns` | Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, ... | async, python | async, python, asyncio, concurrent, programming, await, high, performance, applications, building, apis, bound | -| `azure-appconfiguration-java` | | azure, appconfiguration, java | azure, appconfiguration, java | +| `azure-appconfiguration-java` | Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. | azure, appconfiguration, java | azure, appconfiguration, java, app, configuration, sdk, centralized, application, key, value, settings, feature | +| `azure-appconfiguration-py` | Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. | azure, appconfiguration, py | azure, appconfiguration, py, app, configuration, sdk, python, centralized, feature, flags, dynamic, settings | | `azure-appconfiguration-ts` | Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, ... | azure, appconfiguration, ts | azure, appconfiguration, ts, applications, app, configuration, sdk, javascript, working, settings, feature, flags | | `azure-communication-callingserver-java` | Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects.... | azure, communication, callingserver, java | azure, communication, callingserver, java, legacy, sdk, note, deprecated, callautomation, instead, new, skill | | `azure-communication-chat-java` | Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts... | azure, communication, chat, java | azure, communication, chat, java, real, time, applications, sdk, implementing, threads, messaging, participants | | `azure-communication-common-java` | Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authen... | azure, communication, common, java | azure, communication, common, java, utilities, working, communicationtokencredential, user, identifiers, token, refresh, shared | | `azure-communication-sms-java` | Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery ... | azure, communication, sms, java | azure, communication, sms, java, send, messages, sdk, implementing, notifications, alerts, otp, delivery | -| `azure-compute-batch-java` | | azure, compute, batch, java | azure, compute, batch, java | -| `azure-cosmos-java` | | azure, cosmos, java | azure, cosmos, java | -| `azure-cosmos-rust` | | azure, cosmos, rust | azure, cosmos, rust | -| `azure-eventgrid-dotnet` | | azure, eventgrid, dotnet | azure, eventgrid, dotnet | +| `azure-compute-batch-java` | Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. | azure, compute, batch, java | azure, compute, batch, java, sdk, run, large, scale, parallel, hpc, jobs, pools | +| `azure-containerregistry-py` | Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. | azure, containerregistry, py | azure, containerregistry, py, container, registry, sdk, python, managing, images, artifacts, repositories | +| `azure-eventgrid-dotnet` | Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messagin... | azure, eventgrid, dotnet | azure, eventgrid, dotnet, event, grid, sdk, net, client, library, publishing, consuming, events | | `azure-eventgrid-java` | Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure serv... | azure, eventgrid, java | azure, eventgrid, java, event, driven, applications, grid, sdk, publishing, events, implementing, pub | -| `azure-eventhub-dotnet` | | azure, eventhub, dotnet | azure, eventhub, dotnet | -| `azure-eventhub-rust` | | azure, eventhub, rust | azure, eventhub, rust | +| `azure-eventgrid-py` | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. | azure, eventgrid, py | azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents, driven | +| `azure-eventhub-dotnet` | Azure Event Hubs SDK for .NET. | azure, eventhub, dotnet | azure, eventhub, dotnet, event, hubs, sdk, net | +| `azure-eventhub-py` | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. | azure, eventhub, py | azure, eventhub, py, event, hubs, sdk, python, streaming, high, throughput, ingestion, producers | | `azure-functions` | Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production pat... | azure, functions | azure, functions, development, including, isolated, worker, model, durable, orchestration, cold, start, optimization | -| `azure-identity-dotnet` | | azure, identity, dotnet | azure, identity, dotnet | -| `azure-identity-rust` | | azure, identity, rust | azure, identity, rust | -| `azure-keyvault-certificates-rust` | | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust | -| `azure-keyvault-keys-rust` | | azure, keyvault, keys, rust | azure, keyvault, keys, rust | +| `azure-identity-rust` | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. | azure, identity, rust | azure, identity, rust, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token | +| `azure-keyvault-certificates-rust` | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust, key, vault, sdk, creating, importing, managing | +| `azure-keyvault-keys-rust` | Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key ru... | azure, keyvault, keys, rust | azure, keyvault, keys, rust, key, vault, sdk, creating, managing, cryptographic, triggers, keyclient | | `azure-keyvault-keys-ts` | Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotatin... | azure, keyvault, keys, ts | azure, keyvault, keys, ts, cryptographic, key, vault, sdk, javascript, creating, encrypting, decrypting | -| `azure-maps-search-dotnet` | | azure, maps, search, dotnet | azure, maps, search, dotnet | | `azure-messaging-webpubsub-java` | Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or ser... | azure, messaging, webpubsub, java | azure, messaging, webpubsub, java, real, time, web, applications, pubsub, sdk, implementing, websocket | -| `azure-mgmt-apicenter-dotnet` | | azure, mgmt, apicenter, dotnet | azure, mgmt, apicenter, dotnet | -| `azure-mgmt-apimanagement-dotnet` | | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet | -| `azure-mgmt-applicationinsights-dotnet` | | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet | -| `azure-mgmt-arizeaiobservabilityeval-dotnet` | | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet | -| `azure-mgmt-botservice-dotnet` | | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet | -| `azure-mgmt-fabric-dotnet` | | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet | +| `azure-mgmt-apicenter-dotnet` | Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. | azure, mgmt, apicenter, dotnet | azure, mgmt, apicenter, dotnet, api, center, sdk, net, centralized, inventory, governance, versioning | +| `azure-mgmt-apicenter-py` | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py, api, center, sdk, python, managing, inventory, metadata, governance | +| `azure-mgmt-apimanagement-dotnet` | Azure Resource Manager SDK for API Management in .NET. | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet, resource, manager, sdk, api, net | +| `azure-mgmt-apimanagement-py` | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py, api, sdk, python, managing, apim, apis, products, subscriptions | +| `azure-mgmt-fabric-dotnet` | Azure Resource Manager SDK for Fabric in .NET. | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet, resource, manager, sdk, net | +| `azure-mgmt-fabric-py` | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. | azure, mgmt, fabric, py | azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources | | `azure-mgmt-mongodbatlas-dotnet` | Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting Mon... | azure, mgmt, mongodbatlas, dotnet | azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, resourcemanager, sdk, creating | -| `azure-mgmt-weightsandbiases-dotnet` | | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet | -| `azure-monitor-ingestion-java` | | azure, monitor, ingestion, java | azure, monitor, ingestion, java | -| `azure-monitor-opentelemetry-exporter-java` | | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java | -| `azure-monitor-query-java` | | azure, monitor, query, java | azure, monitor, query, java | -| `azure-resource-manager-cosmosdb-dotnet` | | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet | -| `azure-resource-manager-durabletask-dotnet` | | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet | -| `azure-resource-manager-playwright-dotnet` | | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet | -| `azure-resource-manager-postgresql-dotnet` | | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet | -| `azure-resource-manager-redis-dotnet` | | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet | -| `azure-search-documents-dotnet` | | azure, search, documents, dotnet | azure, search, documents, dotnet | -| `azure-servicebus-dotnet` | | azure, servicebus, dotnet | azure, servicebus, dotnet | +| `azure-monitor-opentelemetry-exporter-java` | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java, export, traces, metrics, logs, application, insights | +| `azure-monitor-opentelemetry-exporter-py` | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py, python, low, level, export, application, insights | +| `azure-monitor-opentelemetry-py` | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py, distro, python, one, line, application, insights, setup, auto | +| `azure-resource-manager-durabletask-dotnet` | Azure Resource Manager SDK for Durable Task Scheduler in .NET. | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet, sdk, durable, task, scheduler, net | +| `azure-resource-manager-playwright-dotnet` | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net | +| `azure-resource-manager-redis-dotnet` | Azure Resource Manager SDK for Redis in .NET. | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet, sdk, net | +| `azure-speech-to-text-rest-py` | Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py, api, short, audio, python, simple, recognition | | `azure-storage-blob-java` | Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with ... | azure, storage, blob, java | azure, storage, blob, java, applications, sdk, uploading, downloading, managing, files, working, containers | -| `azure-storage-blob-rust` | | azure, storage, blob, rust | azure, storage, blob, rust | +| `azure-storage-blob-py` | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. | azure, storage, blob, py | azure, storage, blob, py, sdk, python, uploading, downloading, listing, blobs, managing, containers | +| `azure-storage-blob-rust` | Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. | azure, storage, blob, rust | azure, storage, blob, rust, sdk, uploading, downloading, managing, blobs, containers | +| `azure-storage-blob-ts` | Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and conta... | azure, storage, blob, ts | azure, storage, blob, ts, javascript, typescript, sdk, operations, uploading, downloading, listing, managing | +| `azure-storage-file-share-ts` | Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. | azure, storage, file, share, ts | azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations | +| `azure-storage-queue-py` | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. | azure, storage, queue, py | azure, storage, queue, py, sdk, python, reliable, message, queuing, task, distribution, asynchronous | +| `azure-storage-queue-ts` | Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages... | azure, storage, queue, ts | azure, storage, queue, ts, javascript, typescript, sdk, message, operations, sending, receiving, peeking | | `azure-web-pubsub-ts` | Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSoc... | azure, web, pubsub, ts | azure, web, pubsub, ts, real, time, messaging, applications, sdks, javascript, client, implementing | -| `backend-architect` | | backend | backend, architect | +| `backend-architect` | Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. | backend | backend, architect, specializing, scalable, api, microservices, architecture, distributed | | `backend-dev-guidelines` | Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency i... | backend, dev, guidelines | backend, dev, guidelines, opinionated, development, standards, node, js, express, typescript, microservices, covers | | `bevy-ecs-expert` | Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling. | bevy, ecs | bevy, ecs, entity, component, rust, covering, queries, resources, parallel, scheduling | | `bullmq-specialist` | BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull que... | bullmq | bullmq, redis, backed, job, queues, background, processing, reliable, async, execution, node, js | @@ -347,26 +382,24 @@ Total skills: 966 | `cc-skill-frontend-patterns` | Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. | cc, skill, frontend | cc, skill, frontend, development, react, next, js, state, performance, optimization, ui | | `context7-auto-research` | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | context7, auto, research | context7, auto, research, automatically, fetch, latest, library, framework, documentation, claude, code, via | | `copilot-sdk` | Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Pytho... | copilot, sdk | copilot, sdk, applications, powered, github, creating, programmatic, integrations, node, js, typescript, python | -| `csharp-pro` | | csharp | csharp, pro | +| `csharp-pro` | Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and... | csharp | csharp, pro, write, code, features, like, records, matching, async, await, optimizes, net | | `dbos-golang` | DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and ... | dbos, golang | dbos, golang, go, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing | | `dbos-python` | DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workfl... | dbos, python | dbos, python, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | | `dbos-typescript` | DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creatin... | dbos, typescript | dbos, typescript, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | | `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-pro` | | django | django, pro | | `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` | | dotnet | dotnet, architect | +| `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 | | `exa-search` | Semantic search, similar content discovery, and structured research using Exa API | exa, search | exa, search, semantic, similar, content, discovery, structured, research, api | -| `fastapi-pro` | | fastapi | fastapi, pro | +| `fastapi-pro` | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. | fastapi | fastapi, pro, high, performance, async, apis, sqlalchemy, pydantic, v2, microservices, websockets, python | | `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 | -| `flutter-expert` | | flutter | flutter | | `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 | | `fp-ts-pragmatic` | A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScr... | fp, ts, pragmatic | fp, ts, pragmatic, practical, jargon, free, functional, programming, 80, 20, approach, gets | | `frontend-design` | Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styli... | frontend | frontend, distinctive, grade, interfaces, intentional, aesthetics, high, craft, non, generic, visual, identity | -| `frontend-developer` | | frontend | frontend, developer | +| `frontend-developer` | Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. | frontend | frontend, developer, react, components, responsive, layouts, handle, client, side, state, masters, 19 | | `frontend-mobile-development-component-scaffold` | You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete componen... | frontend, mobile, component | frontend, mobile, component, development, scaffold, react, architecture, specializing, scaffolding, accessible, performant, components | | `frontend-slides` | Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a... | frontend, slides | frontend, slides, stunning, animation, rich, html, presentations, scratch, converting, powerpoint, files, user | | `game-development/mobile-games` | Mobile game development principles. Touch input, battery, performance, app stores. | game, development/mobile, games | game, development/mobile, games, mobile, development, principles, touch, input, battery, performance, app, stores | @@ -374,34 +407,31 @@ Total skills: 966 | `go-concurrency-patterns` | Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or de... | go, concurrency | go, concurrency, goroutines, channels, sync, primitives, context, building, concurrent, applications, implementing, worker | | `go-playwright` | Expert capability for robust, stealthy, and efficient browser automation using Playwright Go. | go, playwright | go, playwright, capability, robust, stealthy, efficient, browser, automation | | `go-rod-master` | Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns. | go, rod, master | go, rod, master, browser, automation, web, scraping, chrome, devtools, protocol, including, stealth | -| `golang-pro` | | golang | golang, pro | +| `golang-pro` | Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. | golang | golang, pro, go, 21, concurrency, performance, optimization, microservices | | `hubspot-integration` | Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers... | hubspot, integration | hubspot, integration, crm, including, oauth, authentication, objects, associations, batch, operations, webhooks, custom | -| `ios-developer` | | ios | ios, developer | -| `java-pro` | | java | java, pro | | `javascript-mastery` | Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced pa... | javascript, mastery | javascript, mastery, reference, covering, 33, essential, concepts, every, developer, should, know, fundamentals | -| `javascript-pro` | | javascript | javascript, pro | +| `javascript-pro` | Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. | javascript | javascript, pro, es6, async, node, js, apis, promises, event, loops, browser, compatibility | | `javascript-testing-patterns` | Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fi... | javascript | javascript, testing, jest, vitest, library, unit, tests, integration, mocking, fixtures, test, driven | | `javascript-typescript-typescript-scaffold` | You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project st... | javascript, typescript | javascript, typescript, scaffold, architecture, specializing, scaffolding, node, js, frontend, applications, generate, complete | | `launch-strategy` | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature r... | launch | launch, user, wants, plan, product, feature, announcement, release, mentions, hunt, go, market | -| `m365-agents-dotnet` | | m365, agents, dotnet | m365, agents, dotnet | +| `m365-agents-ts` | Microsoft 365 Agents SDK for TypeScript/Node.js. | m365, agents, ts | m365, agents, ts, microsoft, 365, sdk, typescript, node, js | | `makepad-skills` | Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting. | makepad, skills | makepad, skills, ui, development, rust, apps, setup, shaders, packaging, troubleshooting | | `memory-safety-patterns` | Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, ... | memory, safety | memory, safety, safe, programming, raii, ownership, smart, pointers, resource, rust, writing, code | -| `microsoft-azure-webjobs-extensions-authentication-events-dotnet` | | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet | +| `microsoft-azure-webjobs-extensions-authentication-events-dotnet` | Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet, entra, sdk, net, functions, triggers | | `mobile-design` | Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mob... | mobile | mobile, first, engineering, doctrine, ios, android, apps, covers, touch, interaction, performance, platform | -| `mobile-developer` | | mobile | mobile, developer | +| `mobile-developer` | Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync... | mobile | mobile, developer, develop, react, native, flutter, apps, architecture, masters, cross, platform, development | | `modern-javascript-patterns` | Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional progra... | modern, javascript | modern, javascript, es6, features, including, async, await, destructuring, spread, operators, arrow, functions | | `multi-platform-apps-multi-platform` | Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies. | multi, platform, apps | multi, platform, apps, deploy, same, feature, consistently, web, mobile, desktop, platforms, api | | `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 | | `observe-whatsapp` | Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when in... | observe, whatsapp | observe, whatsapp, troubleshoot, kapso, debug, message, delivery, inspect, webhook, deliveries, retries, triage | -| `php-pro` | | php | php, pro | | `product-manager-toolkit` | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market ... | product, manager | product, manager, toolkit, managers, including, rice, prioritization, customer, interview, analysis, prd, discovery | | `python-development-python-scaffold` | You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with mode... | python | python, development, scaffold, architecture, specializing, scaffolding, applications, generate, complete, structures, tooling, uv | | `python-fastapi-development` | Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns. | python, fastapi | python, fastapi, development, backend, async, sqlalchemy, pydantic, authentication, api | | `python-packaging` | Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, cre... | python, packaging | python, packaging, distributable, packages, proper, structure, setup, py, pyproject, toml, publishing, pypi | | `python-patterns` | Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. | python | python, development, principles, decision, making, framework, selection, async, type, hints, structure, teaches | | `python-performance-optimization` | Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottleneck... | python, performance, optimization | python, performance, optimization, profile, optimize, code, cprofile, memory, profilers, debugging, slow, optimizing | -| `python-pro` | | python | python, pro | +| `python-pro` | Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem ... | python | python, pro, 12, features, async, programming, performance, optimization, latest, ecosystem, including, uv | | `python-testing-patterns` | Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites... | python | python, testing, pytest, fixtures, mocking, test, driven, development, writing, tests, setting, up | | `react-best-practices` | React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j... | react, best, practices | react, best, practices, next, js, performance, optimization, guidelines, vercel, engineering, skill, should | | `react-flow-architect` | Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integra... | react, flow | react, flow, architect, reactflow, building, interactive, graph, applications, hierarchical, node, edge, performance | @@ -411,40 +441,41 @@ Total skills: 966 | `react-nextjs-development` | React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns. | react, nextjs | react, nextjs, development, next, js, 14, application, app, router, server, components, typescript | | `react-patterns` | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | react | react, principles, hooks, composition, performance, typescript | | `react-state-management` | Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosin... | react, state | react, state, redux, toolkit, zustand, jotai, query, setting, up, global, managing, server | +| `reference-builder` | Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference mat... | reference, builder | reference, builder, creates, exhaustive, technical, references, api, documentation, generates, parameter, listings, configuration | | `remotion-best-practices` | Best practices for Remotion - Video creation in React | remotion, video, react, animation, composition | remotion, video, react, animation, composition, creation | -| `ruby-pro` | | ruby | ruby, pro | +| `ruby-pro` | Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing fram... | ruby | ruby, pro, write, idiomatic, code, metaprogramming, rails, performance, optimization, specializes, gem, development | | `rust-async-patterns` | Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing conc... | rust, async | rust, async, programming, tokio, traits, error, handling, concurrent, building, applications, implementing, debugging | -| `rust-pro` | | rust | rust, pro | +| `rust-pro` | Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. | rust | rust, pro, 75, async, type, features, programming | | `senior-fullstack` | Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaf... | senior, fullstack | senior, fullstack, development, skill, building, complete, web, applications, react, next, js, node | | `shopify-apps` | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris co... | shopify, apps | shopify, apps, app, development, including, remix, react, router, embedded, bridge, webhook, handling | +| `shopify-development` | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. | shopify | shopify, development, apps, extensions, themes, graphql, admin, api, cli, polaris, ui, liquid | | `slack-automation` | Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/us... | slack | slack, automation, automate, messaging, channel, search, reactions, threads, via, rube, mcp, composio | | `slack-bot-builder` | Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event h... | slack, bot, builder | slack, bot, builder, apps, bolt, framework, python, javascript, java, covers, block, kit | | `swiftui-expert-skill` | Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS ... | swiftui, skill | swiftui, skill, write, review, improve, code, following, state, view, composition, performance, apis | | `systems-programming-rust-project` | You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo to... | programming, rust | programming, rust, architecture, specializing, scaffolding, applications, generate, complete, structures, cargo, tooling, proper | | `tavily-web` | Web search, content extraction, crawling, and research capabilities using Tavily API | tavily, web | tavily, web, search, content, extraction, crawling, research, capabilities, api | | `telegram-mini-app` | Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, ... | telegram, mini, app | telegram, mini, app, building, apps, twa, web, run, inside, native, like, experience | -| `temporal-python-pro` | | temporal, python | temporal, python, pro | | `temporal-python-testing` | Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development s... | temporal, python | temporal, python, testing, test, pytest, time, skipping, mocking, covers, unit, integration, replay | | `twilio-communications` | Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simpl... | twilio, communications | twilio, communications, communication, features, sms, messaging, voice, calls, whatsapp, business, api, user | | `typescript-advanced-types` | Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe app... | typescript, advanced, types | typescript, advanced, types, type, including, generics, conditional, mapped, literals, utility, building, safe | -| `typescript-expert` | | typescript | typescript | -| `typescript-pro` | | typescript | typescript, pro | +| `typescript-expert` | TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and mode... | typescript | typescript, javascript, deep, knowledge, type, level, programming, performance, optimization, monorepo, migration, tooling | +| `typescript-pro` | Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. | typescript | typescript, pro, types, generics, strict, type, safety, complex, decorators, enterprise, grade | | `ui-ux-pro-max` | UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwi... | ui, ux, max | ui, ux, max, pro, intelligence, 50, styles, 21, palettes, font, pairings, 20 | | `uv-package-manager` | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python pr... | uv, package, manager | uv, package, manager, fast, python, dependency, virtual, environments, setting, up, managing, dependencies | | `viral-generator-builder` | Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers t... | viral, generator, builder | viral, generator, builder, building, shareable, go, name, generators, quiz, makers, avatar, creators | | `webapp-testing` | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing... | webapp | webapp, testing, toolkit, interacting, local, web, applications, playwright, supports, verifying, frontend, functionality | | `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 (243) +## general (189) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `00-andruia-consultant` | Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español. | 00, andruia, consultant | 00, andruia, consultant, arquitecto, de, soluciones, principal, consultor, tecnol, gico, andru, ia | +| `10-andruia-skill-smith` | Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante. | 10, andruia, skill, smith | 10, andruia, skill, smith, ingeniero, de, sistemas, andru, ia, dise, redacta, despliega | | `20-andruia-niche-intelligence` | Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos de... | 20, andruia, niche, intelligence | 20, andruia, niche, intelligence, estratega, de, inteligencia, dominio, andru, ia, analiza, el | | `address-github-comments` | Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | address, github, comments | address, github, comments, review, issue, open, pull, request, gh, cli | | `agent-manager-skill` | Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | agent, manager, skill | agent, manager, skill, multiple, local, cli, agents, via, tmux, sessions, start, stop | | `algorithmic-art` | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, gener... | algorithmic, art | algorithmic, art, creating, p5, js, seeded, randomness, interactive, parameter, exploration, users, request | -| `angular` | | angular | angular | | `angular-best-practices` | Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and... | angular, best, practices | angular, best, practices, performance, optimization, writing, reviewing, refactoring, code, optimal, bundle, size | | `angular-migration` | Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applicat... | angular, migration | angular, migration, migrate, angularjs, hybrid, mode, incremental, component, rewriting, dependency, injection, updates | | `anti-reversing-techniques` | Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti... | anti, reversing, techniques | anti, reversing, techniques, understand, obfuscation, protection, encountered, during, software, analysis, analyzing, protected | @@ -452,48 +483,20 @@ Total skills: 966 | `apify-trend-analysis` | Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy. | apify, trend | apify, trend, analysis, discover, track, emerging, trends, google, instagram, facebook, youtube, tiktok | | `app-builder` | Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordina... | app, builder | app, builder, main, application, building, orchestrator, creates, full, stack, applications, natural, language | | `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` | | arm, cortex | arm, cortex | +| `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 | | `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-cost-cleanup` | Automated cleanup of unused AWS resources to reduce costs | aws, cost, cleanup | aws, cost, cleanup, automated, unused, resources, reduce, costs | | `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 | -| `azure-appconfiguration-py` | | azure, appconfiguration, py | azure, appconfiguration, py | -| `azure-containerregistry-py` | | azure, containerregistry, py | azure, containerregistry, py | -| `azure-cosmos-py` | | azure, cosmos, py | azure, cosmos, py | -| `azure-cosmos-ts` | | azure, cosmos, ts | azure, cosmos, ts | -| `azure-eventgrid-py` | | azure, eventgrid, py | azure, eventgrid, py | -| `azure-eventhub-py` | | azure, eventhub, py | azure, eventhub, py | -| `azure-identity-py` | | azure, identity, py | azure, identity, py | -| `azure-keyvault-py` | | azure, keyvault, py | azure, keyvault, py | -| `azure-messaging-webpubsubservice-py` | | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py | -| `azure-mgmt-apicenter-py` | | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py | -| `azure-mgmt-apimanagement-py` | | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py | -| `azure-mgmt-botservice-py` | | azure, mgmt, botservice, py | azure, mgmt, botservice, py | -| `azure-mgmt-fabric-py` | | azure, mgmt, fabric, py | azure, mgmt, fabric, py | -| `azure-monitor-ingestion-py` | | azure, monitor, ingestion, py | azure, monitor, ingestion, py | -| `azure-monitor-opentelemetry-exporter-py` | | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py | -| `azure-monitor-opentelemetry-py` | | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py | -| `azure-monitor-query-py` | | azure, monitor, query, py | azure, monitor, query, py | -| `azure-search-documents-py` | | azure, search, documents, py | azure, search, documents, py | -| `azure-servicebus-py` | | azure, servicebus, py | azure, servicebus, py | -| `azure-speech-to-text-rest-py` | | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py | -| `azure-storage-blob-py` | | azure, storage, blob, py | azure, storage, blob, py | -| `azure-storage-blob-ts` | | azure, storage, blob, ts | azure, storage, blob, ts | -| `azure-storage-file-datalake-py` | | azure, storage, file, datalake, py | azure, storage, file, datalake, py | -| `azure-storage-file-share-py` | | azure, storage, file, share, py | azure, storage, file, share, py | -| `azure-storage-file-share-ts` | | azure, storage, file, share, ts | azure, storage, file, share, ts | -| `azure-storage-queue-py` | | azure, storage, queue, py | azure, storage, queue, py | -| `azure-storage-queue-ts` | | azure, storage, queue, ts | azure, storage, queue, ts | | `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 | -| `bash-pro` | | bash | bash, pro | | `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` | | blockchain | blockchain, developer | +| `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 | | `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 | | `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 | -| `carrier-relationship-management` | | carrier, relationship | carrier, relationship | +| `carrier-relationship-management` | Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic ca... | carrier, relationship | carrier, relationship, codified, expertise, managing, portfolios, negotiating, freight, rates, tracking, performance, allocating | | `cc-skill-continuous-learning` | Development skill from everything-claude-code | cc, skill, continuous, learning | cc, skill, continuous, learning, development, everything, claude, code | | `cc-skill-project-guidelines-example` | Project Guidelines Skill (Example) | cc, skill, guidelines, example | cc, skill, guidelines, example | | `cc-skill-strategic-compact` | Development skill from everything-claude-code | cc, skill, strategic, compact | cc, skill, strategic, compact, development, everything, claude, code | @@ -510,38 +513,29 @@ Total skills: 966 | `code-review-excellence` | Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use wh... | code, excellence | code, excellence, review, effective, provide, constructive, feedback, catch, bugs, early, foster, knowledge | | `codebase-cleanup-tech-debt` | You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncov... | codebase, cleanup, tech, debt | codebase, cleanup, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, uncover | | `commit` | Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows convention... | commit | commit, messages, following, sentry, conventions, committing, code, changes, writing, formatting, git, history | -| `competitive-landscape` | | competitive, landscape | competitive, landscape | | `comprehensive-review-full-review` | Use when working with comprehensive review full review | comprehensive, full | comprehensive, full, review, working | | `comprehensive-review-pr-enhance` | You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descri... | comprehensive, pr, enhance | comprehensive, pr, enhance, review, optimization, specializing, creating, high, quality, pull, requests, facilitate | | `computer-vision-expert` | SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis. | computer, vision | computer, vision, sota, 2026, specialized, yolo26, segment, anything, sam, language, models, real | | `concise-planning` | Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. | concise, planning | concise, planning, user, asks, plan, coding, task, generate, clear, actionable, atomic, checklist | -| `content-marketer` | | content, marketer | content, marketer | | `context-compression` | Design and evaluate compression strategies for long-running sessions | compression | compression, context, evaluate, long, running, sessions | -| `context-driven-development` | | driven | driven, context, development | | `context-fundamentals` | Understand what context is, why it matters, and the anatomy of context in agent systems | fundamentals | fundamentals, context, understand, what, why, matters, anatomy, agent | | `context-management-context-restore` | Use when working with context management context restore | restore | restore, context, working | | `context-management-context-save` | Use when working with context management context save | save | save, context, working | -| `context-manager` | | manager | manager, context | | `context-optimization` | Apply compaction, masking, and caching strategies | optimization | optimization, context, apply, compaction, masking, caching | -| `cpp-pro` | | cpp | cpp, pro | +| `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-pr` | Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code revi... | create, pr | create, pr, pull, requests, following, sentry, conventions, opening, prs, writing, descriptions, preparing | -| `crypto-bd-agent` | | crypto, bd, agent | crypto, bd, agent | | `culture-index` | Index and search culture documentation | culture, index | culture, index, search, documentation | | `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 | -| `debugger` | | debugger | debugger | | `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 | | `design-md` | Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files | md | md, analyze, stitch, synthesize, semantic, files | | `dispatching-parallel-agents` | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | dispatching, parallel, agents | dispatching, parallel, agents, facing, independent, tasks, worked, without, shared, state, sequential, dependencies | -| `docs-architect` | | docs | docs, architect | | `docx-official` | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude ... | docx, official | docx, official, document, creation, editing, analysis, tracked, changes, comments, formatting, preservation, text | -| `dx-optimizer` | | dx, optimizer | dx, optimizer | -| `elixir-pro` | | elixir | elixir, pro | +| `dx-optimizer` | Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when developme... | dx, optimizer | dx, optimizer, developer, experience, improves, tooling, setup, proactively, setting, up, new, after | | `email-sequence` | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions... | email, sequence | email, sequence, user, wants, optimize, drip, campaign, automated, flow, lifecycle, program, mentions | -| `energy-procurement` | | energy, procurement | energy, procurement | +| `energy-procurement` | Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy co... | energy, procurement | energy, procurement, codified, expertise, electricity, gas, tariff, optimisation, demand, charge, renewable, ppa | | `environment-setup-guide` | Guide developers through setting up development environments with proper tools, dependencies, and configurations | environment, setup | environment, setup, developers, through, setting, up, development, environments, proper, dependencies, configurations | | `error-debugging-multi-agent-review` | Use when working with error debugging multi agent review | error, debugging, multi, agent | error, debugging, multi, agent, review, working | -| `error-detective` | | error, detective | error, detective | | `error-diagnostics-smart-debug` | Use when working with error diagnostics smart debug | error, diagnostics, debug | error, diagnostics, debug, smart, working | | `evaluation` | Build evaluation frameworks for agent systems | evaluation | evaluation, frameworks, agent | | `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 | @@ -549,9 +543,8 @@ Total skills: 966 | `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 | | `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 | -| `firmware-analyst` | | firmware, analyst | firmware, analyst | | `fix-review` | Verify fix commits address audit findings without new bugs | fix | fix, review, verify, commits, address, audit, findings, without, new, bugs | -| `form-cro` | | form, cro | form, cro | +| `form-cro` | Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms. | form, cro | form, cro, optimize, any, signup, account, registration, including, lead, capture, contact, demo | | `framework-migration-code-migrate` | You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migrat... | framework, migration, code, migrate | framework, migration, code, migrate, specializing, transitioning, codebases, between, frameworks, languages, versions, platforms | | `game-development` | Game development orchestrator. Routes to platform-specific skills based on project needs. | game | game, development, orchestrator, routes, platform, specific, skills | | `game-development/2d-games` | 2D game development principles. Sprites, tilemaps, physics, camera. | game, development/2d, games | game, development/2d, games, 2d, development, principles, sprites, tilemaps, physics, camera | @@ -567,47 +560,40 @@ Total skills: 966 | `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 | | `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 | -| `graphql-architect` | | graphql | graphql, architect | | `haskell-pro` | Expert Haskell engineer specializing in advanced type systems, pure | haskell | haskell, pro, engineer, specializing, type, pure | | `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 | -| `hig-components-content` | | hig, components, content | hig, components, content | -| `hig-components-controls` | | hig, components, controls | hig, components, controls | -| `hig-components-dialogs` | | hig, components, dialogs | hig, components, dialogs | -| `hig-components-layout` | | hig, components, layout | hig, components, layout | -| `hig-components-menus` | | hig, components, menus | hig, components, menus | -| `hig-components-search` | | hig, components, search | hig, components, search | -| `hig-components-status` | | hig, components, status | hig, components, status | -| `hig-components-system` | | hig, components | hig, components | -| `hig-foundations` | | hig, foundations | hig, foundations | -| `hig-inputs` | | hig, inputs | hig, inputs | -| `hig-platforms` | | hig, platforms | hig, platforms | -| `hig-project-context` | | hig | hig, context | -| `hig-technologies` | | hig, technologies | hig, technologies | +| `hig-components-content` | Apple Human Interface Guidelines for content display components. | hig, components, content | hig, components, content, apple, human, interface, guidelines, display | +| `hig-components-controls` | Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, ... | hig, components, controls | hig, components, controls, apple, guidance, selection, input, including, pickers, toggles, sliders, steppers | +| `hig-components-dialogs` | Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. | hig, components, dialogs | hig, components, dialogs, apple, guidance, presentation, including, alerts, action, sheets, popovers, digit | +| `hig-components-layout` | Apple Human Interface Guidelines for layout and navigation components. | hig, components, layout | hig, components, layout, apple, human, interface, guidelines, navigation | +| `hig-components-menus` | Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up butt... | hig, components, menus | hig, components, menus, apple, guidance, menu, button, including, context, dock, edit, bar | +| `hig-components-search` | Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. | hig, components, search | hig, components, search, apple, guidance, navigation, related, including, fields, page, controls, path | +| `hig-components-status` | Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. | hig, components, status | hig, components, status, apple, guidance, progress, ui, including, indicators, bars, activity, rings | +| `hig-components-system` | Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch face... | hig, components | hig, components, apple, guidance, experience, widgets, live, activities, notifications, complications, home, screen | +| `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 | | `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 | -| `imagen` | | imagen | imagen | | `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 | | `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` | | inventory, demand, planning | inventory, demand, planning | -| `julia-pro` | | julia | julia, pro | +| `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 | +| `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` | | legacy, modernizer | legacy, modernizer | +| `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 | | `linear-claude-skill` | Manage Linear issues, projects, and teams | linear, claude, skill | linear, claude, skill, issues, teams | | `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 | -| `logistics-exception-management` | | logistics, exception | logistics, exception | -| `m365-agents-py` | | m365, agents, py | m365, agents, py | -| `m365-agents-ts` | | m365, agents, ts | m365, agents, ts | +| `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 | | `mcp-builder` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder | mcp, builder, creating, high, quality, model, context, protocol, servers, enable, llms, interact | | `mcp-builder-ms` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder, ms | mcp, builder, ms, creating, high, quality, model, context, protocol, servers, enable, llms | | `memory-systems` | Design short-term, long-term, and graph-based memory architectures | memory | memory, short, term, long, graph, architectures | -| `mermaid-expert` | | mermaid | mermaid | +| `mermaid-expert` | Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. | mermaid | mermaid, diagrams, flowcharts, sequences, erds, architectures, masters, syntax, all, diagram, types, styling | | `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` | | minecraft, bukkit | minecraft, bukkit, pro | -| `mlops-engineer` | | mlops | mlops, engineer | +| `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 | | `n8n-mcp-tools-expert` | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or us... | n8n, mcp | n8n, mcp, effectively, searching, nodes, validating, configurations, accessing, managing, any, provides, sele | | `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 | @@ -615,9 +601,8 @@ Total skills: 966 | `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 | | `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 | | `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` | | page, cro | page, cro | +| `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 | -| `payment-integration` | | payment, integration | payment, integration | | `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 | @@ -626,30 +611,25 @@ Total skills: 966 | `personal-tool-builder` | Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourse... | personal, builder | personal, builder, building, custom, solve, own, problems, first, products, often, start, scratch | | `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 | -| `posix-shell-pro` | | posix, shell | posix, shell, pro | +| `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 | | `privilege-escalation-methods` | This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploi... | privilege, escalation, methods | privilege, escalation, methods, skill, should, used, user, asks, escalate, privileges, get, root | -| `production-scheduling` | | production, scheduling | production, scheduling | +| `production-scheduling` | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufa... | production, scheduling | production, scheduling, codified, expertise, job, sequencing, line, balancing, changeover, optimisation, bottleneck, resolution | | `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 | -| `quality-nonconformance` | | quality, nonconformance | quality, nonconformance | -| `quant-analyst` | | quant, analyst | quant, analyst | +| `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 | | `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 | -| `reference-builder` | | reference, builder | reference, builder | | `referral-program` | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referr... | referral, program | referral, program, user, wants, optimize, analyze, affiliate, word, mouth, mentions, ambassador | | `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 | -| `returns-reverse-logistics` | | returns, reverse, logistics | returns, reverse, logistics | -| `reverse-engineer` | | reverse | reverse, engineer | -| `scala-pro` | | scala | scala, pro | -| `schema-markup` | | schema, markup | schema, markup | +| `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 | | `search-specialist` | Expert web researcher using advanced search techniques and | search | search, web, researcher, techniques | | `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` | Identify error-prone APIs and dangerous configurations | sharp, edges | sharp, edges, identify, error, prone, apis, dangerous, configurations | | `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 | -| `shopify-development` | | shopify | shopify, development | | `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 | | `skill-creator` | This skill should be used when the user asks to create a new skill, build a skill, make a custom skill, develop a CLI skill, or wants to extend the CLI with ... | [automation, scaffolding, skill-creation, meta-skill] | [automation, scaffolding, skill-creation, meta-skill], skill, creator, should, used, user, asks, new, custom | | `skill-rails-upgrade` | Analyze Rails apps and provide upgrade assessments | skill, rails, upgrade | skill, rails, upgrade, analyze, apps, provide, assessments | @@ -657,16 +637,13 @@ Total skills: 966 | `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 | | `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 | -| `team-composition-analysis` | | team, composition | team, composition, analysis | +| `team-composition-analysis` | This skill should be used when the user asks to \\\"plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equit... | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring | | `theme-factory` | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors... | theme, factory | theme, factory, toolkit, styling, artifacts, these, slides, docs, reportings, html, landing, pages | | `threejs-skills` | Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, anima... | threejs, skills | threejs, skills, 3d, scenes, interactive, experiences, visual, effects, three, js, user, requests | -| `track-management` | | track | track | | `turborepo-caching` | Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing d... | turborepo, caching | turborepo, caching, configure, efficient, monorepo, local, remote, setting, up, optimizing, pipelines, implementing | -| `tutorial-engineer` | | tutorial | tutorial, engineer | +| `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` | | ui, ux, designer | ui, ux, designer | -| `ui-visual-validator` | | ui, visual, validator | ui, visual, validator | -| `unity-developer` | | unity | unity, developer | +| `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 | | `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 | @@ -683,7 +660,7 @@ Total skills: 966 | `x-article-publisher-skill` | Publish articles to X/Twitter | x, article, publisher, skill | x, article, publisher, skill, publish, articles, twitter | | `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 (94) +## infrastructure (114) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -698,32 +675,48 @@ Total skills: 966 | `aws-skills` | AWS development with infrastructure automation and cloud architecture patterns | aws, skills | aws, skills, development, infrastructure, automation, cloud, architecture | | `azd-deployment` | Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration... | azd, deployment | azd, deployment, deploy, containerized, applications, azure, container, apps, developer, cli, setting, up | | `azure-ai-anomalydetector-java` | Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-serie... | azure, ai, anomalydetector, java | azure, ai, anomalydetector, java, anomaly, detection, applications, detector, sdk, implementing, univariate, multivariate | +| `azure-identity-dotnet` | Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service... | azure, identity, dotnet | azure, identity, dotnet, sdk, net, authentication, library, clients, microsoft, entra, id, defaultazurecredential | | `azure-identity-java` | Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azu... | azure, identity, java | azure, identity, java, sdk, authentication, implementing, defaultazurecredential, managed, principal, any, applic | +| `azure-identity-py` | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. | azure, identity, py | azure, identity, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching | | `azure-identity-ts` | Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, ma... | azure, identity, ts | azure, identity, ts, authenticate, sdk, javascript, configuring, authentication, defaultazurecredential, managed, principals | +| `azure-messaging-webpubsubservice-py` | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time, websocket, connections | +| `azure-mgmt-applicationinsights-dotnet` | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet, application, insights, sdk, net, performance, monitoring, observability, resource | +| `azure-mgmt-arizeaiobservabilityeval-dotnet` | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet, resource, manager, sdk, arize, ai, observability, evaluation, net | +| `azure-mgmt-botservice-dotnet` | Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, S... | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet, resource, manager, sdk, bot, net, plane, operations, creating | +| `azure-mgmt-botservice-py` | Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. | azure, mgmt, botservice, py | azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources | +| `azure-mgmt-weightsandbiases-dotnet` | Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketp... | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet, weights, biases, sdk, net, ml, experiment, tracking, model | | `azure-microsoft-playwright-testing-ts` | Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted b... | azure, microsoft, playwright, ts | azure, microsoft, playwright, ts, testing, run, tests, scale, workspaces, formerly, scaling, browser | | `azure-monitor-opentelemetry-ts` | Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and... | azure, monitor, opentelemetry, ts | azure, monitor, opentelemetry, ts, instrument, applications, javascript, adding, distributed, tracing, metrics, logs | +| `azure-servicebus-dotnet` | Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. | azure, servicebus, dotnet | azure, servicebus, dotnet, bus, sdk, net, enterprise, messaging, queues, topics, subscriptions, sessions | +| `azure-servicebus-py` | Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. | azure, servicebus, py | azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise | | `azure-servicebus-ts` | Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message ses... | azure, servicebus, ts | azure, servicebus, ts, messaging, applications, bus, sdk, javascript, implementing, queues, topics, subscriptions | +| `azure-storage-file-share-py` | Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. | azure, storage, file, share, py | azure, storage, file, share, py, sdk, python, smb, shares, directories, operations, cloud | | `backend-development-feature-development` | Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and servi... | backend | backend, development, feature, orchestrate, requirements, deployment, coordinating, multi, phase, delivery, teams | | `bash-defensive-patterns` | Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requir... | bash, defensive | bash, defensive, programming, techniques, grade, scripts, writing, robust, shell, ci, cd, pipelines | +| `bash-pro` | Master of defensive Bash scripting for production automation, CI/CD +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 | | `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 | | `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 | | `claude-d3js-skill` | Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisati... | claude, d3js, skill | claude, d3js, skill, creating, interactive, data, visualisations, d3, js, should, used, custom | -| `cloud-architect` | | cloud | cloud, architect | +| `cloud-architect` | Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and ... | cloud | cloud, architect, specializing, aws, azure, gcp, multi, infrastructure, iac, terraform, opentofu, cdk | | `cloud-devops` | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | cloud, devops | cloud, devops, infrastructure, covering, aws, azure, gcp, kubernetes, terraform, ci, cd, monitoring | | `code-review-ai-ai-review` | You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Levera... | code, ai | code, ai, review, powered, combining, automated, static, analysis, intelligent, recognition, devops, leverage | | `cost-optimization` | Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing... | cost, optimization | cost, optimization, optimize, cloud, costs, through, resource, rightsizing, tagging, reserved, instances, spending | +| `data-engineer` | Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data pl... | data | data, engineer, scalable, pipelines, warehouses, real, time, streaming, architectures, implements, apache, spark | | `data-engineering-data-pipeline` | You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. | data, engineering, pipeline | data, engineering, pipeline, architecture, specializing, scalable, reliable, cost, effective, pipelines, batch, streaming | +| `database-admin` | Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. | database, admin | database, admin, administrator, specializing, cloud, databases, automation, reliability, engineering | | `database-cloud-optimization-cost-optimize` | You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spendi... | database, cloud, optimization, cost, optimize | database, cloud, optimization, cost, optimize, specializing, reducing, infrastructure, expenses, while, maintaining, performance | | `database-migrations-migration-observability` | Migration monitoring, CDC, and observability infrastructure | database, cdc, debezium, kafka, prometheus, grafana, monitoring | database, cdc, debezium, kafka, prometheus, grafana, monitoring, migrations, migration, observability, infrastructure | -| `deployment-engineer` | | deployment | deployment, engineer | +| `deployment-engineer` | Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. | deployment | deployment, engineer, specializing, ci, cd, pipelines, gitops, automation | | `deployment-procedures` | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | deployment, procedures | deployment, procedures, principles, decision, making, safe, rollback, verification, teaches, thinking, scripts | | `deployment-validation-config-validate` | You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensi... | deployment, validation, config, validate | deployment, validation, config, validate, configuration, specializing, validating, testing, ensuring, correctness, application, configurations | -| `devops-troubleshooter` | | devops, troubleshooter | devops, troubleshooter | | `distributed-debugging-debug-trace` | You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging wo... | distributed, debugging, debug, trace | distributed, debugging, debug, trace, specializing, setting, up, environments, tracing, diagnostic, configure, solutions | | `distributed-tracing` | Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microserv... | distributed, tracing | distributed, tracing, jaeger, tempo, track, requests, microservices, identify, performance, bottlenecks, debugging, analyzing | +| `django-pro` | Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. | django | django, pro, async, views, drf, celery, channels, scalable, web, applications, proper, architecture | | `e2e-testing` | End-to-end testing workflow with Playwright for browser automation, visual regression, cross-browser testing, and CI/CD integration. | e2e | e2e, testing, playwright, browser, automation, visual, regression, cross, ci, cd, integration | | `e2e-testing-patterns` | Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when... | e2e | e2e, testing, playwright, cypress, reliable, test, suites, catch, bugs, improve, confidence, enable | | `error-debugging-error-analysis` | You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehens... | error, debugging | error, debugging, analysis, deep, expertise, distributed, analyzing, incidents, implementing, observability, solutions | @@ -732,6 +725,7 @@ Total skills: 966 | `error-diagnostics-error-trace` | You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, conf... | error, diagnostics, trace | error, diagnostics, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure | | `expo-deployment` | Deploy Expo apps to production | expo, deployment | expo, deployment, deploy, apps | | `file-uploads` | Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle l... | file, uploads | file, uploads, handling, cloud, storage, covers, s3, cloudflare, r2, presigned, urls, multipart | +| `flutter-expert` | Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. | flutter | flutter, development, dart, widgets, multi, platform, deployment | | `freshservice-automation` | Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools ... | freshservice | freshservice, automation, automate, itsm, tasks, via, rube, mcp, composio, update, tickets, bulk | | `game-development/game-art` | Game art principles. Visual style selection, asset pipeline, animation workflow. | game, development/game, art | game, development/game, art, principles, visual, style, selection, asset, pipeline, animation | | `gcp-cloud-run` | Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven)... | gcp, cloud, run | gcp, cloud, run, specialized, skill, building, serverless, applications, covers, containerized, functions, event | @@ -743,12 +737,13 @@ Total skills: 966 | `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 | -| `hybrid-cloud-architect` | | hybrid, cloud | hybrid, cloud, architect | +| `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 | | `iterate-pr` | Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automa... | iterate, pr | iterate, pr, until, ci, passes, fix, failures, address, review, feedback, continuously, push | +| `java-pro` | Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Proj... | java | java, pro, 21, features, like, virtual, threads, matching, spring, boot, latest, ecosystem | | `kpi-dashboard-design` | Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboard... | kpi, dashboard | kpi, dashboard, effective, dashboards, metrics, selection, visualization, real, time, monitoring, building, business | -| `kubernetes-architect` | | kubernetes | kubernetes, architect | +| `kubernetes-architect` | Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. | kubernetes | kubernetes, architect, specializing, cloud, native, infrastructure, gitops, argocd, flux, enterprise, container, orchestration | | `kubernetes-deployment` | Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations. | kubernetes, deployment | kubernetes, deployment, container, orchestration, helm, charts, mesh, k8s, configurations | | `langfuse` | Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, Lla... | langfuse | langfuse, open, source, llm, observability, platform, covers, tracing, prompt, evaluation, datasets, integration | | `linux-troubleshooting` | Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures. | linux, troubleshooting | linux, troubleshooting, diagnosing, resolving, issues, performance, problems, failures | @@ -756,12 +751,11 @@ Total skills: 966 | `machine-learning-ops-ml-pipeline` | Design and implement a complete ML pipeline for: $ARGUMENTS | machine, learning, ops, ml, pipeline | machine, learning, ops, ml, pipeline, complete, arguments | | `manifest` | Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin. | manifest | manifest, install, configure, observability, plugin, agents, setting, up, telemetry, configuring, api, keys | | `microservices-patterns` | Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decom... | microservices | microservices, architectures, boundaries, event, driven, communication, resilience, building, distributed, decomposing, monoliths, implementing | +| `ml-engineer` | Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. | ml | ml, engineer, pytorch, tensorflow, frameworks, implements, model, serving, feature, engineering, testing, monitoring | | `ml-pipeline-workflow` | Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, impleme... | ml, pipeline | ml, pipeline, mlops, pipelines, data, preparation, through, model, training, validation, deployment, creating | | `moodle-external-api-development` | Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom p... | moodle, external, api | moodle, external, api, development, custom, web, apis, lms, implementing, course, user, tracking | | `multi-cloud-architecture` | Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud system... | multi, cloud, architecture | multi, cloud, architecture, architectures, decision, framework, select, integrate, aws, azure, gcp, building | | `network-101` | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test n... | network, 101 | network, 101, skill, should, used, user, asks, set, up, web, server, configure | -| `network-engineer` | | network | network, engineer | -| `observability-engineer` | | observability | observability, engineer | | `observability-monitoring-monitor-setup` | You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing... | observability, monitoring, monitor, setup | observability, monitoring, monitor, setup, specializing, implementing, solutions, set, up, metrics, collection, distributed | | `observability-monitoring-slo-implement` | You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, d... | observability, monitoring, slo, implement | observability, monitoring, slo, implement, level, objective, specializing, implementing, reliability, standards, error, budget | | `performance-engineer` | Expert performance engineer specializing in modern observability, | performance | performance, engineer, specializing, observability | @@ -772,17 +766,22 @@ Total skills: 966 | `server-management` | Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands. | server | server, principles, decision, making, process, monitoring, scaling, decisions, teaches, thinking, commands | | `service-mesh-observability` | Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debu... | service, mesh, observability | service, mesh, observability, meshes, including, distributed, tracing, metrics, visualization, setting, up, monitoring | | `slo-implementation` | Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability t... | slo | slo, define, level, indicators, slis, objectives, slos, error, budgets, alerting, establishing, reliability | +| `sql-pro` | Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid... | sql | sql, pro, cloud, native, databases, oltp, olap, optimization, query, techniques, performance, tuning | +| `temporal-python-pro` | Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testin... | temporal, python | temporal, python, pro, orchestration, sdk, implements, durable, saga, distributed, transactions, covers, async | | `terraform-aws-modules` | Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure. | terraform, aws, modules | terraform, aws, modules, module, creation, reusable, state, hcl, building, reviewing, infrastructure | | `terraform-infrastructure` | Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale. | terraform, infrastructure | terraform, infrastructure, code, provisioning, cloud, resources, creating, reusable, modules, managing, scale | | `terraform-module-library` | Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure mod... | terraform, module, library | terraform, module, library, reusable, modules, aws, azure, gcp, infrastructure, following, code, creating | | `terraform-skill` | Terraform infrastructure as code best practices | terraform, skill | terraform, skill, infrastructure, code | -| `terraform-specialist` | | terraform | terraform | +| `terraform-specialist` | Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. | terraform | terraform, opentofu, mastering, iac, automation, state, enterprise, infrastructure | +| `test-automator` | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with a... | automator | automator, test, ai, powered, automation, frameworks, self, healing, tests, quality, engineering, scalable | +| `unity-developer` | Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform de... | unity | unity, developer, games, optimized, scripts, efficient, rendering, proper, asset, masters, lts, urp | | `vercel-deploy-claimable` | Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'C... | vercel, deploy, claimable | vercel, deploy, claimable, applications, websites, skill, user, requests, deployment, actions, such, my | | `vercel-deployment` | Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. | vercel, deployment | vercel, deployment, knowledge, deploying, next, js, deploy, hosting | | `wireshark-analysis` | This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow... | wireshark | wireshark, analysis, skill, should, used, user, asks, analyze, network, traffic, capture, packets | | `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 (100) +## security (114) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -797,12 +796,13 @@ Total skills: 966 | `auth-implementation-patterns` | Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use wh... | auth | auth, authentication, authorization, including, jwt, oauth2, session, rbac, secure, scalable, access, control | | `aws-penetration-testing` | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalatio... | aws, penetration | aws, penetration, testing, skill, should, used, user, asks, pentest, test, security, enumerate | | `azure-cosmos-db-py` | Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (Def... | azure, cosmos, db, py | azure, cosmos, db, py, nosql, python, fastapi, following, grade, implementing, database, client | -| `azure-keyvault-secrets-rust` | | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust | +| `azure-keyvault-py` | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. | azure, keyvault, py | azure, keyvault, py, key, vault, sdk, python, secrets, keys, certificates, secure, storage | +| `azure-keyvault-secrets-rust` | Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust"... | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust, key, vault, sdk, storing, retrieving, passwords, api, keys | | `azure-keyvault-secrets-ts` | Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configurati... | azure, keyvault, secrets, ts | azure, keyvault, secrets, ts, key, vault, sdk, javascript, storing, retrieving, application, configuration | -| `azure-security-keyvault-keys-dotnet` | | azure, security, keyvault, keys, dotnet | azure, security, keyvault, keys, dotnet | +| `azure-security-keyvault-keys-dotnet` | Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encrypt... | azure, security, keyvault, keys, dotnet | azure, security, keyvault, keys, dotnet, key, vault, sdk, net, client, library, managing | | `azure-security-keyvault-keys-java` | Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify ope... | azure, security, keyvault, keys, java | azure, security, keyvault, keys, java, key, vault, sdk, cryptographic, creating, managing, rsa | | `azure-security-keyvault-secrets-java` | Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive... | azure, security, keyvault, secrets, java | azure, security, keyvault, secrets, java, key, vault, sdk, secret, storing, retrieving, managing | -| `backend-security-coder` | | backend, security, coder | backend, security, coder | +| `backend-security-coder` | Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementa... | backend, security, coder | backend, security, coder, secure, coding, specializing, input, validation, authentication, api, proactively, implementations | | `broken-authentication` | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential s... | broken, authentication | broken, authentication, skill, should, used, user, asks, test, vulnerabilities, assess, session, security | | `burp-suite-testing` | This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability sca... | burp, suite | burp, suite, testing, skill, should, used, user, asks, intercept, http, traffic, modify | | `cc-skill-security-review` | Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Pro... | cc, skill, security | cc, skill, security, review, adding, authentication, handling, user, input, working, secrets, creating | @@ -811,22 +811,26 @@ Total skills: 966 | `code-review-checklist` | Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability | code, checklist | code, checklist, review, conducting, thorough, reviews, covering, functionality, security, performance, maintainability | | `codebase-cleanup-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | codebase, cleanup, deps, audit | codebase, cleanup, deps, audit, dependency, security, specializing, vulnerability, scanning, license, compliance, supply | | `convex` | Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment. | convex | convex, reactive, backend, schema, typescript, functions, real, time, subscriptions, auth, file, storage | -| `customs-trade-compliance` | | customs, trade, compliance | customs, trade, compliance | +| `crypto-bd-agent` | Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain... | crypto, bd, agent | crypto, bd, agent, autonomous, business, development, multi, chain, token, discovery, 100, point | +| `customs-trade-compliance` | Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple... | customs, trade, compliance | customs, trade, compliance, codified, expertise, documentation, tariff, classification, duty, optimisation, restricted, party | | `database-migration` | Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databas... | database, migration | database, migration, execute, migrations, orms, platforms, zero, downtime, data, transformation, rollback, procedures | | `database-migrations-sql-migrations` | SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans. | database, migrations, sql | database, migrations, sql, zero, downtime, postgresql, mysql, server, data, integrity, rollback, plans | | `dependency-management-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | dependency, deps, audit | dependency, deps, audit, security, specializing, vulnerability, scanning, license, compliance, supply, chain, analyze | | `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 | | `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 | | `find-bugs` | Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit ... | find, bugs | find, bugs, security, vulnerabilities, code, quality, issues, local, branch, changes, asked, review | | `firebase` | Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules a... | firebase | firebase, gives, complete, backend, minutes, auth, database, storage, functions, hosting, ease, setup | +| `firmware-analyst` | Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. | firmware, analyst | firmware, analyst, specializing, embedded, iot, security, hardware, reverse, engineering | | `framework-migration-deps-upgrade` | You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal r... | framework, migration, deps, upgrade | framework, migration, deps, upgrade, dependency, specializing, safe, incremental, upgrades, dependencies, plan, execute | | `frontend-mobile-security-xss-scan` | You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanill... | frontend, mobile, security, xss, scan | frontend, mobile, security, xss, scan, focusing, cross, site, scripting, vulnerability, detection, prevention | -| `frontend-security-coder` | | frontend, security, coder | frontend, security, coder | +| `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 | +| `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` | | incident, responder | incident, responder | +| `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 | | `incident-response-incident-response` | Use when working with incident response incident response | incident, response | incident, response, working | | `incident-response-smart-fix` | [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability p... | incident, response, fix | incident, response, fix, smart, extended, thinking, implements, sophisticated, debugging, resolution, pipeline, leverages | | `incident-runbook-templates` | Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to ... | incident, runbook | incident, runbook, structured, response, runbooks, step, procedures, escalation, paths, recovery, actions, building | @@ -834,41 +838,52 @@ Total skills: 966 | `k8s-security-policies` | Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clust... | k8s, security, policies | k8s, security, policies, kubernetes, including, networkpolicy, podsecuritypolicy, rbac, grade, securing, clusters, implementing | | `laravel-expert` | Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and m... | laravel | laravel, senior, engineer, role, grade, maintainable, idiomatic, solutions, clean, architecture, security, performance | | `laravel-security-audit` | Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel sec... | laravel, security, audit | laravel, security, audit, auditor, applications, analyzes, code, vulnerabilities, misconfigurations, insecure, owasp, standards | +| `legal-advisor` | Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. | legal, advisor | legal, advisor, draft, privacy, policies, terms, disclaimers, notices, creates, gdpr, compliant, texts | | `linkerd-patterns` | Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies... | linkerd | linkerd, mesh, lightweight, security, deployments, setting, up, configuring, traffic, policies, implementing, zero | | `loki-mode` | Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security... | loki, mode | loki, mode, multi, agent, autonomous, startup, claude, code, triggers, orchestrates, 100, specialized | -| `malware-analyst` | | malware, analyst | malware, analyst | +| `m365-agents-dotnet` | Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-base... | m365, agents, dotnet | m365, agents, dotnet, microsoft, 365, sdk, net, multichannel, teams, copilot, studio, asp | +| `m365-agents-py` | Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming respon... | m365, agents, py | m365, agents, py, microsoft, 365, sdk, python, multichannel, teams, copilot, studio, aiohttp | +| `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` | | mobile, security, coder | mobile, security, coder | +| `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 | | `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 | | `nextjs-supabase-auth` | Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected ... | nextjs, supabase, auth | nextjs, supabase, auth, integration, next, js, app, router, authentication, login, middleware, protected | | `nodejs-best-practices` | Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying. | nodejs, best, practices | nodejs, best, practices, node, js, development, principles, decision, making, framework, selection, async | | `notebooklm` | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automati... | notebooklm | notebooklm, skill, query, google, notebooks, directly, claude, code, source, grounded, citation, backed | +| `observability-engineer` | Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response... | observability | observability, engineer, monitoring, logging, tracing, implements, sli, slo, incident, response | | `openapi-spec-generation` | Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs... | openapi, spec, generation | openapi, spec, generation, generate, maintain, specifications, code, first, specs, validation, creating, api | +| `payment-integration` | Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing paym... | payment, integration | payment, integration, integrate, stripe, paypal, processors, checkout, flows, subscriptions, webhooks, pci, compliance | | `pci-compliance` | Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI c... | pci, compliance | pci, compliance, dss, requirements, secure, handling, payment, card, data, securing, processing, achieving | | `pentest-checklist` | This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "defi... | pentest, checklist | pentest, checklist, skill, should, used, user, asks, plan, penetration, test, security, assessment | | `plaid-fintech` | Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handlin... | plaid, fintech | plaid, fintech, api, integration, including, link, token, flows, transactions, sync, identity, verification | | `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 | +| `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 | | `research-engineer` | An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctnes... | research | research, engineer, uncompromising, academic, operates, absolute, scientific, rigor, objective, criticism, zero, flair | -| `risk-manager` | | risk, manager | risk, manager | +| `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 | | `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 | | `secrets-management` | Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentia... | secrets | secrets, secure, ci, cd, pipelines, vault, aws, manager, native, platform, solutions, handling | | `security-audit` | Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening. | security, audit | security, audit, auditing, covering, web, application, testing, api, penetration, vulnerability, scanning, hardening | -| `security-auditor` | | security, auditor | security, auditor | +| `security-auditor` | Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. | security, auditor | security, auditor, specializing, devsecops, cybersecurity, compliance, frameworks | | `security-bluebook-builder` | Build security Blue Books for sensitive apps | security, bluebook, builder | security, bluebook, builder, blue, books, sensitive, apps | | `security-compliance-compliance-check` | You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. ... | security, compliance, check | security, compliance, check, specializing, regulatory, requirements, software, including, gdpr, hipaa, soc2, pci | | `security-requirement-extraction` | Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stori... | security, requirement, extraction | security, requirement, extraction, derive, requirements, threat, models, business, context, translating, threats, actionable | | `security-scanning-security-dependencies` | You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across eco... | security, scanning, dependencies | security, scanning, dependencies, specializing, dependency, vulnerability, analysis, sbom, generation, supply, chain, scan | | `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` | | security, scanning, sast | security, scanning, sast | +| `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/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 | | `security/aws-security-audit` | Comprehensive AWS security posture assessment using AWS CLI and security best practices | [aws, security, audit, compliance, kiro-cli, security-assessment] | [aws, security, audit, compliance, kiro-cli, security-assessment], aws, posture, assessment, cli | +| `seo-authority-builder` | Analyzes content for E-E-A-T signals and suggests improvements to +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 | | `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 | @@ -878,6 +893,7 @@ Total skills: 966 | `threat-mitigation-mapping` | Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validatin... | threat, mitigation, mapping | threat, mitigation, mapping, map, identified, threats, appropriate, security, controls, mitigations, prioritizing, investments | | `threat-modeling-expert` | Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement ext... | threat, modeling | threat, modeling, methodologies, security, architecture, review, risk, assessment, masters, stride, pasta, attack | | `top-web-vulnerabilities` | This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability catego... | top, web, vulnerabilities | top, web, vulnerabilities, skill, should, used, user, asks, identify, application, explain, common | +| `ui-visual-validator` | Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. | ui, visual, validator | ui, visual, validator, rigorous, validation, specializing, testing, compliance, accessibility, verification | | `varlock-claude-skill` | Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits | varlock, claude, skill | varlock, claude, skill, secure, environment, variable, ensuring, secrets, never, exposed, sessions, terminals | | `vulnerability-scanner` | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | vulnerability, scanner | vulnerability, scanner, analysis, principles, owasp, 2025, supply, chain, security, attack, surface, mapping | | `web-design-guidelines` | Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"ch... | web, guidelines | web, guidelines, review, ui, code, interface, compliance, asked, my, check, accessibility, audit | @@ -887,7 +903,7 @@ Total skills: 966 | `wordpress` | Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening. | wordpress | wordpress, complete, development, covering, theme, plugin, creation, woocommerce, integration, performance, optimization, security | | `wordpress-plugin-development` | WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, and security best practices. | wordpress, plugin | wordpress, plugin, development, covering, architecture, hooks, admin, interfaces, rest, api, security | -## testing (31) +## testing (32) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -895,6 +911,8 @@ Total skills: 966 | `circleci-automation` | Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first f... | circleci | circleci, automation, automate, tasks, via, rube, mcp, composio, trigger, pipelines, monitor, jobs | | `conductor-implement` | Execute tasks from a track's implementation plan following TDD workflow | conductor, implement | conductor, implement, execute, tasks, track, plan, following, tdd | | `conductor-revert` | Git-aware undo by logical work unit (track, phase, or task) | conductor, revert | conductor, revert, git, aware, undo, logical, work, unit, track, phase, task | +| `debugger` | Debugging specialist for errors, test failures, and unexpected +behavior. Use proactively when encountering any issues. | debugger | debugger, debugging, errors, test, failures, unexpected, behavior, proactively, encountering, any, issues | | `dependency-upgrade` | Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updat... | dependency, upgrade | dependency, upgrade, major, version, upgrades, compatibility, analysis, staged, rollout, testing, upgrading, framework | | `file-path-traversal` | This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web a... | file, path, traversal | file, path, traversal, skill, should, used, user, asks, test, directory, exploit, vulnerabilities | | `html-injection-testing` | This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applic... | html, injection | html, injection, testing, skill, should, used, user, asks, test, inject, web, pages | @@ -906,14 +924,14 @@ Total skills: 966 | `screen-reader-testing` | Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issue... | screen, reader | screen, reader, testing, test, web, applications, readers, including, voiceover, nvda, jaws, validating | | `smtp-penetration-testing` | This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners"... | smtp, penetration | smtp, penetration, testing, skill, should, used, user, asks, perform, enumerate, email, users | | `ssh-penetration-testing` | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabi... | ssh, penetration | ssh, penetration, testing, skill, should, used, user, asks, pentest, enumerate, configurations, brute | +| `startup-metrics-framework` | This skill should be used when the user asks about \\\"key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", ... | startup, metrics, framework | startup, metrics, framework, skill, should, used, user, asks, about, key, saas, cac | | `systematic-debugging` | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | systematic, debugging | systematic, debugging, encountering, any, bug, test, failure, unexpected, behavior, before, proposing, fixes | -| `tdd-orchestrator` | | tdd, orchestrator | tdd, orchestrator | +| `tdd-orchestrator` | Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. | tdd, orchestrator | tdd, orchestrator, specializing, red, green, refactor, discipline, multi, agent, coordination, test, driven | | `tdd-workflow` | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | tdd | tdd, test, driven, development, principles, red, green, refactor, cycle | | `tdd-workflows-tdd-cycle` | Use when working with tdd workflows tdd cycle | tdd, cycle | tdd, cycle, working | | `tdd-workflows-tdd-green` | Implement the minimal code needed to make failing tests pass in the TDD green phase. | tdd, green | tdd, green, minimal, code, needed, failing, tests, pass, phase | | `tdd-workflows-tdd-red` | Generate failing tests for the TDD red phase to define expected behavior and edge cases. | tdd, red | tdd, red, generate, failing, tests, phase, define, expected, behavior, edge, cases | | `tdd-workflows-tdd-refactor` | Use when working with tdd workflows tdd refactor | tdd, refactor | tdd, refactor, working | -| `test-automator` | | automator | automator, test | | `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-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 | @@ -948,9 +966,10 @@ Total skills: 966 | `coda-automation` | Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current s... | coda | coda, automation, automate, tasks, via, rube, mcp, composio, docs, pages, tables, rows | | `conductor-manage` | Manage track lifecycle: archive, restore, delete, rename, and cleanup | conductor, manage | conductor, manage, track, lifecycle, archive, restore, delete, rename, cleanup | | `conductor-new-track` | Create a new track with specification and phased implementation plan | conductor, new, track | conductor, new, track, specification, phased, plan | -| `conductor-setup` | | conductor, setup | conductor, setup | | `conductor-status` | Display project status, active tracks, and next actions | conductor, status | conductor, status, display, active, tracks, next, actions | -| `conductor-validator` | | conductor, validator | conductor, validator | +| `conductor-validator` | Validates Conductor project artifacts for completeness, +consistency, and correctness. Use after setup, when diagnosing issues, or +before implementation to ve... | conductor, validator | conductor, validator, validates, artifacts, completeness, consistency, correctness, after, setup, diagnosing, issues, before | | `confluence-automation` | Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for ... | confluence | confluence, automation, automate, page, creation, content, search, space, labels, hierarchy, navigation, via | | `convertkit-automation` | Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current sch... | convertkit | convertkit, automation, automate, kit, tasks, via, rube, mcp, composio, subscribers, tags, broadcasts | | `crewai` | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definiti... | crewai | crewai, leading, role, multi, agent, framework, used, 60, fortune, 500, companies, covers | @@ -1005,6 +1024,7 @@ Total skills: 966 | `telegram-automation` | Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for ... | telegram | telegram, automation, automate, tasks, via, rube, mcp, composio, send, messages, chats, share | | `tiktok-automation` | Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first fo... | tiktok | tiktok, automation, automate, tasks, via, rube, mcp, composio, upload, publish, videos, post | | `todoist-automation` | Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas. | todoist | todoist, automation, automate, task, sections, filtering, bulk, operations, via, rube, mcp, composio | +| `track-management` | Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan... | track | track, skill, creating, managing, working, conductor, tracks, logical, work, units, features, bugs | | `trello-automation` | Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically. | trello | trello, automation, automate, boards, cards, via, rube, mcp, composio, lists, assign, members | | `twitter-automation` | Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas. | twitter | twitter, automation, automate, tasks, via, rube, mcp, composio, posts, search, users, bookmarks | | `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 | diff --git a/README.md b/README.md index 775c60cc..3ae26f0e 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ -# 🌌 Antigravity Awesome Skills: 966+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More +# 🌌 Antigravity Awesome Skills: 968+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More -> **The Ultimate Collection of 966+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode, AdaL** +> **The Ultimate Collection of 968+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode, AdaL** [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Claude Code](https://img.shields.io/badge/Claude%20Code-Anthropic-purple)](https://claude.ai) @@ -42,7 +42,7 @@ This repository provides essential skills to transform your AI assistant into a - [🎁 Curated Collections (Bundles)](#curated-collections) - [🧭 Antigravity Workflows](#antigravity-workflows) - [📦 Features & Categories](#features--categories) -- [📚 Browse 966+ Skills](#browse-966-skills) +- [📚 Browse 968+ Skills](#browse-968-skills) - [🤝 How to Contribute](#how-to-contribute) - [💬 Community](#community) - [☕ Support the Project](#support-the-project) @@ -341,7 +341,7 @@ The repository is organized into specialized domains to transform your AI into a Counts change as new skills are added. For the current full registry, see [CATALOG.md](CATALOG.md). -## Browse 966+ Skills +## Browse 968+ Skills We have moved the full skill registry to a dedicated catalog to keep this README clean, and we've also introduced an interactive **Web App**! diff --git a/data/catalog.json b/data/catalog.json index 618cc018..61fd8de0 100644 --- a/data/catalog.json +++ b/data/catalog.json @@ -1,6 +1,6 @@ { "generatedAt": "2026-02-08T00:00:00.000Z", - "total": 966, + "total": 968, "skills": [ { "id": "00-andruia-consultant", @@ -28,6 +28,33 @@ ], "path": "skills/00-andruia-consultant/SKILL.md" }, + { + "id": "10-andruia-skill-smith", + "name": "10-andruia-skill-smith", + "description": "Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.", + "category": "general", + "tags": [ + "10", + "andruia", + "skill", + "smith" + ], + "triggers": [ + "10", + "andruia", + "skill", + "smith", + "ingeniero", + "de", + "sistemas", + "andru", + "ia", + "dise", + "redacta", + "despliega" + ], + "path": "skills/10-andruia-skill-smith/SKILL.md" + }, { "id": "20-andruia-niche-intelligence", "name": "20-andruia-niche-intelligence", @@ -511,14 +538,24 @@ { "id": "ai-engineer", "name": "ai-engineer", - "description": "", + "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.", "category": "data-ai", "tags": [ "ai" ], "triggers": [ "ai", - "engineer" + "engineer", + "llm", + "applications", + "rag", + "intelligent", + "agents", + "implements", + "vector", + "search", + "multimodal", + "agent" ], "path": "skills/ai-engineer/SKILL.md" }, @@ -550,7 +587,7 @@ { "id": "ai-product", "name": "ai-product", - "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...", + "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...", "category": "data-ai", "tags": [ "ai", @@ -722,7 +759,7 @@ { "id": "analytics-tracking", "name": "analytics-tracking", - "description": "", + "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.", "category": "data-ai", "tags": [ "analytics", @@ -730,7 +767,13 @@ ], "triggers": [ "analytics", - "tracking" + "tracking", + "audit", + "improve", + "produce", + "reliable", + "decision", + "data" ], "path": "skills/analytics-tracking/SKILL.md" }, @@ -782,13 +825,24 @@ { "id": "angular", "name": "angular", - "description": "", - "category": "general", + "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.", + "category": "architecture", "tags": [ "angular" ], "triggers": [ - "angular" + "angular", + "v20", + "deep", + "knowledge", + "signals", + "standalone", + "components", + "zoneless", + "applications", + "ssr", + "hydration", + "reactive" ], "path": "skills/angular/SKILL.md" }, @@ -1018,15 +1072,25 @@ { "id": "api-documenter", "name": "api-documenter", - "description": "", - "category": "development", + "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.", + "category": "data-ai", "tags": [ "api", "documenter" ], "triggers": [ "api", - "documenter" + "documenter", + "documentation", + "openapi", + "ai", + "powered", + "developer", + "experience", + "interactive", + "docs", + "generate", + "sdks" ], "path": "skills/api-documenter/SKILL.md" }, @@ -1684,7 +1748,7 @@ { "id": "arm-cortex-expert", "name": "arm-cortex-expert", - "description": "", + "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).", "category": "general", "tags": [ "arm", @@ -1692,7 +1756,17 @@ ], "triggers": [ "arm", - "cortex" + "cortex", + "senior", + "embedded", + "software", + "engineer", + "specializing", + "firmware", + "driver", + "development", + "microcontrollers", + "teensy" ], "path": "skills/arm-cortex-expert/SKILL.md" }, @@ -2111,7 +2185,7 @@ { "id": "azure-ai-agents-persistent-dotnet", "name": "azure-ai-agents-persistent-dotnet", - "description": "", + "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.", "category": "data-ai", "tags": [ "azure", @@ -2125,14 +2199,21 @@ "ai", "agents", "persistent", - "dotnet" + "dotnet", + "sdk", + "net", + "low", + "level", + "creating", + "managing", + "threads" ], "path": "skills/azure-ai-agents-persistent-dotnet/SKILL.md" }, { "id": "azure-ai-agents-persistent-java", "name": "azure-ai-agents-persistent-java", - "description": "", + "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.", "category": "data-ai", "tags": [ "azure", @@ -2146,7 +2227,14 @@ "ai", "agents", "persistent", - "java" + "java", + "sdk", + "low", + "level", + "creating", + "managing", + "threads", + "messages" ], "path": "skills/azure-ai-agents-persistent-java/SKILL.md" }, @@ -2207,7 +2295,7 @@ { "id": "azure-ai-contentsafety-py", "name": "azure-ai-contentsafety-py", - "description": "", + "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.", "category": "data-ai", "tags": [ "azure", @@ -2219,7 +2307,15 @@ "azure", "ai", "contentsafety", - "py" + "py", + "content", + "safety", + "sdk", + "python", + "detecting", + "harmful", + "text", + "images" ], "path": "skills/azure-ai-contentsafety-py/SKILL.md" }, @@ -2253,7 +2349,7 @@ { "id": "azure-ai-contentunderstanding-py", "name": "azure-ai-contentunderstanding-py", - "description": "", + "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.", "category": "data-ai", "tags": [ "azure", @@ -2265,14 +2361,22 @@ "azure", "ai", "contentunderstanding", - "py" + "py", + "content", + "understanding", + "sdk", + "python", + "multimodal", + "extraction", + "documents", + "images" ], "path": "skills/azure-ai-contentunderstanding-py/SKILL.md" }, { "id": "azure-ai-document-intelligence-dotnet", "name": "azure-ai-document-intelligence-dotnet", - "description": "", + "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.", "category": "data-ai", "tags": [ "azure", @@ -2286,7 +2390,14 @@ "ai", "document", "intelligence", - "dotnet" + "dotnet", + "sdk", + "net", + "extract", + "text", + "tables", + "structured", + "data" ], "path": "skills/azure-ai-document-intelligence-dotnet/SKILL.md" }, @@ -2348,7 +2459,7 @@ { "id": "azure-ai-ml-py", "name": "azure-ai-ml-py", - "description": "", + "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.", "category": "data-ai", "tags": [ "azure", @@ -2360,14 +2471,22 @@ "azure", "ai", "ml", - "py" + "py", + "machine", + "learning", + "sdk", + "v2", + "python", + "workspaces", + "jobs", + "models" ], "path": "skills/azure-ai-ml-py/SKILL.md" }, { "id": "azure-ai-openai-dotnet", "name": "azure-ai-openai-dotnet", - "description": "", + "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.", "category": "data-ai", "tags": [ "azure", @@ -2379,14 +2498,22 @@ "azure", "ai", "openai", - "dotnet" + "dotnet", + "sdk", + "net", + "client", + "library", + "chat", + "completions", + "embeddings", + "image" ], "path": "skills/azure-ai-openai-dotnet/SKILL.md" }, { "id": "azure-ai-projects-dotnet", "name": "azure-ai-projects-dotnet", - "description": "", + "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.", "category": "data-ai", "tags": [ "azure", @@ -2396,14 +2523,23 @@ "triggers": [ "azure", "ai", - "dotnet" + "dotnet", + "sdk", + "net", + "high", + "level", + "client", + "foundry", + "including", + "agents", + "connections" ], "path": "skills/azure-ai-projects-dotnet/SKILL.md" }, { "id": "azure-ai-projects-java", "name": "azure-ai-projects-java", - "description": "", + "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.", "category": "data-ai", "tags": [ "azure", @@ -2413,7 +2549,16 @@ "triggers": [ "azure", "ai", - "java" + "java", + "sdk", + "high", + "level", + "foundry", + "including", + "connections", + "datasets", + "indexes", + "evaluations" ], "path": "skills/azure-ai-projects-java/SKILL.md" }, @@ -2472,7 +2617,7 @@ { "id": "azure-ai-textanalytics-py", "name": "azure-ai-textanalytics-py", - "description": "", + "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.", "category": "data-ai", "tags": [ "azure", @@ -2484,14 +2629,22 @@ "azure", "ai", "textanalytics", - "py" + "py", + "text", + "analytics", + "sdk", + "sentiment", + "analysis", + "entity", + "recognition", + "key" ], "path": "skills/azure-ai-textanalytics-py/SKILL.md" }, { "id": "azure-ai-transcription-py", "name": "azure-ai-transcription-py", - "description": "", + "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.", "category": "data-ai", "tags": [ "azure", @@ -2503,14 +2656,22 @@ "azure", "ai", "transcription", - "py" + "py", + "sdk", + "python", + "real", + "time", + "batch", + "speech", + "text", + "timestamps" ], "path": "skills/azure-ai-transcription-py/SKILL.md" }, { "id": "azure-ai-translation-document-py", "name": "azure-ai-translation-document-py", - "description": "", + "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.", "category": "data-ai", "tags": [ "azure", @@ -2524,14 +2685,21 @@ "ai", "translation", "document", - "py" + "py", + "sdk", + "batch", + "documents", + "format", + "preservation", + "translating", + "word" ], "path": "skills/azure-ai-translation-document-py/SKILL.md" }, { "id": "azure-ai-translation-text-py", "name": "azure-ai-translation-text-py", - "description": "", + "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.", "category": "data-ai", "tags": [ "azure", @@ -2545,7 +2713,14 @@ "ai", "translation", "text", - "py" + "py", + "sdk", + "real", + "time", + "transliteration", + "language", + "detection", + "dictionary" ], "path": "skills/azure-ai-translation-text-py/SKILL.md" }, @@ -2607,7 +2782,7 @@ { "id": "azure-ai-vision-imageanalysis-py", "name": "azure-ai-vision-imageanalysis-py", - "description": "", + "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.", "category": "data-ai", "tags": [ "azure", @@ -2621,14 +2796,21 @@ "ai", "vision", "imageanalysis", - "py" + "py", + "image", + "analysis", + "sdk", + "captions", + "tags", + "objects", + "ocr" ], "path": "skills/azure-ai-vision-imageanalysis-py/SKILL.md" }, { "id": "azure-ai-voicelive-dotnet", "name": "azure-ai-voicelive-dotnet", - "description": "", + "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.", "category": "data-ai", "tags": [ "azure", @@ -2640,14 +2822,22 @@ "azure", "ai", "voicelive", - "dotnet" + "dotnet", + "voice", + "live", + "sdk", + "net", + "real", + "time", + "applications", + "bidirectional" ], "path": "skills/azure-ai-voicelive-dotnet/SKILL.md" }, { "id": "azure-ai-voicelive-java", "name": "azure-ai-voicelive-java", - "description": "", + "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.", "category": "data-ai", "tags": [ "azure", @@ -2659,7 +2849,15 @@ "azure", "ai", "voicelive", - "java" + "java", + "sdk", + "real", + "time", + "bidirectional", + "voice", + "conversations", + "assistants", + "websocket" ], "path": "skills/azure-ai-voicelive-java/SKILL.md" }, @@ -2693,7 +2891,7 @@ { "id": "azure-ai-voicelive-ts", "name": "azure-ai-voicelive-ts", - "description": "", + "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.", "category": "data-ai", "tags": [ "azure", @@ -2705,14 +2903,22 @@ "azure", "ai", "voicelive", - "ts" + "ts", + "voice", + "live", + "sdk", + "javascript", + "typescript", + "real", + "time", + "applications" ], "path": "skills/azure-ai-voicelive-ts/SKILL.md" }, { "id": "azure-appconfiguration-java", "name": "azure-appconfiguration-java", - "description": "", + "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.", "category": "development", "tags": [ "azure", @@ -2722,15 +2928,24 @@ "triggers": [ "azure", "appconfiguration", - "java" + "java", + "app", + "configuration", + "sdk", + "centralized", + "application", + "key", + "value", + "settings", + "feature" ], "path": "skills/azure-appconfiguration-java/SKILL.md" }, { "id": "azure-appconfiguration-py", "name": "azure-appconfiguration-py", - "description": "", - "category": "general", + "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.", + "category": "development", "tags": [ "azure", "appconfiguration", @@ -2739,7 +2954,16 @@ "triggers": [ "azure", "appconfiguration", - "py" + "py", + "app", + "configuration", + "sdk", + "python", + "centralized", + "feature", + "flags", + "dynamic", + "settings" ], "path": "skills/azure-appconfiguration-py/SKILL.md" }, @@ -2907,7 +3131,7 @@ { "id": "azure-compute-batch-java", "name": "azure-compute-batch-java", - "description": "", + "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.", "category": "development", "tags": [ "azure", @@ -2919,15 +3143,23 @@ "azure", "compute", "batch", - "java" + "java", + "sdk", + "run", + "large", + "scale", + "parallel", + "hpc", + "jobs", + "pools" ], "path": "skills/azure-compute-batch-java/SKILL.md" }, { "id": "azure-containerregistry-py", "name": "azure-containerregistry-py", - "description": "", - "category": "general", + "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.", + "category": "development", "tags": [ "azure", "containerregistry", @@ -2936,7 +3168,15 @@ "triggers": [ "azure", "containerregistry", - "py" + "py", + "container", + "registry", + "sdk", + "python", + "managing", + "images", + "artifacts", + "repositories" ], "path": "skills/azure-containerregistry-py/SKILL.md" }, @@ -2970,8 +3210,8 @@ { "id": "azure-cosmos-java", "name": "azure-cosmos-java", - "description": "", - "category": "development", + "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2980,15 +3220,24 @@ "triggers": [ "azure", "cosmos", - "java" + "java", + "db", + "sdk", + "nosql", + "database", + "operations", + "global", + "distribution", + "multi", + "model" ], "path": "skills/azure-cosmos-java/SKILL.md" }, { "id": "azure-cosmos-py", "name": "azure-cosmos-py", - "description": "", - "category": "general", + "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2997,15 +3246,24 @@ "triggers": [ "azure", "cosmos", - "py" + "py", + "db", + "sdk", + "python", + "nosql", + "api", + "document", + "crud", + "queries", + "containers" ], "path": "skills/azure-cosmos-py/SKILL.md" }, { "id": "azure-cosmos-rust", "name": "azure-cosmos-rust", - "description": "", - "category": "development", + "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -3014,15 +3272,24 @@ "triggers": [ "azure", "cosmos", - "rust" + "rust", + "db", + "sdk", + "nosql", + "api", + "document", + "crud", + "queries", + "containers", + "globally" ], "path": "skills/azure-cosmos-rust/SKILL.md" }, { "id": "azure-cosmos-ts", "name": "azure-cosmos-ts", - "description": "", - "category": "general", + "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -3031,7 +3298,16 @@ "triggers": [ "azure", "cosmos", - "ts" + "ts", + "db", + "javascript", + "typescript", + "sdk", + "data", + "plane", + "operations", + "crud", + "documents" ], "path": "skills/azure-cosmos-ts/SKILL.md" }, @@ -3065,7 +3341,7 @@ { "id": "azure-data-tables-py", "name": "azure-data-tables-py", - "description": "", + "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.", "category": "data-ai", "tags": [ "azure", @@ -3077,14 +3353,22 @@ "azure", "data", "tables", - "py" + "py", + "sdk", + "python", + "storage", + "cosmos", + "db", + "nosql", + "key", + "value" ], "path": "skills/azure-data-tables-py/SKILL.md" }, { "id": "azure-eventgrid-dotnet", "name": "azure-eventgrid-dotnet", - "description": "", + "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.", "category": "development", "tags": [ "azure", @@ -3094,7 +3378,16 @@ "triggers": [ "azure", "eventgrid", - "dotnet" + "dotnet", + "event", + "grid", + "sdk", + "net", + "client", + "library", + "publishing", + "consuming", + "events" ], "path": "skills/azure-eventgrid-dotnet/SKILL.md" }, @@ -3127,8 +3420,8 @@ { "id": "azure-eventgrid-py", "name": "azure-eventgrid-py", - "description": "", - "category": "general", + "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.", + "category": "development", "tags": [ "azure", "eventgrid", @@ -3137,14 +3430,23 @@ "triggers": [ "azure", "eventgrid", - "py" + "py", + "event", + "grid", + "sdk", + "python", + "publishing", + "events", + "handling", + "cloudevents", + "driven" ], "path": "skills/azure-eventgrid-py/SKILL.md" }, { "id": "azure-eventhub-dotnet", "name": "azure-eventhub-dotnet", - "description": "", + "description": "Azure Event Hubs SDK for .NET.", "category": "development", "tags": [ "azure", @@ -3154,7 +3456,11 @@ "triggers": [ "azure", "eventhub", - "dotnet" + "dotnet", + "event", + "hubs", + "sdk", + "net" ], "path": "skills/azure-eventhub-dotnet/SKILL.md" }, @@ -3187,8 +3493,8 @@ { "id": "azure-eventhub-py", "name": "azure-eventhub-py", - "description": "", - "category": "general", + "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.", + "category": "development", "tags": [ "azure", "eventhub", @@ -3197,15 +3503,24 @@ "triggers": [ "azure", "eventhub", - "py" + "py", + "event", + "hubs", + "sdk", + "python", + "streaming", + "high", + "throughput", + "ingestion", + "producers" ], "path": "skills/azure-eventhub-py/SKILL.md" }, { "id": "azure-eventhub-rust", "name": "azure-eventhub-rust", - "description": "", - "category": "development", + "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.", + "category": "data-ai", "tags": [ "azure", "eventhub", @@ -3214,7 +3529,16 @@ "triggers": [ "azure", "eventhub", - "rust" + "rust", + "event", + "hubs", + "sdk", + "sending", + "receiving", + "events", + "streaming", + "data", + "ingestion" ], "path": "skills/azure-eventhub-rust/SKILL.md" }, @@ -3272,8 +3596,8 @@ { "id": "azure-identity-dotnet", "name": "azure-identity-dotnet", - "description": "", - "category": "development", + "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.", + "category": "infrastructure", "tags": [ "azure", "identity", @@ -3282,7 +3606,16 @@ "triggers": [ "azure", "identity", - "dotnet" + "dotnet", + "sdk", + "net", + "authentication", + "library", + "clients", + "microsoft", + "entra", + "id", + "defaultazurecredential" ], "path": "skills/azure-identity-dotnet/SKILL.md" }, @@ -3314,8 +3647,8 @@ { "id": "azure-identity-py", "name": "azure-identity-py", - "description": "", - "category": "general", + "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.", + "category": "infrastructure", "tags": [ "azure", "identity", @@ -3324,14 +3657,22 @@ "triggers": [ "azure", "identity", - "py" + "py", + "sdk", + "python", + "authentication", + "defaultazurecredential", + "managed", + "principals", + "token", + "caching" ], "path": "skills/azure-identity-py/SKILL.md" }, { "id": "azure-identity-rust", "name": "azure-identity-rust", - "description": "", + "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.", "category": "development", "tags": [ "azure", @@ -3341,7 +3682,13 @@ "triggers": [ "azure", "identity", - "rust" + "rust", + "sdk", + "authentication", + "developertoolscredential", + "managedidentitycredential", + "clientsecretcredential", + "token" ], "path": "skills/azure-identity-rust/SKILL.md" }, @@ -3373,7 +3720,7 @@ { "id": "azure-keyvault-certificates-rust", "name": "azure-keyvault-certificates-rust", - "description": "", + "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.", "category": "development", "tags": [ "azure", @@ -3385,14 +3732,20 @@ "azure", "keyvault", "certificates", - "rust" + "rust", + "key", + "vault", + "sdk", + "creating", + "importing", + "managing" ], "path": "skills/azure-keyvault-certificates-rust/SKILL.md" }, { "id": "azure-keyvault-keys-rust", "name": "azure-keyvault-keys-rust", - "description": "", + "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".", "category": "development", "tags": [ "azure", @@ -3404,7 +3757,15 @@ "azure", "keyvault", "keys", - "rust" + "rust", + "key", + "vault", + "sdk", + "creating", + "managing", + "cryptographic", + "triggers", + "keyclient" ], "path": "skills/azure-keyvault-keys-rust/SKILL.md" }, @@ -3438,8 +3799,8 @@ { "id": "azure-keyvault-py", "name": "azure-keyvault-py", - "description": "", - "category": "general", + "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.", + "category": "security", "tags": [ "azure", "keyvault", @@ -3448,14 +3809,23 @@ "triggers": [ "azure", "keyvault", - "py" + "py", + "key", + "vault", + "sdk", + "python", + "secrets", + "keys", + "certificates", + "secure", + "storage" ], "path": "skills/azure-keyvault-py/SKILL.md" }, { "id": "azure-keyvault-secrets-rust", "name": "azure-keyvault-secrets-rust", - "description": "", + "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".", "category": "security", "tags": [ "azure", @@ -3467,7 +3837,15 @@ "azure", "keyvault", "secrets", - "rust" + "rust", + "key", + "vault", + "sdk", + "storing", + "retrieving", + "passwords", + "api", + "keys" ], "path": "skills/azure-keyvault-secrets-rust/SKILL.md" }, @@ -3501,8 +3879,8 @@ { "id": "azure-maps-search-dotnet", "name": "azure-maps-search-dotnet", - "description": "", - "category": "development", + "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.", + "category": "data-ai", "tags": [ "azure", "maps", @@ -3513,7 +3891,15 @@ "azure", "maps", "search", - "dotnet" + "dotnet", + "sdk", + "net", + "location", + "including", + "geocoding", + "routing", + "rendering", + "geolocation" ], "path": "skills/azure-maps-search-dotnet/SKILL.md" }, @@ -3547,8 +3933,8 @@ { "id": "azure-messaging-webpubsubservice-py", "name": "azure-messaging-webpubsubservice-py", - "description": "", - "category": "general", + "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.", + "category": "infrastructure", "tags": [ "azure", "messaging", @@ -3559,14 +3945,22 @@ "azure", "messaging", "webpubsubservice", - "py" + "py", + "web", + "pubsub", + "sdk", + "python", + "real", + "time", + "websocket", + "connections" ], "path": "skills/azure-messaging-webpubsubservice-py/SKILL.md" }, { "id": "azure-mgmt-apicenter-dotnet", "name": "azure-mgmt-apicenter-dotnet", - "description": "", + "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.", "category": "development", "tags": [ "azure", @@ -3578,15 +3972,23 @@ "azure", "mgmt", "apicenter", - "dotnet" + "dotnet", + "api", + "center", + "sdk", + "net", + "centralized", + "inventory", + "governance", + "versioning" ], "path": "skills/azure-mgmt-apicenter-dotnet/SKILL.md" }, { "id": "azure-mgmt-apicenter-py", "name": "azure-mgmt-apicenter-py", - "description": "", - "category": "general", + "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.", + "category": "development", "tags": [ "azure", "mgmt", @@ -3597,14 +3999,22 @@ "azure", "mgmt", "apicenter", - "py" + "py", + "api", + "center", + "sdk", + "python", + "managing", + "inventory", + "metadata", + "governance" ], "path": "skills/azure-mgmt-apicenter-py/SKILL.md" }, { "id": "azure-mgmt-apimanagement-dotnet", "name": "azure-mgmt-apimanagement-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for API Management in .NET.", "category": "development", "tags": [ "azure", @@ -3616,15 +4026,20 @@ "azure", "mgmt", "apimanagement", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "api", + "net" ], "path": "skills/azure-mgmt-apimanagement-dotnet/SKILL.md" }, { "id": "azure-mgmt-apimanagement-py", "name": "azure-mgmt-apimanagement-py", - "description": "", - "category": "general", + "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.", + "category": "development", "tags": [ "azure", "mgmt", @@ -3635,15 +4050,23 @@ "azure", "mgmt", "apimanagement", - "py" + "py", + "api", + "sdk", + "python", + "managing", + "apim", + "apis", + "products", + "subscriptions" ], "path": "skills/azure-mgmt-apimanagement-py/SKILL.md" }, { "id": "azure-mgmt-applicationinsights-dotnet", "name": "azure-mgmt-applicationinsights-dotnet", - "description": "", - "category": "development", + "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3654,15 +4077,23 @@ "azure", "mgmt", "applicationinsights", - "dotnet" + "dotnet", + "application", + "insights", + "sdk", + "net", + "performance", + "monitoring", + "observability", + "resource" ], "path": "skills/azure-mgmt-applicationinsights-dotnet/SKILL.md" }, { "id": "azure-mgmt-arizeaiobservabilityeval-dotnet", "name": "azure-mgmt-arizeaiobservabilityeval-dotnet", - "description": "", - "category": "development", + "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3673,15 +4104,23 @@ "azure", "mgmt", "arizeaiobservabilityeval", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "arize", + "ai", + "observability", + "evaluation", + "net" ], "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md" }, { "id": "azure-mgmt-botservice-dotnet", "name": "azure-mgmt-botservice-dotnet", - "description": "", - "category": "development", + "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3692,15 +4131,23 @@ "azure", "mgmt", "botservice", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "bot", + "net", + "plane", + "operations", + "creating" ], "path": "skills/azure-mgmt-botservice-dotnet/SKILL.md" }, { "id": "azure-mgmt-botservice-py", "name": "azure-mgmt-botservice-py", - "description": "", - "category": "general", + "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3711,14 +4158,21 @@ "azure", "mgmt", "botservice", - "py" + "py", + "bot", + "sdk", + "python", + "creating", + "managing", + "configuring", + "resources" ], "path": "skills/azure-mgmt-botservice-py/SKILL.md" }, { "id": "azure-mgmt-fabric-dotnet", "name": "azure-mgmt-fabric-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for Fabric in .NET.", "category": "development", "tags": [ "azure", @@ -3730,15 +4184,19 @@ "azure", "mgmt", "fabric", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "net" ], "path": "skills/azure-mgmt-fabric-dotnet/SKILL.md" }, { "id": "azure-mgmt-fabric-py", "name": "azure-mgmt-fabric-py", - "description": "", - "category": "general", + "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.", + "category": "development", "tags": [ "azure", "mgmt", @@ -3749,7 +4207,13 @@ "azure", "mgmt", "fabric", - "py" + "py", + "sdk", + "python", + "managing", + "microsoft", + "capacities", + "resources" ], "path": "skills/azure-mgmt-fabric-py/SKILL.md" }, @@ -3783,8 +4247,8 @@ { "id": "azure-mgmt-weightsandbiases-dotnet", "name": "azure-mgmt-weightsandbiases-dotnet", - "description": "", - "category": "development", + "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3795,7 +4259,15 @@ "azure", "mgmt", "weightsandbiases", - "dotnet" + "dotnet", + "weights", + "biases", + "sdk", + "net", + "ml", + "experiment", + "tracking", + "model" ], "path": "skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md" }, @@ -3829,8 +4301,8 @@ { "id": "azure-monitor-ingestion-java", "name": "azure-monitor-ingestion-java", - "description": "", - "category": "development", + "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3841,15 +4313,23 @@ "azure", "monitor", "ingestion", - "java" + "java", + "sdk", + "send", + "custom", + "logs", + "via", + "data", + "collection", + "rules" ], "path": "skills/azure-monitor-ingestion-java/SKILL.md" }, { "id": "azure-monitor-ingestion-py", "name": "azure-monitor-ingestion-py", - "description": "", - "category": "general", + "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3860,14 +4340,22 @@ "azure", "monitor", "ingestion", - "py" + "py", + "sdk", + "python", + "sending", + "custom", + "logs", + "log", + "analytics", + "workspace" ], "path": "skills/azure-monitor-ingestion-py/SKILL.md" }, { "id": "azure-monitor-opentelemetry-exporter-java", "name": "azure-monitor-opentelemetry-exporter-java", - "description": "", + "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.", "category": "development", "tags": [ "azure", @@ -3881,15 +4369,21 @@ "monitor", "opentelemetry", "exporter", - "java" + "java", + "export", + "traces", + "metrics", + "logs", + "application", + "insights" ], "path": "skills/azure-monitor-opentelemetry-exporter-java/SKILL.md" }, { "id": "azure-monitor-opentelemetry-exporter-py", "name": "azure-monitor-opentelemetry-exporter-py", - "description": "", - "category": "general", + "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.", + "category": "development", "tags": [ "azure", "monitor", @@ -3902,15 +4396,21 @@ "monitor", "opentelemetry", "exporter", - "py" + "py", + "python", + "low", + "level", + "export", + "application", + "insights" ], "path": "skills/azure-monitor-opentelemetry-exporter-py/SKILL.md" }, { "id": "azure-monitor-opentelemetry-py", "name": "azure-monitor-opentelemetry-py", - "description": "", - "category": "general", + "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.", + "category": "development", "tags": [ "azure", "monitor", @@ -3921,7 +4421,15 @@ "azure", "monitor", "opentelemetry", - "py" + "py", + "distro", + "python", + "one", + "line", + "application", + "insights", + "setup", + "auto" ], "path": "skills/azure-monitor-opentelemetry-py/SKILL.md" }, @@ -3955,8 +4463,8 @@ { "id": "azure-monitor-query-java", "name": "azure-monitor-query-java", - "description": "", - "category": "development", + "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3967,15 +4475,23 @@ "azure", "monitor", "query", - "java" + "java", + "sdk", + "execute", + "kusto", + "queries", + "against", + "log", + "analytics", + "workspaces" ], "path": "skills/azure-monitor-query-java/SKILL.md" }, { "id": "azure-monitor-query-py", "name": "azure-monitor-query-py", - "description": "", - "category": "general", + "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3986,14 +4502,21 @@ "azure", "monitor", "query", - "py" + "py", + "sdk", + "python", + "querying", + "log", + "analytics", + "workspaces", + "metrics" ], "path": "skills/azure-monitor-query-py/SKILL.md" }, { "id": "azure-postgres-ts", "name": "azure-postgres-ts", - "description": "", + "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.", "category": "data-ai", "tags": [ "azure", @@ -4003,15 +4526,24 @@ "triggers": [ "azure", "postgres", - "ts" + "ts", + "connect", + "database", + "postgresql", + "flexible", + "server", + "node", + "js", + "typescript", + "pg" ], "path": "skills/azure-postgres-ts/SKILL.md" }, { "id": "azure-resource-manager-cosmosdb-dotnet", "name": "azure-resource-manager-cosmosdb-dotnet", - "description": "", - "category": "development", + "description": "Azure Resource Manager SDK for Cosmos DB in .NET.", + "category": "data-ai", "tags": [ "azure", "resource", @@ -4024,14 +4556,18 @@ "resource", "manager", "cosmosdb", - "dotnet" + "dotnet", + "sdk", + "cosmos", + "db", + "net" ], "path": "skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md" }, { "id": "azure-resource-manager-durabletask-dotnet", "name": "azure-resource-manager-durabletask-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.", "category": "development", "tags": [ "azure", @@ -4045,14 +4581,19 @@ "resource", "manager", "durabletask", - "dotnet" + "dotnet", + "sdk", + "durable", + "task", + "scheduler", + "net" ], "path": "skills/azure-resource-manager-durabletask-dotnet/SKILL.md" }, { "id": "azure-resource-manager-mysql-dotnet", "name": "azure-resource-manager-mysql-dotnet", - "description": "", + "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.", "category": "data-ai", "tags": [ "azure", @@ -4066,14 +4607,20 @@ "resource", "manager", "mysql", - "dotnet" + "dotnet", + "flexible", + "server", + "sdk", + "net", + "database", + "deployments" ], "path": "skills/azure-resource-manager-mysql-dotnet/SKILL.md" }, { "id": "azure-resource-manager-playwright-dotnet", "name": "azure-resource-manager-playwright-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.", "category": "development", "tags": [ "azure", @@ -4087,15 +4634,19 @@ "resource", "manager", "playwright", - "dotnet" + "dotnet", + "sdk", + "microsoft", + "testing", + "net" ], "path": "skills/azure-resource-manager-playwright-dotnet/SKILL.md" }, { "id": "azure-resource-manager-postgresql-dotnet", "name": "azure-resource-manager-postgresql-dotnet", - "description": "", - "category": "development", + "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.", + "category": "data-ai", "tags": [ "azure", "resource", @@ -4108,14 +4659,20 @@ "resource", "manager", "postgresql", - "dotnet" + "dotnet", + "flexible", + "server", + "sdk", + "net", + "database", + "deployments" ], "path": "skills/azure-resource-manager-postgresql-dotnet/SKILL.md" }, { "id": "azure-resource-manager-redis-dotnet", "name": "azure-resource-manager-redis-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for Redis in .NET.", "category": "development", "tags": [ "azure", @@ -4129,14 +4686,16 @@ "resource", "manager", "redis", - "dotnet" + "dotnet", + "sdk", + "net" ], "path": "skills/azure-resource-manager-redis-dotnet/SKILL.md" }, { "id": "azure-resource-manager-sql-dotnet", "name": "azure-resource-manager-sql-dotnet", - "description": "", + "description": "Azure Resource Manager SDK for Azure SQL in .NET.", "category": "data-ai", "tags": [ "azure", @@ -4150,15 +4709,17 @@ "resource", "manager", "sql", - "dotnet" + "dotnet", + "sdk", + "net" ], "path": "skills/azure-resource-manager-sql-dotnet/SKILL.md" }, { "id": "azure-search-documents-dotnet", "name": "azure-search-documents-dotnet", - "description": "", - "category": "development", + "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.", + "category": "data-ai", "tags": [ "azure", "search", @@ -4169,15 +4730,23 @@ "azure", "search", "documents", - "dotnet" + "dotnet", + "ai", + "sdk", + "net", + "building", + "applications", + "full", + "text", + "vector" ], "path": "skills/azure-search-documents-dotnet/SKILL.md" }, { "id": "azure-search-documents-py", "name": "azure-search-documents-py", - "description": "", - "category": "general", + "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.", + "category": "data-ai", "tags": [ "azure", "search", @@ -4188,7 +4757,15 @@ "azure", "search", "documents", - "py" + "py", + "ai", + "sdk", + "python", + "vector", + "hybrid", + "semantic", + "ranking", + "indexing" ], "path": "skills/azure-search-documents-py/SKILL.md" }, @@ -4222,7 +4799,7 @@ { "id": "azure-security-keyvault-keys-dotnet", "name": "azure-security-keyvault-keys-dotnet", - "description": "", + "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.", "category": "security", "tags": [ "azure", @@ -4236,7 +4813,14 @@ "security", "keyvault", "keys", - "dotnet" + "dotnet", + "key", + "vault", + "sdk", + "net", + "client", + "library", + "managing" ], "path": "skills/azure-security-keyvault-keys-dotnet/SKILL.md" }, @@ -4299,8 +4883,8 @@ { "id": "azure-servicebus-dotnet", "name": "azure-servicebus-dotnet", - "description": "", - "category": "development", + "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.", + "category": "infrastructure", "tags": [ "azure", "servicebus", @@ -4309,15 +4893,24 @@ "triggers": [ "azure", "servicebus", - "dotnet" + "dotnet", + "bus", + "sdk", + "net", + "enterprise", + "messaging", + "queues", + "topics", + "subscriptions", + "sessions" ], "path": "skills/azure-servicebus-dotnet/SKILL.md" }, { "id": "azure-servicebus-py", "name": "azure-servicebus-py", - "description": "", - "category": "general", + "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.", + "category": "infrastructure", "tags": [ "azure", "servicebus", @@ -4326,7 +4919,15 @@ "triggers": [ "azure", "servicebus", - "py" + "py", + "bus", + "sdk", + "python", + "messaging", + "queues", + "topics", + "subscriptions", + "enterprise" ], "path": "skills/azure-servicebus-py/SKILL.md" }, @@ -4359,8 +4960,8 @@ { "id": "azure-speech-to-text-rest-py", "name": "azure-speech-to-text-rest-py", - "description": "", - "category": "general", + "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.", + "category": "development", "tags": [ "azure", "speech", @@ -4375,7 +4976,13 @@ "to", "text", "rest", - "py" + "py", + "api", + "short", + "audio", + "python", + "simple", + "recognition" ], "path": "skills/azure-speech-to-text-rest-py/SKILL.md" }, @@ -4409,8 +5016,8 @@ { "id": "azure-storage-blob-py", "name": "azure-storage-blob-py", - "description": "", - "category": "general", + "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.", + "category": "development", "tags": [ "azure", "storage", @@ -4421,14 +5028,22 @@ "azure", "storage", "blob", - "py" + "py", + "sdk", + "python", + "uploading", + "downloading", + "listing", + "blobs", + "managing", + "containers" ], "path": "skills/azure-storage-blob-py/SKILL.md" }, { "id": "azure-storage-blob-rust", "name": "azure-storage-blob-rust", - "description": "", + "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.", "category": "development", "tags": [ "azure", @@ -4440,15 +5055,21 @@ "azure", "storage", "blob", - "rust" + "rust", + "sdk", + "uploading", + "downloading", + "managing", + "blobs", + "containers" ], "path": "skills/azure-storage-blob-rust/SKILL.md" }, { "id": "azure-storage-blob-ts", "name": "azure-storage-blob-ts", - "description": "", - "category": "general", + "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.", + "category": "development", "tags": [ "azure", "storage", @@ -4459,15 +5080,23 @@ "azure", "storage", "blob", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "operations", + "uploading", + "downloading", + "listing", + "managing" ], "path": "skills/azure-storage-blob-ts/SKILL.md" }, { "id": "azure-storage-file-datalake-py", "name": "azure-storage-file-datalake-py", - "description": "", - "category": "general", + "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.", + "category": "data-ai", "tags": [ "azure", "storage", @@ -4480,15 +5109,22 @@ "storage", "file", "datalake", - "py" + "py", + "data", + "lake", + "gen2", + "sdk", + "python", + "hierarchical", + "big" ], "path": "skills/azure-storage-file-datalake-py/SKILL.md" }, { "id": "azure-storage-file-share-py", "name": "azure-storage-file-share-py", - "description": "", - "category": "general", + "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.", + "category": "infrastructure", "tags": [ "azure", "storage", @@ -4501,15 +5137,22 @@ "storage", "file", "share", - "py" + "py", + "sdk", + "python", + "smb", + "shares", + "directories", + "operations", + "cloud" ], "path": "skills/azure-storage-file-share-py/SKILL.md" }, { "id": "azure-storage-file-share-ts", "name": "azure-storage-file-share-ts", - "description": "", - "category": "general", + "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.", + "category": "development", "tags": [ "azure", "storage", @@ -4522,15 +5165,20 @@ "storage", "file", "share", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "smb", + "operations" ], "path": "skills/azure-storage-file-share-ts/SKILL.md" }, { "id": "azure-storage-queue-py", "name": "azure-storage-queue-py", - "description": "", - "category": "general", + "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.", + "category": "development", "tags": [ "azure", "storage", @@ -4541,15 +5189,23 @@ "azure", "storage", "queue", - "py" + "py", + "sdk", + "python", + "reliable", + "message", + "queuing", + "task", + "distribution", + "asynchronous" ], "path": "skills/azure-storage-queue-py/SKILL.md" }, { "id": "azure-storage-queue-ts", "name": "azure-storage-queue-ts", - "description": "", - "category": "general", + "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.", + "category": "development", "tags": [ "azure", "storage", @@ -4560,7 +5216,15 @@ "azure", "storage", "queue", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "message", + "operations", + "sending", + "receiving", + "peeking" ], "path": "skills/azure-storage-queue-ts/SKILL.md" }, @@ -4594,14 +5258,20 @@ { "id": "backend-architect", "name": "backend-architect", - "description": "", + "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.", "category": "development", "tags": [ "backend" ], "triggers": [ "backend", - "architect" + "architect", + "specializing", + "scalable", + "api", + "microservices", + "architecture", + "distributed" ], "path": "skills/backend-architect/SKILL.md" }, @@ -4657,7 +5327,7 @@ { "id": "backend-security-coder", "name": "backend-security-coder", - "description": "", + "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.", "category": "security", "tags": [ "backend", @@ -4667,7 +5337,16 @@ "triggers": [ "backend", "security", - "coder" + "coder", + "secure", + "coding", + "specializing", + "input", + "validation", + "authentication", + "api", + "proactively", + "implementations" ], "path": "skills/backend-security-coder/SKILL.md" }, @@ -4796,14 +5475,24 @@ { "id": "bash-pro", "name": "bash-pro", - "description": "", - "category": "general", + "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.", + "category": "infrastructure", "tags": [ "bash" ], "triggers": [ "bash", - "pro" + "pro", + "defensive", + "scripting", + "automation", + "ci", + "cd", + "pipelines", + "utilities", + "safe", + "portable", + "testable" ], "path": "skills/bash-pro/SKILL.md" }, @@ -5027,14 +5716,24 @@ { "id": "blockchain-developer", "name": "blockchain-developer", - "description": "", + "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.", "category": "general", "tags": [ "blockchain" ], "triggers": [ "blockchain", - "developer" + "developer", + "web3", + "applications", + "smart", + "contracts", + "decentralized", + "implements", + "defi", + "protocols", + "nft", + "platforms" ], "path": "skills/blockchain-developer/SKILL.md" }, @@ -5337,15 +6036,25 @@ { "id": "business-analyst", "name": "business-analyst", - "description": "", - "category": "business", + "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.", + "category": "data-ai", "tags": [ "business", "analyst" ], "triggers": [ "business", - "analyst" + "analyst", + "analysis", + "ai", + "powered", + "analytics", + "real", + "time", + "dashboards", + "data", + "driven", + "insights" ], "path": "skills/business-analyst/SKILL.md" }, @@ -5421,7 +6130,7 @@ { "id": "c4-code", "name": "c4-code", - "description": "", + "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.", "category": "architecture", "tags": [ "c4", @@ -5429,14 +6138,24 @@ ], "triggers": [ "c4", - "code" + "code", + "level", + "documentation", + "analyzes", + "directories", + "including", + "function", + "signatures", + "arguments", + "dependencies", + "structure" ], "path": "skills/c4-code/SKILL.md" }, { "id": "c4-component", "name": "c4-component", - "description": "", + "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.", "category": "architecture", "tags": [ "c4", @@ -5444,14 +6163,23 @@ ], "triggers": [ "c4", - "component" + "component", + "level", + "documentation", + "synthesizes", + "code", + "architecture", + "defining", + "boundaries", + "interfaces", + "relationships" ], "path": "skills/c4-component/SKILL.md" }, { "id": "c4-container", "name": "c4-container", - "description": "", + "description": "Expert C4 Container-level documentation specialist.", "category": "architecture", "tags": [ "c4", @@ -5459,21 +6187,33 @@ ], "triggers": [ "c4", - "container" + "container", + "level", + "documentation" ], "path": "skills/c4-container/SKILL.md" }, { "id": "c4-context", "name": "c4-context", - "description": "", + "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.", "category": "architecture", "tags": [ "c4" ], "triggers": [ "c4", - "context" + "context", + "level", + "documentation", + "creates", + "high", + "diagrams", + "documents", + "personas", + "user", + "journeys", + "features" ], "path": "skills/c4-context/SKILL.md" }, @@ -5577,7 +6317,7 @@ { "id": "carrier-relationship-management", "name": "carrier-relationship-management", - "description": "", + "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.", "category": "general", "tags": [ "carrier", @@ -5585,7 +6325,17 @@ ], "triggers": [ "carrier", - "relationship" + "relationship", + "codified", + "expertise", + "managing", + "portfolios", + "negotiating", + "freight", + "rates", + "tracking", + "performance", + "allocating" ], "path": "skills/carrier-relationship-management/SKILL.md" }, @@ -6176,14 +6926,24 @@ { "id": "cloud-architect", "name": "cloud-architect", - "description": "", + "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.", "category": "infrastructure", "tags": [ "cloud" ], "triggers": [ "cloud", - "architect" + "architect", + "specializing", + "aws", + "azure", + "gcp", + "multi", + "infrastructure", + "iac", + "terraform", + "opentofu", + "cdk" ], "path": "skills/cloud-architect/SKILL.md" }, @@ -6659,15 +7419,25 @@ { "id": "competitive-landscape", "name": "competitive-landscape", - "description": "", - "category": "general", + "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...", + "category": "business", "tags": [ "competitive", "landscape" ], "triggers": [ "competitive", - "landscape" + "landscape", + "skill", + "should", + "used", + "user", + "asks", + "analyze", + "competitors", + "assess", + "identify", + "differentiation" ], "path": "skills/competitive-landscape/SKILL.md" }, @@ -6905,15 +7675,23 @@ { "id": "conductor-setup", "name": "conductor-setup", - "description": "", - "category": "workflow", + "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)", + "category": "business", "tags": [ "conductor", "setup" ], "triggers": [ "conductor", - "setup" + "setup", + "initialize", + "artifacts", + "product", + "definition", + "tech", + "stack", + "style", + "guides" ], "path": "skills/conductor-setup/SKILL.md" }, @@ -6940,7 +7718,7 @@ { "id": "conductor-validator", "name": "conductor-validator", - "description": "", + "description": "Validates Conductor project artifacts for completeness,\nconsistency, and correctness. Use after setup, when diagnosing issues, or\nbefore implementation to verify project context.", "category": "workflow", "tags": [ "conductor", @@ -6948,7 +7726,17 @@ ], "triggers": [ "conductor", - "validator" + "validator", + "validates", + "artifacts", + "completeness", + "consistency", + "correctness", + "after", + "setup", + "diagnosing", + "issues", + "before" ], "path": "skills/conductor-validator/SKILL.md" }, @@ -7004,15 +7792,25 @@ { "id": "content-marketer", "name": "content-marketer", - "description": "", - "category": "general", + "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.", + "category": "data-ai", "tags": [ "content", "marketer" ], "triggers": [ "content", - "marketer" + "marketer", + "elite", + "marketing", + "strategist", + "specializing", + "ai", + "powered", + "creation", + "omnichannel", + "distribution", + "seo" ], "path": "skills/content-marketer/SKILL.md" }, @@ -7058,15 +7856,24 @@ { "id": "context-driven-development", "name": "context-driven-development", - "description": "", - "category": "general", + "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...", + "category": "business", "tags": [ "driven" ], "triggers": [ "driven", "context", - "development" + "development", + "skill", + "working", + "conductor", + "methodology", + "managing", + "artifacts", + "understanding", + "relationship", + "between" ], "path": "skills/context-driven-development/SKILL.md" }, @@ -7123,14 +7930,24 @@ { "id": "context-manager", "name": "context-manager", - "description": "", - "category": "general", + "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.", + "category": "data-ai", "tags": [ "manager" ], "triggers": [ "manager", - "context" + "context", + "elite", + "ai", + "engineering", + "mastering", + "dynamic", + "vector", + "databases", + "knowledge", + "graphs", + "intelligent" ], "path": "skills/context-manager/SKILL.md" }, @@ -7398,14 +8215,24 @@ { "id": "cpp-pro", "name": "cpp-pro", - "description": "", + "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.", "category": "general", "tags": [ "cpp" ], "triggers": [ "cpp", - "pro" + "pro", + "write", + "idiomatic", + "code", + "features", + "raii", + "smart", + "pointers", + "stl", + "algorithms", + "move" ], "path": "skills/cpp-pro/SKILL.md" }, @@ -7485,8 +8312,8 @@ { "id": "crypto-bd-agent", "name": "crypto-bd-agent", - "description": "", - "category": "general", + "description": "Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...", + "category": "security", "tags": [ "crypto", "bd", @@ -7495,21 +8322,40 @@ "triggers": [ "crypto", "bd", - "agent" + "agent", + "autonomous", + "business", + "development", + "multi", + "chain", + "token", + "discovery", + "100", + "point" ], "path": "skills/crypto-bd-agent/SKILL.md" }, { "id": "csharp-pro", "name": "csharp-pro", - "description": "", + "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.", "category": "development", "tags": [ "csharp" ], "triggers": [ "csharp", - "pro" + "pro", + "write", + "code", + "features", + "like", + "records", + "matching", + "async", + "await", + "optimizes", + "net" ], "path": "skills/csharp-pro/SKILL.md" }, @@ -7533,22 +8379,32 @@ { "id": "customer-support", "name": "customer-support", - "description": "", - "category": "business", + "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.", + "category": "data-ai", "tags": [ "customer", "support" ], "triggers": [ "customer", - "support" + "support", + "elite", + "ai", + "powered", + "mastering", + "conversational", + "automated", + "ticketing", + "sentiment", + "analysis", + "omnichannel" ], "path": "skills/customer-support/SKILL.md" }, { "id": "customs-trade-compliance", "name": "customs-trade-compliance", - "description": "", + "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.", "category": "security", "tags": [ "customs", @@ -7558,7 +8414,16 @@ "triggers": [ "customs", "trade", - "compliance" + "compliance", + "codified", + "expertise", + "documentation", + "tariff", + "classification", + "duty", + "optimisation", + "restricted", + "party" ], "path": "skills/customs-trade-compliance/SKILL.md" }, @@ -7591,14 +8456,24 @@ { "id": "data-engineer", "name": "data-engineer", - "description": "", - "category": "data-ai", + "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.", + "category": "infrastructure", "tags": [ "data" ], "triggers": [ "data", - "engineer" + "engineer", + "scalable", + "pipelines", + "warehouses", + "real", + "time", + "streaming", + "architectures", + "implements", + "apache", + "spark" ], "path": "skills/data-engineer/SKILL.md" }, @@ -7683,7 +8558,7 @@ { "id": "data-scientist", "name": "data-scientist", - "description": "", + "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.", "category": "data-ai", "tags": [ "data", @@ -7691,7 +8566,17 @@ ], "triggers": [ "data", - "scientist" + "scientist", + "analytics", + "machine", + "learning", + "statistical", + "modeling", + "complex", + "analysis", + "predictive", + "business", + "intelligence" ], "path": "skills/data-scientist/SKILL.md" }, @@ -7771,29 +8656,46 @@ { "id": "database-admin", "name": "database-admin", - "description": "", - "category": "data-ai", + "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.", + "category": "infrastructure", "tags": [ "database", "admin" ], "triggers": [ "database", - "admin" + "admin", + "administrator", + "specializing", + "cloud", + "databases", + "automation", + "reliability", + "engineering" ], "path": "skills/database-admin/SKILL.md" }, { "id": "database-architect", "name": "database-architect", - "description": "", + "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.", "category": "data-ai", "tags": [ "database" ], "triggers": [ "database", - "architect" + "architect", + "specializing", + "data", + "layer", + "scratch", + "technology", + "selection", + "schema", + "modeling", + "scalable", + "architectures" ], "path": "skills/database-architect/SKILL.md" }, @@ -7930,7 +8832,7 @@ { "id": "database-optimizer", "name": "database-optimizer", - "description": "", + "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.", "category": "data-ai", "tags": [ "database", @@ -7938,7 +8840,14 @@ ], "triggers": [ "database", - "optimizer" + "optimizer", + "specializing", + "performance", + "tuning", + "query", + "optimization", + "scalable", + "architectures" ], "path": "skills/database-optimizer/SKILL.md" }, @@ -8151,13 +9060,23 @@ { "id": "debugger", "name": "debugger", - "description": "", - "category": "general", + "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.", + "category": "testing", "tags": [ "debugger" ], "triggers": [ - "debugger" + "debugger", + "debugging", + "errors", + "test", + "failures", + "unexpected", + "behavior", + "proactively", + "encountering", + "any", + "issues" ], "path": "skills/debugger/SKILL.md" }, @@ -8308,14 +9227,20 @@ { "id": "deployment-engineer", "name": "deployment-engineer", - "description": "", + "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.", "category": "infrastructure", "tags": [ "deployment" ], "triggers": [ "deployment", - "engineer" + "engineer", + "specializing", + "ci", + "cd", + "pipelines", + "gitops", + "automation" ], "path": "skills/deployment-engineer/SKILL.md" }, @@ -8454,15 +9379,21 @@ { "id": "devops-troubleshooter", "name": "devops-troubleshooter", - "description": "", - "category": "infrastructure", + "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.", + "category": "security", "tags": [ "devops", "troubleshooter" ], "triggers": [ "devops", - "troubleshooter" + "troubleshooter", + "specializing", + "rapid", + "incident", + "response", + "debugging", + "observability" ], "path": "skills/devops-troubleshooter/SKILL.md" }, @@ -8596,14 +9527,24 @@ { "id": "django-pro", "name": "django-pro", - "description": "", - "category": "development", + "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.", + "category": "infrastructure", "tags": [ "django" ], "triggers": [ "django", - "pro" + "pro", + "async", + "views", + "drf", + "celery", + "channels", + "scalable", + "web", + "applications", + "proper", + "architecture" ], "path": "skills/django-pro/SKILL.md" }, @@ -8659,14 +9600,24 @@ { "id": "docs-architect", "name": "docs-architect", - "description": "", - "category": "general", + "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.", + "category": "architecture", "tags": [ "docs" ], "triggers": [ "docs", - "architect" + "architect", + "creates", + "technical", + "documentation", + "existing", + "codebases", + "analyzes", + "architecture", + "details", + "produce", + "long" ], "path": "skills/docs-architect/SKILL.md" }, @@ -8822,14 +9773,24 @@ { "id": "dotnet-architect", "name": "dotnet-architect", - "description": "", + "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.", "category": "development", "tags": [ "dotnet" ], "triggers": [ "dotnet", - "architect" + "architect", + "net", + "backend", + "specializing", + "asp", + "core", + "entity", + "framework", + "dapper", + "enterprise", + "application" ], "path": "skills/dotnet-architect/SKILL.md" }, @@ -8908,7 +9869,7 @@ { "id": "dx-optimizer", "name": "dx-optimizer", - "description": "", + "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.", "category": "general", "tags": [ "dx", @@ -8916,7 +9877,17 @@ ], "triggers": [ "dx", - "optimizer" + "optimizer", + "developer", + "experience", + "improves", + "tooling", + "setup", + "proactively", + "setting", + "up", + "new", + "after" ], "path": "skills/dx-optimizer/SKILL.md" }, @@ -8970,14 +9941,24 @@ { "id": "elixir-pro", "name": "elixir-pro", - "description": "", - "category": "general", + "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.", + "category": "architecture", "tags": [ "elixir" ], "triggers": [ "elixir", - "pro" + "pro", + "write", + "idiomatic", + "code", + "otp", + "supervision", + "trees", + "phoenix", + "liveview", + "masters", + "concurrency" ], "path": "skills/elixir-pro/SKILL.md" }, @@ -9009,7 +9990,7 @@ { "id": "email-systems", "name": "email-systems", - "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...", + "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...", "category": "business", "tags": [ "email" @@ -9083,7 +10064,7 @@ { "id": "energy-procurement", "name": "energy-procurement", - "description": "", + "description": "Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy cost management.", "category": "general", "tags": [ "energy", @@ -9091,7 +10072,17 @@ ], "triggers": [ "energy", - "procurement" + "procurement", + "codified", + "expertise", + "electricity", + "gas", + "tariff", + "optimisation", + "demand", + "charge", + "renewable", + "ppa" ], "path": "skills/energy-procurement/SKILL.md" }, @@ -9193,15 +10184,25 @@ { "id": "error-detective", "name": "error-detective", - "description": "", - "category": "general", + "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.", + "category": "architecture", "tags": [ "error", "detective" ], "triggers": [ "error", - "detective" + "detective", + "search", + "logs", + "codebases", + "stack", + "traces", + "anomalies", + "correlates", + "errors", + "identifies", + "root" ], "path": "skills/error-detective/SKILL.md" }, @@ -9575,14 +10576,24 @@ { "id": "fastapi-pro", "name": "fastapi-pro", - "description": "", + "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.", "category": "development", "tags": [ "fastapi" ], "triggers": [ "fastapi", - "pro" + "pro", + "high", + "performance", + "async", + "apis", + "sqlalchemy", + "pydantic", + "v2", + "microservices", + "websockets", + "python" ], "path": "skills/fastapi-pro/SKILL.md" }, @@ -9857,15 +10868,22 @@ { "id": "firmware-analyst", "name": "firmware-analyst", - "description": "", - "category": "general", + "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.", + "category": "security", "tags": [ "firmware", "analyst" ], "triggers": [ "firmware", - "analyst" + "analyst", + "specializing", + "embedded", + "iot", + "security", + "hardware", + "reverse", + "engineering" ], "path": "skills/firmware-analyst/SKILL.md" }, @@ -9894,20 +10912,26 @@ { "id": "flutter-expert", "name": "flutter-expert", - "description": "", - "category": "development", + "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.", + "category": "infrastructure", "tags": [ "flutter" ], "triggers": [ - "flutter" + "flutter", + "development", + "dart", + "widgets", + "multi", + "platform", + "deployment" ], "path": "skills/flutter-expert/SKILL.md" }, { "id": "form-cro", "name": "form-cro", - "description": "", + "description": "Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.", "category": "general", "tags": [ "form", @@ -9915,7 +10939,17 @@ ], "triggers": [ "form", - "cro" + "cro", + "optimize", + "any", + "signup", + "account", + "registration", + "including", + "lead", + "capture", + "contact", + "demo" ], "path": "skills/form-cro/SKILL.md" }, @@ -10203,14 +11237,24 @@ { "id": "frontend-developer", "name": "frontend-developer", - "description": "", + "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.", "category": "development", "tags": [ "frontend" ], "triggers": [ "frontend", - "developer" + "developer", + "react", + "components", + "responsive", + "layouts", + "handle", + "client", + "side", + "state", + "masters", + "19" ], "path": "skills/frontend-developer/SKILL.md" }, @@ -10271,7 +11315,7 @@ { "id": "frontend-security-coder", "name": "frontend-security-coder", - "description": "", + "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.", "category": "security", "tags": [ "frontend", @@ -10281,7 +11325,16 @@ "triggers": [ "frontend", "security", - "coder" + "coder", + "secure", + "coding", + "specializing", + "xss", + "prevention", + "output", + "sanitization", + "client", + "side" ], "path": "skills/frontend-security-coder/SKILL.md" }, @@ -11163,14 +12216,20 @@ { "id": "golang-pro", "name": "golang-pro", - "description": "", + "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.", "category": "development", "tags": [ "golang" ], "triggers": [ "golang", - "pro" + "pro", + "go", + "21", + "concurrency", + "performance", + "optimization", + "microservices" ], "path": "skills/golang-pro/SKILL.md" }, @@ -11325,14 +12384,24 @@ { "id": "graphql-architect", "name": "graphql-architect", - "description": "", - "category": "general", + "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.", + "category": "security", "tags": [ "graphql" ], "triggers": [ "graphql", - "architect" + "architect", + "federation", + "performance", + "optimization", + "enterprise", + "security", + "scalable", + "schemas", + "caching", + "real", + "time" ], "path": "skills/graphql-architect/SKILL.md" }, @@ -11457,7 +12526,7 @@ { "id": "hig-components-content", "name": "hig-components-content", - "description": "", + "description": "Apple Human Interface Guidelines for content display components.", "category": "general", "tags": [ "hig", @@ -11467,14 +12536,19 @@ "triggers": [ "hig", "components", - "content" + "content", + "apple", + "human", + "interface", + "guidelines", + "display" ], "path": "skills/hig-components-content/SKILL.md" }, { "id": "hig-components-controls", "name": "hig-components-controls", - "description": "", + "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...", "category": "general", "tags": [ "hig", @@ -11484,14 +12558,23 @@ "triggers": [ "hig", "components", - "controls" + "controls", + "apple", + "guidance", + "selection", + "input", + "including", + "pickers", + "toggles", + "sliders", + "steppers" ], "path": "skills/hig-components-controls/SKILL.md" }, { "id": "hig-components-dialogs", "name": "hig-components-dialogs", - "description": "", + "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.", "category": "general", "tags": [ "hig", @@ -11501,14 +12584,23 @@ "triggers": [ "hig", "components", - "dialogs" + "dialogs", + "apple", + "guidance", + "presentation", + "including", + "alerts", + "action", + "sheets", + "popovers", + "digit" ], "path": "skills/hig-components-dialogs/SKILL.md" }, { "id": "hig-components-layout", "name": "hig-components-layout", - "description": "", + "description": "Apple Human Interface Guidelines for layout and navigation components.", "category": "general", "tags": [ "hig", @@ -11518,14 +12610,19 @@ "triggers": [ "hig", "components", - "layout" + "layout", + "apple", + "human", + "interface", + "guidelines", + "navigation" ], "path": "skills/hig-components-layout/SKILL.md" }, { "id": "hig-components-menus", "name": "hig-components-menus", - "description": "", + "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...", "category": "general", "tags": [ "hig", @@ -11535,14 +12632,23 @@ "triggers": [ "hig", "components", - "menus" + "menus", + "apple", + "guidance", + "menu", + "button", + "including", + "context", + "dock", + "edit", + "bar" ], "path": "skills/hig-components-menus/SKILL.md" }, { "id": "hig-components-search", "name": "hig-components-search", - "description": "", + "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.", "category": "general", "tags": [ "hig", @@ -11552,14 +12658,23 @@ "triggers": [ "hig", "components", - "search" + "search", + "apple", + "guidance", + "navigation", + "related", + "including", + "fields", + "page", + "controls", + "path" ], "path": "skills/hig-components-search/SKILL.md" }, { "id": "hig-components-status", "name": "hig-components-status", - "description": "", + "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.", "category": "general", "tags": [ "hig", @@ -11569,14 +12684,23 @@ "triggers": [ "hig", "components", - "status" + "status", + "apple", + "guidance", + "progress", + "ui", + "including", + "indicators", + "bars", + "activity", + "rings" ], "path": "skills/hig-components-status/SKILL.md" }, { "id": "hig-components-system", "name": "hig-components-system", - "description": "", + "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.", "category": "general", "tags": [ "hig", @@ -11584,14 +12708,24 @@ ], "triggers": [ "hig", - "components" + "components", + "apple", + "guidance", + "experience", + "widgets", + "live", + "activities", + "notifications", + "complications", + "home", + "screen" ], "path": "skills/hig-components-system/SKILL.md" }, { "id": "hig-foundations", "name": "hig-foundations", - "description": "", + "description": "Apple Human Interface Guidelines design foundations.", "category": "general", "tags": [ "hig", @@ -11599,42 +12733,62 @@ ], "triggers": [ "hig", - "foundations" + "foundations", + "apple", + "human", + "interface", + "guidelines" ], "path": "skills/hig-foundations/SKILL.md" }, { "id": "hig-inputs", "name": "hig-inputs", - "description": "", - "category": "general", + "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...", + "category": "architecture", "tags": [ "hig", "inputs" ], "triggers": [ "hig", - "inputs" + "inputs", + "apple", + "guidance", + "input", + "methods", + "interaction", + "gestures", + "pencil", + "keyboards", + "game", + "controllers" ], "path": "skills/hig-inputs/SKILL.md" }, { "id": "hig-patterns", "name": "hig-patterns", - "description": "", + "description": "Apple Human Interface Guidelines interaction and UX patterns.", "category": "architecture", "tags": [ "hig" ], "triggers": [ - "hig" + "hig", + "apple", + "human", + "interface", + "guidelines", + "interaction", + "ux" ], "path": "skills/hig-patterns/SKILL.md" }, { "id": "hig-platforms", "name": "hig-platforms", - "description": "", + "description": "Apple Human Interface Guidelines for platform-specific design.", "category": "general", "tags": [ "hig", @@ -11642,36 +12796,60 @@ ], "triggers": [ "hig", - "platforms" + "platforms", + "apple", + "human", + "interface", + "guidelines", + "platform", + "specific" ], "path": "skills/hig-platforms/SKILL.md" }, { "id": "hig-project-context", "name": "hig-project-context", - "description": "", + "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.", "category": "general", "tags": [ "hig" ], "triggers": [ "hig", - "context" + "context", + "update", + "shared", + "apple", + "document", + "other", + "skills", + "tailor", + "guidance" ], "path": "skills/hig-project-context/SKILL.md" }, { "id": "hig-technologies", "name": "hig-technologies", - "description": "", - "category": "general", + "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...", + "category": "data-ai", "tags": [ "hig", "technologies" ], "triggers": [ "hig", - "technologies" + "technologies", + "apple", + "guidance", + "technology", + "integrations", + "siri", + "pay", + "healthkit", + "homekit", + "arkit", + "machine" ], "path": "skills/hig-technologies/SKILL.md" }, @@ -11704,14 +12882,24 @@ { "id": "hr-pro", "name": "hr-pro", - "description": "", + "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.", "category": "business", "tags": [ "hr" ], "triggers": [ "hr", - "pro" + "pro", + "professional", + "ethical", + "partner", + "hiring", + "onboarding", + "offboarding", + "pto", + "leave", + "performance", + "compliant" ], "path": "skills/hr-pro/SKILL.md" }, @@ -11844,7 +13032,7 @@ { "id": "hybrid-cloud-architect", "name": "hybrid-cloud-architect", - "description": "", + "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).", "category": "infrastructure", "tags": [ "hybrid", @@ -11853,7 +13041,16 @@ "triggers": [ "hybrid", "cloud", - "architect" + "architect", + "specializing", + "complex", + "multi", + "solutions", + "aws", + "azure", + "gcp", + "private", + "clouds" ], "path": "skills/hybrid-cloud-architect/SKILL.md" }, @@ -11959,20 +13156,31 @@ { "id": "imagen", "name": "imagen", - "description": "", - "category": "general", + "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.", + "category": "data-ai", "tags": [ "imagen" ], "triggers": [ - "imagen" + "imagen", + "ai", + "image", + "generation", + "skill", + "powered", + "google", + "gemini", + "enabling", + "seamless", + "visual", + "content" ], "path": "skills/imagen/SKILL.md" }, { "id": "incident-responder", "name": "incident-responder", - "description": "", + "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.", "category": "security", "tags": [ "incident", @@ -11980,7 +13188,13 @@ ], "triggers": [ "incident", - "responder" + "responder", + "sre", + "specializing", + "rapid", + "problem", + "resolution", + "observability" ], "path": "skills/incident-responder/SKILL.md" }, @@ -12228,7 +13442,7 @@ { "id": "inventory-demand-planning", "name": "inventory-demand-planning", - "description": "", + "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.", "category": "general", "tags": [ "inventory", @@ -12238,21 +13452,40 @@ "triggers": [ "inventory", "demand", - "planning" + "planning", + "codified", + "expertise", + "forecasting", + "safety", + "stock", + "optimisation", + "replenishment", + "promotional", + "lift" ], "path": "skills/inventory-demand-planning/SKILL.md" }, { "id": "ios-developer", "name": "ios-developer", - "description": "", - "category": "development", + "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.", + "category": "data-ai", "tags": [ "ios" ], "triggers": [ "ios", - "developer" + "developer", + "develop", + "native", + "applications", + "swift", + "swiftui", + "masters", + "18", + "uikit", + "integration", + "core" ], "path": "skills/ios-developer/SKILL.md" }, @@ -12309,14 +13542,24 @@ { "id": "java-pro", "name": "java-pro", - "description": "", - "category": "development", + "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.", + "category": "infrastructure", "tags": [ "java" ], "triggers": [ "java", - "pro" + "pro", + "21", + "features", + "like", + "virtual", + "threads", + "matching", + "spring", + "boot", + "latest", + "ecosystem" ], "path": "skills/java-pro/SKILL.md" }, @@ -12348,14 +13591,24 @@ { "id": "javascript-pro", "name": "javascript-pro", - "description": "", + "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.", "category": "development", "tags": [ "javascript" ], "triggers": [ "javascript", - "pro" + "pro", + "es6", + "async", + "node", + "js", + "apis", + "promises", + "event", + "loops", + "browser", + "compatibility" ], "path": "skills/javascript-pro/SKILL.md" }, @@ -12435,14 +13688,20 @@ { "id": "julia-pro", "name": "julia-pro", - "description": "", + "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.", "category": "general", "tags": [ "julia" ], "triggers": [ "julia", - "pro" + "pro", + "10", + "features", + "performance", + "optimization", + "multiple", + "dispatch" ], "path": "skills/julia-pro/SKILL.md" }, @@ -12596,14 +13855,24 @@ { "id": "kubernetes-architect", "name": "kubernetes-architect", - "description": "", + "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.", "category": "infrastructure", "tags": [ "kubernetes" ], "triggers": [ "kubernetes", - "architect" + "architect", + "specializing", + "cloud", + "native", + "infrastructure", + "gitops", + "argocd", + "flux", + "enterprise", + "container", + "orchestration" ], "path": "skills/kubernetes-architect/SKILL.md" }, @@ -12803,7 +14072,7 @@ { "id": "legacy-modernizer", "name": "legacy-modernizer", - "description": "", + "description": "Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility.", "category": "general", "tags": [ "legacy", @@ -12811,22 +14080,42 @@ ], "triggers": [ "legacy", - "modernizer" + "modernizer", + "refactor", + "codebases", + "migrate", + "outdated", + "frameworks", + "gradual", + "modernization", + "technical", + "debt", + "dependency" ], "path": "skills/legacy-modernizer/SKILL.md" }, { "id": "legal-advisor", "name": "legal-advisor", - "description": "", - "category": "business", + "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.", + "category": "security", "tags": [ "legal", "advisor" ], "triggers": [ "legal", - "advisor" + "advisor", + "draft", + "privacy", + "policies", + "terms", + "disclaimers", + "notices", + "creates", + "gdpr", + "compliant", + "texts" ], "path": "skills/legal-advisor/SKILL.md" }, @@ -13322,7 +14611,7 @@ { "id": "logistics-exception-management", "name": "logistics-exception-management", - "description": "", + "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.", "category": "general", "tags": [ "logistics", @@ -13330,7 +14619,17 @@ ], "triggers": [ "logistics", - "exception" + "exception", + "codified", + "expertise", + "handling", + "freight", + "exceptions", + "shipment", + "delays", + "damages", + "losses", + "carrier" ], "path": "skills/logistics-exception-management/SKILL.md" }, @@ -13362,8 +14661,8 @@ { "id": "m365-agents-dotnet", "name": "m365-agents-dotnet", - "description": "", - "category": "development", + "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.", + "category": "security", "tags": [ "m365", "agents", @@ -13372,15 +14671,24 @@ "triggers": [ "m365", "agents", - "dotnet" + "dotnet", + "microsoft", + "365", + "sdk", + "net", + "multichannel", + "teams", + "copilot", + "studio", + "asp" ], "path": "skills/m365-agents-dotnet/SKILL.md" }, { "id": "m365-agents-py", "name": "m365-agents-py", - "description": "", - "category": "general", + "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.", + "category": "security", "tags": [ "m365", "agents", @@ -13389,15 +14697,24 @@ "triggers": [ "m365", "agents", - "py" + "py", + "microsoft", + "365", + "sdk", + "python", + "multichannel", + "teams", + "copilot", + "studio", + "aiohttp" ], "path": "skills/m365-agents-py/SKILL.md" }, { "id": "m365-agents-ts", "name": "m365-agents-ts", - "description": "", - "category": "general", + "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.", + "category": "development", "tags": [ "m365", "agents", @@ -13406,7 +14723,13 @@ "triggers": [ "m365", "agents", - "ts" + "ts", + "microsoft", + "365", + "sdk", + "typescript", + "node", + "js" ], "path": "skills/m365-agents-ts/SKILL.md" }, @@ -13507,7 +14830,7 @@ { "id": "malware-analyst", "name": "malware-analyst", - "description": "", + "description": "Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification.", "category": "security", "tags": [ "malware", @@ -13515,7 +14838,17 @@ ], "triggers": [ "malware", - "analyst" + "analyst", + "specializing", + "defensive", + "research", + "threat", + "intelligence", + "incident", + "response", + "masters", + "sandbox", + "analysis" ], "path": "skills/malware-analyst/SKILL.md" }, @@ -13546,7 +14879,7 @@ { "id": "market-sizing-analysis", "name": "market-sizing-analysis", - "description": "", + "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...", "category": "business", "tags": [ "market", @@ -13555,7 +14888,16 @@ "triggers": [ "market", "sizing", - "analysis" + "analysis", + "skill", + "should", + "used", + "user", + "asks", + "calculate", + "tam", + "determine", + "sam" ], "path": "skills/market-sizing-analysis/SKILL.md" }, @@ -13730,13 +15072,24 @@ { "id": "mermaid-expert", "name": "mermaid-expert", - "description": "", + "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.", "category": "general", "tags": [ "mermaid" ], "triggers": [ - "mermaid" + "mermaid", + "diagrams", + "flowcharts", + "sequences", + "erds", + "architectures", + "masters", + "syntax", + "all", + "diagram", + "types", + "styling" ], "path": "skills/mermaid-expert/SKILL.md" }, @@ -13818,7 +15171,7 @@ { "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet", "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet", - "description": "", + "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.", "category": "development", "tags": [ "microsoft", @@ -13836,7 +15189,12 @@ "extensions", "authentication", "events", - "dotnet" + "dotnet", + "entra", + "sdk", + "net", + "functions", + "triggers" ], "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md" }, @@ -13868,7 +15226,7 @@ { "id": "minecraft-bukkit-pro", "name": "minecraft-bukkit-pro", - "description": "", + "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.", "category": "general", "tags": [ "minecraft", @@ -13877,7 +15235,13 @@ "triggers": [ "minecraft", "bukkit", - "pro" + "pro", + "server", + "plugin", + "development", + "spigot", + "paper", + "apis" ], "path": "skills/minecraft-bukkit-pro/SKILL.md" }, @@ -13932,14 +15296,24 @@ { "id": "ml-engineer", "name": "ml-engineer", - "description": "", - "category": "data-ai", + "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.", + "category": "infrastructure", "tags": [ "ml" ], "triggers": [ "ml", - "engineer" + "engineer", + "pytorch", + "tensorflow", + "frameworks", + "implements", + "model", + "serving", + "feature", + "engineering", + "testing", + "monitoring" ], "path": "skills/ml-engineer/SKILL.md" }, @@ -13971,14 +15345,22 @@ { "id": "mlops-engineer", "name": "mlops-engineer", - "description": "", - "category": "general", + "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.", + "category": "data-ai", "tags": [ "mlops" ], "triggers": [ "mlops", - "engineer" + "engineer", + "ml", + "pipelines", + "experiment", + "tracking", + "model", + "registries", + "mlflow", + "kubeflow" ], "path": "skills/mlops-engineer/SKILL.md" }, @@ -14009,21 +15391,31 @@ { "id": "mobile-developer", "name": "mobile-developer", - "description": "", + "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.", "category": "development", "tags": [ "mobile" ], "triggers": [ "mobile", - "developer" + "developer", + "develop", + "react", + "native", + "flutter", + "apps", + "architecture", + "masters", + "cross", + "platform", + "development" ], "path": "skills/mobile-developer/SKILL.md" }, { "id": "mobile-security-coder", "name": "mobile-security-coder", - "description": "", + "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.", "category": "security", "tags": [ "mobile", @@ -14033,7 +15425,14 @@ "triggers": [ "mobile", "security", - "coder" + "coder", + "secure", + "coding", + "specializing", + "input", + "validation", + "webview", + "specific" ], "path": "skills/mobile-security-coder/SKILL.md" }, @@ -14510,14 +15909,21 @@ { "id": "network-engineer", "name": "network-engineer", - "description": "", - "category": "infrastructure", + "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.", + "category": "security", "tags": [ "network" ], "triggers": [ "network", - "engineer" + "engineer", + "specializing", + "cloud", + "networking", + "security", + "architectures", + "performance", + "optimization" ], "path": "skills/network-engineer/SKILL.md" }, @@ -14800,14 +16206,22 @@ { "id": "observability-engineer", "name": "observability-engineer", - "description": "", - "category": "infrastructure", + "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.", + "category": "security", "tags": [ "observability" ], "triggers": [ "observability", - "engineer" + "engineer", + "monitoring", + "logging", + "tracing", + "implements", + "sli", + "slo", + "incident", + "response" ], "path": "skills/observability-engineer/SKILL.md" }, @@ -15143,7 +16557,7 @@ { "id": "page-cro", "name": "page-cro", - "description": "", + "description": "Analyze and optimize individual pages for conversion performance.", "category": "general", "tags": [ "page", @@ -15151,7 +16565,13 @@ ], "triggers": [ "page", - "cro" + "cro", + "analyze", + "optimize", + "individual", + "pages", + "conversion", + "performance" ], "path": "skills/page-cro/SKILL.md" }, @@ -15232,15 +16652,25 @@ { "id": "payment-integration", "name": "payment-integration", - "description": "", - "category": "general", + "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.", + "category": "security", "tags": [ "payment", "integration" ], "triggers": [ "payment", - "integration" + "integration", + "integrate", + "stripe", + "paypal", + "processors", + "checkout", + "flows", + "subscriptions", + "webhooks", + "pci", + "compliance" ], "path": "skills/payment-integration/SKILL.md" }, @@ -15504,14 +16934,24 @@ { "id": "php-pro", "name": "php-pro", - "description": "", - "category": "development", + "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.", + "category": "data-ai", "tags": [ "php" ], "triggers": [ "php", - "pro" + "pro", + "write", + "idiomatic", + "code", + "generators", + "iterators", + "spl", + "data", + "structures", + "oop", + "features" ], "path": "skills/php-pro/SKILL.md" }, @@ -15693,7 +17133,7 @@ { "id": "posix-shell-pro", "name": "posix-shell-pro", - "description": "", + "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).", "category": "general", "tags": [ "posix", @@ -15702,7 +17142,16 @@ "triggers": [ "posix", "shell", - "pro" + "pro", + "strict", + "sh", + "scripting", + "maximum", + "portability", + "unix", + "like", + "specializes", + "scripts" ], "path": "skills/posix-shell-pro/SKILL.md" }, @@ -16019,7 +17468,7 @@ { "id": "production-scheduling", "name": "production-scheduling", - "description": "", + "description": "Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.", "category": "general", "tags": [ "production", @@ -16027,22 +17476,39 @@ ], "triggers": [ "production", - "scheduling" + "scheduling", + "codified", + "expertise", + "job", + "sequencing", + "line", + "balancing", + "changeover", + "optimisation", + "bottleneck", + "resolution" ], "path": "skills/production-scheduling/SKILL.md" }, { "id": "programmatic-seo", "name": "programmatic-seo", - "description": "", - "category": "business", + "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.", + "category": "data-ai", "tags": [ "programmatic", "seo" ], "triggers": [ "programmatic", - "seo" + "seo", + "evaluate", + "creating", + "driven", + "pages", + "scale", + "structured", + "data" ], "path": "skills/programmatic-seo/SKILL.md" }, @@ -16416,14 +17882,24 @@ { "id": "python-pro", "name": "python-pro", - "description": "", + "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.", "category": "development", "tags": [ "python" ], "triggers": [ "python", - "pro" + "pro", + "12", + "features", + "async", + "programming", + "performance", + "optimization", + "latest", + "ecosystem", + "including", + "uv" ], "path": "skills/python-pro/SKILL.md" }, @@ -16454,7 +17930,7 @@ { "id": "quality-nonconformance", "name": "quality-nonconformance", - "description": "", + "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.", "category": "general", "tags": [ "quality", @@ -16462,22 +17938,42 @@ ], "triggers": [ "quality", - "nonconformance" + "nonconformance", + "codified", + "expertise", + "control", + "non", + "conformance", + "investigation", + "root", + "cause", + "analysis", + "corrective" ], "path": "skills/quality-nonconformance/SKILL.md" }, { "id": "quant-analyst", "name": "quant-analyst", - "description": "", - "category": "general", + "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.", + "category": "security", "tags": [ "quant", "analyst" ], "triggers": [ "quant", - "analyst" + "analyst", + "financial", + "models", + "backtest", + "trading", + "analyze", + "market", + "data", + "implements", + "risk", + "metrics" ], "path": "skills/quant-analyst/SKILL.md" }, @@ -16902,15 +18398,25 @@ { "id": "reference-builder", "name": "reference-builder", - "description": "", - "category": "general", + "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.", + "category": "development", "tags": [ "reference", "builder" ], "triggers": [ "reference", - "builder" + "builder", + "creates", + "exhaustive", + "technical", + "references", + "api", + "documentation", + "generates", + "parameter", + "listings", + "configuration" ], "path": "skills/reference-builder/SKILL.md" }, @@ -17036,7 +18542,7 @@ { "id": "returns-reverse-logistics", "name": "returns-reverse-logistics", - "description": "", + "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.", "category": "general", "tags": [ "returns", @@ -17046,28 +18552,47 @@ "triggers": [ "returns", "reverse", - "logistics" + "logistics", + "codified", + "expertise", + "authorisation", + "receipt", + "inspection", + "disposition", + "decisions", + "refund", + "processing" ], "path": "skills/returns-reverse-logistics/SKILL.md" }, { "id": "reverse-engineer", "name": "reverse-engineer", - "description": "", + "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.", "category": "general", "tags": [ "reverse" ], "triggers": [ "reverse", - "engineer" + "engineer", + "specializing", + "binary", + "analysis", + "disassembly", + "decompilation", + "software", + "masters", + "ida", + "pro", + "ghidra" ], "path": "skills/reverse-engineer/SKILL.md" }, { "id": "risk-manager", "name": "risk-manager", - "description": "", + "description": "Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.", "category": "security", "tags": [ "risk", @@ -17075,7 +18600,17 @@ ], "triggers": [ "risk", - "manager" + "manager", + "monitor", + "portfolio", + "multiples", + "position", + "limits", + "creates", + "hedging", + "calculates", + "expectancy", + "implements" ], "path": "skills/risk-manager/SKILL.md" }, @@ -17108,14 +18643,24 @@ { "id": "ruby-pro", "name": "ruby-pro", - "description": "", + "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.", "category": "development", "tags": [ "ruby" ], "triggers": [ "ruby", - "pro" + "pro", + "write", + "idiomatic", + "code", + "metaprogramming", + "rails", + "performance", + "optimization", + "specializes", + "gem", + "development" ], "path": "skills/ruby-pro/SKILL.md" }, @@ -17147,14 +18692,19 @@ { "id": "rust-pro", "name": "rust-pro", - "description": "", + "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.", "category": "development", "tags": [ "rust" ], "triggers": [ "rust", - "pro" + "pro", + "75", + "async", + "type", + "features", + "programming" ], "path": "skills/rust-pro/SKILL.md" }, @@ -17185,7 +18735,7 @@ { "id": "sales-automator", "name": "sales-automator", - "description": "", + "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.", "category": "business", "tags": [ "sales", @@ -17193,7 +18743,17 @@ ], "triggers": [ "sales", - "automator" + "automator", + "draft", + "cold", + "emails", + "follow", + "ups", + "proposal", + "creates", + "pricing", + "pages", + "case" ], "path": "skills/sales-automator/SKILL.md" }, @@ -17273,14 +18833,24 @@ { "id": "scala-pro", "name": "scala-pro", - "description": "", - "category": "general", + "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.", + "category": "data-ai", "tags": [ "scala" ], "triggers": [ "scala", - "pro" + "pro", + "enterprise", + "grade", + "development", + "functional", + "programming", + "distributed", + "big", + "data", + "processing", + "apache" ], "path": "skills/scala-pro/SKILL.md" }, @@ -17311,15 +18881,25 @@ { "id": "schema-markup", "name": "schema-markup", - "description": "", - "category": "general", + "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.", + "category": "data-ai", "tags": [ "schema", "markup" ], "triggers": [ "schema", - "markup" + "markup", + "validate", + "optimize", + "org", + "structured", + "data", + "eligibility", + "correctness", + "measurable", + "seo", + "impact" ], "path": "skills/schema-markup/SKILL.md" }, @@ -17465,7 +19045,7 @@ { "id": "security-auditor", "name": "security-auditor", - "description": "", + "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.", "category": "security", "tags": [ "security", @@ -17473,7 +19053,12 @@ ], "triggers": [ "security", - "auditor" + "auditor", + "specializing", + "devsecops", + "cybersecurity", + "compliance", + "frameworks" ], "path": "skills/security-auditor/SKILL.md" }, @@ -17603,7 +19188,7 @@ { "id": "security-scanning-security-sast", "name": "security-scanning-security-sast", - "description": "", + "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks", "category": "security", "tags": [ "security", @@ -17613,7 +19198,16 @@ "triggers": [ "security", "scanning", - "sast" + "sast", + "static", + "application", + "testing", + "code", + "vulnerability", + "analysis", + "multiple", + "languages", + "frameworks" ], "path": "skills/security-scanning-security-sast/SKILL.md" }, @@ -17881,7 +19475,7 @@ { "id": "seo-audit", "name": "seo-audit", - "description": "", + "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.", "category": "business", "tags": [ "seo", @@ -17889,15 +19483,23 @@ ], "triggers": [ "seo", - "audit" + "audit", + "diagnose", + "issues", + "affecting", + "crawlability", + "indexation", + "rankings", + "organic", + "performance" ], "path": "skills/seo-audit/SKILL.md" }, { "id": "seo-authority-builder", "name": "seo-authority-builder", - "description": "", - "category": "business", + "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.", + "category": "security", "tags": [ "seo", "authority", @@ -17906,14 +19508,23 @@ "triggers": [ "seo", "authority", - "builder" + "builder", + "analyzes", + "content", + "signals", + "suggests", + "improvements", + "trust", + "identifies", + "missing", + "credibility" ], "path": "skills/seo-authority-builder/SKILL.md" }, { "id": "seo-cannibalization-detector", "name": "seo-cannibalization-detector", - "description": "", + "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.", "category": "business", "tags": [ "seo", @@ -17923,14 +19534,23 @@ "triggers": [ "seo", "cannibalization", - "detector" + "detector", + "analyzes", + "multiple", + "provided", + "pages", + "identify", + "keyword", + "overlap", + "potential", + "issues" ], "path": "skills/seo-cannibalization-detector/SKILL.md" }, { "id": "seo-content-auditor", "name": "seo-content-auditor", - "description": "", + "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.", "category": "business", "tags": [ "seo", @@ -17940,14 +19560,23 @@ "triggers": [ "seo", "content", - "auditor" + "auditor", + "analyzes", + "provided", + "quality", + "signals", + "scores", + "provides", + "improvement", + "recommendations", + "established" ], "path": "skills/seo-content-auditor/SKILL.md" }, { "id": "seo-content-planner", "name": "seo-content-planner", - "description": "", + "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.", "category": "business", "tags": [ "seo", @@ -17957,14 +19586,23 @@ "triggers": [ "seo", "content", - "planner" + "planner", + "creates", + "outlines", + "topic", + "clusters", + "plans", + "calendars", + "identifies", + "gaps", + "proactively" ], "path": "skills/seo-content-planner/SKILL.md" }, { "id": "seo-content-refresher", "name": "seo-content-refresher", - "description": "", + "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.", "category": "business", "tags": [ "seo", @@ -17974,14 +19612,23 @@ "triggers": [ "seo", "content", - "refresher" + "refresher", + "identifies", + "outdated", + "elements", + "provided", + "suggests", + "updates", + "maintain", + "freshness", + "finds" ], "path": "skills/seo-content-refresher/SKILL.md" }, { "id": "seo-content-writer", "name": "seo-content-writer", - "description": "", + "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.", "category": "business", "tags": [ "seo", @@ -17991,7 +19638,16 @@ "triggers": [ "seo", "content", - "writer" + "writer", + "writes", + "optimized", + "provided", + "keywords", + "topic", + "briefs", + "creates", + "engaging", + "following" ], "path": "skills/seo-content-writer/SKILL.md" }, @@ -18025,7 +19681,7 @@ { "id": "seo-fundamentals", "name": "seo-fundamentals", - "description": "", + "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.", "category": "business", "tags": [ "seo", @@ -18033,14 +19689,24 @@ ], "triggers": [ "seo", - "fundamentals" + "fundamentals", + "core", + "principles", + "including", + "web", + "vitals", + "technical", + "foundations", + "content", + "quality", + "how" ], "path": "skills/seo-fundamentals/SKILL.md" }, { "id": "seo-keyword-strategist", "name": "seo-keyword-strategist", - "description": "", + "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.", "category": "business", "tags": [ "seo", @@ -18050,14 +19716,23 @@ "triggers": [ "seo", "keyword", - "strategist" + "strategist", + "analyzes", + "usage", + "provided", + "content", + "calculates", + "density", + "suggests", + "semantic", + "variations" ], "path": "skills/seo-keyword-strategist/SKILL.md" }, { "id": "seo-meta-optimizer", "name": "seo-meta-optimizer", - "description": "", + "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.", "category": "business", "tags": [ "seo", @@ -18067,14 +19742,23 @@ "triggers": [ "seo", "meta", - "optimizer" + "optimizer", + "creates", + "optimized", + "titles", + "descriptions", + "url", + "suggestions", + "character", + "limits", + "generates" ], "path": "skills/seo-meta-optimizer/SKILL.md" }, { "id": "seo-snippet-hunter", "name": "seo-snippet-hunter", - "description": "", + "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.", "category": "business", "tags": [ "seo", @@ -18084,14 +19768,23 @@ "triggers": [ "seo", "snippet", - "hunter" + "hunter", + "formats", + "content", + "eligible", + "featured", + "snippets", + "serp", + "features", + "creates", + "optimized" ], "path": "skills/seo-snippet-hunter/SKILL.md" }, { "id": "seo-structure-architect", "name": "seo-structure-architect", - "description": "", + "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.", "category": "business", "tags": [ "seo", @@ -18100,7 +19793,16 @@ "triggers": [ "seo", "structure", - "architect" + "architect", + "analyzes", + "optimizes", + "content", + "including", + "header", + "hierarchy", + "suggests", + "schema", + "markup" ], "path": "skills/seo-structure-architect/SKILL.md" }, @@ -18327,14 +20029,24 @@ { "id": "shopify-development", "name": "shopify-development", - "description": "", - "category": "general", + "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.", + "category": "development", "tags": [ "shopify" ], "triggers": [ "shopify", - "development" + "development", + "apps", + "extensions", + "themes", + "graphql", + "admin", + "api", + "cli", + "polaris", + "ui", + "liquid" ], "path": "skills/shopify-development/SKILL.md" }, @@ -18790,14 +20502,24 @@ { "id": "sql-pro", "name": "sql-pro", - "description": "", - "category": "data-ai", + "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.", + "category": "infrastructure", "tags": [ "sql" ], "triggers": [ "sql", - "pro" + "pro", + "cloud", + "native", + "databases", + "oltp", + "olap", + "optimization", + "query", + "techniques", + "performance", + "tuning" ], "path": "skills/sql-pro/SKILL.md" }, @@ -18879,7 +20601,7 @@ { "id": "startup-analyst", "name": "startup-analyst", - "description": "", + "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.", "category": "business", "tags": [ "startup", @@ -18887,14 +20609,24 @@ ], "triggers": [ "startup", - "analyst" + "analyst", + "business", + "specializing", + "market", + "sizing", + "financial", + "modeling", + "competitive", + "analysis", + "strategic", + "planning" ], "path": "skills/startup-analyst/SKILL.md" }, { "id": "startup-business-analyst-business-case", "name": "startup-business-analyst-business-case", - "description": "", + "description": "Generate comprehensive investor-ready business case document with\nmarket, solution, financials, and strategy", "category": "business", "tags": [ "startup", @@ -18906,14 +20638,20 @@ "startup", "business", "analyst", - "case" + "case", + "generate", + "investor", + "document", + "market", + "solution", + "financials" ], "path": "skills/startup-business-analyst-business-case/SKILL.md" }, { "id": "startup-business-analyst-financial-projections", "name": "startup-business-analyst-financial-projections", - "description": "", + "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios", "category": "business", "tags": [ "startup", @@ -18927,14 +20665,21 @@ "business", "analyst", "financial", - "projections" + "projections", + "detailed", + "year", + "model", + "revenue", + "costs", + "cash", + "flow" ], "path": "skills/startup-business-analyst-financial-projections/SKILL.md" }, { "id": "startup-business-analyst-market-opportunity", "name": "startup-business-analyst-market-opportunity", - "description": "", + "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations", "category": "business", "tags": [ "startup", @@ -18948,14 +20693,20 @@ "business", "analyst", "market", - "opportunity" + "opportunity", + "generate", + "analysis", + "tam", + "sam", + "som", + "calculations" ], "path": "skills/startup-business-analyst-market-opportunity/SKILL.md" }, { "id": "startup-financial-modeling", "name": "startup-financial-modeling", - "description": "", + "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...", "category": "business", "tags": [ "startup", @@ -18965,15 +20716,24 @@ "triggers": [ "startup", "financial", - "modeling" + "modeling", + "skill", + "should", + "used", + "user", + "asks", + "projections", + "model", + "forecast", + "revenue" ], "path": "skills/startup-financial-modeling/SKILL.md" }, { "id": "startup-metrics-framework", "name": "startup-metrics-framework", - "description": "", - "category": "business", + "description": "This skill should be used when the user asks about \\\\\\\"key startup metrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\", \"rule of 40\", \"marketplace metrics\", or requests...", + "category": "testing", "tags": [ "startup", "metrics", @@ -18982,7 +20742,16 @@ "triggers": [ "startup", "metrics", - "framework" + "framework", + "skill", + "should", + "used", + "user", + "asks", + "about", + "key", + "saas", + "cac" ], "path": "skills/startup-metrics-framework/SKILL.md" }, @@ -19292,7 +21061,7 @@ { "id": "tdd-orchestrator", "name": "tdd-orchestrator", - "description": "", + "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.", "category": "testing", "tags": [ "tdd", @@ -19300,7 +21069,17 @@ ], "triggers": [ "tdd", - "orchestrator" + "orchestrator", + "specializing", + "red", + "green", + "refactor", + "discipline", + "multi", + "agent", + "coordination", + "test", + "driven" ], "path": "skills/tdd-orchestrator/SKILL.md" }, @@ -19459,7 +21238,7 @@ { "id": "team-composition-analysis", "name": "team-composition-analysis", - "description": "", + "description": "This skill should be used when the user asks to \\\\\\\"plan team structure\", \"determine hiring needs\", \"design org chart\", \"calculate compensation\", \"plan equity allocation\", or requests...", "category": "general", "tags": [ "team", @@ -19468,7 +21247,16 @@ "triggers": [ "team", "composition", - "analysis" + "analysis", + "skill", + "should", + "used", + "user", + "asks", + "plan", + "structure", + "determine", + "hiring" ], "path": "skills/team-composition-analysis/SKILL.md" }, @@ -19576,8 +21364,8 @@ { "id": "temporal-python-pro", "name": "temporal-python-pro", - "description": "", - "category": "development", + "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.", + "category": "infrastructure", "tags": [ "temporal", "python" @@ -19585,7 +21373,16 @@ "triggers": [ "temporal", "python", - "pro" + "pro", + "orchestration", + "sdk", + "implements", + "durable", + "saga", + "distributed", + "transactions", + "covers", + "async" ], "path": "skills/temporal-python-pro/SKILL.md" }, @@ -19709,27 +21506,44 @@ { "id": "terraform-specialist", "name": "terraform-specialist", - "description": "", + "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.", "category": "infrastructure", "tags": [ "terraform" ], "triggers": [ - "terraform" + "terraform", + "opentofu", + "mastering", + "iac", + "automation", + "state", + "enterprise", + "infrastructure" ], "path": "skills/terraform-specialist/SKILL.md" }, { "id": "test-automator", "name": "test-automator", - "description": "", - "category": "testing", + "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.", + "category": "infrastructure", "tags": [ "automator" ], "triggers": [ "automator", - "test" + "test", + "ai", + "powered", + "automation", + "frameworks", + "self", + "healing", + "tests", + "quality", + "engineering", + "scalable" ], "path": "skills/test-automator/SKILL.md" }, @@ -20016,13 +21830,24 @@ { "id": "track-management", "name": "track-management", - "description": "", - "category": "general", + "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.", + "category": "workflow", "tags": [ "track" ], "triggers": [ - "track" + "track", + "skill", + "creating", + "managing", + "working", + "conductor", + "tracks", + "logical", + "work", + "units", + "features", + "bugs" ], "path": "skills/track-management/SKILL.md" }, @@ -20103,14 +21928,24 @@ { "id": "tutorial-engineer", "name": "tutorial-engineer", - "description": "", + "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.", "category": "general", "tags": [ "tutorial" ], "triggers": [ "tutorial", - "engineer" + "engineer", + "creates", + "step", + "tutorials", + "educational", + "content", + "code", + "transforms", + "complex", + "concepts", + "progressive" ], "path": "skills/tutorial-engineer/SKILL.md" }, @@ -20192,27 +22027,47 @@ { "id": "typescript-expert", "name": "typescript-expert", - "description": "", - "category": "development", - "tags": [ - "typescript" - ], - "triggers": [ - "typescript" - ], - "path": "skills/typescript-expert/SKILL.md" - }, - { - "id": "typescript-pro", - "name": "typescript-pro", - "description": "", + "description": "TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.", "category": "development", "tags": [ "typescript" ], "triggers": [ "typescript", - "pro" + "javascript", + "deep", + "knowledge", + "type", + "level", + "programming", + "performance", + "optimization", + "monorepo", + "migration", + "tooling" + ], + "path": "skills/typescript-expert/SKILL.md" + }, + { + "id": "typescript-pro", + "name": "typescript-pro", + "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.", + "category": "development", + "tags": [ + "typescript" + ], + "triggers": [ + "typescript", + "pro", + "types", + "generics", + "strict", + "type", + "safety", + "complex", + "decorators", + "enterprise", + "grade" ], "path": "skills/typescript-pro/SKILL.md" }, @@ -20240,7 +22095,7 @@ { "id": "ui-ux-designer", "name": "ui-ux-designer", - "description": "", + "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.", "category": "general", "tags": [ "ui", @@ -20250,7 +22105,15 @@ "triggers": [ "ui", "ux", - "designer" + "designer", + "interface", + "designs", + "wireframes", + "masters", + "user", + "research", + "accessibility", + "standards" ], "path": "skills/ui-ux-designer/SKILL.md" }, @@ -20283,8 +22146,8 @@ { "id": "ui-visual-validator", "name": "ui-visual-validator", - "description": "", - "category": "general", + "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.", + "category": "security", "tags": [ "ui", "visual", @@ -20293,7 +22156,14 @@ "triggers": [ "ui", "visual", - "validator" + "validator", + "rigorous", + "validation", + "specializing", + "testing", + "compliance", + "accessibility", + "verification" ], "path": "skills/ui-visual-validator/SKILL.md" }, @@ -20324,14 +22194,24 @@ { "id": "unity-developer", "name": "unity-developer", - "description": "", - "category": "general", + "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.", + "category": "infrastructure", "tags": [ "unity" ], "triggers": [ "unity", - "developer" + "developer", + "games", + "optimized", + "scripts", + "efficient", + "rendering", + "proper", + "asset", + "masters", + "lts", + "urp" ], "path": "skills/unity-developer/SKILL.md" }, @@ -21525,10 +23405,23 @@ { "id": "workflow-patterns", "name": "workflow-patterns", - "description": "", + "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.", "category": "architecture", "tags": [], - "triggers": [], + "triggers": [ + "skill", + "implementing", + "tasks", + "according", + "conductor", + "tdd", + "handling", + "phase", + "checkpoints", + "managing", + "git", + "commits" + ], "path": "skills/workflow-patterns/SKILL.md" }, { @@ -21619,6 +23512,38 @@ ], "path": "skills/x-article-publisher-skill/SKILL.md" }, + { + "id": "x-twitter-scraper", + "name": "x-twitter-scraper", + "description": "X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.", + "category": "infrastructure", + "tags": [ + "[twitter", + "x-api", + "scraping", + "mcp", + "social-media", + "data-extraction", + "giveaway", + "monitoring", + "webhooks]" + ], + "triggers": [ + "[twitter", + "x-api", + "scraping", + "mcp", + "social-media", + "data-extraction", + "giveaway", + "monitoring", + "webhooks]", + "twitter", + "scraper", + "data" + ], + "path": "skills/x-twitter-scraper/SKILL.md" + }, { "id": "xlsx-official", "name": "xlsx-official", diff --git a/skills_index.json b/skills_index.json index d214f303..008e40f1 100644 --- a/skills_index.json +++ b/skills_index.json @@ -9,6 +9,16 @@ "source": "personal", "date_added": "2026-02-27" }, + { + "id": "10-andruia-skill-smith", + "path": "skills/10-andruia-skill-smith", + "category": "andruia", + "name": "10-andruia-skill-smith", + "description": "Ingeniero de Sistemas de Andru.ia. Dise\u00f1a, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Est\u00e1ndar de Diamante.", + "risk": "safe", + "source": "personal", + "date_added": "2026-02-25" + }, { "id": "20-andruia-niche-intelligence", "path": "skills/20-andruia-niche-intelligence", @@ -224,7 +234,7 @@ "path": "skills/ai-engineer", "category": "uncategorized", "name": "ai-engineer", - "description": "You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.", + "description": "Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -244,7 +254,7 @@ "path": "skills/ai-product", "category": "uncategorized", "name": "ai-product", - "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...", + "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...", "risk": "unknown", "source": "vibeship-spawner-skills (Apache 2.0)", "date_added": "2026-02-27" @@ -314,7 +324,7 @@ "path": "skills/analytics-tracking", "category": "uncategorized", "name": "analytics-tracking", - "description": "You are an expert in **analytics implementation and measurement design**. Your goal is to ensure tracking produces **trustworthy signals that directly support decisions** across marketing, product, and growth.", + "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -337,14 +347,14 @@ "description": "Automated end-to-end UI testing and verification on an Android Emulator using ADB.", "risk": "safe", "source": "community", - "date_added": null + "date_added": "2026-02-28" }, { "id": "angular", "path": "skills/angular", "category": "uncategorized", "name": "angular", - "description": "Master modern Angular development with Signals, Standalone Components, Zoneless applications, SSR/Hydration, and the latest reactive patterns.", + "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.", "risk": "safe", "source": "self", "date_added": "2026-02-27" @@ -444,7 +454,7 @@ "path": "skills/api-documenter", "category": "uncategorized", "name": "api-documenter", - "description": "You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.", + "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -704,7 +714,7 @@ "path": "skills/arm-cortex-expert", "category": "uncategorized", "name": "arm-cortex-expert", - "description": "- Working on @arm-cortex-expert tasks or workflows - Needing guidance, best practices, or checklists for @arm-cortex-expert", + "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -924,7 +934,7 @@ "path": "skills/azure-ai-agents-persistent-dotnet", "category": "uncategorized", "name": "azure-ai-agents-persistent-dotnet", - "description": "Low-level SDK for creating and managing persistent AI agents with threads, messages, runs, and tools.", + "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -934,7 +944,7 @@ "path": "skills/azure-ai-agents-persistent-java", "category": "uncategorized", "name": "azure-ai-agents-persistent-java", - "description": "Low-level SDK for creating and managing persistent AI agents with threads, messages, runs, and tools.", + "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -964,7 +974,7 @@ "path": "skills/azure-ai-contentsafety-py", "category": "uncategorized", "name": "azure-ai-contentsafety-py", - "description": "Detect harmful user-generated and AI-generated content in applications.", + "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -984,7 +994,7 @@ "path": "skills/azure-ai-contentunderstanding-py", "category": "uncategorized", "name": "azure-ai-contentunderstanding-py", - "description": "Multimodal AI service that extracts semantic content from documents, video, audio, and image files for RAG and automated workflows.", + "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -994,7 +1004,7 @@ "path": "skills/azure-ai-document-intelligence-dotnet", "category": "uncategorized", "name": "azure-ai-document-intelligence-dotnet", - "description": "Extract text, tables, and structured data from documents using prebuilt and custom models.", + "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1024,7 +1034,7 @@ "path": "skills/azure-ai-ml-py", "category": "uncategorized", "name": "azure-ai-ml-py", - "description": "Client library for managing Azure ML resources: workspaces, jobs, models, data, and compute.", + "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1034,7 +1044,7 @@ "path": "skills/azure-ai-openai-dotnet", "category": "uncategorized", "name": "azure-ai-openai-dotnet", - "description": "Client library for Azure OpenAI Service providing access to OpenAI models including GPT-4, GPT-4o, embeddings, DALL-E, and Whisper.", + "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1044,7 +1054,7 @@ "path": "skills/azure-ai-projects-dotnet", "category": "uncategorized", "name": "azure-ai-projects-dotnet", - "description": "High-level SDK for Azure AI Foundry project operations including agents, connections, datasets, deployments, evaluations, and indexes.", + "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1054,7 +1064,7 @@ "path": "skills/azure-ai-projects-java", "category": "uncategorized", "name": "azure-ai-projects-java", - "description": "High-level SDK for Azure AI Foundry project management with access to connections, datasets, indexes, and evaluations.", + "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1084,7 +1094,7 @@ "path": "skills/azure-ai-textanalytics-py", "category": "uncategorized", "name": "azure-ai-textanalytics-py", - "description": "Client library for Azure AI Language service NLP capabilities including sentiment, entities, key phrases, and more.", + "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1094,7 +1104,7 @@ "path": "skills/azure-ai-transcription-py", "category": "uncategorized", "name": "azure-ai-transcription-py", - "description": "Client library for Azure AI Transcription (speech-to-text) with real-time and batch transcription.", + "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1104,7 +1114,7 @@ "path": "skills/azure-ai-translation-document-py", "category": "uncategorized", "name": "azure-ai-translation-document-py", - "description": "Client library for Azure AI Translator document translation service for batch document translation with format preservation.", + "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1114,7 +1124,7 @@ "path": "skills/azure-ai-translation-text-py", "category": "uncategorized", "name": "azure-ai-translation-text-py", - "description": "Client library for Azure AI Translator text translation service for real-time text translation, transliteration, and language operations.", + "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1144,7 +1154,7 @@ "path": "skills/azure-ai-vision-imageanalysis-py", "category": "uncategorized", "name": "azure-ai-vision-imageanalysis-py", - "description": "Client library for Azure AI Vision 4.0 image analysis including captions, tags, objects, OCR, and more.", + "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1154,7 +1164,7 @@ "path": "skills/azure-ai-voicelive-dotnet", "category": "uncategorized", "name": "azure-ai-voicelive-dotnet", - "description": "Real-time voice AI SDK for building bidirectional voice assistants with Azure AI.", + "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1164,7 +1174,7 @@ "path": "skills/azure-ai-voicelive-java", "category": "uncategorized", "name": "azure-ai-voicelive-java", - "description": "Real-time, bidirectional voice conversations with AI assistants using WebSocket technology.", + "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1184,7 +1194,7 @@ "path": "skills/azure-ai-voicelive-ts", "category": "uncategorized", "name": "azure-ai-voicelive-ts", - "description": "Real-time voice AI SDK for building bidirectional voice assistants with Azure AI in Node.js and browser environments.", + "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1194,7 +1204,7 @@ "path": "skills/azure-appconfiguration-java", "category": "uncategorized", "name": "azure-appconfiguration-java", - "description": "Client library for Azure App Configuration, a managed service for centralizing application configurations.", + "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1204,7 +1214,7 @@ "path": "skills/azure-appconfiguration-py", "category": "uncategorized", "name": "azure-appconfiguration-py", - "description": "Centralized configuration management with feature flags and dynamic settings.", + "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1274,7 +1284,7 @@ "path": "skills/azure-compute-batch-java", "category": "uncategorized", "name": "azure-compute-batch-java", - "description": "Client library for running large-scale parallel and high-performance computing (HPC) batch jobs in Azure.", + "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1284,7 +1294,7 @@ "path": "skills/azure-containerregistry-py", "category": "uncategorized", "name": "azure-containerregistry-py", - "description": "Manage container images, artifacts, and repositories in Azure Container Registry.", + "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1304,7 +1314,7 @@ "path": "skills/azure-cosmos-java", "category": "uncategorized", "name": "azure-cosmos-java", - "description": "Client library for Azure Cosmos DB NoSQL API with global distribution and reactive patterns.", + "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1314,7 +1324,7 @@ "path": "skills/azure-cosmos-py", "category": "uncategorized", "name": "azure-cosmos-py", - "description": "Client library for Azure Cosmos DB NoSQL API \u2014 globally distributed, multi-model database.", + "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1324,7 +1334,7 @@ "path": "skills/azure-cosmos-rust", "category": "uncategorized", "name": "azure-cosmos-rust", - "description": "Client library for Azure Cosmos DB NoSQL API \u2014 globally distributed, multi-model database.", + "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1334,7 +1344,7 @@ "path": "skills/azure-cosmos-ts", "category": "uncategorized", "name": "azure-cosmos-ts", - "description": "Data plane SDK for Azure Cosmos DB NoSQL API operations \u2014 CRUD on documents, queries, bulk operations.", + "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1354,7 +1364,7 @@ "path": "skills/azure-data-tables-py", "category": "uncategorized", "name": "azure-data-tables-py", - "description": "NoSQL key-value store for structured data (Azure Storage Tables or Cosmos DB Table API).", + "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1364,7 +1374,7 @@ "path": "skills/azure-eventgrid-dotnet", "category": "uncategorized", "name": "azure-eventgrid-dotnet", - "description": "Client library for publishing events to Azure Event Grid topics, domains, and namespaces.", + "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1384,7 +1394,7 @@ "path": "skills/azure-eventgrid-py", "category": "uncategorized", "name": "azure-eventgrid-py", - "description": "Event routing service for building event-driven applications with pub/sub semantics.", + "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1394,7 +1404,7 @@ "path": "skills/azure-eventhub-dotnet", "category": "uncategorized", "name": "azure-eventhub-dotnet", - "description": "High-throughput event streaming SDK for sending and receiving events via Azure Event Hubs.", + "description": "Azure Event Hubs SDK for .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1414,7 +1424,7 @@ "path": "skills/azure-eventhub-py", "category": "uncategorized", "name": "azure-eventhub-py", - "description": "Big data streaming platform for high-throughput event ingestion.", + "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1424,7 +1434,7 @@ "path": "skills/azure-eventhub-rust", "category": "uncategorized", "name": "azure-eventhub-rust", - "description": "Client library for Azure Event Hubs \u2014 big data streaming platform and event ingestion service.", + "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1454,7 +1464,7 @@ "path": "skills/azure-identity-dotnet", "category": "uncategorized", "name": "azure-identity-dotnet", - "description": "Authentication library for Azure SDK clients using Microsoft Entra ID (formerly Azure AD).", + "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1474,7 +1484,7 @@ "path": "skills/azure-identity-py", "category": "uncategorized", "name": "azure-identity-py", - "description": "Authentication library for Azure SDK clients using Microsoft Entra ID (formerly Azure AD).", + "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1484,7 +1494,7 @@ "path": "skills/azure-identity-rust", "category": "uncategorized", "name": "azure-identity-rust", - "description": "Authentication library for Azure SDK clients using Microsoft Entra ID (formerly Azure AD).", + "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1504,7 +1514,7 @@ "path": "skills/azure-keyvault-certificates-rust", "category": "uncategorized", "name": "azure-keyvault-certificates-rust", - "description": "Client library for Azure Key Vault Certificates \u2014 secure storage and management of certificates.", + "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1514,7 +1524,7 @@ "path": "skills/azure-keyvault-keys-rust", "category": "uncategorized", "name": "azure-keyvault-keys-rust", - "description": "Client library for Azure Key Vault Keys \u2014 secure storage and management of cryptographic keys.", + "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1534,7 +1544,7 @@ "path": "skills/azure-keyvault-py", "category": "uncategorized", "name": "azure-keyvault-py", - "description": "Secure storage and management for secrets, cryptographic keys, and certificates.", + "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1544,7 +1554,7 @@ "path": "skills/azure-keyvault-secrets-rust", "category": "uncategorized", "name": "azure-keyvault-secrets-rust", - "description": "Client library for Azure Key Vault Secrets \u2014 secure storage for passwords, API keys, and other secrets.", + "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1564,7 +1574,7 @@ "path": "skills/azure-maps-search-dotnet", "category": "uncategorized", "name": "azure-maps-search-dotnet", - "description": "Azure Maps SDK for .NET providing location-based services: geocoding, routing, rendering, geolocation, and weather.", + "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1584,7 +1594,7 @@ "path": "skills/azure-messaging-webpubsubservice-py", "category": "uncategorized", "name": "azure-messaging-webpubsubservice-py", - "description": "Real-time messaging with WebSocket connections at scale.", + "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1594,7 +1604,7 @@ "path": "skills/azure-mgmt-apicenter-dotnet", "category": "uncategorized", "name": "azure-mgmt-apicenter-dotnet", - "description": "Centralized API inventory and governance SDK for managing APIs across your organization.", + "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1604,7 +1614,7 @@ "path": "skills/azure-mgmt-apicenter-py", "category": "uncategorized", "name": "azure-mgmt-apicenter-py", - "description": "Manage API inventory, metadata, and governance in Azure API Center.", + "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1614,7 +1624,7 @@ "path": "skills/azure-mgmt-apimanagement-dotnet", "category": "uncategorized", "name": "azure-mgmt-apimanagement-dotnet", - "description": "Management plane SDK for provisioning and managing Azure API Management resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for API Management in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1624,7 +1634,7 @@ "path": "skills/azure-mgmt-apimanagement-py", "category": "uncategorized", "name": "azure-mgmt-apimanagement-py", - "description": "Manage Azure API Management services, APIs, products, and policies.", + "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1634,7 +1644,7 @@ "path": "skills/azure-mgmt-applicationinsights-dotnet", "category": "uncategorized", "name": "azure-mgmt-applicationinsights-dotnet", - "description": "Azure Resource Manager SDK for managing Application Insights resources for application performance monitoring.", + "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1644,7 +1654,7 @@ "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet", "category": "uncategorized", "name": "azure-mgmt-arizeaiobservabilityeval-dotnet", - "description": ".NET SDK for managing Arize AI Observability and Evaluation resources on Azure.", + "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1654,7 +1664,7 @@ "path": "skills/azure-mgmt-botservice-dotnet", "category": "uncategorized", "name": "azure-mgmt-botservice-dotnet", - "description": "Management plane SDK for provisioning and managing Azure Bot Service resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1664,7 +1674,7 @@ "path": "skills/azure-mgmt-botservice-py", "category": "uncategorized", "name": "azure-mgmt-botservice-py", - "description": "Manage Azure Bot Service resources including bots, channels, and connections.", + "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1674,7 +1684,7 @@ "path": "skills/azure-mgmt-fabric-dotnet", "category": "uncategorized", "name": "azure-mgmt-fabric-dotnet", - "description": "Management plane SDK for provisioning and managing Microsoft Fabric capacity resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Fabric in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1684,7 +1694,7 @@ "path": "skills/azure-mgmt-fabric-py", "category": "uncategorized", "name": "azure-mgmt-fabric-py", - "description": "Manage Microsoft Fabric capacities and resources programmatically.", + "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1704,7 +1714,7 @@ "path": "skills/azure-mgmt-weightsandbiases-dotnet", "category": "uncategorized", "name": "azure-mgmt-weightsandbiases-dotnet", - "description": "Azure Resource Manager SDK for deploying and managing Weights & Biases ML experiment tracking instances via Azure Marketplace.", + "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1724,7 +1734,7 @@ "path": "skills/azure-monitor-ingestion-java", "category": "uncategorized", "name": "azure-monitor-ingestion-java", - "description": "Client library for sending custom logs to Azure Monitor using the Logs Ingestion API via Data Collection Rules.", + "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1734,7 +1744,7 @@ "path": "skills/azure-monitor-ingestion-py", "category": "uncategorized", "name": "azure-monitor-ingestion-py", - "description": "Send custom logs to Azure Monitor Log Analytics workspace using the Logs Ingestion API.", + "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1744,7 +1754,7 @@ "path": "skills/azure-monitor-opentelemetry-exporter-java", "category": "uncategorized", "name": "azure-monitor-opentelemetry-exporter-java", - "description": "> **\u26a0\ufe0f DEPRECATION NOTICE**: This package is deprecated. Migrate to `azure-monitor-opentelemetry-autoconfigure`. > > See [Migration Guide](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/monitor/azure-monitor-opentelemetry-exporter/MIGRATIO", + "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1754,7 +1764,7 @@ "path": "skills/azure-monitor-opentelemetry-exporter-py", "category": "uncategorized", "name": "azure-monitor-opentelemetry-exporter-py", - "description": "Low-level exporter for sending OpenTelemetry traces, metrics, and logs to Application Insights.", + "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1764,7 +1774,7 @@ "path": "skills/azure-monitor-opentelemetry-py", "category": "uncategorized", "name": "azure-monitor-opentelemetry-py", - "description": "One-line setup for Application Insights with OpenTelemetry auto-instrumentation.", + "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1784,7 +1794,7 @@ "path": "skills/azure-monitor-query-java", "category": "uncategorized", "name": "azure-monitor-query-java", - "description": "> **DEPRECATION NOTICE**: This package is deprecated in favor of: > - `azure-monitor-query-logs` \u2014 For Log Analytics queries > - `azure-monitor-query-metrics` \u2014 For metrics queries > > See migration guides: [Logs Migration](https://github.com/Azure/a", + "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1794,7 +1804,7 @@ "path": "skills/azure-monitor-query-py", "category": "uncategorized", "name": "azure-monitor-query-py", - "description": "Query logs and metrics from Azure Monitor and Log Analytics workspaces.", + "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1804,7 +1814,7 @@ "path": "skills/azure-postgres-ts", "category": "uncategorized", "name": "azure-postgres-ts", - "description": "Connect to Azure Database for PostgreSQL Flexible Server using the `pg` (node-postgres) package with support for password and Microsoft Entra ID (passwordless) authentication.", + "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1814,7 +1824,7 @@ "path": "skills/azure-resource-manager-cosmosdb-dotnet", "category": "uncategorized", "name": "azure-resource-manager-cosmosdb-dotnet", - "description": "Management plane SDK for provisioning and managing Azure Cosmos DB resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Cosmos DB in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1824,7 +1834,7 @@ "path": "skills/azure-resource-manager-durabletask-dotnet", "category": "uncategorized", "name": "azure-resource-manager-durabletask-dotnet", - "description": "Management plane SDK for provisioning and managing Azure Durable Task Scheduler resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1834,7 +1844,7 @@ "path": "skills/azure-resource-manager-mysql-dotnet", "category": "uncategorized", "name": "azure-resource-manager-mysql-dotnet", - "description": "Azure Resource Manager SDK for managing MySQL Flexible Server deployments.", + "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1844,7 +1854,7 @@ "path": "skills/azure-resource-manager-playwright-dotnet", "category": "uncategorized", "name": "azure-resource-manager-playwright-dotnet", - "description": "Management plane SDK for provisioning and managing Microsoft Playwright Testing workspaces via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1854,7 +1864,7 @@ "path": "skills/azure-resource-manager-postgresql-dotnet", "category": "uncategorized", "name": "azure-resource-manager-postgresql-dotnet", - "description": "Azure Resource Manager SDK for managing PostgreSQL Flexible Server deployments.", + "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1864,7 +1874,7 @@ "path": "skills/azure-resource-manager-redis-dotnet", "category": "uncategorized", "name": "azure-resource-manager-redis-dotnet", - "description": "Management plane SDK for provisioning and managing Azure Cache for Redis resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Redis in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1874,7 +1884,7 @@ "path": "skills/azure-resource-manager-sql-dotnet", "category": "uncategorized", "name": "azure-resource-manager-sql-dotnet", - "description": "Management plane SDK for provisioning and managing Azure SQL resources via Azure Resource Manager.", + "description": "Azure Resource Manager SDK for Azure SQL in .NET.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1884,7 +1894,7 @@ "path": "skills/azure-search-documents-dotnet", "category": "uncategorized", "name": "azure-search-documents-dotnet", - "description": "Build search applications with full-text, vector, semantic, and hybrid search capabilities.", + "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1894,7 +1904,7 @@ "path": "skills/azure-search-documents-py", "category": "uncategorized", "name": "azure-search-documents-py", - "description": "Full-text, vector, and hybrid search with AI enrichment capabilities.", + "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1914,7 +1924,7 @@ "path": "skills/azure-security-keyvault-keys-dotnet", "category": "uncategorized", "name": "azure-security-keyvault-keys-dotnet", - "description": "Client library for managing cryptographic keys in Azure Key Vault and Managed HSM.", + "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1944,7 +1954,7 @@ "path": "skills/azure-servicebus-dotnet", "category": "uncategorized", "name": "azure-servicebus-dotnet", - "description": "Enterprise messaging SDK for reliable message delivery with queues, topics, subscriptions, and sessions.", + "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1954,7 +1964,7 @@ "path": "skills/azure-servicebus-py", "category": "uncategorized", "name": "azure-servicebus-py", - "description": "Enterprise messaging for reliable cloud communication with queues and pub/sub topics.", + "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1974,7 +1984,7 @@ "path": "skills/azure-speech-to-text-rest-py", "category": "uncategorized", "name": "azure-speech-to-text-rest-py", - "description": "Simple REST API for speech-to-text transcription of short audio files (up to 60 seconds). No SDK required - just HTTP requests.", + "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -1994,7 +2004,7 @@ "path": "skills/azure-storage-blob-py", "category": "uncategorized", "name": "azure-storage-blob-py", - "description": "Client library for Azure Blob Storage \u2014 object storage for unstructured data.", + "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2004,7 +2014,7 @@ "path": "skills/azure-storage-blob-rust", "category": "uncategorized", "name": "azure-storage-blob-rust", - "description": "Client library for Azure Blob Storage \u2014 Microsoft's object storage solution for the cloud.", + "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2014,7 +2024,7 @@ "path": "skills/azure-storage-blob-ts", "category": "uncategorized", "name": "azure-storage-blob-ts", - "description": "SDK for Azure Blob Storage operations \u2014 upload, download, list, and manage blobs and containers.", + "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2024,7 +2034,7 @@ "path": "skills/azure-storage-file-datalake-py", "category": "uncategorized", "name": "azure-storage-file-datalake-py", - "description": "Hierarchical file system for big data analytics workloads.", + "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2034,7 +2044,7 @@ "path": "skills/azure-storage-file-share-py", "category": "uncategorized", "name": "azure-storage-file-share-py", - "description": "Manage SMB file shares for cloud-native and lift-and-shift scenarios.", + "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2044,7 +2054,7 @@ "path": "skills/azure-storage-file-share-ts", "category": "uncategorized", "name": "azure-storage-file-share-ts", - "description": "SDK for Azure File Share operations \u2014 SMB file shares, directories, and file operations.", + "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2054,7 +2064,7 @@ "path": "skills/azure-storage-queue-py", "category": "uncategorized", "name": "azure-storage-queue-py", - "description": "Simple, cost-effective message queuing for asynchronous communication.", + "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2064,7 +2074,7 @@ "path": "skills/azure-storage-queue-ts", "category": "uncategorized", "name": "azure-storage-queue-ts", - "description": "SDK for Azure Queue Storage operations \u2014 send, receive, peek, and manage messages in queues.", + "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2084,7 +2094,7 @@ "path": "skills/backend-architect", "category": "uncategorized", "name": "backend-architect", - "description": "You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.", + "description": "Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2114,7 +2124,7 @@ "path": "skills/backend-security-coder", "category": "uncategorized", "name": "backend-security-coder", - "description": "- Working on backend security coder tasks or workflows - Needing guidance, best practices, or checklists for backend security coder", + "description": "Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2184,7 +2194,7 @@ "path": "skills/bash-pro", "category": "uncategorized", "name": "bash-pro", - "description": "- Writing or reviewing Bash scripts for automation, CI/CD, or ops - Hardening shell scripts for safety and portability", + "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2284,7 +2294,7 @@ "path": "skills/blockchain-developer", "category": "uncategorized", "name": "blockchain-developer", - "description": "- Working on blockchain developer tasks or workflows - Needing guidance, best practices, or checklists for blockchain developer", + "description": "Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2414,7 +2424,7 @@ "path": "skills/business-analyst", "category": "uncategorized", "name": "business-analyst", - "description": "- Working on business analyst tasks or workflows - Needing guidance, best practices, or checklists for business analyst", + "description": "Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2454,7 +2464,7 @@ "path": "skills/c4-code", "category": "uncategorized", "name": "c4-code", - "description": "- Working on c4 code level: [directory name] tasks or workflows - Needing guidance, best practices, or checklists for c4 code level: [directory name]", + "description": "Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2464,7 +2474,7 @@ "path": "skills/c4-component", "category": "uncategorized", "name": "c4-component", - "description": "- Working on c4 component level: [component name] tasks or workflows - Needing guidance, best practices, or checklists for c4 component level: [component name]", + "description": "Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2474,7 +2484,7 @@ "path": "skills/c4-container", "category": "uncategorized", "name": "c4-container", - "description": "- Working on c4 container level: system deployment tasks or workflows - Needing guidance, best practices, or checklists for c4 container level: system deployment", + "description": "Expert C4 Container-level documentation specialist.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2484,7 +2494,7 @@ "path": "skills/c4-context", "category": "uncategorized", "name": "c4-context", - "description": "- Working on c4 context level: system context tasks or workflows - Needing guidance, best practices, or checklists for c4 context level: system context", + "description": "Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2544,7 +2554,7 @@ "path": "skills/carrier-relationship-management", "category": "uncategorized", "name": "carrier-relationship-management", - "description": "Use this skill when building and managing a carrier network, conducting freight RFPs, negotiating linehaul and accessorial rates, tracking carrier KPIs via scorecards, or ensuring regulatory compliance of transportation partners.", + "description": "Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -2794,7 +2804,7 @@ "path": "skills/cloud-architect", "category": "uncategorized", "name": "cloud-architect", - "description": "- Working on cloud architect tasks or workflows - Needing guidance, best practices, or checklists for cloud architect", + "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -2994,7 +3004,7 @@ "path": "skills/competitive-landscape", "category": "uncategorized", "name": "competitive-landscape", - "description": "Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.", + "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3104,7 +3114,7 @@ "path": "skills/conductor-setup", "category": "uncategorized", "name": "conductor-setup", - "description": "Initialize or resume Conductor project setup. This command creates foundational project documentation through interactive Q&A.", + "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3124,7 +3134,7 @@ "path": "skills/conductor-validator", "category": "uncategorized", "name": "conductor-validator", - "description": "ls -la conductor/", + "description": "Validates Conductor project artifacts for completeness,\nconsistency, and correctness. Use after setup, when diagnosing issues, or\nbefore implementation to verify project context.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3154,7 +3164,7 @@ "path": "skills/content-marketer", "category": "uncategorized", "name": "content-marketer", - "description": "- Working on content marketer tasks or workflows - Needing guidance, best practices, or checklists for content marketer", + "description": "Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3184,7 +3194,7 @@ "path": "skills/context-driven-development", "category": "uncategorized", "name": "context-driven-development", - "description": "Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.", + "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3224,7 +3234,7 @@ "path": "skills/context-manager", "category": "uncategorized", "name": "context-manager", - "description": "- Working on context manager tasks or workflows - Needing guidance, best practices, or checklists for context manager", + "description": "Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3344,7 +3354,7 @@ "path": "skills/cpp-pro", "category": "uncategorized", "name": "cpp-pro", - "description": "- Working on cpp pro tasks or workflows - Needing guidance, best practices, or checklists for cpp pro", + "description": "Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3384,7 +3394,7 @@ "path": "skills/crypto-bd-agent", "category": "uncategorized", "name": "crypto-bd-agent", - "description": "> Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges.", + "description": "Autonomous crypto business development patterns \u2014 multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...", "risk": "safe", "source": "community", "date_added": "2026-02-27" @@ -3394,7 +3404,7 @@ "path": "skills/csharp-pro", "category": "uncategorized", "name": "csharp-pro", - "description": "- Working on csharp pro tasks or workflows - Needing guidance, best practices, or checklists for csharp pro", + "description": "Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3414,7 +3424,7 @@ "path": "skills/customer-support", "category": "uncategorized", "name": "customer-support", - "description": "- Working on customer support tasks or workflows - Needing guidance, best practices, or checklists for customer support", + "description": "Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3424,7 +3434,7 @@ "path": "skills/customs-trade-compliance", "category": "uncategorized", "name": "customs-trade-compliance", - "description": "Use this skill when navigating international trade regulations, classifying goods under HS codes, determining appropriate Incoterms, managing import/export documentation, or optimizing customs duty payments through Free Trade Agreements.", + "description": "Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -3444,7 +3454,7 @@ "path": "skills/data-engineer", "category": "uncategorized", "name": "data-engineer", - "description": "You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.", + "description": "Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3484,7 +3494,7 @@ "path": "skills/data-scientist", "category": "uncategorized", "name": "data-scientist", - "description": "- Working on data scientist tasks or workflows - Needing guidance, best practices, or checklists for data scientist", + "description": "Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3524,7 +3534,7 @@ "path": "skills/database-admin", "category": "uncategorized", "name": "database-admin", - "description": "- Working on database admin tasks or workflows - Needing guidance, best practices, or checklists for database admin", + "description": "Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3534,7 +3544,7 @@ "path": "skills/database-architect", "category": "uncategorized", "name": "database-architect", - "description": "You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.", + "description": "Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3594,7 +3604,7 @@ "path": "skills/database-optimizer", "category": "uncategorized", "name": "database-optimizer", - "description": "- Working on database optimizer tasks or workflows - Needing guidance, best practices, or checklists for database optimizer", + "description": "Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3684,7 +3694,7 @@ "path": "skills/debugger", "category": "uncategorized", "name": "debugger", - "description": "- Working on debugger tasks or workflows - Needing guidance, best practices, or checklists for debugger", + "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3754,7 +3764,7 @@ "path": "skills/deployment-engineer", "category": "uncategorized", "name": "deployment-engineer", - "description": "You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.", + "description": "Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3824,7 +3834,7 @@ "path": "skills/devops-troubleshooter", "category": "uncategorized", "name": "devops-troubleshooter", - "description": "- Working on devops troubleshooter tasks or workflows - Needing guidance, best practices, or checklists for devops troubleshooter", + "description": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3884,7 +3894,7 @@ "path": "skills/django-pro", "category": "uncategorized", "name": "django-pro", - "description": "- Working on django pro tasks or workflows - Needing guidance, best practices, or checklists for django pro", + "description": "Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3914,7 +3924,7 @@ "path": "skills/docs-architect", "category": "uncategorized", "name": "docs-architect", - "description": "- Working on docs architect tasks or workflows - Needing guidance, best practices, or checklists for docs architect", + "description": "Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -3984,7 +3994,7 @@ "path": "skills/dotnet-architect", "category": "uncategorized", "name": "dotnet-architect", - "description": "- Working on dotnet architect tasks or workflows - Needing guidance, best practices, or checklists for dotnet architect", + "description": "Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4034,7 +4044,7 @@ "path": "skills/dx-optimizer", "category": "uncategorized", "name": "dx-optimizer", - "description": "- Working on dx optimizer tasks or workflows - Needing guidance, best practices, or checklists for dx optimizer", + "description": "Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4064,7 +4074,7 @@ "path": "skills/elixir-pro", "category": "uncategorized", "name": "elixir-pro", - "description": "- Working on elixir pro tasks or workflows - Needing guidance, best practices, or checklists for elixir pro", + "description": "Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4084,7 +4094,7 @@ "path": "skills/email-systems", "category": "uncategorized", "name": "email-systems", - "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...", + "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...", "risk": "unknown", "source": "vibeship-spawner-skills (Apache 2.0)", "date_added": "2026-02-27" @@ -4114,7 +4124,7 @@ "path": "skills/energy-procurement", "category": "uncategorized", "name": "energy-procurement", - "description": "Use this skill when managing energy procurement tasks, such as optimizing electricity or gas tariffs, evaluating Power Purchase Agreements (PPAs), or developing long-term energy cost management strategies for commercial or industrial facilities.", + "description": "Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy cost management.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -4164,7 +4174,7 @@ "path": "skills/error-detective", "category": "uncategorized", "name": "error-detective", - "description": "- Working on error detective tasks or workflows - Needing guidance, best practices, or checklists for error detective", + "description": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4344,7 +4354,7 @@ "path": "skills/fastapi-pro", "category": "uncategorized", "name": "fastapi-pro", - "description": "- Working on fastapi pro tasks or workflows - Needing guidance, best practices, or checklists for fastapi pro", + "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4464,7 +4474,7 @@ "path": "skills/firmware-analyst", "category": "uncategorized", "name": "firmware-analyst", - "description": "wget http://vendor.com/firmware/update.bin", + "description": "Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4484,7 +4494,7 @@ "path": "skills/flutter-expert", "category": "uncategorized", "name": "flutter-expert", - "description": "- Working on flutter expert tasks or workflows - Needing guidance, best practices, or checklists for flutter expert", + "description": "Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4494,7 +4504,7 @@ "path": "skills/form-cro", "category": "uncategorized", "name": "form-cro", - "description": "You are an expert in **form optimization and friction reduction**. Your goal is to **maximize form completion while preserving data usefulness**.", + "description": "Optimize any form that is NOT signup or account registration \u2014 including lead capture, contact, demo request, application, survey, quote, and checkout forms.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4614,7 +4624,7 @@ "path": "skills/frontend-developer", "category": "uncategorized", "name": "frontend-developer", - "description": "You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.", + "description": "Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4644,7 +4654,7 @@ "path": "skills/frontend-security-coder", "category": "uncategorized", "name": "frontend-security-coder", - "description": "- Working on frontend security coder tasks or workflows - Needing guidance, best practices, or checklists for frontend security coder", + "description": "Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -4944,7 +4954,7 @@ "path": "skills/golang-pro", "category": "uncategorized", "name": "golang-pro", - "description": "You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.", + "description": "Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5014,7 +5024,7 @@ "path": "skills/graphql-architect", "category": "uncategorized", "name": "graphql-architect", - "description": "- Working on graphql architect tasks or workflows - Needing guidance, best practices, or checklists for graphql architect", + "description": "Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5074,7 +5084,7 @@ "path": "skills/hig-components-content", "category": "uncategorized", "name": "hig-components-content", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple Human Interface Guidelines for content display components.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5084,7 +5094,7 @@ "path": "skills/hig-components-controls", "category": "uncategorized", "name": "hig-components-controls", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5094,7 +5104,7 @@ "path": "skills/hig-components-dialogs", "category": "uncategorized", "name": "hig-components-dialogs", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5104,7 +5114,7 @@ "path": "skills/hig-components-layout", "category": "uncategorized", "name": "hig-components-layout", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple Human Interface Guidelines for layout and navigation components.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5114,7 +5124,7 @@ "path": "skills/hig-components-menus", "category": "uncategorized", "name": "hig-components-menus", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5124,7 +5134,7 @@ "path": "skills/hig-components-search", "category": "uncategorized", "name": "hig-components-search", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5134,7 +5144,7 @@ "path": "skills/hig-components-status", "category": "uncategorized", "name": "hig-components-status", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5144,7 +5154,7 @@ "path": "skills/hig-components-system", "category": "uncategorized", "name": "hig-components-system", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5154,7 +5164,7 @@ "path": "skills/hig-foundations", "category": "uncategorized", "name": "hig-foundations", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple Human Interface Guidelines design foundations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5164,7 +5174,7 @@ "path": "skills/hig-inputs", "category": "uncategorized", "name": "hig-inputs", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5174,7 +5184,7 @@ "path": "skills/hig-patterns", "category": "uncategorized", "name": "hig-patterns", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple Human Interface Guidelines interaction and UX patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5184,7 +5194,7 @@ "path": "skills/hig-platforms", "category": "uncategorized", "name": "hig-platforms", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple Human Interface Guidelines for platform-specific design.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5194,7 +5204,7 @@ "path": "skills/hig-project-context", "category": "uncategorized", "name": "hig-project-context", - "description": "Create and maintain `.claude/apple-design-context.md` so other HIG skills can skip redundant questions.", + "description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5204,7 +5214,7 @@ "path": "skills/hig-technologies", "category": "uncategorized", "name": "hig-technologies", - "description": "Check for `.claude/apple-design-context.md` before asking questions. Use existing context and only ask for information not already covered.", + "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5224,7 +5234,7 @@ "path": "skills/hr-pro", "category": "uncategorized", "name": "hr-pro", - "description": "- Working on hr pro tasks or workflows - Needing guidance, best practices, or checklists for hr pro", + "description": "Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5284,7 +5294,7 @@ "path": "skills/hybrid-cloud-architect", "category": "uncategorized", "name": "hybrid-cloud-architect", - "description": "- Working on hybrid cloud architect tasks or workflows - Needing guidance, best practices, or checklists for hybrid cloud architect", + "description": "Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5334,7 +5344,7 @@ "path": "skills/imagen", "category": "uncategorized", "name": "imagen", - "description": "This skill generates images using Google Gemini's image generation model (`gemini-3-pro-image-preview`). It enables seamless image creation during any Claude Code session - whether you're building frontend UIs, creating documentation, or need visual", + "description": "AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.", "risk": "safe", "source": "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen", "date_added": "2026-02-27" @@ -5354,7 +5364,7 @@ "path": "skills/incident-responder", "category": "uncategorized", "name": "incident-responder", - "description": "- Working on incident responder tasks or workflows - Needing guidance, best practices, or checklists for incident responder", + "description": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5464,7 +5474,7 @@ "path": "skills/inventory-demand-planning", "category": "uncategorized", "name": "inventory-demand-planning", - "description": "Use this skill when forecasting product demand, calculating optimal safety stock levels, planning inventory replenishment cycles, estimating the impact of retail promotions, or conducting ABC/XYZ inventory segmentation.", + "description": "Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -5474,7 +5484,7 @@ "path": "skills/ios-developer", "category": "uncategorized", "name": "ios-developer", - "description": "- Working on ios developer tasks or workflows - Needing guidance, best practices, or checklists for ios developer", + "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5504,7 +5514,7 @@ "path": "skills/java-pro", "category": "uncategorized", "name": "java-pro", - "description": "- Working on java pro tasks or workflows - Needing guidance, best practices, or checklists for java pro", + "description": "Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5524,7 +5534,7 @@ "path": "skills/javascript-pro", "category": "uncategorized", "name": "javascript-pro", - "description": "You are a JavaScript expert specializing in modern JS and async programming.", + "description": "Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5564,7 +5574,7 @@ "path": "skills/julia-pro", "category": "uncategorized", "name": "julia-pro", - "description": "- Working on julia pro tasks or workflows - Needing guidance, best practices, or checklists for julia pro", + "description": "Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5634,7 +5644,7 @@ "path": "skills/kubernetes-architect", "category": "uncategorized", "name": "kubernetes-architect", - "description": "You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.", + "description": "Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5724,7 +5734,7 @@ "path": "skills/legacy-modernizer", "category": "uncategorized", "name": "legacy-modernizer", - "description": "- Working on legacy modernizer tasks or workflows - Needing guidance, best practices, or checklists for legacy modernizer", + "description": "Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5734,7 +5744,7 @@ "path": "skills/legal-advisor", "category": "uncategorized", "name": "legal-advisor", - "description": "- Working on legal advisor tasks or workflows - Needing guidance, best practices, or checklists for legal advisor", + "description": "Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5894,7 +5904,7 @@ "path": "skills/logistics-exception-management", "category": "uncategorized", "name": "logistics-exception-management", - "description": "Use this skill when dealing with deviations from planned logistics operations, such as transit delays, damaged shipments, lost cargo, or when initiating and managing claims and disputes with freight carriers.", + "description": "Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -5914,7 +5924,7 @@ "path": "skills/m365-agents-dotnet", "category": "uncategorized", "name": "m365-agents-dotnet", - "description": "Build enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft.Agents SDK with ASP.NET Core hosting, agent routing, and MSAL-based authentication.", + "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5924,7 +5934,7 @@ "path": "skills/m365-agents-py", "category": "uncategorized", "name": "m365-agents-py", - "description": "Build enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft Agents SDK with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based authentication.", + "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5934,7 +5944,7 @@ "path": "skills/m365-agents-ts", "category": "uncategorized", "name": "m365-agents-ts", - "description": "Build enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft 365 Agents SDK with Express hosting, AgentApplication routing, streaming responses, and Copilot Studio client integrations.", + "description": "Microsoft 365 Agents SDK for TypeScript/Node.js.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -5984,7 +5994,7 @@ "path": "skills/malware-analyst", "category": "uncategorized", "name": "malware-analyst", - "description": "file sample.exe sha256sum sample.exe", + "description": "Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6004,7 +6014,7 @@ "path": "skills/market-sizing-analysis", "category": "uncategorized", "name": "market-sizing-analysis", - "description": "Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.", + "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6084,7 +6094,7 @@ "path": "skills/mermaid-expert", "category": "uncategorized", "name": "mermaid-expert", - "description": "- Working on mermaid expert tasks or workflows - Needing guidance, best practices, or checklists for mermaid expert", + "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6124,7 +6134,7 @@ "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet", "category": "uncategorized", "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet", - "description": "Azure Functions extension for handling Microsoft Entra ID custom authentication events.", + "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6144,7 +6154,7 @@ "path": "skills/minecraft-bukkit-pro", "category": "uncategorized", "name": "minecraft-bukkit-pro", - "description": "- Working on minecraft bukkit pro tasks or workflows - Needing guidance, best practices, or checklists for minecraft bukkit pro", + "description": "Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6174,7 +6184,7 @@ "path": "skills/ml-engineer", "category": "uncategorized", "name": "ml-engineer", - "description": "- Working on ml engineer tasks or workflows - Needing guidance, best practices, or checklists for ml engineer", + "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6194,7 +6204,7 @@ "path": "skills/mlops-engineer", "category": "uncategorized", "name": "mlops-engineer", - "description": "- Working on mlops engineer tasks or workflows - Needing guidance, best practices, or checklists for mlops engineer", + "description": "Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6214,7 +6224,7 @@ "path": "skills/mobile-developer", "category": "uncategorized", "name": "mobile-developer", - "description": "- Working on mobile developer tasks or workflows - Needing guidance, best practices, or checklists for mobile developer", + "description": "Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6234,7 +6244,7 @@ "path": "skills/mobile-security-coder", "category": "uncategorized", "name": "mobile-security-coder", - "description": "- Working on mobile security coder tasks or workflows - Needing guidance, best practices, or checklists for mobile security coder", + "description": "Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6444,7 +6454,7 @@ "path": "skills/network-engineer", "category": "uncategorized", "name": "network-engineer", - "description": "- Working on network engineer tasks or workflows - Needing guidance, best practices, or checklists for network engineer", + "description": "Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6564,7 +6574,7 @@ "path": "skills/observability-engineer", "category": "uncategorized", "name": "observability-engineer", - "description": "You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.", + "description": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6704,7 +6714,7 @@ "path": "skills/page-cro", "category": "uncategorized", "name": "page-cro", - "description": "You are an expert in **page-level conversion optimization**. Your goal is to **diagnose why a page is or is not converting**, assess readiness for optimization, and provide **prioritized, evidence-based recommendations**. You do **not** guarantee con", + "description": "Analyze and optimize individual pages for conversion performance.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6744,7 +6754,7 @@ "path": "skills/payment-integration", "category": "uncategorized", "name": "payment-integration", - "description": "- Working on payment integration tasks or workflows - Needing guidance, best practices, or checklists for payment integration", + "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6874,7 +6884,7 @@ "path": "skills/php-pro", "category": "uncategorized", "name": "php-pro", - "description": "- Working on php pro tasks or workflows - Needing guidance, best practices, or checklists for php pro", + "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -6954,7 +6964,7 @@ "path": "skills/posix-shell-pro", "category": "uncategorized", "name": "posix-shell-pro", - "description": "- Working on posix shell pro tasks or workflows - Needing guidance, best practices, or checklists for posix shell pro", + "description": "Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7094,7 +7104,7 @@ "path": "skills/production-scheduling", "category": "uncategorized", "name": "production-scheduling", - "description": "Use this skill when planning manufacturing operations, sequencing jobs to minimize changeover times, balancing production lines, resolving factory bottlenecks, or responding to unexpected equipment downtime and supply disruptions.", + "description": "Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -7104,7 +7114,7 @@ "path": "skills/programmatic-seo", "category": "uncategorized", "name": "programmatic-seo", - "description": "---", + "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7264,7 +7274,7 @@ "path": "skills/python-pro", "category": "uncategorized", "name": "python-pro", - "description": "You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.", + "description": "Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7284,7 +7294,7 @@ "path": "skills/quality-nonconformance", "category": "uncategorized", "name": "quality-nonconformance", - "description": "Use this skill when investigating product defects or process deviations, performing root cause analysis (RCA), managing Corrective and Preventive Actions (CAPA), interpreting Statistical Process Control (SPC) data, or auditing supplier quality.", + "description": "Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -7294,7 +7304,7 @@ "path": "skills/quant-analyst", "category": "uncategorized", "name": "quant-analyst", - "description": "- Working on quant analyst tasks or workflows - Needing guidance, best practices, or checklists for quant analyst", + "description": "Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7474,7 +7484,7 @@ "path": "skills/reference-builder", "category": "uncategorized", "name": "reference-builder", - "description": "- Working on reference builder tasks or workflows - Needing guidance, best practices, or checklists for reference builder", + "description": "Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7534,7 +7544,7 @@ "path": "skills/returns-reverse-logistics", "category": "uncategorized", "name": "returns-reverse-logistics", - "description": "Use this skill when managing the product return lifecycle, including authorization, physical inspection, making disposition decisions (e.g., restock vs. liquidator), detecting return fraud, or processing warranty claims.", + "description": "Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.", "risk": "safe", "source": "https://github.com/ai-evos/agent-skills", "date_added": "2026-02-27" @@ -7544,7 +7554,7 @@ "path": "skills/reverse-engineer", "category": "uncategorized", "name": "reverse-engineer", - "description": "- IDAPython (IDA Pro scripting) - Ghidra scripting (Java/Python via Jython) - r2pipe (radare2 Python API) - pwntools (CTF/exploitation toolkit) - capstone (disassembly framework) - keystone (assembly framework) - unicorn (CPU emulator framework) - an", + "description": "Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7554,7 +7564,7 @@ "path": "skills/risk-manager", "category": "uncategorized", "name": "risk-manager", - "description": "- Working on risk manager tasks or workflows - Needing guidance, best practices, or checklists for risk manager", + "description": "Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7574,7 +7584,7 @@ "path": "skills/ruby-pro", "category": "uncategorized", "name": "ruby-pro", - "description": "- Working on ruby pro tasks or workflows - Needing guidance, best practices, or checklists for ruby pro", + "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7594,7 +7604,7 @@ "path": "skills/rust-pro", "category": "uncategorized", "name": "rust-pro", - "description": "You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.", + "description": "Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7614,7 +7624,7 @@ "path": "skills/sales-automator", "category": "uncategorized", "name": "sales-automator", - "description": "- Working on sales automator tasks or workflows - Needing guidance, best practices, or checklists for sales automator", + "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7654,7 +7664,7 @@ "path": "skills/scala-pro", "category": "uncategorized", "name": "scala-pro", - "description": "- Working on scala pro tasks or workflows - Needing guidance, best practices, or checklists for scala pro", + "description": "Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7674,7 +7684,7 @@ "path": "skills/schema-markup", "category": "uncategorized", "name": "schema-markup", - "description": "---", + "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7744,7 +7754,7 @@ "path": "skills/security-auditor", "category": "uncategorized", "name": "security-auditor", - "description": "You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.", + "description": "Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7804,7 +7814,7 @@ "path": "skills/security-scanning-security-sast", "category": "uncategorized", "name": "security-scanning-security-sast", - "description": "Static Application Security Testing (SAST) for comprehensive code vulnerability detection across multiple languages, frameworks, and security patterns.", + "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7874,7 +7884,7 @@ "path": "skills/seo-audit", "category": "uncategorized", "name": "seo-audit", - "description": "You are an **SEO diagnostic specialist**. Your role is to **identify, explain, and prioritize SEO issues** that affect organic visibility\u2014**not to implement fixes unless explicitly requested**.", + "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7884,7 +7894,7 @@ "path": "skills/seo-authority-builder", "category": "uncategorized", "name": "seo-authority-builder", - "description": "- Working on seo authority builder tasks or workflows - Needing guidance, best practices, or checklists for seo authority builder", + "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7894,7 +7904,7 @@ "path": "skills/seo-cannibalization-detector", "category": "uncategorized", "name": "seo-cannibalization-detector", - "description": "- Working on seo cannibalization detector tasks or workflows - Needing guidance, best practices, or checklists for seo cannibalization detector", + "description": "Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7904,7 +7914,7 @@ "path": "skills/seo-content-auditor", "category": "uncategorized", "name": "seo-content-auditor", - "description": "- Working on seo content auditor tasks or workflows - Needing guidance, best practices, or checklists for seo content auditor", + "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7914,7 +7924,7 @@ "path": "skills/seo-content-planner", "category": "uncategorized", "name": "seo-content-planner", - "description": "- Working on seo content planner tasks or workflows - Needing guidance, best practices, or checklists for seo content planner", + "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7924,7 +7934,7 @@ "path": "skills/seo-content-refresher", "category": "uncategorized", "name": "seo-content-refresher", - "description": "- Working on seo content refresher tasks or workflows - Needing guidance, best practices, or checklists for seo content refresher", + "description": "Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7934,7 +7944,7 @@ "path": "skills/seo-content-writer", "category": "uncategorized", "name": "seo-content-writer", - "description": "- Working on seo content writer tasks or workflows - Needing guidance, best practices, or checklists for seo content writer", + "description": "Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7954,7 +7964,7 @@ "path": "skills/seo-fundamentals", "category": "uncategorized", "name": "seo-fundamentals", - "description": "---", + "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7964,7 +7974,7 @@ "path": "skills/seo-keyword-strategist", "category": "uncategorized", "name": "seo-keyword-strategist", - "description": "- Working on seo keyword strategist tasks or workflows - Needing guidance, best practices, or checklists for seo keyword strategist", + "description": "Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7974,7 +7984,7 @@ "path": "skills/seo-meta-optimizer", "category": "uncategorized", "name": "seo-meta-optimizer", - "description": "- Working on seo meta optimizer tasks or workflows - Needing guidance, best practices, or checklists for seo meta optimizer", + "description": "Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7984,7 +7994,7 @@ "path": "skills/seo-snippet-hunter", "category": "uncategorized", "name": "seo-snippet-hunter", - "description": "- Working on seo snippet hunter tasks or workflows - Needing guidance, best practices, or checklists for seo snippet hunter", + "description": "Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -7994,7 +8004,7 @@ "path": "skills/seo-structure-architect", "category": "uncategorized", "name": "seo-structure-architect", - "description": "- Working on seo structure architect tasks or workflows - Needing guidance, best practices, or checklists for seo structure architect", + "description": "Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8094,7 +8104,7 @@ "path": "skills/shopify-development", "category": "uncategorized", "name": "shopify-development", - "description": "Use this skill when the user asks about:", + "description": "Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8284,7 +8294,7 @@ "path": "skills/sql-pro", "category": "uncategorized", "name": "sql-pro", - "description": "You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.", + "description": "Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8324,7 +8334,7 @@ "path": "skills/startup-analyst", "category": "uncategorized", "name": "startup-analyst", - "description": "- Working on startup analyst tasks or workflows - Needing guidance, best practices, or checklists for startup analyst", + "description": "Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8334,7 +8344,7 @@ "path": "skills/startup-business-analyst-business-case", "category": "uncategorized", "name": "startup-business-analyst-business-case", - "description": "Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask for startup fundraising and strategic planning.", + "description": "Generate comprehensive investor-ready business case document with\nmarket, solution, financials, and strategy\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8344,7 +8354,7 @@ "path": "skills/startup-business-analyst-financial-projections", "category": "uncategorized", "name": "startup-business-analyst-financial-projections", - "description": "Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising.", + "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8354,7 +8364,7 @@ "path": "skills/startup-business-analyst-market-opportunity", "category": "uncategorized", "name": "startup-business-analyst-market-opportunity", - "description": "Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies.", + "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations\n", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8364,7 +8374,7 @@ "path": "skills/startup-financial-modeling", "category": "uncategorized", "name": "startup-financial-modeling", - "description": "Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.", + "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8374,7 +8384,7 @@ "path": "skills/startup-metrics-framework", "category": "uncategorized", "name": "startup-metrics-framework", - "description": "Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.", + "description": "This skill should be used when the user asks about \\\\\\\"key startup metrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\", \"rule of 40\", \"marketplace metrics\", or requests...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8514,7 +8524,7 @@ "path": "skills/tdd-orchestrator", "category": "uncategorized", "name": "tdd-orchestrator", - "description": "- Working on tdd orchestrator tasks or workflows - Needing guidance, best practices, or checklists for tdd orchestrator", + "description": "Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8594,7 +8604,7 @@ "path": "skills/team-composition-analysis", "category": "uncategorized", "name": "team-composition-analysis", - "description": "Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.", + "description": "This skill should be used when the user asks to \\\\\\\"plan team structure\", \"determine hiring needs\", \"design org chart\", \"calculate compensation\", \"plan equity allocation\", or requests...", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8654,7 +8664,7 @@ "path": "skills/temporal-python-pro", "category": "uncategorized", "name": "temporal-python-pro", - "description": "- Working on temporal python pro tasks or workflows - Needing guidance, best practices, or checklists for temporal python pro", + "description": "Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8714,7 +8724,7 @@ "path": "skills/terraform-specialist", "category": "uncategorized", "name": "terraform-specialist", - "description": "You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.", + "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8724,7 +8734,7 @@ "path": "skills/test-automator", "category": "uncategorized", "name": "test-automator", - "description": "- Working on test automator tasks or workflows - Needing guidance, best practices, or checklists for test automator", + "description": "Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8854,7 +8864,7 @@ "path": "skills/track-management", "category": "uncategorized", "name": "track-management", - "description": "Guide for creating, managing, and completing Conductor tracks - the logical work units that organize features, bugs, and refactors through specification, planning, and implementation phases.", + "description": "Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8894,7 +8904,7 @@ "path": "skills/tutorial-engineer", "category": "uncategorized", "name": "tutorial-engineer", - "description": "- Working on tutorial engineer tasks or workflows - Needing guidance, best practices, or checklists for tutorial engineer", + "description": "Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8934,7 +8944,7 @@ "path": "skills/typescript-expert", "category": "framework", "name": "typescript-expert", - "description": "You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices.", + "description": "TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8944,7 +8954,7 @@ "path": "skills/typescript-pro", "category": "uncategorized", "name": "typescript-pro", - "description": "You are a TypeScript expert specializing in advanced typing and enterprise-grade development.", + "description": "Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8964,7 +8974,7 @@ "path": "skills/ui-ux-designer", "category": "uncategorized", "name": "ui-ux-designer", - "description": "- Working on ui ux designer tasks or workflows - Needing guidance, best practices, or checklists for ui ux designer", + "description": "Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -8984,7 +8994,7 @@ "path": "skills/ui-visual-validator", "category": "uncategorized", "name": "ui-visual-validator", - "description": "- Working on ui visual validator tasks or workflows - Needing guidance, best practices, or checklists for ui visual validator", + "description": "Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -9004,7 +9014,7 @@ "path": "skills/unity-developer", "category": "uncategorized", "name": "unity-developer", - "description": "- Working on unity developer tasks or workflows - Needing guidance, best practices, or checklists for unity developer", + "description": "Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -9177,7 +9187,7 @@ "description": "Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.", "risk": "safe", "source": "original", - "date_added": null + "date_added": "2026-02-28" }, { "id": "videodb-skills", @@ -9514,7 +9524,7 @@ "path": "skills/workflow-patterns", "category": "uncategorized", "name": "workflow-patterns", - "description": "Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation.", + "description": "Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.", "risk": "unknown", "source": "community", "date_added": "2026-02-27" @@ -9569,6 +9579,16 @@ "source": "https://github.com/wshuyi/x-article-publisher-skill", "date_added": "2026-02-27" }, + { + "id": "x-twitter-scraper", + "path": "skills/x-twitter-scraper", + "category": "data", + "name": "x-twitter-scraper", + "description": "X (Twitter) data platform skill \u2014 tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.", + "risk": "safe", + "source": "community", + "date_added": "2026-02-28" + }, { "id": "xlsx-official", "path": "skills/xlsx-official",