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refactor: flatten Microsoft skills from nested to flat directory structure

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Rewrote sync_microsoft_skills.py (v4) to use each SKILL.md's frontmatter
'name' field as the flat directory name under skills/, replacing the nested
skills/official/microsoft/<lang>/<category>/<service>/ hierarchy.

This fixes CI failures caused by the indexing, validation, and catalog
scripts expecting skills/<id>/SKILL.md (depth 1).

Changes:
- Rewrite scripts/sync_microsoft_skills.py for flat output with collision detection
- Update scripts/tests/inspect_microsoft_repo.py for flat name mapping
- Update scripts/tests/test_comprehensive_coverage.py for name uniqueness checks
- Delete skills/official/ nested directory
- Add 129 Microsoft skills as flat directories (e.g. skills/azure-mgmt-botservice-dotnet/)
- Move attribution files to docs/ (LICENSE-MICROSOFT, microsoft-skills-attribution.json)
- Rebuild skills_index.json, CATALOG.md, README.md (845 total skills)
This commit is contained in:
Ahmed Rehan
2026-02-12 00:07:15 +05:00
parent e06454dafd
commit e7ae616385
142 changed files with 5683 additions and 6097 deletions
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348
CATALOG.md
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@@ -1,6 +1,6 @@
# Skill Catalog
Generated at: 2026-02-11T16:18:46.125Z
Generated at: 2026-02-08T00:00:00.000Z
Total skills: 845
@@ -51,7 +51,6 @@ Total skills: 845
| `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, selection |
| `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 |
| `nx-workspace-patterns` | Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected com... | nx, workspace | nx, workspace, configure, optimize, monorepo, workspaces, setting, up, configuring, boundaries, optimizing, caching |
| `official/microsoft/plugins/wiki-architect` | Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate doc... | official/microsoft/plugins/wiki | official/microsoft/plugins/wiki, wiki, architect, analyzes, code, repositories, generates, hierarchical, documentation, structures, onboarding, guides |
| `on-call-handoff-patterns` | Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting s... | on, call, handoff | on, call, handoff, shift, handoffs, context, transfer, escalation, procedures, documentation, transitioning, responsibilities |
| `parallel-agents` | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multi... | parallel, agents | parallel, agents, multi, agent, orchestration, multiple, independent, tasks, run, different, domain, expertise |
| `powershell-windows` | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | powershell, windows | powershell, windows, critical, pitfalls, operator, syntax, error, handling |
@@ -69,6 +68,7 @@ Total skills: 845
| `tool-design` | Build tools that agents can use effectively, including architectural reduction patterns | | agents, effectively, including, architectural, reduction |
| `unreal-engine-cpp-pro` | Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices. | unreal, engine, cpp | unreal, engine, cpp, pro, development, covering, uobject, hygiene, performance |
| `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 |
| `wiki-architect` | Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate doc... | wiki | wiki, architect, analyzes, code, repositories, generates, hierarchical, documentation, structures, onboarding, guides, user |
| `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` | 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 |
@@ -120,8 +120,11 @@ Total skills: 845
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
| `agent-framework-azure-ai-py` | Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgen... | agent, framework, azure, ai, py | agent, framework, azure, ai, py, foundry, agents, microsoft, python, sdk, creating, persistent |
| `agent-memory-mcp` | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | agent, memory, mcp | agent, memory, mcp, hybrid, provides, persistent, searchable, knowledge, ai, agents, architecture, decisions |
| `agent-tool-builder` | Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently... | agent, builder | agent, builder, how, ai, agents, interact, world, well, designed, difference, between, works |
| `agents-v2-py` | Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition.
Use when creating hosted agents that run custom code i... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, run |
| `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` | 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-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 |
@@ -131,6 +134,74 @@ Total skills: 845
| `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, transcriber, transform, recordings, professional, markdown, documentation, intelligent |
| `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-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 Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
Triggers: "azure-ai-contents... | 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 Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.
Triggers: "azure-ai-contentund... | 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. Use for invoice proce... | 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 Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Triggers: "azure-ai-ml", "MLClient", "worksp... | 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 indexe... | 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.
Triggers: "... | 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 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.
Triggers: "transcription", "... | 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, transliteration |
| `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 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. Use for voice assistants, conversational ... | 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.
Triggers: "VoiceLiveClient java", "voice ass... | 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 Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants... | 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.
Triggers: "CosmosClient java", ... | 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.
Triggers: "cosmos db", "CosmosClient",... | 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.
Triggers: "cosmos db rust", "CosmosClien... | 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 Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.
Triggers: "table storage", "TableSer... | azure, data, tables, py | azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key, value |
| `azure-eventhub-dotnet` | Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving ev... | azure, eventhub, dotnet | azure, eventhub, dotnet, event, hubs, sdk, net, high, throughput, streaming, sending, events |
| `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.
Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | 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-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).
Triggers: "LogsI... | 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.
Triggers: "azure-monitor-ingestion", "... | 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.
Triggers: "LogsQueryClient j... | 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.
Triggers: "azure-monitor-query", "LogsQueryClient", ... | azure, monitor, query, py | azure, monitor, query, py, sdk, python, querying, log, analytics, workspaces, metrics, triggers |
| `azure-postgres-ts` | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection... | 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. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughpu... | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet, sdk, cosmos, db, net, plane, operations, creating |
| `azure-resource-manager-mysql-dotnet` | Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, con... | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet, flexible, server, sdk, net, database, deployments, creating |
| `azure-resource-manager-postgresql-dotnet` | Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall ... | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet, flexible, server, sdk, net, database, deployments, creating |
| `azure-resource-manager-redis-dotnet` | Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access ... | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet, sdk, net, plane, operations, creating, managing, cache |
| `azure-resource-manager-sql-dotnet` | Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rule... | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet, sdk, net, plane, operations, creating, managing, servers |
| `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. Covers Searc... | 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.
Triggers: "azure-search-documents", "SearchC... | 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-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-file-datalake-py` | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.
Triggers: "data lake", "Da... | 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", "u... | blockrun | blockrun, user, capabilities, claude, lacks, image, generation, real, time, twitter, data, explicitly |
@@ -164,6 +235,7 @@ Total skills: 845
| `fal-workflow` | Generate workflow JSON files for chaining AI models | fal | fal, generate, json, files, chaining, ai, models |
| `fp-ts-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works ... | fp, ts, react | fp, ts, react, practical, hooks, state, forms, data, fetching, building, apps, functional |
| `frontend-dev-guidelines` | Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based archi... | frontend, dev, guidelines | frontend, dev, guidelines, opinionated, development, standards, react, typescript, applications, covers, suspense, first |
| `frontend-ui-dark-ts` | Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboard... | frontend, ui, dark, ts | frontend, ui, dark, ts, themed, react, applications, tailwind, css, custom, theming, glassmorphism |
| `geo-fundamentals` | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | geo, fundamentals | geo, fundamentals, generative, engine, optimization, ai, search, engines, chatgpt, claude, perplexity |
| `google-analytics-automation` | Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for cu... | google, analytics | google, analytics, automation, automate, tasks, via, rube, mcp, composio, run, reports, list |
| `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 |
@@ -182,78 +254,6 @@ Total skills: 845
| `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 |
| `official/microsoft/dotnet/data/cosmosdb` | Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughpu... | official/microsoft/dotnet/data/cosmosdb | official/microsoft/dotnet/data/cosmosdb, azure, resource, manager, cosmosdb, dotnet, sdk, cosmos, db, net, plane, operations |
| `official/microsoft/dotnet/data/mysql` | Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, con... | official/microsoft/dotnet/data/mysql | official/microsoft/dotnet/data/mysql, azure, resource, manager, mysql, dotnet, flexible, server, sdk, net, database, deployments |
| `official/microsoft/dotnet/data/postgresql` | Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall ... | official/microsoft/dotnet/data/postgresql | official/microsoft/dotnet/data/postgresql, azure, resource, manager, postgresql, dotnet, flexible, server, sdk, net, database, deployments |
| `official/microsoft/dotnet/data/redis` | Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access ... | official/microsoft/dotnet/data/redis | official/microsoft/dotnet/data/redis, azure, resource, manager, redis, dotnet, sdk, net, plane, operations, creating, managing |
| `official/microsoft/dotnet/data/sql` | Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rule... | official/microsoft/dotnet/data/sql | official/microsoft/dotnet/data/sql, azure, resource, manager, sql, dotnet, sdk, net, plane, operations, creating, managing |
| `official/microsoft/dotnet/foundry/document-intelligence` | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice proce... | official/microsoft/dotnet/foundry/document, intelligence | official/microsoft/dotnet/foundry/document, intelligence, azure, ai, document, dotnet, sdk, net, extract, text, tables, structured |
| `official/microsoft/dotnet/foundry/openai` | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, ... | official/microsoft/dotnet/foundry/openai | official/microsoft/dotnet/foundry/openai, azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings |
| `official/microsoft/dotnet/foundry/projects` | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexe... | official/microsoft/dotnet/foundry/projects | official/microsoft/dotnet/foundry/projects, azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents |
| `official/microsoft/dotnet/foundry/search-documents` | Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers Searc... | official/microsoft/dotnet/foundry/search, documents | official/microsoft/dotnet/foundry/search, documents, azure, search, dotnet, ai, sdk, net, building, applications, full, text |
| `official/microsoft/dotnet/foundry/voicelive` | Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational ... | official/microsoft/dotnet/foundry/voicelive | official/microsoft/dotnet/foundry/voicelive, azure, ai, voicelive, dotnet, voice, live, sdk, net, real, time, applications |
| `official/microsoft/dotnet/general/maps` | Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map t... | official/microsoft/dotnet/general/maps | official/microsoft/dotnet/general/maps, azure, maps, search, dotnet, sdk, net, location, including, geocoding, routing, rendering |
| `official/microsoft/dotnet/messaging/eventhubs` | Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving ev... | official/microsoft/dotnet/messaging/eventhubs | official/microsoft/dotnet/messaging/eventhubs, azure, eventhub, dotnet, event, hubs, sdk, net, high, throughput, streaming, sending |
| `official/microsoft/java/communication/callautomation` | Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, ... | official/microsoft/java/communication/callautomation | official/microsoft/java/communication/callautomation, azure, communication, callautomation, java, call, automation, sdk, implementing, ivr, routing, recording |
| `official/microsoft/java/data/blob` | Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with ... | official/microsoft/java/data/blob | official/microsoft/java/data/blob, azure, storage, blob, java, applications, sdk, uploading, downloading, managing, files, working |
| `official/microsoft/java/data/cosmos` | Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.
Triggers: "CosmosClient java", ... | official/microsoft/java/data/cosmos | official/microsoft/java/data/cosmos, azure, cosmos, java, db, sdk, nosql, database, operations, global, distribution, multi |
| `official/microsoft/java/data/tables` | 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... | official/microsoft/java/data/tables | official/microsoft/java/data/tables, azure, data, tables, java, table, storage, applications, sdk, working, cosmos, db |
| `official/microsoft/java/foundry/contentsafety` | Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm det... | official/microsoft/java/foundry/contentsafety | official/microsoft/java/foundry/contentsafety, azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text |
| `official/microsoft/java/foundry/formrecognizer` | Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from ... | official/microsoft/java/foundry/formrecognizer | official/microsoft/java/foundry/formrecognizer, azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk |
| `official/microsoft/java/foundry/projects` | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
Triggers: "... | official/microsoft/java/foundry/projects | official/microsoft/java/foundry/projects, azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes |
| `official/microsoft/java/foundry/vision-imageanalysis` | Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, ... | official/microsoft/java/foundry/vision, imageanalysis | official/microsoft/java/foundry/vision, imageanalysis, azure, ai, vision, java, image, analysis, applications, sdk, implementing, captioning |
| `official/microsoft/java/foundry/voicelive` | Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.
Triggers: "VoiceLiveClient java", "voice ass... | official/microsoft/java/foundry/voicelive | official/microsoft/java/foundry/voicelive, azure, ai, voicelive, java, sdk, real, time, bidirectional, voice, conversations, assistants |
| `official/microsoft/java/messaging/eventhubs` | Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building... | official/microsoft/java/messaging/eventhubs | official/microsoft/java/messaging/eventhubs, azure, eventhub, java, real, time, streaming, applications, event, hubs, sdk, implementing |
| `official/microsoft/java/monitoring/ingestion` | Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).
Triggers: "LogsI... | official/microsoft/java/monitoring/ingestion | official/microsoft/java/monitoring/ingestion, azure, monitor, ingestion, java, sdk, send, custom, logs, via, data, collection |
| `official/microsoft/java/monitoring/query` | Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.
Triggers: "LogsQueryClient j... | official/microsoft/java/monitoring/query | official/microsoft/java/monitoring/query, azure, monitor, query, java, sdk, execute, kusto, queries, against, log, analytics |
| `official/microsoft/python/data/cosmos` | Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Triggers: "cosmos db", "CosmosClient",... | official/microsoft/python/data/cosmos | official/microsoft/python/data/cosmos, azure, cosmos, py, db, sdk, python, nosql, api, document, crud, queries |
| `official/microsoft/python/data/datalake` | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.
Triggers: "data lake", "Da... | official/microsoft/python/data/datalake | official/microsoft/python/data/datalake, azure, storage, file, datalake, py, data, lake, gen2, sdk, python, hierarchical |
| `official/microsoft/python/data/tables` | Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.
Triggers: "table storage", "TableSer... | official/microsoft/python/data/tables | official/microsoft/python/data/tables, azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key |
| `official/microsoft/python/foundry/agent-framework` | Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgen... | official/microsoft/python/foundry/agent, framework | official/microsoft/python/foundry/agent, framework, agent, azure, ai, py, foundry, agents, microsoft, python, sdk, creating |
| `official/microsoft/python/foundry/agents-v2` | Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition.
Use when creating hosted agents that run custom code i... | official/microsoft/python/foundry/agents, v2 | official/microsoft/python/foundry/agents, v2, agents, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted |
| `official/microsoft/python/foundry/contentsafety` | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
Triggers: "azure-ai-contents... | official/microsoft/python/foundry/contentsafety | official/microsoft/python/foundry/contentsafety, azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text |
| `official/microsoft/python/foundry/contentunderstanding` | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.
Triggers: "azure-ai-contentund... | official/microsoft/python/foundry/contentunderstanding | official/microsoft/python/foundry/contentunderstanding, azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents |
| `official/microsoft/python/foundry/ml` | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Triggers: "azure-ai-ml", "MLClient", "worksp... | official/microsoft/python/foundry/ml | official/microsoft/python/foundry/ml, azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs |
| `official/microsoft/python/foundry/projects` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents wi... | official/microsoft/python/foundry/projects | official/microsoft/python/foundry/projects, azure, ai, py, applications, python, sdk, working, foundry, clients, creating, versioned |
| `official/microsoft/python/foundry/search-documents` | Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.
Triggers: "azure-search-documents", "SearchC... | official/microsoft/python/foundry/search, documents | official/microsoft/python/foundry/search, documents, azure, search, py, ai, sdk, python, vector, hybrid, semantic, ranking |
| `official/microsoft/python/foundry/textanalytics` | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language pr... | official/microsoft/python/foundry/textanalytics | official/microsoft/python/foundry/textanalytics, azure, ai, textanalytics, py, text, analytics, sdk, sentiment, analysis, entity, recognition |
| `official/microsoft/python/foundry/transcription` | Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.
Triggers: "transcription", "... | official/microsoft/python/foundry/transcription | official/microsoft/python/foundry/transcription, azure, ai, transcription, py, sdk, python, real, time, batch, speech, text |
| `official/microsoft/python/foundry/translation-document` | Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other do... | official/microsoft/python/foundry/translation, document | official/microsoft/python/foundry/translation, document, azure, ai, translation, py, sdk, batch, documents, format, preservation, translating |
| `official/microsoft/python/foundry/translation-text` | Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in... | official/microsoft/python/foundry/translation, text | official/microsoft/python/foundry/translation, text, azure, ai, translation, py, sdk, real, time, transliteration, language, detection |
| `official/microsoft/python/foundry/vision-imageanalysis` | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding ta... | official/microsoft/python/foundry/vision, imageanalysis | official/microsoft/python/foundry/vision, imageanalysis, azure, ai, vision, py, image, analysis, sdk, captions, tags, objects |
| `official/microsoft/python/foundry/voicelive` | 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... | official/microsoft/python/foundry/voicelive | official/microsoft/python/foundry/voicelive, azure, ai, voicelive, py, real, time, voice, applications, live, sdk, skill |
| `official/microsoft/python/monitoring/ingestion` | Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.
Triggers: "azure-monitor-ingestion", "... | official/microsoft/python/monitoring/ingestion | official/microsoft/python/monitoring/ingestion, azure, monitor, ingestion, py, sdk, python, sending, custom, logs, log, analytics |
| `official/microsoft/python/monitoring/query` | Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.
Triggers: "azure-monitor-query", "LogsQueryClient", ... | official/microsoft/python/monitoring/query | official/microsoft/python/monitoring/query, azure, monitor, query, py, sdk, python, querying, log, analytics, workspaces, metrics |
| `official/microsoft/rust/data/azure-cosmos-rust` | Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Triggers: "cosmos db rust", "CosmosClien... | official/microsoft/rust/data/azure, cosmos, rust | official/microsoft/rust/data/azure, cosmos, rust, azure, db, sdk, nosql, api, document, crud, queries, containers |
| `official/microsoft/rust/messaging/azure-eventhub-rust` | Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.
Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | official/microsoft/rust/messaging/azure, eventhub, rust | official/microsoft/rust/messaging/azure, eventhub, rust, azure, event, hubs, sdk, sending, receiving, events, streaming, data |
| `official/microsoft/typescript/data/cosmosdb` | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and cont... | official/microsoft/typescript/data/cosmosdb | official/microsoft/typescript/data/cosmosdb, azure, cosmos, ts, db, javascript, typescript, sdk, data, plane, operations, crud |
| `official/microsoft/typescript/data/postgres` | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection... | official/microsoft/typescript/data/postgres | official/microsoft/typescript/data/postgres, azure, postgres, ts, connect, database, postgresql, flexible, server, node, js, typescript |
| `official/microsoft/typescript/foundry/contentsafety` | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detect... | official/microsoft/typescript/foundry/contentsafety | official/microsoft/typescript/foundry/contentsafety, azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest |
| `official/microsoft/typescript/foundry/document-intelligence` | Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoic... | official/microsoft/typescript/foundry/document, intelligence | official/microsoft/typescript/foundry/document, intelligence, azure, ai, document, ts, extract, text, tables, structured, data, documents |
| `official/microsoft/typescript/foundry/projects` | Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, de... | official/microsoft/typescript/foundry/projects | official/microsoft/typescript/foundry/projects, azure, ai, ts, applications, sdk, javascript, working, foundry, clients, agents, connections |
| `official/microsoft/typescript/foundry/search-documents` | Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid ... | official/microsoft/typescript/foundry/search, documents | official/microsoft/typescript/foundry/search, documents, azure, search, ts, applications, ai, sdk, javascript, creating, managing, indexes |
| `official/microsoft/typescript/foundry/translation` | Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when i... | official/microsoft/typescript/foundry/translation | official/microsoft/typescript/foundry/translation, azure, ai, translation, ts, applications, sdks, javascript, rest, text, document, implementing |
| `official/microsoft/typescript/foundry/voicelive` | Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants... | official/microsoft/typescript/foundry/voicelive | official/microsoft/typescript/foundry/voicelive, azure, ai, voicelive, ts, voice, live, sdk, javascript, typescript, real, time |
| `official/microsoft/typescript/frontend/frontend-ui-dark` | Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboard... | official/microsoft/typescript/frontend/frontend, ui, dark | official/microsoft/typescript/frontend/frontend, ui, dark, frontend, ts, themed, react, applications, tailwind, css, custom, theming |
| `official/microsoft/typescript/messaging/eventhubs` | Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real... | official/microsoft/typescript/messaging/eventhubs | official/microsoft/typescript/messaging/eventhubs, azure, eventhub, ts, event, streaming, applications, hubs, sdk, javascript, implementing, high |
| `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 |
| `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, supabase, performance, optimization, 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 |
@@ -304,7 +304,60 @@ Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | official/mic
| `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 App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.
Triggers: "Conf... | 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.
Triggers: "azure-appconfiguration"... | 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 Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.
Triggers: "BatchClient java", "azure batch ... | 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.
Triggers: "azure-containerregistry", "ContainerRegis... | azure, containerregistry, py | azure, containerregistry, py, container, registry, sdk, python, managing, images, artifacts, repositories, triggers |
| `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-eventgrid-py` | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.
Triggers: "event grid", "EventGridPublisher... | azure, eventgrid, py | azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents, driven |
| `azure-eventhub-py` | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.
Triggers: "event hubs", "EventHu... | 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-rust` | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authenticati... | azure, identity, rust | azure, identity, rust, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token, triggers, managed, credential |
| `azure-keyvault-certificates-rust` | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.
Triggers: "keyvault certificates rust", "CertificateClient... | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust, key, vault, sdk, creating, importing, managing, triggers, certificateclient |
| `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-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 API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, AP... | 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.
Triggers: "azure-mgmt-apicente... | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py, api, center, sdk, python, managing, inventory, metadata, governance |
| `azure-mgmt-apimanagement-py` | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.
Triggers: "azure-mgmt-apimanagement", "ApiM... | 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. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, c... | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet, resource, manager, sdk, net, plane, operations, provisioning, scaling |
| `azure-mgmt-fabric-py` | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.
Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabri... | azure, mgmt, fabric, py | azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources, triggers, fabricmgmtclient |
| `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-monitor-opentelemetry-exporter-py` | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.
Triggers: "azure-monitor-opentelemetry-expor... | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py, python, low, level, export, application, insights, triggers |
| `azure-monitor-opentelemetry-py` | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.
Triggers: "azure-monitor-opentelemetry"... | 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. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and... | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet, sdk, durable, task, scheduler, net, plane, operations |
| `azure-resource-manager-playwright-dotnet` | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, ch... | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net, plane, operations, creating |
| `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.
Triggers: "... | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py, api, short, audio, python, simple, recognition |
| `azure-storage-blob-py` | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.
Triggers: "blob storage", "BlobSer... | 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.
Triggers: "blob storage rust", "BlobClient rust", "upload... | azure, storage, blob, rust | azure, storage, blob, rust, sdk, uploading, downloading, managing, blobs, containers, triggers, blobclient |
| `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. Use for creating shares, managing directories, uploadin... | azure, storage, file, share, ts | azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations, creating, shares |
| `azure-storage-queue-py` | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.
Triggers: "queue storage", "QueueServic... | 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-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 |
| `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 |
| `bun-development` | Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bu... | bun | bun, development, javascript, typescript, runtime, covers, package, bundling, testing, migration, node, js |
@@ -336,9 +389,11 @@ Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | official/mic
| `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-ts` | Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, stre... | m365, agents, ts | m365, agents, ts, microsoft, 365, sdk, typescript, node, js, multichannel, teams, copilot |
| `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 |
| `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 |
| `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 Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, a... | 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` | 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 |
@@ -346,63 +401,6 @@ Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | official/mic
| `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 |
| `official/microsoft/dotnet/compute/durabletask` | Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and... | official/microsoft/dotnet/compute/durabletask | official/microsoft/dotnet/compute/durabletask, azure, resource, manager, durabletask, dotnet, sdk, durable, task, scheduler, net, plane |
| `official/microsoft/dotnet/compute/playwright` | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, ch... | official/microsoft/dotnet/compute/playwright | official/microsoft/dotnet/compute/playwright, azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net, plane, operations |
| `official/microsoft/dotnet/data/fabric` | Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, c... | official/microsoft/dotnet/data/fabric | official/microsoft/dotnet/data/fabric, azure, mgmt, fabric, dotnet, resource, manager, sdk, net, plane, operations, provisioning |
| `official/microsoft/dotnet/entra/authentication-events` | Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, a... | official/microsoft/dotnet/entra/authentication, events | official/microsoft/dotnet/entra/authentication, events, microsoft, azure, webjobs, extensions, authentication, dotnet, entra, sdk, net, functions |
| `official/microsoft/dotnet/integration/apicenter` | Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, AP... | official/microsoft/dotnet/integration/apicenter | official/microsoft/dotnet/integration/apicenter, azure, mgmt, apicenter, dotnet, api, center, sdk, net, centralized, inventory, governance |
| `official/microsoft/dotnet/messaging/eventgrid` | 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... | official/microsoft/dotnet/messaging/eventgrid | official/microsoft/dotnet/messaging/eventgrid, azure, eventgrid, dotnet, event, grid, sdk, net, client, library, publishing, consuming |
| `official/microsoft/dotnet/partner/mongodbatlas` | Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting Mon... | official/microsoft/dotnet/partner/mongodbatlas | official/microsoft/dotnet/partner/mongodbatlas, azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, resourcemanager, sdk |
| `official/microsoft/java/communication/callingserver` | Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects.... | official/microsoft/java/communication/callingserver | official/microsoft/java/communication/callingserver, azure, communication, callingserver, java, legacy, sdk, note, deprecated, callautomation, instead, new |
| `official/microsoft/java/communication/chat` | Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts... | official/microsoft/java/communication/chat | official/microsoft/java/communication/chat, azure, communication, chat, java, real, time, applications, sdk, implementing, threads, messaging |
| `official/microsoft/java/communication/common` | Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authen... | official/microsoft/java/communication/common | official/microsoft/java/communication/common, azure, communication, common, java, utilities, working, communicationtokencredential, user, identifiers, token, refresh |
| `official/microsoft/java/communication/sms` | Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery ... | official/microsoft/java/communication/sms | official/microsoft/java/communication/sms, azure, communication, sms, java, send, messages, sdk, implementing, notifications, alerts, otp |
| `official/microsoft/java/compute/batch` | Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.
Triggers: "BatchClient java", "azure batch ... | official/microsoft/java/compute/batch | official/microsoft/java/compute/batch, azure, compute, batch, java, sdk, run, large, scale, parallel, hpc, jobs |
| `official/microsoft/java/integration/appconfiguration` | Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.
Triggers: "Conf... | official/microsoft/java/integration/appconfiguration | official/microsoft/java/integration/appconfiguration, azure, appconfiguration, java, app, configuration, sdk, centralized, application, key, value, settings |
| `official/microsoft/java/messaging/eventgrid` | Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure serv... | official/microsoft/java/messaging/eventgrid | official/microsoft/java/messaging/eventgrid, azure, eventgrid, java, event, driven, applications, grid, sdk, publishing, events, implementing |
| `official/microsoft/java/messaging/webpubsub` | Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or ser... | official/microsoft/java/messaging/webpubsub | official/microsoft/java/messaging/webpubsub, azure, messaging, webpubsub, java, real, time, web, applications, pubsub, sdk, implementing |
| `official/microsoft/python/compute/containerregistry` | Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.
Triggers: "azure-containerregistry", "ContainerRegis... | official/microsoft/python/compute/containerregistry | official/microsoft/python/compute/containerregistry, azure, containerregistry, py, container, registry, sdk, python, managing, images, artifacts, repositories |
| `official/microsoft/python/compute/fabric` | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.
Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabri... | official/microsoft/python/compute/fabric | official/microsoft/python/compute/fabric, azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources, triggers |
| `official/microsoft/python/data/blob` | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.
Triggers: "blob storage", "BlobSer... | official/microsoft/python/data/blob | official/microsoft/python/data/blob, azure, storage, blob, py, sdk, python, uploading, downloading, listing, blobs, managing |
| `official/microsoft/python/data/queue` | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.
Triggers: "queue storage", "QueueServic... | official/microsoft/python/data/queue | official/microsoft/python/data/queue, azure, storage, queue, py, sdk, python, reliable, message, queuing, task, distribution |
| `official/microsoft/python/foundry/speech-to-text-rest` | 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.
Triggers: "... | official/microsoft/python/foundry/speech, to, text, rest | official/microsoft/python/foundry/speech, to, text, rest, azure, speech, py, api, short, audio, python, simple |
| `official/microsoft/python/integration/apicenter` | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.
Triggers: "azure-mgmt-apicente... | official/microsoft/python/integration/apicenter | official/microsoft/python/integration/apicenter, azure, mgmt, apicenter, py, api, center, sdk, python, managing, inventory, metadata |
| `official/microsoft/python/integration/apimanagement` | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.
Triggers: "azure-mgmt-apimanagement", "ApiM... | official/microsoft/python/integration/apimanagement | official/microsoft/python/integration/apimanagement, azure, mgmt, apimanagement, py, api, sdk, python, managing, apim, apis, products |
| `official/microsoft/python/integration/appconfiguration` | Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.
Triggers: "azure-appconfiguration"... | official/microsoft/python/integration/appconfiguration | official/microsoft/python/integration/appconfiguration, azure, appconfiguration, py, app, configuration, sdk, python, centralized, feature, flags, dynamic |
| `official/microsoft/python/messaging/eventgrid` | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.
Triggers: "event grid", "EventGridPublisher... | official/microsoft/python/messaging/eventgrid | official/microsoft/python/messaging/eventgrid, azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents |
| `official/microsoft/python/messaging/eventhub` | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.
Triggers: "event hubs", "EventHu... | official/microsoft/python/messaging/eventhub | official/microsoft/python/messaging/eventhub, azure, eventhub, py, event, hubs, sdk, python, streaming, high, throughput, ingestion |
| `official/microsoft/python/monitoring/opentelemetry` | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.
Triggers: "azure-monitor-opentelemetry"... | official/microsoft/python/monitoring/opentelemetry | official/microsoft/python/monitoring/opentelemetry, azure, monitor, opentelemetry, py, distro, python, one, line, application, insights, setup |
| `official/microsoft/python/monitoring/opentelemetry-exporter` | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.
Triggers: "azure-monitor-opentelemetry-expor... | official/microsoft/python/monitoring/opentelemetry, exporter | official/microsoft/python/monitoring/opentelemetry, exporter, azure, monitor, opentelemetry, py, python, low, level, export, application, insights |
| `official/microsoft/rust/data/azure-storage-blob-rust` | Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.
Triggers: "blob storage rust", "BlobClient rust", "upload... | official/microsoft/rust/data/azure, storage, blob, rust | official/microsoft/rust/data/azure, storage, blob, rust, azure, sdk, uploading, downloading, managing, blobs, containers, triggers |
| `official/microsoft/rust/entra/azure-identity-rust` | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authenticati... | official/microsoft/rust/entra/azure, identity, rust | official/microsoft/rust/entra/azure, identity, rust, azure, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token, triggers, managed |
| `official/microsoft/rust/entra/azure-keyvault-certificates-rust` | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.
Triggers: "keyvault certificates rust", "CertificateClient... | official/microsoft/rust/entra/azure, keyvault, certificates, rust | official/microsoft/rust/entra/azure, keyvault, certificates, rust, azure, key, vault, sdk, creating, importing, managing, triggers |
| `official/microsoft/rust/entra/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... | official/microsoft/rust/entra/azure, keyvault, keys, rust | official/microsoft/rust/entra/azure, keyvault, keys, rust, azure, key, vault, sdk, creating, managing, cryptographic, triggers |
| `official/microsoft/typescript/data/blob` | Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and conta... | official/microsoft/typescript/data/blob | official/microsoft/typescript/data/blob, azure, storage, blob, ts, javascript, typescript, sdk, operations, uploading, downloading, listing |
| `official/microsoft/typescript/data/fileshare` | Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploadin... | official/microsoft/typescript/data/fileshare | official/microsoft/typescript/data/fileshare, azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations, creating |
| `official/microsoft/typescript/data/queue` | Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages... | official/microsoft/typescript/data/queue | official/microsoft/typescript/data/queue, azure, storage, queue, ts, javascript, typescript, sdk, message, operations, sending, receiving |
| `official/microsoft/typescript/entra/keyvault-keys` | Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotatin... | official/microsoft/typescript/entra/keyvault, keys | official/microsoft/typescript/entra/keyvault, keys, azure, keyvault, ts, cryptographic, key, vault, sdk, javascript, creating, encrypting |
| `official/microsoft/typescript/frontend/react-flow-node` | Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating vis... | official/microsoft/typescript/frontend/react, flow, node | official/microsoft/typescript/frontend/react, flow, node, react, ts, components, typescript, types, zustand, integration, building, custom |
| `official/microsoft/typescript/frontend/zustand-store` | Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creati... | official/microsoft/typescript/frontend/zustand, store | official/microsoft/typescript/frontend/zustand, store, zustand, ts, stores, typescript, subscribewithselector, middleware, proper, state, action, separation |
| `official/microsoft/typescript/integration/appconfiguration` | Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, ... | official/microsoft/typescript/integration/appconfiguration | official/microsoft/typescript/integration/appconfiguration, azure, appconfiguration, ts, applications, app, configuration, sdk, javascript, working, settings, feature |
| `official/microsoft/typescript/m365/m365-agents` | Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, stre... | official/microsoft/typescript/m365/m365, agents | official/microsoft/typescript/m365/m365, agents, m365, ts, microsoft, 365, sdk, typescript, node, js, multichannel, teams |
| `official/microsoft/typescript/messaging/webpubsub` | Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSoc... | official/microsoft/typescript/messaging/webpubsub | official/microsoft/typescript/messaging/webpubsub, azure, web, pubsub, ts, real, time, messaging, applications, sdks, javascript, client |
| `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-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 |
@@ -410,6 +408,7 @@ Triggers: "keyvault keys rust", "KeyClient rust", "create key ru... | official/m
| `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` | 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-flow-node-ts` | Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating vis... | react, flow, node, ts | react, flow, node, ts, components, typescript, types, zustand, integration, building, custom, nodes |
| `react-modernization` | Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, m... | react, modernization | react, modernization, upgrade, applications, latest, versions, migrate, class, components, hooks, adopt, concurrent |
| `react-native-architecture` | Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, impleme... | react, native, architecture | react, native, architecture, apps, expo, navigation, modules, offline, sync, cross, platform, developing |
| `react-patterns` | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | react | react, principles, hooks, composition, performance, typescript |
@@ -438,6 +437,7 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `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 (134)
@@ -532,9 +532,6 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `nft-standards` | Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, ... | nft, standards | nft, standards, erc, 721, 1155, proper, metadata, handling, minting, marketplace, integration, creating |
| `nosql-expert` | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot ... | nosql | nosql, guidance, distributed, databases, cassandra, dynamodb, mental, models, query, first, modeling, single |
| `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 |
| `official/microsoft/plugins/wiki-changelog` | Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, o... | official/microsoft/plugins/wiki, changelog | official/microsoft/plugins/wiki, changelog, wiki, analyzes, git, commit, history, generates, structured, changelogs, categorized, change |
| `official/microsoft/plugins/wiki-page-writer` | Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentati... | official/microsoft/plugins/wiki, page, writer | official/microsoft/plugins/wiki, page, writer, wiki, generates, rich, technical, documentation, pages, dark, mode, mermaid |
| `official/microsoft/plugins/wiki-vitepress` | Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Us... | official/microsoft/plugins/wiki, vitepress | official/microsoft/plugins/wiki, vitepress, wiki, packages, generated, markdown, static, site, dark, theme, mode, mermaid |
| `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 |
| `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 |
@@ -572,6 +569,9 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `using-superpowers` | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | using, superpowers | using, superpowers, starting, any, conversation, establishes, how, find, skills, requiring, skill, invocation |
| `verification-before-completion` | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output... | verification, before, completion | verification, before, completion, about, claim, work, complete, fixed, passing, committing, creating, prs |
| `web-performance-optimization` | Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance | web, performance, optimization | web, performance, optimization, optimize, website, application, including, loading, speed, core, vitals, bundle |
| `wiki-changelog` | Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, o... | wiki, changelog | wiki, changelog, analyzes, git, commit, history, generates, structured, changelogs, categorized, change, type |
| `wiki-page-writer` | Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentati... | wiki, page, writer | wiki, page, writer, generates, rich, technical, documentation, pages, dark, mode, mermaid, diagrams |
| `wiki-vitepress` | Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Us... | wiki, vitepress | wiki, vitepress, packages, generated, markdown, static, site, dark, theme, mode, mermaid, diagrams |
| `windows-privilege-escalation` | This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation... | windows, privilege, escalation | windows, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc |
| `writing-plans` | Use when you have a spec or requirements for a multi-step task, before touching code | writing, plans | writing, plans, spec, requirements, multi, step, task, before, touching, code |
| `writing-skills` | Use when creating, updating, or improving agent skills. | writing, skills | writing, skills, creating, updating, improving, agent |
@@ -588,6 +588,31 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `application-performance-performance-optimization` | Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across... | application, performance, optimization | application, performance, optimization, optimize, profiling, observability, backend, frontend, tuning, coordinating, stack |
| `aws-serverless` | Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns... | aws, serverless | aws, serverless, specialized, skill, building, applications, covers, lambda, functions, api, gateway, dynamodb |
| `aws-skills` | AWS development with infrastructure automation and cloud architecture patterns | aws, skills | aws, skills, development, infrastructure, automation, cloud, architecture |
| `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-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, applications |
| `azure-identity-py` | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.
Triggers: "azure-ident... | azure, identity, py | azure, identity, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching, triggers |
| `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, interactive |
| `azure-messaging-webpubsubservice-py` | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
Triggers: "azure-messaging-webpubsubservic... | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time, websocket, connections |
| `azure-mgmt-apimanagement-dotnet` | Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, p... | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet, resource, manager, sdk, api, net, plane, operations, creating |
| `azure-mgmt-applicationinsights-dotnet` | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights comp... | 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). Use when managing Arize AI organizations
on Azure via Azure Marketplace, creati... | 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.
Triggers: "azure-mgmt-botservice", "Azu... | azure, mgmt, botservice, py | azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources, triggers |
| `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-exporter-java` | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Triggers: "AzureMonitorE... | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java, export, traces, metrics, logs, application, insights, triggers |
| `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. Use for reliable message delivery, pub/sub patterns, d... | 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.
Triggers: "service bus", "ServiceBusCli... | azure, servicebus, py | azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise, triggers |
| `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.
Triggers: "azure-storage-file-share", "Share... | azure, storage, file, share, py | azure, storage, file, share, py, sdk, python, smb, shares, directories, operations, cloud |
| `backend-architect` | Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driv... | backend | backend, architect, specializing, scalable, api, microservices, architecture, distributed, masters, rest, graphql, grpc |
| `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 |
@@ -645,31 +670,6 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `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 |
| `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 |
| `official/microsoft/dotnet/compute/botservice` | Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, S... | official/microsoft/dotnet/compute/botservice | official/microsoft/dotnet/compute/botservice, azure, mgmt, botservice, dotnet, resource, manager, sdk, bot, net, plane, operations |
| `official/microsoft/dotnet/foundry/weightsandbiases` | Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketp... | official/microsoft/dotnet/foundry/weightsandbiases | official/microsoft/dotnet/foundry/weightsandbiases, azure, mgmt, weightsandbiases, dotnet, weights, biases, sdk, net, ml, experiment, tracking |
| `official/microsoft/dotnet/integration/apimanagement` | Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, p... | official/microsoft/dotnet/integration/apimanagement | official/microsoft/dotnet/integration/apimanagement, azure, mgmt, apimanagement, dotnet, resource, manager, sdk, api, net, plane, operations |
| `official/microsoft/dotnet/messaging/servicebus` | Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, d... | official/microsoft/dotnet/messaging/servicebus | official/microsoft/dotnet/messaging/servicebus, azure, servicebus, dotnet, bus, sdk, net, enterprise, messaging, queues, topics, subscriptions |
| `official/microsoft/dotnet/monitoring/applicationinsights` | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights comp... | official/microsoft/dotnet/monitoring/applicationinsights | official/microsoft/dotnet/monitoring/applicationinsights, azure, mgmt, applicationinsights, dotnet, application, insights, sdk, net, performance, monitoring, observability |
| `official/microsoft/dotnet/partner/arize-ai-observability-eval` | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations
on Azure via Azure Marketplace, creati... | official/microsoft/dotnet/partner/arize, ai, observability, eval | official/microsoft/dotnet/partner/arize, ai, observability, eval, azure, mgmt, arizeaiobservabilityeval, dotnet, resource, manager, sdk, arize |
| `official/microsoft/java/entra/azure-identity` | Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azu... | official/microsoft/java/entra/azure, identity | official/microsoft/java/entra/azure, identity, azure, java, sdk, authentication, implementing, defaultazurecredential, managed, principal, any, applications |
| `official/microsoft/java/foundry/anomalydetector` | Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-serie... | official/microsoft/java/foundry/anomalydetector | official/microsoft/java/foundry/anomalydetector, azure, ai, anomalydetector, java, anomaly, detection, applications, detector, sdk, implementing, univariate |
| `official/microsoft/java/monitoring/opentelemetry-exporter` | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Triggers: "AzureMonitorE... | official/microsoft/java/monitoring/opentelemetry, exporter | official/microsoft/java/monitoring/opentelemetry, exporter, azure, monitor, opentelemetry, java, export, traces, metrics, logs, application, insights |
| `official/microsoft/python/compute/botservice` | Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
Triggers: "azure-mgmt-botservice", "Azu... | official/microsoft/python/compute/botservice | official/microsoft/python/compute/botservice, azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources |
| `official/microsoft/python/data/fileshare` | Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.
Triggers: "azure-storage-file-share", "Share... | official/microsoft/python/data/fileshare | official/microsoft/python/data/fileshare, azure, storage, file, share, py, sdk, python, smb, shares, directories, operations |
| `official/microsoft/python/entra/azure-identity` | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.
Triggers: "azure-ident... | official/microsoft/python/entra/azure, identity | official/microsoft/python/entra/azure, identity, azure, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching |
| `official/microsoft/python/messaging/servicebus` | Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.
Triggers: "service bus", "ServiceBusCli... | official/microsoft/python/messaging/servicebus | official/microsoft/python/messaging/servicebus, azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise |
| `official/microsoft/python/messaging/webpubsub-service` | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
Triggers: "azure-messaging-webpubsubservic... | official/microsoft/python/messaging/webpubsub, service | official/microsoft/python/messaging/webpubsub, service, azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time |
| `official/microsoft/typescript/compute/playwright` | Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted b... | official/microsoft/typescript/compute/playwright | official/microsoft/typescript/compute/playwright, azure, microsoft, playwright, testing, ts, run, tests, scale, workspaces, formerly, scaling |
| `official/microsoft/typescript/entra/azure-identity` | Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, ma... | official/microsoft/typescript/entra/azure, identity | official/microsoft/typescript/entra/azure, identity, azure, ts, authenticate, sdk, javascript, configuring, authentication, defaultazurecredential, managed, principals |
| `official/microsoft/typescript/messaging/servicebus` | Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message ses... | official/microsoft/typescript/messaging/servicebus | official/microsoft/typescript/messaging/servicebus, azure, servicebus, ts, messaging, applications, bus, sdk, javascript, implementing, queues, topics |
| `official/microsoft/typescript/monitoring/opentelemetry` | Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and... | official/microsoft/typescript/monitoring/opentelemetry | official/microsoft/typescript/monitoring/opentelemetry, azure, monitor, opentelemetry, ts, instrument, applications, javascript, adding, distributed, tracing, metrics |
| `performance-engineer` | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distribut... | performance | performance, engineer, specializing, observability, application, optimization, scalable, masters, opentelemetry, distributed, tracing, load |
| `performance-testing-review-ai-review` | You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Levera... | performance, ai | performance, ai, testing, review, powered, code, combining, automated, static, analysis, intelligent, recognition |
| `pipedrive-automation` | Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search... | pipedrive | pipedrive, automation, automate, crm, operations, including, deals, contacts, organizations, activities, notes, pipeline |
@@ -705,6 +705,16 @@ Triggers: "azure-messaging-webpubsubservic... | official/microsoft/python/messag
| `attack-tree-construction` | Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to s... | attack, tree, construction | attack, tree, construction, trees, visualize, threat, paths, mapping, scenarios, identifying, defense, gaps |
| `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-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-keyvault-py` | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.
Triggers: "key vault", "SecretClient", "KeyClient", "... | 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 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` | 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, testing, skill, should, used, user, asks, test, vulnerabilities, assess, session |
| `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, web, application, testing, skill, should, used, user, asks, intercept, http |
@@ -754,6 +764,8 @@ Triggers: "azure-messaging-webpubsubservic... | official/microsoft/python/messag
| `legal-advisor` | Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use ... | 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 |
| `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 |
| `metasploit-framework` | This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with ms... | metasploit, framework | metasploit, framework, skill, should, used, user, asks, penetration, testing, exploit, vulnerabilities, msfconsole |
@@ -765,20 +777,6 @@ Triggers: "azure-messaging-webpubsubservic... | official/microsoft/python/messag
| `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, proactively, infrastructure |
| `official/microsoft/dotnet/entra/azure-identity` | Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service... | official/microsoft/dotnet/entra/azure, identity | official/microsoft/dotnet/entra/azure, identity, azure, dotnet, sdk, net, authentication, library, clients, microsoft, entra, id |
| `official/microsoft/dotnet/entra/keyvault` | 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... | official/microsoft/dotnet/entra/keyvault | official/microsoft/dotnet/entra/keyvault, azure, security, keyvault, keys, dotnet, key, vault, sdk, net, client, library |
| `official/microsoft/dotnet/m365/m365-agents` | Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-base... | official/microsoft/dotnet/m365/m365, agents | official/microsoft/dotnet/m365/m365, agents, m365, dotnet, microsoft, 365, sdk, net, multichannel, teams, copilot, studio |
| `official/microsoft/java/entra/keyvault-keys` | 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... | official/microsoft/java/entra/keyvault, keys | official/microsoft/java/entra/keyvault, keys, azure, security, keyvault, java, key, vault, sdk, cryptographic, creating, managing |
| `official/microsoft/java/entra/keyvault-secrets` | Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive... | official/microsoft/java/entra/keyvault, secrets | official/microsoft/java/entra/keyvault, secrets, azure, security, keyvault, java, key, vault, sdk, secret, storing, retrieving |
| `official/microsoft/plugins/wiki-onboarding` | Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants... | official/microsoft/plugins/wiki, onboarding | official/microsoft/plugins/wiki, onboarding, wiki, generates, two, complementary, guides, principal, level, architectural, deep, dive |
| `official/microsoft/plugins/wiki-researcher` | Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-dept... | official/microsoft/plugins/wiki, researcher | official/microsoft/plugins/wiki, researcher, wiki, conducts, multi, turn, iterative, deep, research, specific, topics, within |
| `official/microsoft/python/data/cosmos-db` | Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (Def... | official/microsoft/python/data/cosmos, db | official/microsoft/python/data/cosmos, db, azure, cosmos, py, nosql, python, fastapi, following, grade, implementing, database |
| `official/microsoft/python/entra/keyvault` | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.
Triggers: "key vault", "SecretClient", "KeyClient", "... | official/microsoft/python/entra/keyvault | official/microsoft/python/entra/keyvault, azure, keyvault, py, key, vault, sdk, python, secrets, keys, certificates, secure |
| `official/microsoft/python/m365/m365-agents` | Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming respon... | official/microsoft/python/m365/m365, agents | official/microsoft/python/m365/m365, agents, m365, py, microsoft, 365, sdk, python, multichannel, teams, copilot, studio |
| `official/microsoft/rust/entra/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"... | official/microsoft/rust/entra/azure, keyvault, secrets, rust | official/microsoft/rust/entra/azure, keyvault, secrets, rust, azure, key, vault, sdk, storing, retrieving, passwords, api |
| `official/microsoft/typescript/entra/keyvault-secrets` | Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configurati... | official/microsoft/typescript/entra/keyvault, secrets | official/microsoft/typescript/entra/keyvault, secrets, azure, keyvault, ts, key, vault, sdk, javascript, storing, retrieving, application |
| `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 |
@@ -821,6 +819,8 @@ Triggers: "keyvault secrets rust", "SecretClient rust"... | official/microsoft/r
| `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 "check my si... | web, guidelines | web, guidelines, review, ui, code, interface, compliance, asked, my, check, accessibility, audit |
| `wiki-onboarding` | Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants... | wiki, onboarding | wiki, onboarding, generates, two, complementary, guides, principal, level, architectural, deep, dive, zero |
| `wiki-researcher` | Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-dept... | wiki, researcher | wiki, researcher, conducts, multi, turn, iterative, deep, research, specific, topics, within, codebase |
| `wordpress-penetration-testing` | This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugi... | wordpress, penetration | wordpress, penetration, testing, skill, should, used, user, asks, pentest, sites, scan, vulnerabilities |
| `xss-html-injection` | This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exp... | xss, html, injection | xss, html, injection, cross, site, scripting, testing, skill, should, used, user, asks |
@@ -834,7 +834,6 @@ Triggers: "keyvault secrets rust", "SecretClient rust"... | official/microsoft/r
| `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 |
| `official/microsoft/plugins/wiki-qa` | Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a comp... | official/microsoft/plugins/wiki, qa | official/microsoft/plugins/wiki, qa, wiki, answers, questions, about, code, repository, source, file, analysis, user |
| `pentest-commands` | This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "s... | pentest, commands | pentest, commands, skill, should, used, user, asks, run, scan, nmap, metasploit, exploits |
| `performance-testing-review-multi-agent-review` | Use when working with performance testing review multi agent review | performance, multi, agent | performance, multi, agent, testing, review, working |
| `playwright-skill` | Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check res... | playwright, skill | playwright, skill, complete, browser, automation, auto, detects, dev, servers, writes, clean, test |
@@ -852,6 +851,7 @@ Triggers: "keyvault secrets rust", "SecretClient rust"... | official/microsoft/r
| `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 |
| `unit-testing-test-generate` | Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus. | unit, generate | unit, generate, testing, test, maintainable, tests, languages, strong, coverage, edge, case |
| `web3-testing` | Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, ... | web3 | web3, testing, test, smart, contracts, comprehensively, hardhat, foundry, unit, tests, integration, mainnet |
| `wiki-qa` | Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a comp... | wiki, qa | wiki, qa, answers, questions, about, code, repository, source, file, analysis, user, asks |
## workflow (81)