From bd3dae68cb2d6bc1bfbf3254887687e73334f02e Mon Sep 17 00:00:00 2001 From: Ares Date: Wed, 25 Feb 2026 15:02:20 +0000 Subject: [PATCH] docs: update skill descriptions and fix formatting in markdown files --- skills/ai-engineer/SKILL.md | 19 ++++++++++++++++++- skills/analytics-tracking/SKILL.md | 2 +- skills/angular/SKILL.md | 2 +- skills/api-documenter/SKILL.md | 3 ++- skills/arm-cortex-expert/SKILL.md | 2 +- .../SKILL.md | 2 +- .../azure-ai-agents-persistent-java/SKILL.md | 2 +- skills/azure-ai-contentsafety-py/SKILL.md | 2 +- .../azure-ai-contentunderstanding-py/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-ai-ml-py/SKILL.md | 2 +- skills/azure-ai-openai-dotnet/SKILL.md | 2 +- skills/azure-ai-projects-dotnet/SKILL.md | 2 +- skills/azure-ai-projects-java/SKILL.md | 2 +- skills/azure-ai-textanalytics-py/SKILL.md | 2 +- skills/azure-ai-transcription-py/SKILL.md | 2 +- .../azure-ai-translation-document-py/SKILL.md | 2 +- skills/azure-ai-translation-text-py/SKILL.md | 2 +- .../azure-ai-vision-imageanalysis-py/SKILL.md | 2 +- skills/azure-ai-voicelive-dotnet/SKILL.md | 2 +- skills/azure-ai-voicelive-java/SKILL.md | 2 +- skills/azure-ai-voicelive-ts/SKILL.md | 2 +- skills/azure-appconfiguration-java/SKILL.md | 2 +- skills/azure-appconfiguration-py/SKILL.md | 2 +- skills/azure-compute-batch-java/SKILL.md | 2 +- skills/azure-containerregistry-py/SKILL.md | 2 +- skills/azure-cosmos-java/SKILL.md | 2 +- skills/azure-cosmos-py/SKILL.md | 2 +- skills/azure-cosmos-rust/SKILL.md | 2 +- skills/azure-cosmos-ts/SKILL.md | 2 +- skills/azure-data-tables-py/SKILL.md | 2 +- skills/azure-eventgrid-dotnet/SKILL.md | 2 +- skills/azure-eventgrid-py/SKILL.md | 2 +- skills/azure-eventhub-dotnet/SKILL.md | 2 +- skills/azure-eventhub-py/SKILL.md | 2 +- skills/azure-eventhub-rust/SKILL.md | 2 +- skills/azure-identity-dotnet/SKILL.md | 2 +- skills/azure-identity-py/SKILL.md | 2 +- skills/azure-identity-rust/SKILL.md | 2 +- .../azure-keyvault-certificates-rust/SKILL.md | 2 +- skills/azure-keyvault-keys-rust/SKILL.md | 2 +- skills/azure-keyvault-py/SKILL.md | 2 +- skills/azure-keyvault-secrets-rust/SKILL.md | 2 +- skills/azure-maps-search-dotnet/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-mgmt-apicenter-dotnet/SKILL.md | 2 +- skills/azure-mgmt-apicenter-py/SKILL.md | 2 +- .../azure-mgmt-apimanagement-dotnet/SKILL.md | 2 +- skills/azure-mgmt-apimanagement-py/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-mgmt-botservice-dotnet/SKILL.md | 2 +- skills/azure-mgmt-botservice-py/SKILL.md | 2 +- skills/azure-mgmt-fabric-dotnet/SKILL.md | 2 +- skills/azure-mgmt-fabric-py/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-monitor-ingestion-java/SKILL.md | 2 +- skills/azure-monitor-ingestion-py/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../azure-monitor-opentelemetry-py/SKILL.md | 2 +- skills/azure-monitor-query-java/SKILL.md | 2 +- skills/azure-monitor-query-py/SKILL.md | 2 +- skills/azure-postgres-ts/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-search-documents-dotnet/SKILL.md | 2 +- skills/azure-search-documents-py/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-servicebus-dotnet/SKILL.md | 2 +- skills/azure-servicebus-py/SKILL.md | 2 +- skills/azure-speech-to-text-rest-py/SKILL.md | 2 +- skills/azure-storage-blob-py/SKILL.md | 2 +- skills/azure-storage-blob-rust/SKILL.md | 2 +- skills/azure-storage-blob-ts/SKILL.md | 2 +- .../azure-storage-file-datalake-py/SKILL.md | 2 +- skills/azure-storage-file-share-py/SKILL.md | 2 +- skills/azure-storage-file-share-ts/SKILL.md | 2 +- skills/azure-storage-queue-py/SKILL.md | 2 +- skills/azure-storage-queue-ts/SKILL.md | 2 +- skills/backend-architect/SKILL.md | 3 ++- skills/backend-security-coder/SKILL.md | 3 ++- skills/bash-pro/SKILL.md | 3 ++- skills/blockchain-developer/SKILL.md | 3 ++- skills/business-analyst/SKILL.md | 3 ++- skills/c4-code/SKILL.md | 3 ++- skills/c4-component/SKILL.md | 3 ++- skills/c4-container/SKILL.md | 3 ++- skills/c4-context/SKILL.md | 3 ++- skills/cloud-architect/SKILL.md | 3 ++- skills/competitive-landscape/SKILL.md | 3 ++- skills/conductor-setup/SKILL.md | 3 ++- skills/conductor-validator/SKILL.md | 3 ++- skills/content-marketer/SKILL.md | 3 ++- skills/context-driven-development/SKILL.md | 3 ++- skills/context-manager/SKILL.md | 3 ++- skills/copywriting/SKILL.md | 2 +- skills/cpp-pro/SKILL.md | 3 ++- skills/crypto-bd-agent/SKILL.md | 2 +- skills/csharp-pro/SKILL.md | 3 ++- skills/customer-support/SKILL.md | 3 ++- skills/data-engineer/SKILL.md | 3 ++- skills/data-scientist/SKILL.md | 3 ++- skills/database-admin/SKILL.md | 3 ++- skills/database-architect/SKILL.md | 3 ++- skills/database-optimizer/SKILL.md | 3 ++- skills/debugger/SKILL.md | 3 ++- skills/deployment-engineer/SKILL.md | 3 ++- skills/devops-troubleshooter/SKILL.md | 3 ++- skills/django-pro/SKILL.md | 3 ++- skills/docs-architect/SKILL.md | 3 ++- skills/dotnet-architect/SKILL.md | 3 ++- skills/dx-optimizer/SKILL.md | 3 ++- skills/elixir-pro/SKILL.md | 3 ++- skills/error-detective/SKILL.md | 3 ++- skills/fastapi-pro/SKILL.md | 3 ++- skills/firmware-analyst/SKILL.md | 3 ++- skills/flutter-expert/SKILL.md | 3 ++- skills/form-cro/SKILL.md | 2 +- skills/frontend-developer/SKILL.md | 3 ++- skills/frontend-security-coder/SKILL.md | 3 ++- skills/golang-pro/SKILL.md | 3 ++- skills/graphql-architect/SKILL.md | 3 ++- skills/hig-components-content/SKILL.md | 2 +- skills/hig-components-controls/SKILL.md | 2 +- skills/hig-components-dialogs/SKILL.md | 2 +- skills/hig-components-layout/SKILL.md | 2 +- skills/hig-components-menus/SKILL.md | 2 +- skills/hig-components-search/SKILL.md | 2 +- skills/hig-components-status/SKILL.md | 2 +- skills/hig-components-system/SKILL.md | 2 +- skills/hig-foundations/SKILL.md | 2 +- skills/hig-inputs/SKILL.md | 2 +- skills/hig-patterns/SKILL.md | 2 +- skills/hig-platforms/SKILL.md | 2 +- skills/hig-project-context/SKILL.md | 2 +- skills/hig-technologies/SKILL.md | 2 +- skills/hr-pro/SKILL.md | 3 ++- skills/hybrid-cloud-architect/SKILL.md | 3 ++- skills/imagen/SKILL.md | 2 +- skills/incident-responder/SKILL.md | 3 ++- skills/ios-developer/SKILL.md | 3 ++- skills/java-pro/SKILL.md | 3 ++- skills/javascript-pro/SKILL.md | 3 ++- skills/julia-pro/SKILL.md | 3 ++- skills/kubernetes-architect/SKILL.md | 3 ++- skills/legacy-modernizer/SKILL.md | 3 ++- skills/legal-advisor/SKILL.md | 3 ++- skills/m365-agents-dotnet/SKILL.md | 2 +- skills/m365-agents-py/SKILL.md | 2 +- skills/m365-agents-ts/SKILL.md | 2 +- skills/malware-analyst/SKILL.md | 3 ++- skills/market-sizing-analysis/SKILL.md | 3 ++- skills/mermaid-expert/SKILL.md | 3 ++- .../SKILL.md | 2 +- skills/minecraft-bukkit-pro/SKILL.md | 3 ++- skills/ml-engineer/SKILL.md | 3 ++- skills/mlops-engineer/SKILL.md | 3 ++- skills/mobile-developer/SKILL.md | 3 ++- skills/mobile-security-coder/SKILL.md | 3 ++- skills/network-engineer/SKILL.md | 3 ++- skills/observability-engineer/SKILL.md | 3 ++- skills/page-cro/SKILL.md | 2 +- skills/payment-integration/SKILL.md | 3 ++- skills/php-pro/SKILL.md | 3 ++- skills/posix-shell-pro/SKILL.md | 3 ++- skills/programmatic-seo/SKILL.md | 2 +- skills/python-pro/SKILL.md | 3 ++- skills/quant-analyst/SKILL.md | 3 ++- skills/reference-builder/SKILL.md | 3 ++- skills/reverse-engineer/SKILL.md | 3 ++- skills/risk-manager/SKILL.md | 3 ++- skills/ruby-pro/SKILL.md | 3 ++- skills/rust-pro/SKILL.md | 3 ++- skills/sales-automator/SKILL.md | 3 ++- skills/scala-pro/SKILL.md | 3 ++- skills/schema-markup/SKILL.md | 2 +- skills/security-auditor/SKILL.md | 3 ++- .../security-scanning-security-sast/SKILL.md | 3 ++- skills/seo-audit/SKILL.md | 2 +- skills/seo-authority-builder/SKILL.md | 3 ++- skills/seo-cannibalization-detector/SKILL.md | 3 ++- skills/seo-content-auditor/SKILL.md | 3 ++- skills/seo-content-planner/SKILL.md | 3 ++- skills/seo-content-refresher/SKILL.md | 3 ++- skills/seo-content-writer/SKILL.md | 3 ++- skills/seo-fundamentals/SKILL.md | 2 +- skills/seo-keyword-strategist/SKILL.md | 3 ++- skills/seo-meta-optimizer/SKILL.md | 3 ++- skills/seo-snippet-hunter/SKILL.md | 3 ++- skills/seo-structure-architect/SKILL.md | 3 ++- skills/sql-pro/SKILL.md | 3 ++- skills/startup-analyst/SKILL.md | 3 ++- .../SKILL.md | 3 ++- .../SKILL.md | 3 ++- .../SKILL.md | 3 ++- skills/startup-financial-modeling/SKILL.md | 3 ++- skills/startup-metrics-framework/SKILL.md | 3 ++- skills/tdd-orchestrator/SKILL.md | 3 ++- skills/team-composition-analysis/SKILL.md | 3 ++- skills/temporal-python-pro/SKILL.md | 3 ++- skills/terraform-specialist/SKILL.md | 3 ++- skills/test-automator/SKILL.md | 3 ++- skills/track-management/SKILL.md | 3 ++- skills/tutorial-engineer/SKILL.md | 3 ++- skills/typescript-expert/SKILL.md | 2 +- skills/typescript-pro/SKILL.md | 3 ++- skills/ui-ux-designer/SKILL.md | 3 ++- skills/ui-visual-validator/SKILL.md | 3 ++- skills/unity-developer/SKILL.md | 3 ++- skills/workflow-patterns/SKILL.md | 3 ++- 216 files changed, 337 insertions(+), 216 deletions(-) diff --git a/skills/ai-engineer/SKILL.md b/skills/ai-engineer/SKILL.md index 0f949484..ce392e7e 100644 --- a/skills/ai-engineer/SKILL.md +++ b/skills/ai-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: ai-engineer -description: "Build production-ready LLM applications, advanced RAG systems, and" +description: | + Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications. @@ -9,6 +10,7 @@ metadata: risk: unknown source: community --- + You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures. ## Use this skill when @@ -37,11 +39,13 @@ You are an AI engineer specializing in production-grade LLM applications, genera - Add guardrails for prompt injection, PII, and policy compliance. ## Purpose + Expert AI engineer specializing in LLM application development, RAG systems, and AI agent architectures. Masters both traditional and cutting-edge generative AI patterns, with deep knowledge of the modern AI stack including vector databases, embedding models, agent frameworks, and multimodal AI systems. ## Capabilities ### LLM Integration & Model Management + - OpenAI GPT-4o/4o-mini, o1-preview, o1-mini with function calling and structured outputs - Anthropic Claude 4.5 Sonnet/Haiku, Claude 4.1 Opus with tool use and computer use - Open-source models: Llama 3.1/3.2, Mixtral 8x7B/8x22B, Qwen 2.5, DeepSeek-V2 @@ -51,6 +55,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Cost optimization through model selection and caching strategies ### Advanced RAG Systems + - Production RAG architectures with multi-stage retrieval pipelines - Vector databases: Pinecone, Qdrant, Weaviate, Chroma, Milvus, pgvector - Embedding models: OpenAI text-embedding-3-large/small, Cohere embed-v3, BGE-large @@ -62,6 +67,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Advanced RAG patterns: GraphRAG, HyDE, RAG-Fusion, self-RAG ### Agent Frameworks & Orchestration + - LangChain/LangGraph for complex agent workflows and state management - LlamaIndex for data-centric AI applications and advanced retrieval - CrewAI for multi-agent collaboration and specialized agent roles @@ -72,6 +78,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Agent evaluation and monitoring with custom metrics ### Vector Search & Embeddings + - Embedding model selection and fine-tuning for domain-specific tasks - Vector indexing strategies: HNSW, IVF, LSH for different scale requirements - Similarity metrics: cosine, dot product, Euclidean for various use cases @@ -80,6 +87,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Vector database optimization: indexing, sharding, and caching strategies ### Prompt Engineering & Optimization + - Advanced prompting techniques: chain-of-thought, tree-of-thoughts, self-consistency - Few-shot and in-context learning optimization - Prompt templates with dynamic variable injection and conditioning @@ -89,6 +97,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Multi-modal prompting for vision and audio models ### Production AI Systems + - LLM serving with FastAPI, async processing, and load balancing - Streaming responses and real-time inference optimization - Caching strategies: semantic caching, response memoization, embedding caching @@ -98,6 +107,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Observability: logging, metrics, tracing with LangSmith, Phoenix, Weights & Biases ### Multimodal AI Integration + - Vision models: GPT-4V, Claude 4 Vision, LLaVA, CLIP for image understanding - Audio processing: Whisper for speech-to-text, ElevenLabs for text-to-speech - Document AI: OCR, table extraction, layout understanding with models like LayoutLM @@ -105,6 +115,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Cross-modal embeddings and unified vector spaces ### AI Safety & Governance + - Content moderation with OpenAI Moderation API and custom classifiers - Prompt injection detection and prevention strategies - PII detection and redaction in AI workflows @@ -113,6 +124,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Responsible AI practices and ethical considerations ### Data Processing & Pipeline Management + - Document processing: PDF extraction, web scraping, API integrations - Data preprocessing: cleaning, normalization, deduplication - Pipeline orchestration with Apache Airflow, Dagster, Prefect @@ -121,6 +133,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - ETL/ELT processes for AI data preparation ### Integration & API Development + - RESTful API design for AI services with FastAPI, Flask - GraphQL APIs for flexible AI data querying - Webhook integration and event-driven architectures @@ -129,6 +142,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - API security: OAuth, JWT, API key management ## Behavioral Traits + - Prioritizes production reliability and scalability over proof-of-concept implementations - Implements comprehensive error handling and graceful degradation - Focuses on cost optimization and efficient resource utilization @@ -141,6 +155,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Balances cutting-edge techniques with proven, stable solutions ## Knowledge Base + - Latest LLM developments and model capabilities (GPT-4o, Claude 4.5, Llama 3.2) - Modern vector database architectures and optimization techniques - Production AI system design patterns and best practices @@ -153,6 +168,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and - Prompt engineering and optimization methodologies ## Response Approach + 1. **Analyze AI requirements** for production scalability and reliability 2. **Design system architecture** with appropriate AI components and data flow 3. **Implement production-ready code** with comprehensive error handling @@ -163,6 +179,7 @@ Expert AI engineer specializing in LLM application development, RAG systems, and 8. **Provide testing strategies** including adversarial and edge cases ## Example Interactions + - "Build a production RAG system for enterprise knowledge base with hybrid search" - "Implement a multi-agent customer service system with escalation workflows" - "Design a cost-optimized LLM inference pipeline with caching and load balancing" diff --git a/skills/analytics-tracking/SKILL.md b/skills/analytics-tracking/SKILL.md index d25e5f1c..72bcbed0 100644 --- a/skills/analytics-tracking/SKILL.md +++ b/skills/analytics-tracking/SKILL.md @@ -1,6 +1,6 @@ --- name: analytics-tracking -description: ">" +description: > Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). diff --git a/skills/angular/SKILL.md b/skills/angular/SKILL.md index 964a8cc8..7352d107 100644 --- a/skills/angular/SKILL.md +++ b/skills/angular/SKILL.md @@ -1,6 +1,6 @@ --- name: angular -description: ">-" +description: >- Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIVELY for Angular development, component architecture, state diff --git a/skills/api-documenter/SKILL.md b/skills/api-documenter/SKILL.md index aa613598..f3485bae 100644 --- a/skills/api-documenter/SKILL.md +++ b/skills/api-documenter/SKILL.md @@ -1,6 +1,7 @@ --- name: api-documenter -description: "Master API documentation with OpenAPI 3.1, AI-powered tools, and" +description: | + Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation. diff --git a/skills/arm-cortex-expert/SKILL.md b/skills/arm-cortex-expert/SKILL.md index 0512c5b9..ddc16100 100644 --- a/skills/arm-cortex-expert/SKILL.md +++ b/skills/arm-cortex-expert/SKILL.md @@ -1,6 +1,6 @@ --- name: arm-cortex-expert -description: ">" +description: > Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded diff --git a/skills/azure-ai-agents-persistent-dotnet/SKILL.md b/skills/azure-ai-agents-persistent-dotnet/SKILL.md index 3979d282..f8fdb292 100644 --- a/skills/azure-ai-agents-persistent-dotnet/SKILL.md +++ b/skills/azure-ai-agents-persistent-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-agents-persistent-dotnet -description: "|" +description: | Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET". package: Azure.AI.Agents.Persistent risk: unknown diff --git a/skills/azure-ai-agents-persistent-java/SKILL.md b/skills/azure-ai-agents-persistent-java/SKILL.md index 9c34fc37..fcd77b71 100644 --- a/skills/azure-ai-agents-persistent-java/SKILL.md +++ b/skills/azure-ai-agents-persistent-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-agents-persistent-java -description: "|" +description: | Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java". package: com.azure:azure-ai-agents-persistent diff --git a/skills/azure-ai-contentsafety-py/SKILL.md b/skills/azure-ai-contentsafety-py/SKILL.md index 672acfbc..104f011e 100644 --- a/skills/azure-ai-contentsafety-py/SKILL.md +++ b/skills/azure-ai-contentsafety-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-contentsafety-py -description: "|" +description: | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis". package: azure-ai-contentsafety diff --git a/skills/azure-ai-contentunderstanding-py/SKILL.md b/skills/azure-ai-contentunderstanding-py/SKILL.md index d6936e74..ba4614ec 100644 --- a/skills/azure-ai-contentunderstanding-py/SKILL.md +++ b/skills/azure-ai-contentunderstanding-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-contentunderstanding-py -description: "|" +description: | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription". package: azure-ai-contentunderstanding diff --git a/skills/azure-ai-document-intelligence-dotnet/SKILL.md b/skills/azure-ai-document-intelligence-dotnet/SKILL.md index bf04b40f..29e9c380 100644 --- a/skills/azure-ai-document-intelligence-dotnet/SKILL.md +++ b/skills/azure-ai-document-intelligence-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-document-intelligence-dotnet -description: "|" +description: | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET". package: Azure.AI.DocumentIntelligence risk: unknown diff --git a/skills/azure-ai-ml-py/SKILL.md b/skills/azure-ai-ml-py/SKILL.md index d3edddb1..9e22c8d8 100644 --- a/skills/azure-ai-ml-py/SKILL.md +++ b/skills/azure-ai-ml-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-ml-py -description: "|" +description: | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets". package: azure-ai-ml diff --git a/skills/azure-ai-openai-dotnet/SKILL.md b/skills/azure-ai-openai-dotnet/SKILL.md index 97437f44..2f52ef0b 100644 --- a/skills/azure-ai-openai-dotnet/SKILL.md +++ b/skills/azure-ai-openai-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-openai-dotnet -description: "|" +description: | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET". package: Azure.AI.OpenAI risk: unknown diff --git a/skills/azure-ai-projects-dotnet/SKILL.md b/skills/azure-ai-projects-dotnet/SKILL.md index e9199ef3..bcc7e4d5 100644 --- a/skills/azure-ai-projects-dotnet/SKILL.md +++ b/skills/azure-ai-projects-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-projects-dotnet -description: "|" +description: | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET". package: Azure.AI.Projects risk: unknown diff --git a/skills/azure-ai-projects-java/SKILL.md b/skills/azure-ai-projects-java/SKILL.md index 1e4b9167..3ac3ff82 100644 --- a/skills/azure-ai-projects-java/SKILL.md +++ b/skills/azure-ai-projects-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-projects-java -description: "|" +description: | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient". package: com.azure:azure-ai-projects diff --git a/skills/azure-ai-textanalytics-py/SKILL.md b/skills/azure-ai-textanalytics-py/SKILL.md index ae54fb5c..e9ef631d 100644 --- a/skills/azure-ai-textanalytics-py/SKILL.md +++ b/skills/azure-ai-textanalytics-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-textanalytics-py -description: "|" +description: | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text. Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient". package: azure-ai-textanalytics diff --git a/skills/azure-ai-transcription-py/SKILL.md b/skills/azure-ai-transcription-py/SKILL.md index 216c20b0..f0ca97c9 100644 --- a/skills/azure-ai-transcription-py/SKILL.md +++ b/skills/azure-ai-transcription-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-transcription-py -description: "|" +description: | Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient". package: azure-ai-transcription diff --git a/skills/azure-ai-translation-document-py/SKILL.md b/skills/azure-ai-translation-document-py/SKILL.md index c7e1ee0f..9183d0fc 100644 --- a/skills/azure-ai-translation-document-py/SKILL.md +++ b/skills/azure-ai-translation-document-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-translation-document-py -description: "|" +description: | Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient". package: azure-ai-translation-document diff --git a/skills/azure-ai-translation-text-py/SKILL.md b/skills/azure-ai-translation-text-py/SKILL.md index 7bf2779b..ca2f411b 100644 --- a/skills/azure-ai-translation-text-py/SKILL.md +++ b/skills/azure-ai-translation-text-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-translation-text-py -description: "|" +description: | Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient". package: azure-ai-translation-text diff --git a/skills/azure-ai-vision-imageanalysis-py/SKILL.md b/skills/azure-ai-vision-imageanalysis-py/SKILL.md index 572781cb..bb773c21 100644 --- a/skills/azure-ai-vision-imageanalysis-py/SKILL.md +++ b/skills/azure-ai-vision-imageanalysis-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-vision-imageanalysis-py -description: "|" +description: | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption". package: azure-ai-vision-imageanalysis diff --git a/skills/azure-ai-voicelive-dotnet/SKILL.md b/skills/azure-ai-voicelive-dotnet/SKILL.md index e52481a5..9db74f00 100644 --- a/skills/azure-ai-voicelive-dotnet/SKILL.md +++ b/skills/azure-ai-voicelive-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-voicelive-dotnet -description: "|" +description: | Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech". package: Azure.AI.VoiceLive risk: unknown diff --git a/skills/azure-ai-voicelive-java/SKILL.md b/skills/azure-ai-voicelive-java/SKILL.md index 9c3e1306..505a48ee 100644 --- a/skills/azure-ai-voicelive-java/SKILL.md +++ b/skills/azure-ai-voicelive-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-voicelive-java -description: "|" +description: | Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java". package: com.azure:azure-ai-voicelive diff --git a/skills/azure-ai-voicelive-ts/SKILL.md b/skills/azure-ai-voicelive-ts/SKILL.md index 5e13f368..25ab69c3 100644 --- a/skills/azure-ai-voicelive-ts/SKILL.md +++ b/skills/azure-ai-voicelive-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-voicelive-ts -description: "|" +description: | Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript". package: "@azure/ai-voicelive" risk: unknown diff --git a/skills/azure-appconfiguration-java/SKILL.md b/skills/azure-appconfiguration-java/SKILL.md index e4560c24..5b0bc039 100644 --- a/skills/azure-appconfiguration-java/SKILL.md +++ b/skills/azure-appconfiguration-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-appconfiguration-java -description: "|" +description: | Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. Triggers: "ConfigurationClient java", "app configuration java", "feature flag java", "configuration setting java", "azure config java". package: com.azure:azure-data-appconfiguration diff --git a/skills/azure-appconfiguration-py/SKILL.md b/skills/azure-appconfiguration-py/SKILL.md index c1da4e42..d02fbeef 100644 --- a/skills/azure-appconfiguration-py/SKILL.md +++ b/skills/azure-appconfiguration-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-appconfiguration-py -description: "|" +description: | Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings". package: azure-appconfiguration diff --git a/skills/azure-compute-batch-java/SKILL.md b/skills/azure-compute-batch-java/SKILL.md index 993554e9..8da9c747 100644 --- a/skills/azure-compute-batch-java/SKILL.md +++ b/skills/azure-compute-batch-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-compute-batch-java -description: "|" +description: | Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java". risk: unknown diff --git a/skills/azure-containerregistry-py/SKILL.md b/skills/azure-containerregistry-py/SKILL.md index 76f76a65..aa2f6aee 100644 --- a/skills/azure-containerregistry-py/SKILL.md +++ b/skills/azure-containerregistry-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-containerregistry-py -description: "|" +description: | Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR". package: azure-containerregistry diff --git a/skills/azure-cosmos-java/SKILL.md b/skills/azure-cosmos-java/SKILL.md index d71dfa6d..e8dccae8 100644 --- a/skills/azure-cosmos-java/SKILL.md +++ b/skills/azure-cosmos-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-cosmos-java -description: "|" +description: | Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java". package: azure-cosmos diff --git a/skills/azure-cosmos-py/SKILL.md b/skills/azure-cosmos-py/SKILL.md index 11903d99..90e86b4a 100644 --- a/skills/azure-cosmos-py/SKILL.md +++ b/skills/azure-cosmos-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-cosmos-py -description: "|" +description: | Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key". package: azure-cosmos diff --git a/skills/azure-cosmos-rust/SKILL.md b/skills/azure-cosmos-rust/SKILL.md index d8e3ad7a..ec7387aa 100644 --- a/skills/azure-cosmos-rust/SKILL.md +++ b/skills/azure-cosmos-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-cosmos-rust -description: "|" +description: | Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key". package: azure_data_cosmos diff --git a/skills/azure-cosmos-ts/SKILL.md b/skills/azure-cosmos-ts/SKILL.md index a6a2a5cf..d09d11a2 100644 --- a/skills/azure-cosmos-ts/SKILL.md +++ b/skills/azure-cosmos-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-cosmos-ts -description: "|" +description: | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: "Cosmos DB", "@azure/cosmos", "CosmosClient", "document CRUD", "NoSQL queries", "bulk operations", "partition key", "container.items". package: "@azure/cosmos" risk: unknown diff --git a/skills/azure-data-tables-py/SKILL.md b/skills/azure-data-tables-py/SKILL.md index 7abbdcd5..6fedc112 100644 --- a/skills/azure-data-tables-py/SKILL.md +++ b/skills/azure-data-tables-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-data-tables-py -description: "|" +description: | Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey". package: azure-data-tables diff --git a/skills/azure-eventgrid-dotnet/SKILL.md b/skills/azure-eventgrid-dotnet/SKILL.md index 0f180e9c..3fca07ca 100644 --- a/skills/azure-eventgrid-dotnet/SKILL.md +++ b/skills/azure-eventgrid-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventgrid-dotnet -description: "|" +description: | Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub". package: Azure.Messaging.EventGrid risk: unknown diff --git a/skills/azure-eventgrid-py/SKILL.md b/skills/azure-eventgrid-py/SKILL.md index ddfe5c1f..bb801f99 100644 --- a/skills/azure-eventgrid-py/SKILL.md +++ b/skills/azure-eventgrid-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventgrid-py -description: "|" +description: | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events". package: azure-eventgrid diff --git a/skills/azure-eventhub-dotnet/SKILL.md b/skills/azure-eventhub-dotnet/SKILL.md index 1ba7c843..06cf909e 100644 --- a/skills/azure-eventhub-dotnet/SKILL.md +++ b/skills/azure-eventhub-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventhub-dotnet -description: "|" +description: | Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition". package: Azure.Messaging.EventHubs risk: unknown diff --git a/skills/azure-eventhub-py/SKILL.md b/skills/azure-eventhub-py/SKILL.md index 3914b7c8..82da2387 100644 --- a/skills/azure-eventhub-py/SKILL.md +++ b/skills/azure-eventhub-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventhub-py -description: "|" +description: | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions". package: azure-eventhub diff --git a/skills/azure-eventhub-rust/SKILL.md b/skills/azure-eventhub-rust/SKILL.md index 702cc64e..2477807e 100644 --- a/skills/azure-eventhub-rust/SKILL.md +++ b/skills/azure-eventhub-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventhub-rust -description: "|" +description: | Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust". package: azure_messaging_eventhubs diff --git a/skills/azure-identity-dotnet/SKILL.md b/skills/azure-identity-dotnet/SKILL.md index d8e4b54e..c3be00b7 100644 --- a/skills/azure-identity-dotnet/SKILL.md +++ b/skills/azure-identity-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-identity-dotnet -description: "|" +description: | Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain". package: Azure.Identity risk: unknown diff --git a/skills/azure-identity-py/SKILL.md b/skills/azure-identity-py/SKILL.md index 88555e3c..c55dad89 100644 --- a/skills/azure-identity-py/SKILL.md +++ b/skills/azure-identity-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-identity-py -description: "|" +description: | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential". package: azure-identity diff --git a/skills/azure-identity-rust/SKILL.md b/skills/azure-identity-rust/SKILL.md index 8ed389ce..c2583c0f 100644 --- a/skills/azure-identity-rust/SKILL.md +++ b/skills/azure-identity-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-identity-rust -description: "|" +description: | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. Triggers: "azure-identity", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust". package: azure_identity diff --git a/skills/azure-keyvault-certificates-rust/SKILL.md b/skills/azure-keyvault-certificates-rust/SKILL.md index 60452370..b46965d4 100644 --- a/skills/azure-keyvault-certificates-rust/SKILL.md +++ b/skills/azure-keyvault-certificates-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-keyvault-certificates-rust -description: "|" +description: | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust". package: azure_security_keyvault_certificates diff --git a/skills/azure-keyvault-keys-rust/SKILL.md b/skills/azure-keyvault-keys-rust/SKILL.md index c88a11e3..516fadcb 100644 --- a/skills/azure-keyvault-keys-rust/SKILL.md +++ b/skills/azure-keyvault-keys-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-keyvault-keys-rust -description: "|" +description: | Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "sign rust". package: azure_security_keyvault_keys diff --git a/skills/azure-keyvault-py/SKILL.md b/skills/azure-keyvault-py/SKILL.md index 0709c5fa..ac389a32 100644 --- a/skills/azure-keyvault-py/SKILL.md +++ b/skills/azure-keyvault-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-keyvault-py -description: "|" +description: | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys". package: azure-keyvault-secrets, azure-keyvault-keys, azure-keyvault-certificates diff --git a/skills/azure-keyvault-secrets-rust/SKILL.md b/skills/azure-keyvault-secrets-rust/SKILL.md index af92fbd3..30422f93 100644 --- a/skills/azure-keyvault-secrets-rust/SKILL.md +++ b/skills/azure-keyvault-secrets-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-keyvault-secrets-rust -description: "|" +description: | Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust". package: azure_security_keyvault_secrets diff --git a/skills/azure-maps-search-dotnet/SKILL.md b/skills/azure-maps-search-dotnet/SKILL.md index 7fd23ea8..5688d5a1 100644 --- a/skills/azure-maps-search-dotnet/SKILL.md +++ b/skills/azure-maps-search-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-maps-search-dotnet -description: "|" +description: | Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation". package: Azure.Maps.Search risk: unknown diff --git a/skills/azure-messaging-webpubsubservice-py/SKILL.md b/skills/azure-messaging-webpubsubservice-py/SKILL.md index e0c1f565..b3a686c8 100644 --- a/skills/azure-messaging-webpubsubservice-py/SKILL.md +++ b/skills/azure-messaging-webpubsubservice-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-messaging-webpubsubservice-py -description: "|" +description: | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub". package: azure-messaging-webpubsubservice diff --git a/skills/azure-mgmt-apicenter-dotnet/SKILL.md b/skills/azure-mgmt-apicenter-dotnet/SKILL.md index e5052bb2..cfa82d7b 100644 --- a/skills/azure-mgmt-apicenter-dotnet/SKILL.md +++ b/skills/azure-mgmt-apicenter-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-apicenter-dotnet -description: "|" +description: | Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery". package: Azure.ResourceManager.ApiCenter risk: unknown diff --git a/skills/azure-mgmt-apicenter-py/SKILL.md b/skills/azure-mgmt-apicenter-py/SKILL.md index 2a07de6d..6b0a39dc 100644 --- a/skills/azure-mgmt-apicenter-py/SKILL.md +++ b/skills/azure-mgmt-apicenter-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-apicenter-py -description: "|" +description: | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance". package: azure-mgmt-apicenter diff --git a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md index 19df092d..73fe5274 100644 --- a/skills/azure-mgmt-apimanagement-dotnet/SKILL.md +++ b/skills/azure-mgmt-apimanagement-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-apimanagement-dotnet -description: "|" +description: | Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions". package: Azure.ResourceManager.ApiManagement risk: unknown diff --git a/skills/azure-mgmt-apimanagement-py/SKILL.md b/skills/azure-mgmt-apimanagement-py/SKILL.md index 64d63bd0..b0d4dcbc 100644 --- a/skills/azure-mgmt-apimanagement-py/SKILL.md +++ b/skills/azure-mgmt-apimanagement-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-apimanagement-py -description: "|" +description: | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management". package: azure-mgmt-apimanagement diff --git a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md index d94beffc..d9a0482f 100644 --- a/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md +++ b/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-applicationinsights-dotnet -description: "|" +description: | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks". package: Azure.ResourceManager.ApplicationInsights risk: unknown diff --git a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md index 4330e176..b8c213df 100644 --- a/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md +++ b/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-arizeaiobservabilityeval-dotnet -description: "|" +description: | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization". diff --git a/skills/azure-mgmt-botservice-dotnet/SKILL.md b/skills/azure-mgmt-botservice-dotnet/SKILL.md index 94d8824f..56bbcabd 100644 --- a/skills/azure-mgmt-botservice-dotnet/SKILL.md +++ b/skills/azure-mgmt-botservice-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-botservice-dotnet -description: "|" +description: | Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot". package: Azure.ResourceManager.BotService risk: unknown diff --git a/skills/azure-mgmt-botservice-py/SKILL.md b/skills/azure-mgmt-botservice-py/SKILL.md index c6b851be..b954c17f 100644 --- a/skills/azure-mgmt-botservice-py/SKILL.md +++ b/skills/azure-mgmt-botservice-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-botservice-py -description: "|" +description: | Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels". risk: unknown diff --git a/skills/azure-mgmt-fabric-dotnet/SKILL.md b/skills/azure-mgmt-fabric-dotnet/SKILL.md index 9721d0dd..6076541f 100644 --- a/skills/azure-mgmt-fabric-dotnet/SKILL.md +++ b/skills/azure-mgmt-fabric-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-fabric-dotnet -description: "|" +description: | Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource". package: Azure.ResourceManager.Fabric risk: unknown diff --git a/skills/azure-mgmt-fabric-py/SKILL.md b/skills/azure-mgmt-fabric-py/SKILL.md index 2e2ff79b..e4c78ea3 100644 --- a/skills/azure-mgmt-fabric-py/SKILL.md +++ b/skills/azure-mgmt-fabric-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-fabric-py -description: "|" +description: | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity". risk: unknown diff --git a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md index c08a2fd3..ece97788 100644 --- a/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md +++ b/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-weightsandbiases-dotnet -description: "|" +description: | Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: "Weights and Biases", "W&B", "WeightsAndBiases", "ML experiment tracking", "model registry", "experiment management", "wandb". package: Azure.ResourceManager.WeightsAndBiases risk: unknown diff --git a/skills/azure-monitor-ingestion-java/SKILL.md b/skills/azure-monitor-ingestion-java/SKILL.md index a288b279..dbba70cc 100644 --- a/skills/azure-monitor-ingestion-java/SKILL.md +++ b/skills/azure-monitor-ingestion-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-ingestion-java -description: "|" +description: | Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java". package: com.azure:azure-monitor-ingestion diff --git a/skills/azure-monitor-ingestion-py/SKILL.md b/skills/azure-monitor-ingestion-py/SKILL.md index c14e9c95..cff95c04 100644 --- a/skills/azure-monitor-ingestion-py/SKILL.md +++ b/skills/azure-monitor-ingestion-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-ingestion-py -description: "|" +description: | Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics". package: azure-monitor-ingestion diff --git a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md index 5cbddf1d..275c343c 100644 --- a/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md +++ b/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-opentelemetry-exporter-java -description: "|" +description: | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure. diff --git a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md index b78077e4..3218be18 100644 --- a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md +++ b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-opentelemetry-exporter-py -description: "|" +description: | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter". package: azure-monitor-opentelemetry-exporter diff --git a/skills/azure-monitor-opentelemetry-py/SKILL.md b/skills/azure-monitor-opentelemetry-py/SKILL.md index 93739fcf..b9f55503 100644 --- a/skills/azure-monitor-opentelemetry-py/SKILL.md +++ b/skills/azure-monitor-opentelemetry-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-opentelemetry-py -description: "|" +description: | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation". package: azure-monitor-opentelemetry diff --git a/skills/azure-monitor-query-java/SKILL.md b/skills/azure-monitor-query-java/SKILL.md index f03398d1..02db8627 100644 --- a/skills/azure-monitor-query-java/SKILL.md +++ b/skills/azure-monitor-query-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-query-java -description: "|" +description: | Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. Triggers: "LogsQueryClient java", "MetricsQueryClient java", "kusto query java", "log analytics java", "azure monitor query java". Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics. diff --git a/skills/azure-monitor-query-py/SKILL.md b/skills/azure-monitor-query-py/SKILL.md index 44c5028e..36fa0a65 100644 --- a/skills/azure-monitor-query-py/SKILL.md +++ b/skills/azure-monitor-query-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-query-py -description: "|" +description: | Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics". package: azure-monitor-query diff --git a/skills/azure-postgres-ts/SKILL.md b/skills/azure-postgres-ts/SKILL.md index 23ebed5f..76f2adff 100644 --- a/skills/azure-postgres-ts/SKILL.md +++ b/skills/azure-postgres-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-postgres-ts -description: "|" +description: | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres". package: pg risk: unknown diff --git a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md index b5a1633e..d525cc85 100644 --- a/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md +++ b/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-cosmosdb-dotnet -description: "|" +description: | Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB". package: Azure.ResourceManager.CosmosDB risk: unknown diff --git a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md index 40f79c81..0aaff756 100644 --- a/skills/azure-resource-manager-durabletask-dotnet/SKILL.md +++ b/skills/azure-resource-manager-durabletask-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-durabletask-dotnet -description: "|" +description: | Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: "Durable Task Scheduler", "create scheduler", "task hub", "DurableTaskSchedulerResource", "provision Durable Task", "orchestration scheduler". package: Azure.ResourceManager.DurableTask risk: unknown diff --git a/skills/azure-resource-manager-mysql-dotnet/SKILL.md b/skills/azure-resource-manager-mysql-dotnet/SKILL.md index 6a5140d9..20ae4466 100644 --- a/skills/azure-resource-manager-mysql-dotnet/SKILL.md +++ b/skills/azure-resource-manager-mysql-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-mysql-dotnet -description: "|" +description: | Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup". package: Azure.ResourceManager.MySql risk: unknown diff --git a/skills/azure-resource-manager-playwright-dotnet/SKILL.md b/skills/azure-resource-manager-playwright-dotnet/SKILL.md index ad780184..afb448fc 100644 --- a/skills/azure-resource-manager-playwright-dotnet/SKILL.md +++ b/skills/azure-resource-manager-playwright-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-playwright-dotnet -description: "|" +description: | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, checking name availability, and managing workspace quotas via Azure Resource Manager. NOT for running Playwright tests - use Azure.Developer.MicrosoftPlaywrightTesting.NUnit for that. Triggers: "Playwright workspace", "create Playwright Testing workspace", "manage Playwright resources", "ARM Playwright", "PlaywrightWorkspaceResource", "provision Playwright Testing". package: Azure.ResourceManager.Playwright risk: unknown diff --git a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md index c3cefe84..f8319426 100644 --- a/skills/azure-resource-manager-postgresql-dotnet/SKILL.md +++ b/skills/azure-resource-manager-postgresql-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-postgresql-dotnet -description: "|" +description: | Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL", "PostgreSqlFlexibleServer", "PostgreSQL Flexible Server", "Azure Database for PostgreSQL", "PostgreSQL database management", "PostgreSQL firewall", "PostgreSQL backup", "Postgres". package: Azure.ResourceManager.PostgreSql risk: unknown diff --git a/skills/azure-resource-manager-redis-dotnet/SKILL.md b/skills/azure-resource-manager-redis-dotnet/SKILL.md index 96175c18..7fa278b1 100644 --- a/skills/azure-resource-manager-redis-dotnet/SKILL.md +++ b/skills/azure-resource-manager-redis-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-redis-dotnet -description: "|" +description: | Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access keys, patch schedules, linked servers (geo-replication), and private endpoints via Azure Resource Manager. NOT for data plane operations (get/set keys, pub/sub) - use StackExchange.Redis for that. Triggers: "Redis cache", "create Redis", "manage Redis", "ARM Redis", "RedisResource", "provision Redis", "Azure Cache for Redis". package: Azure.ResourceManager.Redis risk: unknown diff --git a/skills/azure-resource-manager-sql-dotnet/SKILL.md b/skills/azure-resource-manager-sql-dotnet/SKILL.md index 0f98adf5..3da3fa13 100644 --- a/skills/azure-resource-manager-sql-dotnet/SKILL.md +++ b/skills/azure-resource-manager-sql-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-resource-manager-sql-dotnet -description: "|" +description: | Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rules, and failover groups via Azure Resource Manager. NOT for data plane operations (executing queries) - use Microsoft.Data.SqlClient for that. Triggers: "SQL server", "create SQL database", "manage SQL resources", "ARM SQL", "SqlServerResource", "provision Azure SQL", "elastic pool", "firewall rule". package: Azure.ResourceManager.Sql risk: unknown diff --git a/skills/azure-search-documents-dotnet/SKILL.md b/skills/azure-search-documents-dotnet/SKILL.md index 954fad18..d3d61d12 100644 --- a/skills/azure-search-documents-dotnet/SKILL.md +++ b/skills/azure-search-documents-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-search-documents-dotnet -description: "|" +description: | Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: "Azure Search .NET", "SearchClient", "SearchIndexClient", "vector search C#", "semantic search .NET", "hybrid search", "Azure.Search.Documents". package: Azure.Search.Documents risk: unknown diff --git a/skills/azure-search-documents-py/SKILL.md b/skills/azure-search-documents-py/SKILL.md index a481063b..a759bdef 100644 --- a/skills/azure-search-documents-py/SKILL.md +++ b/skills/azure-search-documents-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-search-documents-py -description: "|" +description: | Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search". package: azure-search-documents diff --git a/skills/azure-security-keyvault-keys-dotnet/SKILL.md b/skills/azure-security-keyvault-keys-dotnet/SKILL.md index ba20d0e2..68d1266c 100644 --- a/skills/azure-security-keyvault-keys-dotnet/SKILL.md +++ b/skills/azure-security-keyvault-keys-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-security-keyvault-keys-dotnet -description: "|" +description: | Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification. Triggers: "Key Vault keys", "KeyClient", "CryptographyClient", "RSA key", "EC key", "encrypt decrypt .NET", "key rotation", "HSM". package: Azure.Security.KeyVault.Keys risk: unknown diff --git a/skills/azure-servicebus-dotnet/SKILL.md b/skills/azure-servicebus-dotnet/SKILL.md index 22fb9891..f35c51bb 100644 --- a/skills/azure-servicebus-dotnet/SKILL.md +++ b/skills/azure-servicebus-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-servicebus-dotnet -description: "|" +description: | Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: "Service Bus", "ServiceBusClient", "ServiceBusSender", "ServiceBusReceiver", "ServiceBusProcessor", "message queue", "pub/sub .NET", "dead letter queue". package: Azure.Messaging.ServiceBus risk: unknown diff --git a/skills/azure-servicebus-py/SKILL.md b/skills/azure-servicebus-py/SKILL.md index 6e82b598..48e59609 100644 --- a/skills/azure-servicebus-py/SKILL.md +++ b/skills/azure-servicebus-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-servicebus-py -description: "|" +description: | Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. Triggers: "service bus", "ServiceBusClient", "queue", "topic", "subscription", "message broker". package: azure-servicebus diff --git a/skills/azure-speech-to-text-rest-py/SKILL.md b/skills/azure-speech-to-text-rest-py/SKILL.md index a9781432..e1f7de6d 100644 --- a/skills/azure-speech-to-text-rest-py/SKILL.md +++ b/skills/azure-speech-to-text-rest-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-speech-to-text-rest-py -description: "|" +description: | Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead. diff --git a/skills/azure-storage-blob-py/SKILL.md b/skills/azure-storage-blob-py/SKILL.md index 6ebe6b36..f97d7347 100644 --- a/skills/azure-storage-blob-py/SKILL.md +++ b/skills/azure-storage-blob-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-blob-py -description: "|" +description: | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient", "upload blob", "download blob". package: azure-storage-blob diff --git a/skills/azure-storage-blob-rust/SKILL.md b/skills/azure-storage-blob-rust/SKILL.md index 2b43e56b..26d565e6 100644 --- a/skills/azure-storage-blob-rust/SKILL.md +++ b/skills/azure-storage-blob-rust/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-blob-rust -description: "|" +description: | Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "container rust". package: azure_storage_blob diff --git a/skills/azure-storage-blob-ts/SKILL.md b/skills/azure-storage-blob-ts/SKILL.md index f941ba21..c5450d8c 100644 --- a/skills/azure-storage-blob-ts/SKILL.md +++ b/skills/azure-storage-blob-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-blob-ts -description: "|" +description: | Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, page blobs, SAS tokens, and streaming. Triggers: "blob storage", "@azure/storage-blob", "BlobServiceClient", "ContainerClient", "upload blob", "download blob", "SAS token", "block blob". package: "@azure/storage-blob" risk: unknown diff --git a/skills/azure-storage-file-datalake-py/SKILL.md b/skills/azure-storage-file-datalake-py/SKILL.md index 05c70fd8..585c9cbe 100644 --- a/skills/azure-storage-file-datalake-py/SKILL.md +++ b/skills/azure-storage-file-datalake-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-file-datalake-py -description: "|" +description: | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lake", "DataLakeServiceClient", "FileSystemClient", "ADLS Gen2", "hierarchical namespace". package: azure-storage-file-datalake diff --git a/skills/azure-storage-file-share-py/SKILL.md b/skills/azure-storage-file-share-py/SKILL.md index 2889a9ff..676952c1 100644 --- a/skills/azure-storage-file-share-py/SKILL.md +++ b/skills/azure-storage-file-share-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-file-share-py -description: "|" +description: | Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB". risk: unknown diff --git a/skills/azure-storage-file-share-ts/SKILL.md b/skills/azure-storage-file-share-ts/SKILL.md index 6e9bae7f..c6c0f24a 100644 --- a/skills/azure-storage-file-share-ts/SKILL.md +++ b/skills/azure-storage-file-share-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-file-share-ts -description: "|" +description: | Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploading/downloading files, and handling file metadata. Supports Azure Files SMB protocol scenarios. Triggers: "file share", "@azure/storage-file-share", "ShareServiceClient", "ShareClient", "SMB", "Azure Files". package: "@azure/storage-file-share" risk: unknown diff --git a/skills/azure-storage-queue-py/SKILL.md b/skills/azure-storage-queue-py/SKILL.md index 38c91d03..39b4a270 100644 --- a/skills/azure-storage-queue-py/SKILL.md +++ b/skills/azure-storage-queue-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-queue-py -description: "|" +description: | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. Triggers: "queue storage", "QueueServiceClient", "QueueClient", "message queue", "dequeue". package: azure-storage-queue diff --git a/skills/azure-storage-queue-ts/SKILL.md b/skills/azure-storage-queue-ts/SKILL.md index d06d259f..244a5051 100644 --- a/skills/azure-storage-queue-ts/SKILL.md +++ b/skills/azure-storage-queue-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-queue-ts -description: "|" +description: | Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: "queue storage", "@azure/storage-queue", "QueueServiceClient", "QueueClient", "send message", "receive message", "dequeue", "visibility timeout". package: "@azure/storage-queue" risk: unknown diff --git a/skills/backend-architect/SKILL.md b/skills/backend-architect/SKILL.md index e2283367..c5eba207 100644 --- a/skills/backend-architect/SKILL.md +++ b/skills/backend-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: backend-architect -description: "Expert backend architect specializing in scalable API design," +description: | + Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, diff --git a/skills/backend-security-coder/SKILL.md b/skills/backend-security-coder/SKILL.md index 799b496d..d97c9883 100644 --- a/skills/backend-security-coder/SKILL.md +++ b/skills/backend-security-coder/SKILL.md @@ -1,6 +1,7 @@ --- name: backend-security-coder -description: "Expert in secure backend coding practices specializing in input" +description: | + Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews. metadata: diff --git a/skills/bash-pro/SKILL.md b/skills/bash-pro/SKILL.md index 3beb7730..6dd19742 100644 --- a/skills/bash-pro/SKILL.md +++ b/skills/bash-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: bash-pro -description: "Master of defensive Bash scripting for production automation, CI/CD" +description: | + Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts. metadata: diff --git a/skills/blockchain-developer/SKILL.md b/skills/blockchain-developer/SKILL.md index 192c89fb..c23f36d7 100644 --- a/skills/blockchain-developer/SKILL.md +++ b/skills/blockchain-developer/SKILL.md @@ -1,6 +1,7 @@ --- name: blockchain-developer -description: "Build production-ready Web3 applications, smart contracts, and" +description: | + Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations. Use PROACTIVELY for smart contracts, Web3 apps, DeFi protocols, or blockchain infrastructure. diff --git a/skills/business-analyst/SKILL.md b/skills/business-analyst/SKILL.md index ca931200..1a4462b4 100644 --- a/skills/business-analyst/SKILL.md +++ b/skills/business-analyst/SKILL.md @@ -1,6 +1,7 @@ --- name: business-analyst -description: "Master modern business analysis with AI-powered analytics," +description: | + Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis. diff --git a/skills/c4-code/SKILL.md b/skills/c4-code/SKILL.md index 333ab01b..59972a01 100644 --- a/skills/c4-code/SKILL.md +++ b/skills/c4-code/SKILL.md @@ -1,6 +1,7 @@ --- name: c4-code -description: "Expert C4 Code-level documentation specialist. Analyzes code" +description: | + Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code diff --git a/skills/c4-component/SKILL.md b/skills/c4-component/SKILL.md index 64c14978..deca5509 100644 --- a/skills/c4-component/SKILL.md +++ b/skills/c4-component/SKILL.md @@ -1,6 +1,7 @@ --- name: c4-component -description: "Expert C4 Component-level documentation specialist. Synthesizes C4" +description: | + Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships. Creates component diagrams and documentation. Use when synthesizing code-level documentation into logical diff --git a/skills/c4-container/SKILL.md b/skills/c4-container/SKILL.md index c41f6586..297a4e2b 100644 --- a/skills/c4-container/SKILL.md +++ b/skills/c4-container/SKILL.md @@ -1,6 +1,7 @@ --- name: c4-container -description: "Expert C4 Container-level documentation specialist. Synthesizes" +description: | + Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment diff --git a/skills/c4-context/SKILL.md b/skills/c4-context/SKILL.md index cf5688d0..4d1a5a52 100644 --- a/skills/c4-context/SKILL.md +++ b/skills/c4-context/SKILL.md @@ -1,6 +1,7 @@ --- name: c4-context -description: "Expert C4 Context-level documentation specialist. Creates" +description: | + Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Synthesizes container and component documentation with system documentation to create comprehensive context-level diff --git a/skills/cloud-architect/SKILL.md b/skills/cloud-architect/SKILL.md index e3679697..1cd470fc 100644 --- a/skills/cloud-architect/SKILL.md +++ b/skills/cloud-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: cloud-architect -description: "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud" +description: | + Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY diff --git a/skills/competitive-landscape/SKILL.md b/skills/competitive-landscape/SKILL.md index 70510375..dc2c64de 100644 --- a/skills/competitive-landscape/SKILL.md +++ b/skills/competitive-landscape/SKILL.md @@ -1,6 +1,7 @@ --- name: competitive-landscape -description: "This skill should be used when the user asks to \\\"analyze" +description: | + This skill should be used when the user asks to \\\"analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis. diff --git a/skills/conductor-setup/SKILL.md b/skills/conductor-setup/SKILL.md index cd21bc30..290c94ae 100644 --- a/skills/conductor-setup/SKILL.md +++ b/skills/conductor-setup/SKILL.md @@ -1,6 +1,7 @@ --- name: conductor-setup -description: "Initialize project with Conductor artifacts (product definition," +description: | + Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides) metadata: argument-hint: "[--resume]" diff --git a/skills/conductor-validator/SKILL.md b/skills/conductor-validator/SKILL.md index e06ee2d7..c32c31c4 100644 --- a/skills/conductor-validator/SKILL.md +++ b/skills/conductor-validator/SKILL.md @@ -1,6 +1,7 @@ --- name: conductor-validator -description: "Validates Conductor project artifacts for completeness," +description: | + Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context. allowed-tools: Read Glob Grep Bash diff --git a/skills/content-marketer/SKILL.md b/skills/content-marketer/SKILL.md index 7feed188..c19364b0 100644 --- a/skills/content-marketer/SKILL.md +++ b/skills/content-marketer/SKILL.md @@ -1,6 +1,7 @@ --- name: content-marketer -description: "Elite content marketing strategist specializing in AI-powered" +description: | + Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for diff --git a/skills/context-driven-development/SKILL.md b/skills/context-driven-development/SKILL.md index 5e52726e..83eb9bc4 100644 --- a/skills/context-driven-development/SKILL.md +++ b/skills/context-driven-development/SKILL.md @@ -1,6 +1,7 @@ --- name: context-driven-development -description: "Use this skill when working with Conductor's context-driven" +description: | + Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files. metadata: diff --git a/skills/context-manager/SKILL.md b/skills/context-manager/SKILL.md index bf452d36..5d06bf19 100644 --- a/skills/context-manager/SKILL.md +++ b/skills/context-manager/SKILL.md @@ -1,6 +1,7 @@ --- name: context-manager -description: "Elite AI context engineering specialist mastering dynamic context" +description: | + Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and long-running projects with 2024/2025 best practices. Use diff --git a/skills/copywriting/SKILL.md b/skills/copywriting/SKILL.md index 0fe9c9a4..8c7ad3c2 100644 --- a/skills/copywriting/SKILL.md +++ b/skills/copywriting/SKILL.md @@ -1,6 +1,6 @@ --- name: copywriting -description: ">" +description: > Use this skill when writing, rewriting, or improving marketing copy for any page (homepage, landing page, pricing, feature, product, or about page). This skill produces clear, compelling, and testable copy while enforcing diff --git a/skills/cpp-pro/SKILL.md b/skills/cpp-pro/SKILL.md index a09915f8..4c53f18a 100644 --- a/skills/cpp-pro/SKILL.md +++ b/skills/cpp-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: cpp-pro -description: "Write idiomatic C++ code with modern features, RAII, smart" +description: | + Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns. diff --git a/skills/crypto-bd-agent/SKILL.md b/skills/crypto-bd-agent/SKILL.md index 72fef6ad..af1b73f1 100644 --- a/skills/crypto-bd-agent/SKILL.md +++ b/skills/crypto-bd-agent/SKILL.md @@ -1,6 +1,6 @@ --- name: crypto-bd-agent -description: ">" +description: > Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and pipeline automation for CEX/DEX listing diff --git a/skills/csharp-pro/SKILL.md b/skills/csharp-pro/SKILL.md index 214b0a9b..36b0e549 100644 --- a/skills/csharp-pro/SKILL.md +++ b/skills/csharp-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: csharp-pro -description: "Write modern C# code with advanced features like records, pattern" +description: | + Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions. diff --git a/skills/customer-support/SKILL.md b/skills/customer-support/SKILL.md index 703e550e..129ad9a1 100644 --- a/skills/customer-support/SKILL.md +++ b/skills/customer-support/SKILL.md @@ -1,6 +1,7 @@ --- name: customer-support -description: "Elite AI-powered customer support specialist mastering" +description: | + Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimization with 2024/2025 best practices. Use PROACTIVELY for diff --git a/skills/data-engineer/SKILL.md b/skills/data-engineer/SKILL.md index 5811df64..e70febdd 100644 --- a/skills/data-engineer/SKILL.md +++ b/skills/data-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: data-engineer -description: "Build scalable data pipelines, modern data warehouses, and" +description: | + Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, or modern data stack implementation. diff --git a/skills/data-scientist/SKILL.md b/skills/data-scientist/SKILL.md index 5a64a5f2..1557281d 100644 --- a/skills/data-scientist/SKILL.md +++ b/skills/data-scientist/SKILL.md @@ -1,6 +1,7 @@ --- name: data-scientist -description: "Expert data scientist for advanced analytics, machine learning, and" +description: | + Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights. diff --git a/skills/database-admin/SKILL.md b/skills/database-admin/SKILL.md index aad6b46b..32b0891e 100644 --- a/skills/database-admin/SKILL.md +++ b/skills/database-admin/SKILL.md @@ -1,6 +1,7 @@ --- name: database-admin -description: "Expert database administrator specializing in modern cloud" +description: | + Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disaster recovery, performance optimization, and compliance. Handles multi-cloud diff --git a/skills/database-architect/SKILL.md b/skills/database-architect/SKILL.md index 09cbd574..16ed3352 100644 --- a/skills/database-architect/SKILL.md +++ b/skills/database-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: database-architect -description: "Expert database architect specializing in data layer design from" +description: | + Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both diff --git a/skills/database-optimizer/SKILL.md b/skills/database-optimizer/SKILL.md index b8f16262..1bbba8bb 100644 --- a/skills/database-optimizer/SKILL.md +++ b/skills/database-optimizer/SKILL.md @@ -1,6 +1,7 @@ --- name: database-optimizer -description: "Expert database optimizer specializing in modern performance" +description: | + Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration diff --git a/skills/debugger/SKILL.md b/skills/debugger/SKILL.md index 303c9145..1eb2dfc2 100644 --- a/skills/debugger/SKILL.md +++ b/skills/debugger/SKILL.md @@ -1,6 +1,7 @@ --- name: debugger -description: "Debugging specialist for errors, test failures, and unexpected" +description: | + Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. metadata: model: sonnet diff --git a/skills/deployment-engineer/SKILL.md b/skills/deployment-engineer/SKILL.md index 78ec5db7..af21bd2c 100644 --- a/skills/deployment-engineer/SKILL.md +++ b/skills/deployment-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: deployment-engineer -description: "Expert deployment engineer specializing in modern CI/CD pipelines," +description: | + Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security, and platform engineering. Handles zero-downtime deployments, security scanning, and diff --git a/skills/devops-troubleshooter/SKILL.md b/skills/devops-troubleshooter/SKILL.md index 94a3fbfc..c2140fe4 100644 --- a/skills/devops-troubleshooter/SKILL.md +++ b/skills/devops-troubleshooter/SKILL.md @@ -1,6 +1,7 @@ --- name: devops-troubleshooter -description: "Expert DevOps troubleshooter specializing in rapid incident" +description: | + Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimization, and root cause analysis. Handles production outages, system reliability, and preventive diff --git a/skills/django-pro/SKILL.md b/skills/django-pro/SKILL.md index 06737455..95265460 100644 --- a/skills/django-pro/SKILL.md +++ b/skills/django-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: django-pro -description: "Master Django 5.x with async views, DRF, Celery, and Django" +description: | + Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django patterns. diff --git a/skills/docs-architect/SKILL.md b/skills/docs-architect/SKILL.md index 4f7a0fa1..7c4930da 100644 --- a/skills/docs-architect/SKILL.md +++ b/skills/docs-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: docs-architect -description: "Creates comprehensive technical documentation from existing" +description: | + Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks. Use PROACTIVELY for system documentation, architecture guides, or technical deep-dives. diff --git a/skills/dotnet-architect/SKILL.md b/skills/dotnet-architect/SKILL.md index 4c1b4a9d..d5970b28 100644 --- a/skills/dotnet-architect/SKILL.md +++ b/skills/dotnet-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: dotnet-architect -description: "Expert .NET backend architect specializing in C#, ASP.NET Core," +description: | + Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await, dependency injection, caching strategies, and performance optimization. Use PROACTIVELY for .NET API development, code review, or diff --git a/skills/dx-optimizer/SKILL.md b/skills/dx-optimizer/SKILL.md index b42d5745..d85bbaa0 100644 --- a/skills/dx-optimizer/SKILL.md +++ b/skills/dx-optimizer/SKILL.md @@ -1,6 +1,7 @@ --- name: dx-optimizer -description: "Developer Experience specialist. Improves tooling, setup, and" +description: | + Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed. metadata: diff --git a/skills/elixir-pro/SKILL.md b/skills/elixir-pro/SKILL.md index ab0d10ef..eb7dbdf0 100644 --- a/skills/elixir-pro/SKILL.md +++ b/skills/elixir-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: elixir-pro -description: "Write idiomatic Elixir code with OTP patterns, supervision trees," +description: | + Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. Use PROACTIVELY for Elixir refactoring, OTP design, or complex BEAM optimizations. diff --git a/skills/error-detective/SKILL.md b/skills/error-detective/SKILL.md index 8af4f438..cd8c8fd0 100644 --- a/skills/error-detective/SKILL.md +++ b/skills/error-detective/SKILL.md @@ -1,6 +1,7 @@ --- name: error-detective -description: "Search logs and codebases for error patterns, stack traces, and" +description: | + Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when debugging issues, analyzing logs, or investigating production errors. diff --git a/skills/fastapi-pro/SKILL.md b/skills/fastapi-pro/SKILL.md index f07b0e60..b84a2913 100644 --- a/skills/fastapi-pro/SKILL.md +++ b/skills/fastapi-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: fastapi-pro -description: "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and" +description: | + Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture. diff --git a/skills/firmware-analyst/SKILL.md b/skills/firmware-analyst/SKILL.md index 83f56424..a0fcf517 100644 --- a/skills/firmware-analyst/SKILL.md +++ b/skills/firmware-analyst/SKILL.md @@ -1,6 +1,7 @@ --- name: firmware-analyst -description: "Expert firmware analyst specializing in embedded systems, IoT" +description: | + Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for routers, IoT devices, automotive systems, and industrial controllers. Use PROACTIVELY for firmware security diff --git a/skills/flutter-expert/SKILL.md b/skills/flutter-expert/SKILL.md index 7b8ee06a..f5d6d848 100644 --- a/skills/flutter-expert/SKILL.md +++ b/skills/flutter-expert/SKILL.md @@ -1,6 +1,7 @@ --- name: flutter-expert -description: "Master Flutter development with Dart 3, advanced widgets, and" +description: | + Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. Handles state management, animations, testing, and performance optimization for mobile, web, desktop, and embedded platforms. Use PROACTIVELY for Flutter architecture, UI implementation, or cross-platform diff --git a/skills/form-cro/SKILL.md b/skills/form-cro/SKILL.md index d6ec718a..42691609 100644 --- a/skills/form-cro/SKILL.md +++ b/skills/form-cro/SKILL.md @@ -1,6 +1,6 @@ --- name: form-cro -description: ">" +description: > Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms. Use when the goal is to increase form completion rate, reduce friction, or diff --git a/skills/frontend-developer/SKILL.md b/skills/frontend-developer/SKILL.md index 9076ec20..0f065ebb 100644 --- a/skills/frontend-developer/SKILL.md +++ b/skills/frontend-developer/SKILL.md @@ -1,6 +1,7 @@ --- name: frontend-developer -description: "Build React components, implement responsive layouts, and handle" +description: | + Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. Optimizes performance and ensures accessibility. Use PROACTIVELY when creating UI components or fixing frontend issues. diff --git a/skills/frontend-security-coder/SKILL.md b/skills/frontend-security-coder/SKILL.md index fd8d22dc..1edc8ade 100644 --- a/skills/frontend-security-coder/SKILL.md +++ b/skills/frontend-security-coder/SKILL.md @@ -1,6 +1,7 @@ --- name: frontend-security-coder -description: "Expert in secure frontend coding practices specializing in XSS" +description: | + Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for frontend security implementations or client-side security code reviews. diff --git a/skills/golang-pro/SKILL.md b/skills/golang-pro/SKILL.md index 807a3552..5393bc58 100644 --- a/skills/golang-pro/SKILL.md +++ b/skills/golang-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: golang-pro -description: "Master Go 1.21+ with modern patterns, advanced concurrency," +description: | + Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. Expert in the latest Go ecosystem including generics, workspaces, and cutting-edge frameworks. Use PROACTIVELY for Go development, architecture design, or diff --git a/skills/graphql-architect/SKILL.md b/skills/graphql-architect/SKILL.md index b6f5fb25..211e873e 100644 --- a/skills/graphql-architect/SKILL.md +++ b/skills/graphql-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: graphql-architect -description: "Master modern GraphQL with federation, performance optimization," +description: | + Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems. Use PROACTIVELY for GraphQL architecture or performance optimization. diff --git a/skills/hig-components-content/SKILL.md b/skills/hig-components-content/SKILL.md index 5e6e86d9..e5083edf 100644 --- a/skills/hig-components-content/SKILL.md +++ b/skills/hig-components-content/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-content version: 1.0.0 -description: ">" +description: > Apple Human Interface Guidelines for content display components. Use this skill when the user asks about "charts component", "collection view", "image view", "web view", "color well", "image well", "activity view", "lockup", "data visualization", "content display", displaying images, rendering diff --git a/skills/hig-components-controls/SKILL.md b/skills/hig-components-controls/SKILL.md index 3bfe5397..ae7fdb11 100644 --- a/skills/hig-components-controls/SKILL.md +++ b/skills/hig-components-controls/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-controls version: 1.0.0 -description: ">-" +description: >- Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual keyboards, rating indicators, and gauges. Use diff --git a/skills/hig-components-dialogs/SKILL.md b/skills/hig-components-dialogs/SKILL.md index 1242ca6c..ce2ea3ea 100644 --- a/skills/hig-components-dialogs/SKILL.md +++ b/skills/hig-components-dialogs/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-dialogs version: 1.0.0 -description: ">-" +description: >- Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "should I use an alert or a sheet," "how do I show a confirmation dialog," diff --git a/skills/hig-components-layout/SKILL.md b/skills/hig-components-layout/SKILL.md index fd26bda2..f4c44de8 100644 --- a/skills/hig-components-layout/SKILL.md +++ b/skills/hig-components-layout/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-layout version: 1.0.0 -description: ">" +description: > Apple Human Interface Guidelines for layout and navigation components. Use this skill when the user asks about "sidebar", "split view", "tab bar", "tab view", "scroll view", "window design", "panel", "list view", "table view", "column view", "outline view", "navigation structure", "app layout", diff --git a/skills/hig-components-menus/SKILL.md b/skills/hig-components-menus/SKILL.md index b75247a5..6a3b2892 100644 --- a/skills/hig-components-menus/SKILL.md +++ b/skills/hig-components-menus/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-menus version: 1.0.0 -description: ">-" +description: >- Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure controls, and standard buttons. Use this skill diff --git a/skills/hig-components-search/SKILL.md b/skills/hig-components-search/SKILL.md index af722b5d..71f35232 100644 --- a/skills/hig-components-search/SKILL.md +++ b/skills/hig-components-search/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-search version: 1.0.0 -description: ">-" +description: >- Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. Use this skill when the user says "how should search work in my app," "I need a breadcrumb," "how do I paginate content," or diff --git a/skills/hig-components-status/SKILL.md b/skills/hig-components-status/SKILL.md index de026f09..20586287 100644 --- a/skills/hig-components-status/SKILL.md +++ b/skills/hig-components-status/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-status version: 1.0.0 -description: ">" +description: > Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. Use this skill when asked about: "progress indicator", "progress bar", "loading spinner", "status bar", "activity ring", "progress display", diff --git a/skills/hig-components-system/SKILL.md b/skills/hig-components-system/SKILL.md index ccf7ed22..cf87dc15 100644 --- a/skills/hig-components-system/SKILL.md +++ b/skills/hig-components-system/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-components-system version: 1.0.0 -description: ">" +description: > Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts. Use when asked about: "widget design", "live activity", diff --git a/skills/hig-foundations/SKILL.md b/skills/hig-foundations/SKILL.md index 294e1baa..821c237b 100644 --- a/skills/hig-foundations/SKILL.md +++ b/skills/hig-foundations/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-foundations version: 1.0.0 -description: ">" +description: > Apple Human Interface Guidelines design foundations. Use this skill when the user asks about "HIG color", "Apple typography", "SF Symbols", "dark mode guidelines", "accessible design", "Apple design foundations", "app icon", "layout guidelines", "materials", "motion", "privacy", diff --git a/skills/hig-inputs/SKILL.md b/skills/hig-inputs/SKILL.md index 199f52a5..dc00c8a6 100644 --- a/skills/hig-inputs/SKILL.md +++ b/skills/hig-inputs/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-inputs version: 1.0.0 -description: ">" +description: > Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial interactions, gyroscope, accelerometer, and nearby interactions. diff --git a/skills/hig-patterns/SKILL.md b/skills/hig-patterns/SKILL.md index 2114dd74..33deb5c4 100644 --- a/skills/hig-patterns/SKILL.md +++ b/skills/hig-patterns/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-patterns version: 1.0.0 -description: ">" +description: > Apple Human Interface Guidelines interaction and UX patterns. Use this skill when the user asks about "onboarding flow", "user onboarding", "app launch", "loading state", "drag and drop", "search pattern", "settings design", "notifications", "modality", "multitasking", "feedback pattern", "haptics", diff --git a/skills/hig-platforms/SKILL.md b/skills/hig-platforms/SKILL.md index 85eacd9e..df3a5fce 100644 --- a/skills/hig-platforms/SKILL.md +++ b/skills/hig-platforms/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-platforms version: 1.0.0 -description: ">" +description: > Apple Human Interface Guidelines for platform-specific design. Use this skill when the user asks about "designing for iOS", "iPad app design", "macOS design", "tvOS", "visionOS", "watchOS", "Apple platform", "which platform", platform differences, platform-specific conventions, or multi-platform app design. diff --git a/skills/hig-project-context/SKILL.md b/skills/hig-project-context/SKILL.md index 1a49d8d1..95037430 100644 --- a/skills/hig-project-context/SKILL.md +++ b/skills/hig-project-context/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-project-context version: 1.0.0 -description: ">-" +description: >- Create or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says "set up my project context," "what platforms am I targeting," "configure HIG settings," or when starting a diff --git a/skills/hig-technologies/SKILL.md b/skills/hig-technologies/SKILL.md index abb66f63..556cc949 100644 --- a/skills/hig-technologies/SKILL.md +++ b/skills/hig-technologies/SKILL.md @@ -1,7 +1,7 @@ --- name: hig-technologies version: 1.0.0 -description: ">" +description: > Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center, in-app purchase, NFC, Wallet, VoiceOver, Maps, diff --git a/skills/hr-pro/SKILL.md b/skills/hr-pro/SKILL.md index b9607f97..c3d81cd4 100644 --- a/skills/hr-pro/SKILL.md +++ b/skills/hr-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: hr-pro -description: "Professional, ethical HR partner for hiring," +description: | + Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for jurisdiction and company context before advising; produce structured, bias-mitigated, lawful templates. diff --git a/skills/hybrid-cloud-architect/SKILL.md b/skills/hybrid-cloud-architect/SKILL.md index cb7eaf2d..bf3b6bbe 100644 --- a/skills/hybrid-cloud-architect/SKILL.md +++ b/skills/hybrid-cloud-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: hybrid-cloud-architect -description: "Expert hybrid cloud architect specializing in complex multi-cloud" +description: | + Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters hybrid connectivity, workload placement optimization, edge computing, and cross-cloud automation. Handles compliance, cost optimization, disaster diff --git a/skills/imagen/SKILL.md b/skills/imagen/SKILL.md index 1497cc89..92b0bb50 100644 --- a/skills/imagen/SKILL.md +++ b/skills/imagen/SKILL.md @@ -1,6 +1,6 @@ --- name: imagen -description: "|" +description: | source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen" risk: safe --- diff --git a/skills/incident-responder/SKILL.md b/skills/incident-responder/SKILL.md index f78f9519..0ec76b66 100644 --- a/skills/incident-responder/SKILL.md +++ b/skills/incident-responder/SKILL.md @@ -1,6 +1,7 @@ --- name: incident-responder -description: "Expert SRE incident responder specializing in rapid problem" +description: | + Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. Masters incident command, blameless post-mortems, error budget management, and system reliability patterns. Handles critical outages, communication diff --git a/skills/ios-developer/SKILL.md b/skills/ios-developer/SKILL.md index 8fa9a17d..95edf2fc 100644 --- a/skills/ios-developer/SKILL.md +++ b/skills/ios-developer/SKILL.md @@ -1,6 +1,7 @@ --- name: ios-developer -description: "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18," +description: | + Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store optimization, or native iOS development. diff --git a/skills/java-pro/SKILL.md b/skills/java-pro/SKILL.md index 3b7e0a08..a070be0e 100644 --- a/skills/java-pro/SKILL.md +++ b/skills/java-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: java-pro -description: "Master Java 21+ with modern features like virtual threads, pattern" +description: | + Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization. diff --git a/skills/javascript-pro/SKILL.md b/skills/javascript-pro/SKILL.md index 2b4f0d18..a3c53a04 100644 --- a/skills/javascript-pro/SKILL.md +++ b/skills/javascript-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: javascript-pro -description: "Master modern JavaScript with ES6+, async patterns, and Node.js" +description: | + Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for JavaScript optimization, async debugging, or complex JS patterns. diff --git a/skills/julia-pro/SKILL.md b/skills/julia-pro/SKILL.md index d0063344..c38ccb0e 100644 --- a/skills/julia-pro/SKILL.md +++ b/skills/julia-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: julia-pro -description: "Master Julia 1.10+ with modern features, performance optimization," +description: | + Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including package management, scientific computing, and high-performance numerical code. Use PROACTIVELY for Julia development, diff --git a/skills/kubernetes-architect/SKILL.md b/skills/kubernetes-architect/SKILL.md index b8ac829c..3c9d06e2 100644 --- a/skills/kubernetes-architect/SKILL.md +++ b/skills/kubernetes-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: kubernetes-architect -description: "Expert Kubernetes architect specializing in cloud-native" +description: | + Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles diff --git a/skills/legacy-modernizer/SKILL.md b/skills/legacy-modernizer/SKILL.md index daf6efe5..516ba7f8 100644 --- a/skills/legacy-modernizer/SKILL.md +++ b/skills/legacy-modernizer/SKILL.md @@ -1,6 +1,7 @@ --- name: legacy-modernizer -description: "Refactor legacy codebases, migrate outdated frameworks, and" +description: | + Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or technical debt reduction. diff --git a/skills/legal-advisor/SKILL.md b/skills/legal-advisor/SKILL.md index 267335a8..91ba5e08 100644 --- a/skills/legal-advisor/SKILL.md +++ b/skills/legal-advisor/SKILL.md @@ -1,6 +1,7 @@ --- name: legal-advisor -description: "Draft privacy policies, terms of service, disclaimers, and legal" +description: | + Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements. diff --git a/skills/m365-agents-dotnet/SKILL.md b/skills/m365-agents-dotnet/SKILL.md index eb93c7eb..01b1885f 100644 --- a/skills/m365-agents-dotnet/SKILL.md +++ b/skills/m365-agents-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: m365-agents-dotnet -description: "|" +description: | Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "Microsoft.Agents", "AddAgentApplicationOptions", "AgentApplication", "AddAgentAspNetAuthentication", "Copilot Studio client", "IAgentHttpAdapter". package: Microsoft.Agents.Hosting.AspNetCore, Microsoft.Agents.Authentication.Msal, Microsoft.Agents.CopilotStudio.Client risk: unknown diff --git a/skills/m365-agents-py/SKILL.md b/skills/m365-agents-py/SKILL.md index 0583cd23..3ec3bbdf 100644 --- a/skills/m365-agents-py/SKILL.md +++ b/skills/m365-agents-py/SKILL.md @@ -1,6 +1,6 @@ --- name: m365-agents-py -description: "|" +description: | Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "microsoft_agents", "AgentApplication", "start_agent_process", "TurnContext", "Copilot Studio client", "CloudAdapter". package: microsoft-agents-hosting-core, microsoft-agents-hosting-aiohttp, microsoft-agents-activity, microsoft-agents-authentication-msal, microsoft-agents-copilotstudio-client risk: unknown diff --git a/skills/m365-agents-ts/SKILL.md b/skills/m365-agents-ts/SKILL.md index f62cadf7..b6ec66fe 100644 --- a/skills/m365-agents-ts/SKILL.md +++ b/skills/m365-agents-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: m365-agents-ts -description: "|" +description: | Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming responses, and Copilot Studio client integration. Triggers: "Microsoft 365 Agents SDK", "@microsoft/agents-hosting", "AgentApplication", "startServer", "streamingResponse", "Copilot Studio client", "@microsoft/agents-copilotstudio-client". package: "@microsoft/agents-hosting, @microsoft/agents-hosting-express, @microsoft/agents-activity, @microsoft/agents-copilotstudio-client" risk: unknown diff --git a/skills/malware-analyst/SKILL.md b/skills/malware-analyst/SKILL.md index d6737995..4b447911 100644 --- a/skills/malware-analyst/SKILL.md +++ b/skills/malware-analyst/SKILL.md @@ -1,6 +1,7 @@ --- name: malware-analyst -description: "Expert malware analyst specializing in defensive malware research," +description: | + Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification. Handles static/dynamic analysis, unpacking, and IOC extraction. Use PROACTIVELY for malware triage, diff --git a/skills/market-sizing-analysis/SKILL.md b/skills/market-sizing-analysis/SKILL.md index 0768dcd3..3ddc7dd0 100644 --- a/skills/market-sizing-analysis/SKILL.md +++ b/skills/market-sizing-analysis/SKILL.md @@ -1,6 +1,7 @@ --- name: market-sizing-analysis -description: "This skill should be used when the user asks to \\\"calculate TAM\\\"," +description: | + This skill should be used when the user asks to \\\"calculate TAM\\\", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity. diff --git a/skills/mermaid-expert/SKILL.md b/skills/mermaid-expert/SKILL.md index 424f298c..6e328913 100644 --- a/skills/mermaid-expert/SKILL.md +++ b/skills/mermaid-expert/SKILL.md @@ -1,6 +1,7 @@ --- name: mermaid-expert -description: "Create Mermaid diagrams for flowcharts, sequences, ERDs, and" +description: | + Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for visual documentation, system diagrams, or process flows. metadata: diff --git a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md index e79459a7..d49dcee2 100644 --- a/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md +++ b/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: microsoft-azure-webjobs-extensions-authentication-events-dotnet -description: "|" +description: | Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: "Authentication Events", "WebJobsAuthenticationEventsTrigger", "OnTokenIssuanceStart", "OnAttributeCollectionStart", "custom claims", "token enrichment", "Entra custom extension", "authentication extension". risk: unknown source: community diff --git a/skills/minecraft-bukkit-pro/SKILL.md b/skills/minecraft-bukkit-pro/SKILL.md index e52acd91..f89b7668 100644 --- a/skills/minecraft-bukkit-pro/SKILL.md +++ b/skills/minecraft-bukkit-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: minecraft-bukkit-pro -description: "Master Minecraft server plugin development with Bukkit, Spigot, and" +description: | + Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world manipulation, player management, and performance optimization. Use PROACTIVELY for plugin architecture, gameplay mechanics, server-side features, or diff --git a/skills/ml-engineer/SKILL.md b/skills/ml-engineer/SKILL.md index f34b1020..4a816dc6 100644 --- a/skills/ml-engineer/SKILL.md +++ b/skills/ml-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: ml-engineer -description: "Build production ML systems with PyTorch 2.x, TensorFlow, and" +description: | + Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure. diff --git a/skills/mlops-engineer/SKILL.md b/skills/mlops-engineer/SKILL.md index 97a59c63..511743e8 100644 --- a/skills/mlops-engineer/SKILL.md +++ b/skills/mlops-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: mlops-engineer -description: "Build comprehensive ML pipelines, experiment tracking, and model" +description: | + Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platforms. Use PROACTIVELY for ML infrastructure, experiment management, or pipeline automation. diff --git a/skills/mobile-developer/SKILL.md b/skills/mobile-developer/SKILL.md index a347fb69..7c9de867 100644 --- a/skills/mobile-developer/SKILL.md +++ b/skills/mobile-developer/SKILL.md @@ -1,6 +1,7 @@ --- name: mobile-developer -description: "Develop React Native, Flutter, or native mobile apps with modern" +description: | + Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVELY for mobile features, cross-platform code, or app optimization. diff --git a/skills/mobile-security-coder/SKILL.md b/skills/mobile-security-coder/SKILL.md index 77e20219..d6756980 100644 --- a/skills/mobile-security-coder/SKILL.md +++ b/skills/mobile-security-coder/SKILL.md @@ -1,6 +1,7 @@ --- name: mobile-security-coder -description: "Expert in secure mobile coding practices specializing in input" +description: | + Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY for mobile security implementations or mobile security code reviews. diff --git a/skills/network-engineer/SKILL.md b/skills/network-engineer/SKILL.md index 3fc439d3..26cf7f66 100644 --- a/skills/network-engineer/SKILL.md +++ b/skills/network-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: network-engineer -description: "Expert network engineer specializing in modern cloud networking," +description: | + Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud connectivity, service mesh, zero-trust networking, SSL/TLS, global load balancing, and advanced troubleshooting. Handles CDN optimization, network diff --git a/skills/observability-engineer/SKILL.md b/skills/observability-engineer/SKILL.md index 6246773f..ac320312 100644 --- a/skills/observability-engineer/SKILL.md +++ b/skills/observability-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: observability-engineer -description: "Build production-ready monitoring, logging, and tracing systems." +description: | + Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use PROACTIVELY for monitoring infrastructure, performance optimization, or production reliability. diff --git a/skills/page-cro/SKILL.md b/skills/page-cro/SKILL.md index cf1c1d80..bdb40688 100644 --- a/skills/page-cro/SKILL.md +++ b/skills/page-cro/SKILL.md @@ -1,6 +1,6 @@ --- name: page-cro -description: ">" +description: > Analyze and optimize individual pages for conversion performance. Use when the user wants to improve conversion rates, diagnose why a page is underperforming, or increase the effectiveness of marketing pages diff --git a/skills/payment-integration/SKILL.md b/skills/payment-integration/SKILL.md index 5620721d..378ae43d 100644 --- a/skills/payment-integration/SKILL.md +++ b/skills/payment-integration/SKILL.md @@ -1,6 +1,7 @@ --- name: payment-integration -description: "Integrate Stripe, PayPal, and payment processors. Handles checkout" +description: | + Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features. metadata: diff --git a/skills/php-pro/SKILL.md b/skills/php-pro/SKILL.md index 1bd59417..99fa90e7 100644 --- a/skills/php-pro/SKILL.md +++ b/skills/php-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: php-pro -description: "Write idiomatic PHP code with generators, iterators, SPL data" +description: | + Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications. metadata: diff --git a/skills/posix-shell-pro/SKILL.md b/skills/posix-shell-pro/SKILL.md index 6e248286..b6c7824a 100644 --- a/skills/posix-shell-pro/SKILL.md +++ b/skills/posix-shell-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: posix-shell-pro -description: "Expert in strict POSIX sh scripting for maximum portability across" +description: | + Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix). metadata: diff --git a/skills/programmatic-seo/SKILL.md b/skills/programmatic-seo/SKILL.md index 28a2b0c1..dd0cf288 100644 --- a/skills/programmatic-seo/SKILL.md +++ b/skills/programmatic-seo/SKILL.md @@ -1,6 +1,6 @@ --- name: programmatic-seo -description: ">" +description: > Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when the user mentions programmatic SEO, pages at scale, template pages, directory pages, location pages, diff --git a/skills/python-pro/SKILL.md b/skills/python-pro/SKILL.md index 97430766..d4c64386 100644 --- a/skills/python-pro/SKILL.md +++ b/skills/python-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: python-pro -description: "Master Python 3.12+ with modern features, async programming," +description: | + Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. Use PROACTIVELY for Python development, optimization, or advanced Python patterns. diff --git a/skills/quant-analyst/SKILL.md b/skills/quant-analyst/SKILL.md index 9ce77053..c84d4b6f 100644 --- a/skills/quant-analyst/SKILL.md +++ b/skills/quant-analyst/SKILL.md @@ -1,6 +1,7 @@ --- name: quant-analyst -description: "Build financial models, backtest trading strategies, and analyze" +description: | + Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis. diff --git a/skills/reference-builder/SKILL.md b/skills/reference-builder/SKILL.md index 83611fa8..d66d4b65 100644 --- a/skills/reference-builder/SKILL.md +++ b/skills/reference-builder/SKILL.md @@ -1,6 +1,7 @@ --- name: reference-builder -description: "Creates exhaustive technical references and API documentation." +description: | + Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY for API docs, configuration references, or complete technical specifications. diff --git a/skills/reverse-engineer/SKILL.md b/skills/reverse-engineer/SKILL.md index 8238c7ac..333ee99e 100644 --- a/skills/reverse-engineer/SKILL.md +++ b/skills/reverse-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: reverse-engineer -description: "Expert reverse engineer specializing in binary analysis," +description: | + Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains. Handles executable analysis, library inspection, protocol extraction, and vulnerability research. Use diff --git a/skills/risk-manager/SKILL.md b/skills/risk-manager/SKILL.md index e860fe43..7ac39dc7 100644 --- a/skills/risk-manager/SKILL.md +++ b/skills/risk-manager/SKILL.md @@ -1,6 +1,7 @@ --- name: risk-manager -description: "Monitor portfolio risk, R-multiples, and position limits. Creates" +description: | + Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessment, trade tracking, or portfolio protection. metadata: diff --git a/skills/ruby-pro/SKILL.md b/skills/ruby-pro/SKILL.md index d8296a73..bbc6b20b 100644 --- a/skills/ruby-pro/SKILL.md +++ b/skills/ruby-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: ruby-pro -description: "Write idiomatic Ruby code with metaprogramming, Rails patterns, and" +description: | + Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks. Use PROACTIVELY for Ruby refactoring, optimization, or complex Ruby features. diff --git a/skills/rust-pro/SKILL.md b/skills/rust-pro/SKILL.md index 56b57f23..c6fa0907 100644 --- a/skills/rust-pro/SKILL.md +++ b/skills/rust-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: rust-pro -description: "Master Rust 1.75+ with modern async patterns, advanced type system" +description: | + Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for Rust development, performance optimization, or systems programming. diff --git a/skills/sales-automator/SKILL.md b/skills/sales-automator/SKILL.md index 2978913c..d03be643 100644 --- a/skills/sales-automator/SKILL.md +++ b/skills/sales-automator/SKILL.md @@ -1,6 +1,7 @@ --- name: sales-automator -description: "Draft cold emails, follow-ups, and proposal templates. Creates" +description: | + Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing. metadata: diff --git a/skills/scala-pro/SKILL.md b/skills/scala-pro/SKILL.md index 6845992a..4f0b4fb7 100644 --- a/skills/scala-pro/SKILL.md +++ b/skills/scala-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: scala-pro -description: "Master enterprise-grade Scala development with functional" +description: | + Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Use PROACTIVELY for Scala system design, performance optimization, or enterprise diff --git a/skills/schema-markup/SKILL.md b/skills/schema-markup/SKILL.md index 98474969..45da25cd 100644 --- a/skills/schema-markup/SKILL.md +++ b/skills/schema-markup/SKILL.md @@ -1,6 +1,6 @@ --- name: schema-markup -description: ">" +description: > Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. Use when the user wants to add, fix, audit, or scale schema markup (JSON-LD) for rich results. This skill evaluates diff --git a/skills/security-auditor/SKILL.md b/skills/security-auditor/SKILL.md index 8704c428..f4a6b0da 100644 --- a/skills/security-auditor/SKILL.md +++ b/skills/security-auditor/SKILL.md @@ -1,6 +1,7 @@ --- name: security-auditor -description: "Expert security auditor specializing in DevSecOps, comprehensive" +description: | + Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance diff --git a/skills/security-scanning-security-sast/SKILL.md b/skills/security-scanning-security-sast/SKILL.md index 8f15568d..84aae929 100644 --- a/skills/security-scanning-security-sast/SKILL.md +++ b/skills/security-scanning-security-sast/SKILL.md @@ -1,6 +1,7 @@ --- name: security-scanning-security-sast -description: "Static Application Security Testing (SAST) for code vulnerability" +description: | + Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks metadata: globs: "**/*.py, **/*.js, **/*.ts, **/*.java, **/*.rb, **/*.go, **/*.rs, **/*.php" diff --git a/skills/seo-audit/SKILL.md b/skills/seo-audit/SKILL.md index 8c8b91d0..de3ab23a 100644 --- a/skills/seo-audit/SKILL.md +++ b/skills/seo-audit/SKILL.md @@ -1,6 +1,6 @@ --- name: seo-audit -description: ">" +description: > Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. Use when the user asks for an SEO audit, technical SEO review, ranking diagnosis, on-page SEO review, meta tag audit, or SEO health check. diff --git a/skills/seo-authority-builder/SKILL.md b/skills/seo-authority-builder/SKILL.md index 78322085..2288399b 100644 --- a/skills/seo-authority-builder/SKILL.md +++ b/skills/seo-authority-builder/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-authority-builder -description: "Analyzes content for E-E-A-T signals and suggests improvements to" +description: | + Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics. metadata: diff --git a/skills/seo-cannibalization-detector/SKILL.md b/skills/seo-cannibalization-detector/SKILL.md index 30f7f19b..cfc2c16e 100644 --- a/skills/seo-cannibalization-detector/SKILL.md +++ b/skills/seo-cannibalization-detector/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-cannibalization-detector -description: "Analyzes multiple provided pages to identify keyword overlap and" +description: | + Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content. metadata: diff --git a/skills/seo-content-auditor/SKILL.md b/skills/seo-content-auditor/SKILL.md index 8e747996..0f8a212f 100644 --- a/skills/seo-content-auditor/SKILL.md +++ b/skills/seo-content-auditor/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-content-auditor -description: "Analyzes provided content for quality, E-E-A-T signals, and SEO" +description: | + Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review. metadata: diff --git a/skills/seo-content-planner/SKILL.md b/skills/seo-content-planner/SKILL.md index 66c7797f..cd18347d 100644 --- a/skills/seo-content-planner/SKILL.md +++ b/skills/seo-content-planner/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-content-planner -description: "Creates comprehensive content outlines and topic clusters for SEO." +description: | + Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning. metadata: diff --git a/skills/seo-content-refresher/SKILL.md b/skills/seo-content-refresher/SKILL.md index 79ca9440..de5672ef 100644 --- a/skills/seo-content-refresher/SKILL.md +++ b/skills/seo-content-refresher/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-content-refresher -description: "Identifies outdated elements in provided content and suggests" +description: | + Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content. metadata: diff --git a/skills/seo-content-writer/SKILL.md b/skills/seo-content-writer/SKILL.md index bc80aa22..04146556 100644 --- a/skills/seo-content-writer/SKILL.md +++ b/skills/seo-content-writer/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-content-writer -description: "Writes SEO-optimized content based on provided keywords and topic" +description: | + Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks. metadata: diff --git a/skills/seo-fundamentals/SKILL.md b/skills/seo-fundamentals/SKILL.md index 71212a55..7d12e82b 100644 --- a/skills/seo-fundamentals/SKILL.md +++ b/skills/seo-fundamentals/SKILL.md @@ -1,6 +1,6 @@ --- name: seo-fundamentals -description: ">" +description: > Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. This skill explains *why* SEO works, not how to execute specific optimizations. diff --git a/skills/seo-keyword-strategist/SKILL.md b/skills/seo-keyword-strategist/SKILL.md index f0c64c9e..7d75baba 100644 --- a/skills/seo-keyword-strategist/SKILL.md +++ b/skills/seo-keyword-strategist/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-keyword-strategist -description: "Analyzes keyword usage in provided content, calculates density," +description: | + Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization. metadata: diff --git a/skills/seo-meta-optimizer/SKILL.md b/skills/seo-meta-optimizer/SKILL.md index d1cf7499..c749b281 100644 --- a/skills/seo-meta-optimizer/SKILL.md +++ b/skills/seo-meta-optimizer/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-meta-optimizer -description: "Creates optimized meta titles, descriptions, and URL suggestions" +description: | + Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content. metadata: diff --git a/skills/seo-snippet-hunter/SKILL.md b/skills/seo-snippet-hunter/SKILL.md index eab15c08..be67041e 100644 --- a/skills/seo-snippet-hunter/SKILL.md +++ b/skills/seo-snippet-hunter/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-snippet-hunter -description: "Formats content to be eligible for featured snippets and SERP" +description: | + Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content. metadata: diff --git a/skills/seo-structure-architect/SKILL.md b/skills/seo-structure-architect/SKILL.md index d9c0644b..7d28c670 100644 --- a/skills/seo-structure-architect/SKILL.md +++ b/skills/seo-structure-architect/SKILL.md @@ -1,6 +1,7 @@ --- name: seo-structure-architect -description: "Analyzes and optimizes content structure including header" +description: | + Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring. metadata: diff --git a/skills/sql-pro/SKILL.md b/skills/sql-pro/SKILL.md index ddb5a988..99f4582b 100644 --- a/skills/sql-pro/SKILL.md +++ b/skills/sql-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: sql-pro -description: "Master modern SQL with cloud-native databases, OLTP/OLAP" +description: | + Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis. diff --git a/skills/startup-analyst/SKILL.md b/skills/startup-analyst/SKILL.md index 9dd9fbe9..4d97afd3 100644 --- a/skills/startup-analyst/SKILL.md +++ b/skills/startup-analyst/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-analyst -description: "Expert startup business analyst specializing in market sizing," +description: | + Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. Use PROACTIVELY when the user asks about market opportunity, TAM/SAM/SOM, financial projections, unit economics, competitive diff --git a/skills/startup-business-analyst-business-case/SKILL.md b/skills/startup-business-analyst-business-case/SKILL.md index 7e21641c..554aea60 100644 --- a/skills/startup-business-analyst-business-case/SKILL.md +++ b/skills/startup-business-analyst-business-case/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-business-analyst-business-case -description: "Generate comprehensive investor-ready business case document with" +description: | + Generate comprehensive investor-ready business case document with market, solution, financials, and strategy allowed-tools: Read Write Edit Glob Grep Bash WebSearch WebFetch risk: unknown diff --git a/skills/startup-business-analyst-financial-projections/SKILL.md b/skills/startup-business-analyst-financial-projections/SKILL.md index 1e09b5db..f68ca0f2 100644 --- a/skills/startup-business-analyst-financial-projections/SKILL.md +++ b/skills/startup-business-analyst-financial-projections/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-business-analyst-financial-projections -description: "Create detailed 3-5 year financial model with revenue, costs, cash" +description: | + Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios allowed-tools: Read Write Edit Glob Grep Bash WebSearch WebFetch risk: unknown diff --git a/skills/startup-business-analyst-market-opportunity/SKILL.md b/skills/startup-business-analyst-market-opportunity/SKILL.md index 013d551a..8d73f982 100644 --- a/skills/startup-business-analyst-market-opportunity/SKILL.md +++ b/skills/startup-business-analyst-market-opportunity/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-business-analyst-market-opportunity -description: "Generate comprehensive market opportunity analysis with TAM/SAM/SOM" +description: | + Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations allowed-tools: Read Write Edit Glob Grep Bash WebSearch WebFetch risk: unknown diff --git a/skills/startup-financial-modeling/SKILL.md b/skills/startup-financial-modeling/SKILL.md index 4921e7ea..a80405d5 100644 --- a/skills/startup-financial-modeling/SKILL.md +++ b/skills/startup-financial-modeling/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-financial-modeling -description: "This skill should be used when the user asks to \\\"create financial" +description: | + This skill should be used when the user asks to \\\"create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup. diff --git a/skills/startup-metrics-framework/SKILL.md b/skills/startup-metrics-framework/SKILL.md index 7c8acdc3..cdd8c616 100644 --- a/skills/startup-metrics-framework/SKILL.md +++ b/skills/startup-metrics-framework/SKILL.md @@ -1,6 +1,7 @@ --- name: startup-metrics-framework -description: "This skill should be used when the user asks about \\\"key startup" +description: | + This skill should be used when the user asks about \\\"key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking and optimizing business performance metrics. diff --git a/skills/tdd-orchestrator/SKILL.md b/skills/tdd-orchestrator/SKILL.md index 5878ac1c..700aa500 100644 --- a/skills/tdd-orchestrator/SKILL.md +++ b/skills/tdd-orchestrator/SKILL.md @@ -1,6 +1,7 @@ --- name: tdd-orchestrator -description: "Master TDD orchestrator specializing in red-green-refactor" +description: | + Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across teams with AI-assisted testing and modern frameworks. Use PROACTIVELY for TDD diff --git a/skills/team-composition-analysis/SKILL.md b/skills/team-composition-analysis/SKILL.md index 9ce88e72..d1229a2c 100644 --- a/skills/team-composition-analysis/SKILL.md +++ b/skills/team-composition-analysis/SKILL.md @@ -1,6 +1,7 @@ --- name: team-composition-analysis -description: "This skill should be used when the user asks to \\\"plan team" +description: | + This skill should be used when the user asks to \\\"plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and headcount planning for a startup. diff --git a/skills/temporal-python-pro/SKILL.md b/skills/temporal-python-pro/SKILL.md index 261fa049..eb233499 100644 --- a/skills/temporal-python-pro/SKILL.md +++ b/skills/temporal-python-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: temporal-python-pro -description: "Master Temporal workflow orchestration with Python SDK. Implements" +description: | + Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment. Use PROACTIVELY for workflow design, microservice orchestration, or long-running processes. diff --git a/skills/terraform-specialist/SKILL.md b/skills/terraform-specialist/SKILL.md index 146087f7..8ec685f9 100644 --- a/skills/terraform-specialist/SKILL.md +++ b/skills/terraform-specialist/SKILL.md @@ -1,6 +1,7 @@ --- name: terraform-specialist -description: "Expert Terraform/OpenTofu specialist mastering advanced IaC" +description: | + Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. Handles complex module design, multi-cloud deployments, GitOps workflows, policy as code, and CI/CD integration. Covers migration strategies, security best diff --git a/skills/test-automator/SKILL.md b/skills/test-automator/SKILL.md index e5fb2b0e..16f382b5 100644 --- a/skills/test-automator/SKILL.md +++ b/skills/test-automator/SKILL.md @@ -1,6 +1,7 @@ --- name: test-automator -description: "Master AI-powered test automation with modern frameworks," +description: | + Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality assurance. diff --git a/skills/track-management/SKILL.md b/skills/track-management/SKILL.md index c87f2591..7459de2f 100644 --- a/skills/track-management/SKILL.md +++ b/skills/track-management/SKILL.md @@ -1,6 +1,7 @@ --- name: track-management -description: "Use this skill when creating, managing, or working with Conductor" +description: | + Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations. metadata: diff --git a/skills/tutorial-engineer/SKILL.md b/skills/tutorial-engineer/SKILL.md index f7ec59e1..23169adb 100644 --- a/skills/tutorial-engineer/SKILL.md +++ b/skills/tutorial-engineer/SKILL.md @@ -1,6 +1,7 @@ --- name: tutorial-engineer -description: "Creates step-by-step tutorials and educational content from code." +description: | + Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations. diff --git a/skills/typescript-expert/SKILL.md b/skills/typescript-expert/SKILL.md index 8263f3d5..3de9f638 100644 --- a/skills/typescript-expert/SKILL.md +++ b/skills/typescript-expert/SKILL.md @@ -1,6 +1,6 @@ --- name: typescript-expert -description: ">-" +description: >- TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling. Use PROACTIVELY for any TypeScript/JavaScript diff --git a/skills/typescript-pro/SKILL.md b/skills/typescript-pro/SKILL.md index 31cf0e42..d65babb0 100644 --- a/skills/typescript-pro/SKILL.md +++ b/skills/typescript-pro/SKILL.md @@ -1,6 +1,7 @@ --- name: typescript-pro -description: "Master TypeScript with advanced types, generics, and strict type" +description: | + Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. Use PROACTIVELY for TypeScript architecture, type inference optimization, or advanced typing patterns. diff --git a/skills/ui-ux-designer/SKILL.md b/skills/ui-ux-designer/SKILL.md index 24e6ec58..a102824c 100644 --- a/skills/ui-ux-designer/SKILL.md +++ b/skills/ui-ux-designer/SKILL.md @@ -1,6 +1,7 @@ --- name: ui-ux-designer -description: "Create interface designs, wireframes, and design systems. Masters" +description: | + Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. Specializes in design tokens, component libraries, and inclusive design. Use PROACTIVELY for design systems, user flows, or interface optimization. diff --git a/skills/ui-visual-validator/SKILL.md b/skills/ui-visual-validator/SKILL.md index 2850020d..f455e73e 100644 --- a/skills/ui-visual-validator/SKILL.md +++ b/skills/ui-visual-validator/SKILL.md @@ -1,6 +1,7 @@ --- name: ui-visual-validator -description: "Rigorous visual validation expert specializing in UI testing," +description: | + Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. Masters screenshot analysis, visual regression testing, and component validation. Use PROACTIVELY to verify UI modifications have achieved their intended goals through diff --git a/skills/unity-developer/SKILL.md b/skills/unity-developer/SKILL.md index e6d114e0..53dbbadd 100644 --- a/skills/unity-developer/SKILL.md +++ b/skills/unity-developer/SKILL.md @@ -1,6 +1,7 @@ --- name: unity-developer -description: "Build Unity games with optimized C# scripts, efficient rendering," +description: | + Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. Handles gameplay systems, UI implementation, and platform optimization. Use PROACTIVELY for Unity performance issues, game diff --git a/skills/workflow-patterns/SKILL.md b/skills/workflow-patterns/SKILL.md index 717f3c89..f4f23e1d 100644 --- a/skills/workflow-patterns/SKILL.md +++ b/skills/workflow-patterns/SKILL.md @@ -1,6 +1,7 @@ --- name: workflow-patterns -description: "Use this skill when implementing tasks according to Conductor's TDD" +description: | + Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol. metadata: