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Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
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Manage AI agent skills across projects — sync, validate, and maintain shared skill libraries.
Write or refresh `PLANS.md` for the current task in a way that matches repository policy.
Run a result-focused iterative loop with strict phase contracts, evaluation rules, and persistent state between sessions.
Coordinate parallel Codex sessions that develop different modules in the same repository. Use when multiple Codex conversations work on this project at the same time and need a shared task board, module ownership, handoff records, and rules for avoiding cross-session conflicts before editing code.
Security auditing and hardening for OpenClaw and system infrastructure.
Recommend sharding, caching strategies, and read-replication patterns for Cloudflare architectures. Use this skill when preparing for growth, hitting limits, or optimizing for high traffic.
Interview the user about an emergent behavior that has become beloved or expected, and register it in the Canon of Flaws for protection against "optimization."
Use this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user references 'ecosystem', 'patterns', or 'containers'. This skill outlines naming conventions, stack preferences, project organization (iMi worktrees), Docker patterns, and PRD structures from past conversations.
'Skill converted from mcp-deploy-manage-agents.prompt.md'
Go-to-market strategy for AI products. These aren't generic AI principles — they're patterns from selling autonomous AI agents into enterprises where "autonomous" scared buyers and "teammate" converte
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.
Practical usability principles for evaluating and improving user interfaces. Based on a fundamental truth: users don't read, they scan. They don't make optimal choices, they satisfice. They don't figu
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Comprehensive infrastructure security audit framework for IaC, Docker, Kubernetes, and cloud configurations. Use for full infrastructure audits.
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2D Game Development workflow skill. Use this skill when the user needs 2D game development principles. Sprites, tilemaps, physics, camera and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
3D Game Development workflow skill. Use this skill when the user needs 3D game development principles. Rendering, shaders, physics, cameras and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Architecture Decision Records workflow skill. Use this skill when the user needs Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Astropy workflow skill. Use this skill when the user needs Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Autonomous Agents workflow skill. Use this skill when the user needs Autonomous agents are AI systems that can independently decompose and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Avoid AI Writing \u2014 Audit & Rewrite workflow skill. Use this skill when the user needs Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
awareness-stage-mapper workflow skill. Use this skill when the user needs One sentence - what this skill does and when to invoke it and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AWS Cost Cleanup workflow skill. Use this skill when the user needs Automated cleanup of unused AWS resources to reduce costs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Aws Skills workflow skill. Use this skill when the user needs AWS development with infrastructure automation and cloud architecture patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Aws Skills workflow skill. Use this skill when the user needs AWS development with infrastructure automation and cloud architecture patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.Agents.Persistent (.NET) workflow skill. Use this skill when the user needs Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.Agents.Persistent (.NET) workflow skill. Use this skill when the user needs Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Agents Persistent SDK for Java workflow skill. Use this skill when the user needs Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Agents Persistent SDK for Java workflow skill. Use this skill when the user needs Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Content Safety SDK for Python workflow skill. Use this skill when the user needs Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Content Safety SDK for Python workflow skill. Use this skill when the user needs Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.OpenAI (.NET) workflow skill. Use this skill when the user needs Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.OpenAI (.NET) workflow skill. Use this skill when the user needs Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.Projects (.NET) workflow skill. Use this skill when the user needs Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.Projects (.NET) workflow skill. Use this skill when the user needs Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Projects SDK for TypeScript workflow skill. Use this skill when the user needs High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Projects SDK for TypeScript workflow skill. Use this skill when the user needs High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Text Analytics SDK for Python workflow skill. Use this skill when the user needs 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 and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Text Analytics SDK for Python workflow skill. Use this skill when the user needs 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 and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Transcription SDK for Python workflow skill. Use this skill when the user needs Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Transcription SDK for Python workflow skill. Use this skill when the user needs Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Vision Image Analysis SDK for Python workflow skill. Use this skill when the user needs Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Vision Image Analysis SDK for Python workflow skill. Use this skill when the user needs Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI VoiceLive SDK for Java workflow skill. Use this skill when the user needs Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI VoiceLive SDK for Java workflow skill. Use this skill when the user needs Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure App Configuration SDK for Python workflow skill. Use this skill when the user needs Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure App Configuration SDK for Python workflow skill. Use this skill when the user needs Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.