Run a result-focused iterative loop with strict phase contracts, evaluation rules, and persistent state between sessions.
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。
詳しく見る →Run a result-focused iterative loop with strict phase contracts, evaluation rules, and persistent state between sessions.
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ONLY when user explicitly types /step2. Never auto-trigger on plan, design, or architect.
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.
INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: analyze the codebase (read-only), then implement instrumentation after user confirmation. When the app uses LLM tool/function calling, add manual CHAIN + TOOL spans so traces show each tool's input and output. Leverages https://arize.com/docs/ax/alyx/tracing-assistant and https://arize.com/docs/PROMPT.md.
'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.
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
marketplace-dev
Diagnose Windows App (Microsoft Remote Desktop / Azure Virtual Desktop / W365) connection quality issues on macOS. Analyze transport protocol selection (UDP Shortpath vs WebSocket), detect VPN/proxy interference with STUN/TURN negotiation, and parse Windows App logs for Shortpath failures. This skill should be used when VDI connections are slow, when transport shows WebSocket instead of UDP, when RDP Shortpath fails to establish, or when RTT is unexpectedly high.
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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Use this skill inside a Hermes conversation when a user already has a working local checkout of hermes-arxiv-agent and only wants to refresh the cron prompt and update or recreate the existing daily cron job without recloning the repo or reinstalling dependencies, while preserving either local mode or GitHub Pages mode.
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.