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Generate intelligent Python project documentation with UML class diagrams, architecture diagrams, and code analysis. Analyzes codebase structure to recommend and create appropriate visualizations for project overview.

Standards enforced when writing code, creating pull requests, committing changes, or documenting features. CRITICAL - No emoji in developer-facing content (code/docs/PRs/issues/commits) or CLI output. Also defines standards for using cutting-edge language features and writing comprehensive documentation. Should be applied to all development work.

EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.

Comprehensive NestJS framework skill for building scalable server-side applications. Use for TypeScript backend development with controllers, providers, modules, dependency injection, middleware, guards, interceptors, pipes, database integration (MikroORM + MongoDB), GraphQL, microservices, testing, and API documentation. Also triggers when working with NestJS TypeScript files (.ts), NestJS module files, nest-cli.json, or NestJS project structure. Example triggers: "Create NestJS controller", "Set up dependency injection", "Add middleware", "Create GraphQL resolver", "Build microservice", "Write NestJS test", "Set up database module"

Write self-documenting code with minimal, helpful comments that explain large sections of logic without cluttering the codebase. Use this skill when writing code comments, documenting complex logic, reviewing whether comments are needed, writing function documentation, explaining non-obvious code sections, ensuring code clarity through naming and structure, avoiding temporary or change-related comments, keeping comments evergreen and future-relevant, or deciding between adding comments versus refactoring for clarity. Apply this skill when writing or reviewing any code file to ensure comments add value without creating noise, and that code is primarily self-explanatory through clear naming and structure.

Compose weeknotes blog posts in Jekyll-style Markdown from multiple data sources including Mastodon and Linkding. Use this skill when the user requests to create, draft, or generate weeknotes content for a blog post.

Embed the chatbot UI inside Docusaurus and connect it to the FastAPI RAG backend. Use when building chat components, handling streaming responses, or integrating chat widgets into MDX pages.

Controlled batch execution of implementation plans with review checkpoints between phases. Loads plan, critically reviews for issues, executes tasks in batches, then pauses for architect feedback before continuing. Use when you have a complete implementation plan from brainstorming/writing-plans and want structured execution with quality gates. Do NOT use for ad-hoc implementation, exploratory coding, or when you don't have a formal plan - just implement directly with code review at the end.

Patterns for implementing Toolsmith library functions. Covers pragmatic internal approach using raw operators with exception documentation, monadic behavior patterns (Result/Validation/plain value), predicate special rules, and the distinction between building Toolsmith vs consuming it. Use when implementing functions FOR the Toolsmith library itself.

Use when rewriting commit history — rewording, splitting, squashing, or cleaning messages — in a safe, bounded, and observable way without touching remotes.

Generates comprehensive Map of Content (MOC) documentation for software projects using standard markdown links, analyzing current implementation state from codebase and devlog notes

Unit testing patterns with Vitest. Use when writing tests for TypeScript code.

This skill should be used when developing or modifying dotfiles using chezmoi. Covers using .chezmoidata for configuration data and modify_ scripts (or run_onchange_after_ scripts for symlinked directories) for non-destructive file merging. Particularly useful when needing to configure application settings without overwriting user preferences.

Central coordinator for blog writing workflow with multi-agent execution. USE WHEN user says 'write a blog post', 'create blog content', 'start blog workflow', OR user wants to orchestrate the full blog writing pipeline.

Conventional Commits 1.0.0 に準拠した日本語コミットメッセージを作成します。タイプ（feat/fix/docs/style/refactor/perf/test/build/ci/chore）の選択、スコープの設定、破壊的変更の記載を行います。git commit を行う際、コミットメッセージの作成を依頼されたとき、変更内容を要約してコミットしたいときに使用してください。

Expert Python development focusing on clean code, comprehensive testing, performance optimization, and best practices with detailed documentation

Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.

Format documentation with emojis, status bars, and versioning matrix. Use when creating or updating README files, documentation, specs, or any markdown files.

企画・設計・アイデア出し・ブレインストーミング・要件定義など、プロジェクトの企画フェーズに関する会話をしているときに自動発動。会話の内容を自動的にdocs/ディレクトリにタイムスタンプ付きドキュメントとして保存する。

Generate API documentation in OpenAPI/Swagger, Markdown, or Postman Collection formats. Use when documenting REST APIs, GraphQL schemas, or creating client code examples.