技術寫作

Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation

Database schema design, migrations, query optimization, and ORM patterns. Use when designing database schemas, writing migrations, optimizing queries, or working with ORMs like SQLAlchemy or Django ORM.

Design REST APIs or function contracts with clear request/response specifications, error handling patterns, authentication strategies, and comprehensive documentation.

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.

LLM guide for creating, publishing, and running Enact tools

Generate focused documentation for components, functions, APIs, and features. Use when creating inline docs, API references, user guides, or technical documentation.

Collaborative ideation for projects and writing. Ask clarifying questions, suggest angles, challenge assumptions, and help refine vague ideas into concrete requirements or topics. Use when exploring ideas before planning or drafting.

Scrape, crawl, search, and extract structured data from websites using Firecrawl API - converts web pages to LLM-ready markdown

Jira wiki markup syntax validation, templates, and formatting guidance. Use when: (1) Writing Jira issue descriptions or comments, (2) Converting Markdown to Jira wiki markup, (3) Requesting bug report or feature request templates, (4) Validating Jira syntax before submission, (5) Keywords like 'jira format', 'wiki markup', 'jira syntax', 'format for jira', (6) Ensuring content uses h2./h3. headings instead of Markdown ##, (7) Checking code blocks use {code:lang} not triple backticks, (8) Any task involving Jira text formatting

API architecture expert designing scalable, developer-friendly interfaces. Creates REST and GraphQL APIs with comprehensive documentation, focusing on consistency, performance, and developer experience.

Documentation consistency enforcement - prevents drift between README.md and actual codebase state. Auto-activates when updating docs, committing changes, or working with skills/agents/commands.

Use when writing, reviewing, or refactoring code. Apply when naming variables or functions, structuring classes, handling errors, writing tests, or when code feels complex or hard to understand. Based on Robert C. Martin's Clean Code.

Detects stale documentation - outdated status markers, old TODOs, version lag

Use when authoring new documentation or fixing style/formatting violations in Auth0 docs-v2 repository - enforces Auth0 Docs Style Guide for terminology, voice/tone, admonitions, placeholders, capitalization, and translation readiness (not for reading/understanding docs)

Documentation standards and automation. Use when updating docs, writing guides, or synchronizing code with documentation.

Python code quality standards (PEP 8, type hints, docstrings). Use when writing Python code.

Activate when creating comprehensive documentation including README files, API docs, user guides, and developer guides

Update all project documentation including implementation docs, user guides, API docs, and architecture diagrams. Use when finalizing features to ensure comprehensive documentation.

Validates all documentation references - file paths, links, line numbers, code examples

Official Claude Code documentation. Use when user asks about plugins, skills, agents, hooks, commands, settings, or features.