Remove telltale signs of AI-generated 'slop' writing from README files and documentation. Make your docs sound authentically human.
NocoDB setup, integration, and operations for database UI and administration. Use when setting up NocoDB locally with Docker, connecting NocoDB to external databases (Supabase, PostgreSQL),...
Analyzes TypeScript applications to discover patterns and propose coding conventions for shirokuma-docs lint rules. Use when "γ«γΌγ«ηΊθ¦", "rule discovery", "θ¦η΄ζζ‘", "convention proposal", "γγΏγΌγ³εζ", or...
Audit an API surface (OpenAPI 3.0/3.1, GraphQL schema, or REST docs) for SDK readiness and developer experience. Use when asked to evaluate whether an API is SDK friendly, produce a readiness...
Execute and manage Rust tests including unit tests, integration tests, and doc tests. Use when running tests to ensure code quality and correctness.
Design REST API endpoints with Zod validation and OpenAPI documentation. Use when creating new API routes, validating request/response schemas, or updating API documentation. Activates for...
Detect and surface potential decision-making in work items, plans, diffs, docs, or summaries. Use to flag possible decisions neutrally without enforcing process.
Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
Create detailed technical specifications, requirements documents, design documents, and system architecture specs. Use when writing technical specs, requirements docs, or design documents.
Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features
Explain Robot Framework keywords and their arguments from library/resource/suite documentation. Use when asked how to use a keyword, what arguments it takes, or to retrieve detailed keyword docs...
Use when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers...
Use when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers...
Validates all release criteria are met before git commit. Auto-activates when users ask if they're ready to commit, what's missing, or request commit validation. Checks version bumped, changelog...
Generate bilingual GitHub release documentation (README.md + README.zh.md) from repo metadata and user input, and guide release prep with git add/commit/push. Use when the user asks to write or...
Generate comprehensive API documentation including endpoint descriptions, request/response examples, authentication guides, error codes, and SDKs. Creates OpenAPI/Swagger specs, REST API docs, and...
Facilitate methodical review of proposals (technical designs, product specs, feature requests). Use when asked to "review this proposal", "give feedback on this doc", "help me review this RFC", or...
Transform Claude Code into an autonomous software engineer using Context Engineering. Use when starting a new project, planning features, building code, verifying work, or documenting decisions....