技術寫作

Create, update, and maintain clear, accurate, and well-organized technical documentation for complex codebases. This agent focuses on understanding the current state of the code and existing documentation before proposing or making changes, ensuring documentation remains up to date, discoverable, and trustworthy for developers.

Garantiza lectura real, control de limites, registro en cache y validacion de citas/wikilinks en Obsidian.

Create and manage database schema migrations with reversible changes, clear naming, and safe deployment practices. Use this skill when writing database migration files, modifying database schemas, creating migration scripts, or managing database version control. When working on migration files in database migration directories, files defining schema changes (CREATE TABLE, ALTER TABLE, DROP TABLE), migration rollback/down methods, database index creation scripts, seed data or data migration files, ORM migration configurations (Prisma, Drizzle, TypeORM), or files handling database versioning and migration history.

Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步.

This skill should be used when the user asks to "create literate tests", "generate markdown tests", "specification-as-tests", "TDD with markdown", "agent-driven testing", or mentions test suites where markdown IS the test format. NOT for pytest/jest/unittest. Creates .md test files with inline assertions and uses a bundled custom test runner.

This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization

Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

Validate that written content accurately reflects source materials. LOAD THIS SKILL WHEN: User says "驗證", "validate", "檢查準確性", "核對" | after writing notes/reports | ensuring content accuracy. CAPABILITIES: Source-target comparison, citation verification, fact checking, consistency check.

Idiomatic TypeScript development. Use when writing TypeScript code, Node.js services, React apps, or discussing TS patterns. Emphasizes strict typing, composition, and modern tooling (bun/vite).

Auto-activating documentation cache with fresh API docs. Fetches and automatically consults cached documentation when user works with libraries/frameworks.

Write secure, optimized database queries using parameterized statements, proper indexing, and efficient data fetching patterns. Use this skill when writing database queries, ORM query methods, SQL statements, or data access layer code. When working on files containing Prisma queries, TypeORM query builders, raw SQL statements, database transaction logic, eager loading and joins, query optimization code, files implementing data pagination or filtering, cache strategies for expensive queries, or files handling database connection pooling and query timeouts.

Professional markdown writing standards for documentation and content creation

Comprehensive 9-step development workflow ensuring quality through planning, implementation, review, testing, and documentation with worktree isolation. Includes agent assignments, quality gates, and AskUserQuestion usage. Use when orchestrating feature development or understanding the development process.

Python development best practices including PEP 8 style guidelines, type hints, docstring conventions, and common patterns. Use when writing or modifying Python code.

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.

Enforces documentation standards and structure for this project. This skill should be used when creating, updating, or organizing documentation to ensure compliance with project rules, prevent redundancy, and maintain screen-based organization. Activates when user asks to create/update docs or when documentation needs to be generated.

Generates clear commit messages from git diffs. Use when writing commit messages or reviewing staged changes.

This skill should be used when working with Supabase database operations in the MyJKKN project, including creating modules, updating schemas, writing RLS policies, creating database functions, implementing Auth SSR, or developing Edge Functions. Automatically triggers when user mentions 'database', 'table', 'SQL', 'Supabase', 'migration', 'RLS', 'policy', or 'Edge Function'.

Set up or fix Docker Compose, Nginx edge routing, healthchecks, and service wiring for WordPress headless (MariaDB), Astro, and Supabase self-hosted in C:\digitalbitsolutions\wordpress_headless. Use when asked to make docker compose up --build work, update edge routing, or adjust .env.example/README for this WP + Astro + Supabase stack.

Guide for writing clean, maintainable code following industry best practices and design principles like DRY, SOLID, and composition patterns. Use when writing any code to ensure consistency, readability, and long-term maintainability across all programming languages.