Wf

Apply test-driven development methodology to write tests before implementation. Use when adding new features, fixing bugs, or refactoring code. Guides through red-green-refactor cycle with pytest.

Apply security best practices for Python applications. Use when handling secrets, validating user input, preventing injection attacks, managing dependencies, or reviewing code for vulnerabilities.

Simplifies and refines Python code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.

Project coding conventions covering code quality, structure, typing, logging, and style. Always apply when writing, reviewing, or modifying Python code.

Enforce spec-driven development with contracts as single source of truth and models-first coding. Always apply when designing APIs, CLIs, creating services, or writing data models.

Follow git commit conventions and branching strategies. Use when committing changes, creating branches, or writing commit messages.

Detect and provide the project name from package.json or pyproject.toml. Use when you need the project name, package name, or module name for imports, paths, or documentation.

Generate and maintain project documentation using Material for MkDocs and mkdocstrings. Use when creating API references, building documentation sites, or writing user guides.