Execute a written implementation plan in structured batches with review checkpoints.

Guide for creating high-quality Model Context Protocol servers for LLMs in TypeScript or Python.

Execute Python code, manage environments, and handle files securely through MCP tools.

Transform a change summary or diff into a structured pull request title and body.

Implement robust Python testing strategies with pytest, fixtures, mocking, and TDD practices.

Draft comprehensive implementation plans with bite-sized tasks and exact steps before writing code.