Review PR comments rigorously, present a justified summary, then post agreed responses individually
Create git commits with user approval, semantic commit format, and no Claude attribution
Implement technical plans from thoughts/shared/plans with verification
Create detailed implementation plans through interactive research and iteration
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
Analyze and improve test code quality using Kent Beck's Test Desiderata framework. Use when analyzing test files, reviewing test code, identifying test quality issues, suggesting test improvements, or when asked to evaluate tests against best practices. Applies to unit tests, integration tests, and any automated test code.
Conduct multi-agent deep research on a topic with parallel web searches and synthesis
Slices features into vertical deliverable pieces using the Hamburger Method. Generates 4-5 implementation options per layer and composes minimal end-to-end slices. Use when slicing work, breaking down features into layers, or delivering incrementally.