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The TDD Workflow skill transforms Claude into a disciplined test-driven development partner by mandating the 'Test-First Imperative.' It automates the transition between writing failing tests (Red), implementing minimal functional code (Green), and optimizing the codebase (Refactor). By requiring user approval of test cases before implementation and integrating tools like pytest, ruff, and mypy, this skill ensures that new features, bug fixes, and refactoring efforts are always backed by a robust, reliable test suite.