implement

Making failing tests pass with minimal code involves identifying what each test expects, then adding only the smallest amount of code needed to satisfy those requirements. The implement Skill automatically detects failing tests from your test suite and generates minimal code fixes, re-running tests after each change to verify stability.

Yes. The implement Skill works with pytest-based test suites, identifying failing test cases and generating code changes to fix them. It integrates into workflows where you run tests, review failures, and need quick minimal implementations to restore passing tests.

After running write-tests and seeing failures, execute implement to automatically generate and apply minimal code changes. The Skill re-runs tests iteratively after each fix to confirm all tests pass, eliminating manual trial-and-error.

The implement Skill analyzes failing test output to understand what code is missing or broken, then generates the smallest changes required to satisfy those test requirements. It applies changes incrementally and validates by re-running tests.

You need a test suite that can be executed and has reported failures. The implement Skill reads from the most recent test run output, so ensure your testing framework (pytest or equivalent) is configured and tests have been run to identify failures.