spec-implement

Implement specifications using test-driven development by authoring deterministic tests linked to specs before coding, then writing minimal code to satisfy failing tests. This enforces a test-first workflow that ensures alignment between requirements and code.

Link pytest tests to formal specifications for traceability by using the @spec decorator within your test files. This anchors tests to specific requirements, guiding verification and ensuring incremental progress toward a PASS status.

The best way to fix missing tests for existing specifications is to create deterministic tests in your tests directory using the @spec decorator, then implement the minimal feature code required to make those tests pass during verification.

Test-driven development works for iterative implementation of feature specs by running verification to identify pending specs, writing tests, and incrementally coding the solution until all tests achieve a PASS status, reducing risk throughout the process.

Verify progress when implementing features from specifications by running spec-test verify to identify pending specs and re-running verification after writing minimal code, ensuring unit-style verification maintains a maintainable design linked to requirements.