implement-feature

Test-driven development from acceptance criteria involves loading the approved plan, writing failing tests for each criterion, implementing the minimum code to pass, running the full test suite, and preparing a documented pull request.

Turning approved story requirements into working code requires defining executable done test cases, implementing only what acceptance criteria demand without scope creep, running lint and type checks, and documenting outcomes on the ticket.

A TDD red-green workflow prevents scope creep by enforcing a failing test phase first, then implementing only the minimum code required to satisfy acceptance criteria and pass the test suite.

Yes, feature implementation requires loading an approved plan or story in a ready state with defined acceptance criteria and interface contracts before writing tests and generating code.

End-to-end feature execution coordinates manual sanity checks, automated integration coverage when needed, and final PR handoff by running the full test suite and documenting outcomes directly on the ticket.

Before creating a pull request, you should run the full test suite plus lint and type checks, perform manual sanity checks, and ensure all acceptance criteria are satisfied with no scope creep.