implement

Executing an implementation plan involves reading repository guidelines, applying task-by-task changes with a test-first workflow, running builds, and updating progress markers. This approach ensures controlled file edits and preserves implementation integrity throughout the process.

Applying code review feedback requires structuring items into must-fix, should-fix, and nit-level categories. This structured approach ensures all review items are addressed methodically while maintaining build checks, test runs, and commit hygiene throughout the fix application.

Maintaining git commit discipline during plan execution requires validating git status, running builds and tests before committing, and preserving implementation integrity. It reinforces structured commit hygiene throughout task-by-task changes and review follow-ups.

The test-first workflow prioritizes writing tests before implementing feature changes. It requires structured prerequisites including reading repository guidelines and running existing builds to validate the environment before applying controlled file edits.

This structured implementation approach applies to planned feature work, bug fixes, and code review follow-ups. It handles any software repository task requiring controlled file edits, validation through builds and tests, and commit-ready updates.

Automated plan execution requires reading repository guidelines and cannot bypass prerequisite validation steps. It is limited to tasks requiring controlled file edits where test-first workflows and commit discipline can be maintained without breaking implementation integrity.