lauripiispanen

Maintain and improve the codebase — dependency updates, refactoring, docs, dead code removal, test coverage

Analyze project state, prioritize TODO.md, create or refine plans for upcoming work

Goal-backward code review — verify recently completed work EXISTS, is SUBSTANTIVE, and is WIRED correctly

Reflect on a completed coding iteration to identify improvements

Keep TODO.md synchronized with completed work before committing

Execute TDD workflow with RED/GREEN/REFACTOR phases and quality verification

Standard implementation workflow for this repo — code, test, lint, push, verify CI. Use after the plan is agreed and you're about to write code.

Cut a new release of git-workset — pick the version, tag, push, and verify the automated workflow. Use when the user asks to release, ship, or cut a version.

End-of-task reflection to capture learnings and improve automation

Spin up a full dev team to plan and deliver the next feature increment

End-of-task reflection to capture learnings and improve automation