Implement an approved execution plan with spec-first ordering and PR handoff.
Bootstrap or maintain the AI-Centered Development workflow in a repository.
Plan a non-trivial feature, bug fix, or workflow change in docs/exec-plan/todo.
Define or revise a project's goal, significance, and requirements.
Capture durable follow-up knowledge after significant completed work.
Prepare a workflow PR, verify its conditional metadata, and perform bounded latest-head follow-up.
Run a workspace daily briefing and reconcile the GitHub Project task queue.
When evaluating a brand-new project idea before plan-project, doing idea sparring, researching existing solutions, making a go/no-go call, bootstrapping a new project repo/workflow, and handing off to plan-project.