improving-skills-in-labRuns the Skill Improvement Lab in the main session: plan, bootstrap an isolated lab repo, KEEP or DISCARD improvement loop with a locked scorer, log and chart runs, backport, close with memory. Use for "improve this skill", "evaluate this skill", "score this change", "KEEP or DISCARD", "skill is not
running-control-planeCRITICAL INTAKE GATEWAY: use at the start of any non-trivial engineering task, feature, refactor, multi-file bugfix, work package or new idea, including requests to explore, brainstorm, build, fix or change something, before planning or code changes. Enforces read-only discovery, 1-3 structured ques
setting-up-agentic-osSets up and retrofits a project for the Agentic OS and guides a human through creating the approval signing key. Use for "set up agentic OS", "initialize agent harness", "init my project for AI agents", "retrofit repository", "upgrade project for evolution", "sync instruction files", "where do I put