Analyze skill outcomes + user corrections để propose self-improvements. Triggers: 'improve', 'skill learning', 'why does this skill keep getting it wrong', '/improve [skill-name]'.
Close or merge a pull request the right way via a 4-step hygiene sequence whose order is load-bearing. Use when the user closes, merges, wraps up, lands, or finishes a PR — 'close this PR', 'merge and clean up', 'land this', 'wrap up the PR' — even if they don't spell out all four steps.
Nightly vault maintenance — fix broken wiki-links, detect orphan pages, sync directory indexes, flag stale GH-issue tasks. Use cho: vault maintenance, broken links, orphan pages, nightly cron, lint vault.
Use when mastering a book's content through autonomous extraction, validation against NotebookLM, and knowledge extension
Ultimate autonomous goal→proof loop: auto-grill a fuzzy goal, slice the grounded decisions into a parent PRD + tracer-bullet children, implement each with a TDD evaluator-regenerate loop, then deliver a per-acceptance-criterion PROOF report. Triggers: '/autodev <goal>', 'build this with proof while I'm away', 'autonomously ship and prove this'. For queue-and-walk-away (no drive-to-done, no proof) use /afk; to clarify with a human in the loop use /grill.
Use when verifying ingested book knowledge against NotebookLM, checking verification status, or managing audit flags before absorbing
Turn a goal, task, or existing issue into autonomous work — grill when fuzzy, file/relabel AFK issues, health-check the loop spine, hand off to the schedulers. Add --auto to drive the whole goal→proof loop in one run and return a proof report (delegates to /autodev) instead of queuing-and-handing-off. Triggers: '/afk <goal|task|N>', '/afk --auto <goal>', 'make this AFK', 'finish this while I'm away'. Execute NOW instead → /impl N or cox N.
Aggregate daily working journey across all repos and sessions into structured content material for the '100 days building AI Brain OS' series. Triggers on: journal, daily journey, what did I do today, extract journey, content material