Audit and sync agent brain — read all rules from disk, reconcile skills/catalogs/routing. Triggers on refresh agent brain, refresh all rules, audit rules, or after steering promotion. Read-only audit script; agent writes doc updates.
One-prompt agent autoresearch loop for StepCOVNet: goal + time budget → orient, hypothesize, run, log, repeat until success or deadline. Use when the user says "run autoresearch", gives a research goal with a budget, or names a profile (e.g. ar-tide-overfit). Not for unattended Python planners (--hours / lattice).
Answers what to do now, what's next, where are we, project status, or orientation. When the user then says do it, go ahead, or start, execute the If you say do it steps from the last whats-next answer. Runs projectstatus.py and reads EXPERIMENTLOG § Current phase.