Rules from Coding Agent Failures

Run the failure-to-rule loop autonomously: capture agent failures, triage them into clusters, promote recurring patterns into the smallest durable fix, verify closeout, prune stale rules. State assumptions and evidence in the output; ask only on genuine blockers.

Core invariants