{ "subject": "Failure-to-guardrail ratchets", "policy": "Each repeated failure mode must produce one durable rule or hook", "entries": [ { "failure_mode": "Unverified completion claims", "guardrail": "Require evidence artifact with verification commands and outputs" }, { "failure_mode": "Large unsliced changes", "guardrail": "Require workflow contract for >=4 staged code files" }, { "failure_mode": "Lost context in long tasks", "guardrail": "Append-only session logs" } ] }