self-healing-policies

Self-healing policies detect recurring repository failures and convert them into enforceable rules within .codebase/POLICIES.json. This prevents identical mistakes by actively checking new policies before relevant edits are applied.

Automated policy management lifecycle detects recurrent failures, proposes policy changes, and supports human review for activation. It tracks violations and designates pruning candidates to eventually deprecate stale policies.

Initialize the self-healing policy workflow and trigger a failure study. This generates your first policy proposal by analyzing past errors to guide automated governance and human review.

Policy enforcement checks active rules before relevant edits are applied. This proactive validation ensures new governance policies prevent failures rather than just detecting them post-edit.

Self-healing policy governance tracks violations and identifies pruning candidates to maintain policy quality. It automatically applies deprecation rules to remove stale policies from the active workflow.