What problem does it solve? Recurring code mistakes get corrected repeatedly by reviewers or CI but never become durable, enforced rules, so the same errors keep reappearing across sessions and pull requests. ## Core Features & Use Cases - Correction Routing: Classifies a correction as a code-convention rule, a process preference, or a one-off, and only codifies what genuinely recurs. - Layered Enforcement: Prefers mechanical guards in order - existing linter rules, import-boundary rules, custom guard scripts, then prose-only conventions-doc entries as a fallback. - Sweep Mode: Runs a weekly pass over recent merged PRs and review outputs to propose a batch of rules worth codifying. - Use Case: After a reviewer corrects hand-written route paths for the second time, invoke the skill to add a conventions-doc rule plus a failing lint guard that catches the pattern on every future push. ## Quick Start Ask the agent to turn the latest review correction into a durable rule with a lint guard, or run the weekly sweep to propose rules from recent merged work.