Ci Doctor
Use to audit the CI and apply concrete speed or cost gains: caching, parallelization, path filters, redundant jobs.
Security Fix
Use to find and fix one batch of concrete security issues: vulnerable dependencies, injection risks, secrets in code, unsafe patterns.
Autopilot Retro
Run the daily maintenance feedback loop: reconcile PR outcomes, update the Scorecard and Scheduler, and propose changes from independently verified feedback.
Autopilot
Run one quota-aware maintenance cycle when invoked manually or by a scheduled trigger. Gate on usage, pick useful work, and hand off at most one PR.
Harvest Reviews
Use to harvest lessons from PR reviews and bug reports (AI reviewer findings, human review comments, bug-labeled issues) into a review-lessons ledger, and to promote recurring patterns into the owning constraints file (CLAUDE.md, AGENTS.md, guidelines docs, a skill rubric).
Flaky Hunt
Use to detect a flaky test via reruns and fix it.
Dead Code Sweep
Use to remove dead code: unused exports, unreachable branches, commented-out code, orphan helpers.
Docs Drift
Use to fix stale documentation against recently merged PRs. Never adds new docs; deletes more than it writes.
Todo Reaper
Use to sweep TODO, FIXME, and XXX markers: implement the trivial ones, delete the obsolete ones, convert the rest into hub to-do lines.
Test Gap Fill
Use to add behavior tests to the least-covered module.
Ui Review
Use to review one app page per run in a sandbox environment: screenshots, design-system deviations, UX of the main flow; fixes objective deviations only. Chantier: needs an approved chantier issue and a sandbox target.
Primitives Align
Use to fold components that reimplement their own variants (buttons, modals, hardcoded spacing or colors) onto the shared primitives. Chantier: needs an approved chantier issue.
Refactor Slice
Use to refactor one bounded area for better architecture: extract responsibilities, respect layers, simplify with identical behavior.
Dedupe Factor
Use to find duplicated logic (copy-paste, redundant helpers) and factor it into shared primitives.
Pattern Align
Use to align code on the house design patterns and conventions, one pattern times one module per run. Chantier: needs an approved chantier issue.
Ds Migrate
Use to migrate ad hoc frontend components to the design system, one batch per run. Chantier: needs an approved chantier issue.
Perf Fix
Use to fix one measured performance problem on an endpoint, query, or render path: N+1, oversized payload, slow component.
Deps Patrol
Use to upgrade dependencies minor and patch in one batch after reading changelogs; each major gets its own dedicated PR.
Todo
Use when the user asks to add work to the autopilot queue for a later maintenance cycle.