Fill missing type, title, and description frontmatter on documents using structured AI output
Download a web page by URL and save it as clean markdown with images
Audit for accessibility — keyboard navigation, ARIA labels, contrast, focus indicators
Produce a full dependency health report (SBOM, vulnerabilities, staleness, upgrades, licenses)
Audit error handling UX — error boundaries, silent failures, loading states, empty states
Audit for unnecessary re-renders — Zustand subscriptions, missing memoization, inline callbacks
Audit test coverage — inventory tests by type, find critical untested paths
CI-repair stage of the AW pipeline. Diagnoses a red CI on a bot-authored draft PR and applies a single bounded, well-understood mechanical fix (one attempt only); posts a comment for any failure pattern it cannot safely repair.