Maintain the canonical live OpenClaw main checkout, managed Gateway, local macOS app, exact-head main CI, and recurring full release validation. Use for fast-forward update heartbeats, post-update runtime verification, attributable CI repair and repo-native landing, or non-publishing Full Release Validation of current main.
Pre-commit/ship code review: Codex default; optional Claude or Pi.
Regenerate OpenClaw release changelog sections from git history before beta or stable releases.
Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.
Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.
Use for all ClawSweeper work: OpenClaw issue/PR sweep reports, commit-review reports, repair jobs, cloud fix PRs, @clawsweeper maintainer mention commands, trusted ClawSweeper-reviewed autofix/automerge, GitHub Actions monitoring, permissions, gates, and manual backfills.
Fix only small, high-certainty OpenClaw bugs from a pasted issue/PR list after deep code review.
Choose, run, rerun, or debug OpenClaw tests, CI checks, Docker E2E lanes, release validation, and the cheapest safe verification path.