What problem does it solve? Running the full OpenClaw test suite or release validation for every small change wastes hours of CI time and local compute. This Skill helps you pick the narrowest safe verification path for a given diff, debug failing CI jobs, and rerun only the lanes that matter. ## Core Features & Use Cases - Targeted Test Selection: Classify a diff and choose between pnpm test:changed, pnpm check:changed, single-file Vitest runs, or the node-based run-vitest.mjs harness for Codex worktrees. - CI and Release Debugging: Inspect GitHub Actions runs with gh, dispatch Full Release Validation, Release Checks, Package Acceptance, or reusable Live/E2E workflows with narrow rerun groups and lane filters. - Docker E2E Cost Control: Dry-run the Docker lane scheduler, derive cheap targeted reruns from summary.json/failures.json artifacts, and reuse prepared GHCR images and package tarballs. - Use Case: After fixing a single failing live E2E shard, dispatch the reusable workflow with rerun_group=live-e2e and a live_suite_filter instead of restarting the entire release umbrella. ## Quick Start Ask the assistant to determine the cheapest safe way to verify your current OpenClaw diff and rerun only the failing CI lane.
