What problem does it solve? Running the full OpenClaw test suite for every change wastes hours of CI and local time. This Skill helps you classify a diff, pick the narrowest safe verification path, debug CI failures, and rerun only the lanes that matter. ## Core Features & Use Cases - Targeted Test Selection: Classifies the touched surface and routes to pnpm test:changed, pnpm check:changed, or single-file Vitest runs instead of the full suite. - CI and Release Debugging: Guides inspection of GitHub Actions runs, release validation umbrellas, Package Acceptance workflows, and Docker E2E lanes with cheap targeted reruns. - Worktree-Safe Execution: Provides safe commands for Codex worktrees and sparse checkouts using node scripts/run-vitest.mjs and the Crabbox wrapper for remote proof. - Use Case: After fixing a failing Docker lane, use pnpm test:docker:rerun <run-id> to derive the smallest rerun command instead of re-triggering the entire release validation workflow. ## Quick Start Ask the assistant to determine the cheapest safe way to verify your current OpenClaw change and run only the relevant tests or CI lanes.