What problem does it solve? Multi-step AI coding workflows drift, hallucinate, and lose context between sessions. This Skill executes exactly one atomic task from a persisted plan, keeping implementation small, verifiable, and resumable by any agent harness. ## Core Features & Use Cases - Atomic task execution: Reads STATE.json and PLAN.md, implements exactly one task, and hands off to the check phase without claiming completion. - Test-driven workflow: Enforces failing-test-first development with exhaustive coverage of expected behavior, failure modes, and edge cases. - State persistence: Updates STATE.json phase and task status so any agent can resume the workstream from external artifacts. - Use Case: A team decomposes a feature into atomic tasks in PLAN.md; an agent runs the build phase to implement task T-002 with full tests, then hands off to the check phase for verification. ## Quick Start Run the build phase to execute the active atomic task from PLAN.md and update STATE.json for handoff to check.