Autonomous Single-Command Execution Pipeline (zqk do)

Overview

zqk do (aliased as zqk auto-exec and zqk auto-do) provides a single unified entry point that autonomously executes task workflows without operator friction:

1. Target Discovery / Resolution: Automatically resolves the lead shovel-ready backlog item from active priority plans or accepts an explicit BLI-... / ATK-... identifier.
2. Atomic Work Claiming: Atomically sets claimant identity (--by), transitions status to in_progress, and primes effort metrics.
3. Context Assembly: Interrogates governing criteria (CRIT-...), requirements (REQ-...), and bound skills without polluting object bodies.
4. TDD Verification & Latching: Executes test cases linked to the criteria, records verification outcomes, and automatically promotes satisfied criteria and backlog items to complete.

Implementation

• Command: cmd/zqk/do/do.go
• Core Engine: pkg/cli/auto_exec.go