backlog-loop

What problem does it solve?

This Skill prevents AI agents from marking incomplete work as finished by enforcing a focused single-task implementation loop with independent verification before completion.

Core Features & Use Cases

• Task Iteration Workflow: Picks one backlog task, implements changes, runs verification, and iterates based on Judge feedback until completion or a bounded failure state.
• Verification Gate: Requires a skeptical Judge sub-agent receipt before moving a task to done, preventing unsupported completion claims.
• Use Case: Use this Skill when you want an AI coding agent to autonomously clear one well-defined backlog item while preserving task history, attribution, and recovery paths.

Quick Start

Use the backlog-loop skill to complete the next highest-priority todo task in my specified backlog project and verify it before marking it done.