What problem does it solve? It turns ad-hoc agent coding requests into a visible, reviewable assembly line where each task is a markdown spec whose folder location represents its state, preventing agents from silently deciding product direction. ## Core Features & Use Cases - Spec lifecycle management: Move specs through inbox, active, and archive states using the loop-factory CLI with dispatch, review, and archive commands. - Grill gate and review gate: Interrogate specs before dispatch and require an accepted human review before any work counts as done. - Autonomous mode: Drain the inbox of ready specs on a schedule via /loop or cron, building and verifying while leaving acceptance to humans. - Use Case: A solo developer writes specs for a backlog of features, then runs a scheduled pass that dispatches each grilled spec to Claude Code or Codex, verifies the acceptance criteria, and leaves finished work in active/ for morning review. ## Quick Start Install the loop-factory CLI, run loop-factory init in your git repo, then ask the agent to scan the inbox and dispatch the first ready spec to Claude Code.