Operator loop, ai-operator-system
02 · Build
Implement
branch
03 · Gate
Human review
REVIEW.md
04 · Deliver
Handoff
merge
Shared specs, review criteria, and handoff files give AI coding tools a common starting point. The maintainer owns verification and release decisions.
Active
Featured
Mar 2025, present
AI Operator System
A file-and-review workflow for keeping AI-assisted development scoped, reviewable, and easier to resume across sessions.
Reusable documentation and templates separate project rules, specs, review checks, and handoff state. Claude Code and Codex can read the same repo context; the maintainer checks the work and decides what ships.
Spec-before-build
Human approval gates
Claude Code
Codex