Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Generator-Evaluator iteration loop for building features against a scored rubric. Use when user says "gan", "gan loop", "generator evaluator", "iterate to threshold", "build with feedback loop", or needs an iteration pattern stronger than /loop for feature work that has a measurable quality signal. Do NOT use for one-shot implementations (use /plan + direct edits), recurring schedules (use /loop), or visual design exploration (use /design variants).
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: afe4fc9f4b8aeb6806faa23057649ab6b62bcb78f527e1452ce15adbb5f2519f
About this listing
- Category
- Developer tools
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.