Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Implement self-correcting agent loops — run tests, capture failures, feed error context back to the writing agent, and repeat until pass or max-attempts reached. Inspired by Microsoft AutoGen's multi-agent reflection pattern. Use when asked about "auto-feedback loop", "self-correcting agent", "AutoGen reflection", "agent retry on failure", "tdd feedback loop", "automatic fix loop", "agent keeps fixing until tests pass", "feedback-loop script", "run-until-green", or "agent self-correction". Do NOT use for: one-shot test runs — see tdd-workflow. Do NOT use for: multi-agent task assignment — see ai-team-workflow.
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: ea894d27546082f89d92043d4583031c65ae3bf9deb5f31f22019ca510479316
About this listing
- Category
- Engineering
- Reported license
- Not specified
- 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.