Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
This skill consolidates autonomous AI agent loop patterns: the Ralph Wiggum exit-code-2 pattern, our manage-loop (manage-continuation.json + manage-loop-hook.py), grind-loop.sh supervisor, completion detection strategies, safety caps, stall detection, and the tradeoffs between simple loops and sophisticated orchestration. Use when designing or debugging autonomous agent loops, choosing between loop approaches, or implementing safety limits. Do NOT use for choosing which command to run (use ai-coding-agents) or for task management (use linear).
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
Review the source before using this skill
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About scan coverage and limitationsAbout this listing
- Category
- Engineering
- Reported license
- CC-BY-4.0
- 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.