Loop directory
4 loops match your filters.
Repair accessibility, highest-impact first
Confirm barriers against an agreed standard, fix the one with the greatest user impact, and rerun the same checks.
Karpathy-Style CLAUDE.md Self-Check Protocol for Loops
A self-check protocol embedded in CLAUDE.md that every loop iteration obeys before ending a turn: re-read the goal, diff the changes against it, run the verification command, and state what remains — a ritual that catches drift between iterations.
Agent-Loop-Skills bundle — loop until it's better
Six verification-gated loops in one open-standard skill bundle — autoresearch, scientific writing, data analysis, code/SQL/prompt optimization, and red-teaming — portable across Claude Code, Codex, and Cursor. Use the red-teaming loop only against systems you own and are authorized to test.
Clean up the slop
Review your recent diff for debug code, dead branches, and bad names, then fix with minimal edits until lint and tests pass.