Quality loops

Lint, types, and coverage pushed to green by loops that iterate until gates pass.

4 graded loops in this category.

Clean up the slop

Loop/goal

Review your recent diff for debug code, dead branches, and bad names, then fix with minimal edits until lint and tests pass.

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/goal the recent diff is clean and convention-aligned — review it for debug code, dead branches, and bad names, fix with minimal edits until `npm run lint && npm test` passes; stop after 4 turns
qualitylow riskclaude-codecodexcursor

Agent-Loop-Skills bundle — loop until it's better

Loop/ralph

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.

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"Loop until it's better" — verification-gated loops for autoresearch, scientific writing, data analysis, code/SQL/prompt optimization, red-teaming, packaged as open-standard Agent Skills portable across Claude Code, Codex, Cursor. Cap the run at 25 iterations; leave remaining work for the next session.
qualitymedium riskclaude-code

Repair accessibility, highest-impact first

Loop/loopForward Future

Confirm barriers against an agreed standard, fix the one with the greatest user impact, and rerun the same checks.

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Check [scope] against [accessibility standard, such as WCAG 2.2 AA] with automated scans and available keyboard, screen-reader, and other manual tests. Confirm each issue, rank it by harm, and fix the highest-impact blocker. Rerun the same checks, affected task, and regression tests. Keep only verified fixes. Stop when no blocker remains, progress stalls, verification is unavailable, or approval is required. Never silence a check or weaken the target. Return issues, fixes, evidence, exceptions, and untested needs.
qualitymedium riskclaude-codecodex

Karpathy-Style CLAUDE.md Self-Check Protocol for Loops

Loop/ralphAndrej Karpathy

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.

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Preamble rules embedded in CLAUDE.md that every loop iteration obeys: before ending a turn, re-read the goal, diff your changes against it, run the verification command, and explicitly state what remains — a self-check ritual that catches drift between iterations. (Community template descended from Andrej Karpathy's circulated CLAUDE.md rules.) Guardrails: Stop when the goal is verifiably met, or stop after 15 iterations, whichever comes first. Keep changes minimal and never touch files outside the task’s scope.
qualitymedium riskclaude-code