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self-correction-loop

100 / 100 · Low risk

Fine to try.

By rlaope/ultraprompt (GitHub) · coding · 36 stars · scanned at commit febbc08

Invoke when an implementation attempt produces a failure signal (test failure, compile error, wrong output, crash, perf regression) and you must decide whether to retry, rethink, or back out — instead of hammering the same fix.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'self-correction-loop' ] || [ -L ~/.agents/skills/'self-correction-loop' ]; then echo 'A skill folder named self-correction-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/rlaope/ultraprompt' "$d" && git -C "$d" checkout --quiet 'febbc08111b85bb31834218dce5361a4babbc696' -- 'skills/self-correction-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/self-correction-loop' ~/.agents/skills/'self-correction-loop' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'self-correction-loop' ~/.claude/skills/'self-correction-loop' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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