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method-evolution

100 / 100 · Low risk

Fine to try.

By CorvinLabs/CorvinOS (GitHub) · coding · 25 stars · scanned at commit 3f28cfd

Use when the same rubric violation, the same kind of symptom-patch, or the same escalation happens across 3+ distinct tasks — meaning the problem is in the method (skill, prompt, rubric), not in the tasks. Forces a disciplined outer-loop step: name the pattern, propose a skill/rubric change, measure Δloss before and after, roll back on regression.

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/'method-evolution' ] || [ -L ~/.agents/skills/'method-evolution' ]; then echo 'A skill folder named method-evolution already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/CorvinLabs/CorvinOS' "$d" && git -C "$d" checkout --quiet '3f28cfd9b82326ff325e645ff041589c3220d813' -- 'corvin_operator/bundle/skills/ldd/method-evolution' && mkdir -p ~/.agents/skills && cp -R "$d"/'corvin_operator/bundle/skills/ldd/method-evolution' ~/.agents/skills/'method-evolution' && 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/'method-evolution' ~/.claude/skills/'method-evolution' (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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