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evolve-skill-from-traces

95 / 100 · Low risk

Fine to try.

By roohe/agentic-super-skills (GitHub) · other · 10 stars · scanned at commit f483e54

Evolve SKILL.md files from agent execution traces using a three-stage pipeline: trajectory collection from observed runs, parallel multi-agent patch proposal for error and success analysis, and conflict-free consolidation of overlapping edits via prevalence-weighting. Based on the Trace2Skill methodology.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'evolve-skill-from-traces' ] || [ -L ~/.agents/skills/'evolve-skill-from-traces' ]; then echo 'A skill folder named evolve-skill-from-traces already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/roohe/agentic-super-skills' "$d" && git -C "$d" checkout --quiet 'f483e54f3ad5f202a77d45f2e57f8d970b71195f' -- 'skills_library/evolve-skill-from-traces' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills_library/evolve-skill-from-traces' ~/.agents/skills/'evolve-skill-from-traces' && 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/'evolve-skill-from-traces' ~/.claude/skills/'evolve-skill-from-traces' (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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