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clawevolve-tune

100 / 100 · Low risk

Fine to try.

By inclusionAI/Avernet (GitHub) · devops · 602 stars · scanned at commit f978637

自进化调优 skill。用于 self-evolution loop 中，根据 objective、当前策略 spec 和 optimization bench 结果，对当前 bot/workspace 做一轮小而可解释的调优，并产出 tune_report、changed_files 和 diff。触发词：自进化调优、evolve tune、self tune、根据优化集调优、bench 后优化、round tune。

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/'clawevolve-tune' ] || [ -L ~/.agents/skills/'clawevolve-tune' ]; then echo 'A skill folder named clawevolve-tune already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/inclusionAI/Avernet' "$d" && git -C "$d" checkout --quiet 'f97863707dfe9c4d140b8b39cfc0564fa168627d' -- 'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-tune' && mkdir -p ~/.agents/skills && cp -R "$d"/'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-tune' ~/.agents/skills/'clawevolve-tune' && 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/'clawevolve-tune' ~/.claude/skills/'clawevolve-tune' (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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