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ce-optimize

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By Ouro-labs/ouroboros-plugins (GitHub) · coding · 17 stars · scanned at commit 0891202

Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores, keep improvements, and converge on the best solution. Use when optimizing clustering quality, search relevance, build performance, prompt quality, or any measurable outcome that benefits from systematic experimentation.

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/'ce-optimize' ] || [ -L ~/.agents/skills/'ce-optimize' ]; then echo 'A skill folder named ce-optimize already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Ouro-labs/ouroboros-plugins' "$d" && git -C "$d" checkout --quiet '089120248ce1d77f5beb9f12549cfc1d72128ac1' -- 'plugins/compound-engineering/assets/skills/ce-optimize' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/compound-engineering/assets/skills/ce-optimize' ~/.agents/skills/'ce-optimize' && 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/'ce-optimize' ~/.claude/skills/'ce-optimize' (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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