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pair-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 ccomkhj/skills (GitHub) · coding · 10 stars · scanned at commit 513f92c

Use when the user wants a measured speedup or cost reduction for something concrete and runnable — a DuckDB/SQL query, a hot Python path, an endpoint, a pipeline step — with a second agent (Claude ↔ Codex) challenging the numbers, rather than vibes-based tuning. Also use when invoked as the peer ("Resume the pair-optimize skill"). Hard rule — no optimization is kept unless it is measured faster/cheaper AND produces output identical to the baseline.

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/'pair-optimize' ] || [ -L ~/.agents/skills/'pair-optimize' ]; then echo 'A skill folder named pair-optimize already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ccomkhj/skills' "$d" && git -C "$d" checkout --quiet '513f92c027ea9285eccba656777f703c49d1017c' -- 'pair-optimize' && mkdir -p ~/.agents/skills && cp -R "$d"/'pair-optimize' ~/.agents/skills/'pair-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/'pair-optimize' ~/.claude/skills/'pair-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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