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bench-skills

100 / 100 · Low risk

Fine to try.

By kaankacar/stellar-build (GitHub) · other · 37 stars · scanned at commit 37363a8

Benchmark stellar-build skills to measure quality and the lift from optimization. Use when the user says "bench my skills", "bench-skills", "benchmark skills", "did optimization help", "measure my skills", "stellar-loop bench", or wants to quantify whether /optimize-skills actually improved things. Held-out eval prompts scored by an LLM judge, reproducible with fixed seeds. Fully local.

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/'bench-skills' ] || [ -L ~/.agents/skills/'bench-skills' ]; then echo 'A skill folder named bench-skills already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/kaankacar/stellar-build' "$d" && git -C "$d" checkout --quiet '37363a83d00db6d20eadb8a4466c78e5503cd86b' -- 'skills/loop/bench-skills' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/loop/bench-skills' ~/.agents/skills/'bench-skills' && 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/'bench-skills' ~/.claude/skills/'bench-skills' (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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