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design-ai-benchmarking

100 / 100 · Low risk

Fine to try.

By Aperivue/medsci-skills (GitHub) · research · 379 stars · scanned at commit e0ea3b0

Use when designing a study that benchmarks AI systems against a human-expert panel, before data collection. Plans the arms, decoupled rubrics with anchors, planted calibration probes, reviewer panel, inter-rater reliability targets and LLM-as-judge versus human adjudication.

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/'design-ai-benchmarking' ] || [ -L ~/.agents/skills/'design-ai-benchmarking' ]; then echo 'A skill folder named design-ai-benchmarking already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Aperivue/medsci-skills' "$d" && git -C "$d" checkout --quiet 'e0ea3b0be3bf529aa0b94ee5fd8450e78848932c' -- 'skills/design-ai-benchmarking' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/design-ai-benchmarking' ~/.agents/skills/'design-ai-benchmarking' && 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/'design-ai-benchmarking' ~/.claude/skills/'design-ai-benchmarking' (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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