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domain-check

95 / 100 · Low risk

Fine to try.

By ai4s-research/open-science (GitHub) · research · 2,088 stars · scanned at commit 685053b

Use ONLY when the user asks to check, validate, review or audit analysis code for scientific correctness, or when you are the reviewer agent running its checks. Never run it unprompted as part of ordinary analysis work. Covers physics, earth/geo, biology, chemistry, social science and bioprocess/fermentation. Runs a deterministic domain-correctness gate that catches code which runs but is scientifically wrong (unit/dimension mismatch, Euclidean distance on lat/lon without a CRS, 0-based/1-based…

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/'domain-check' ] || [ -L ~/.agents/skills/'domain-check' ]; then echo 'A skill folder named domain-check already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ai4s-research/open-science' "$d" && git -C "$d" checkout --quiet '685053bf29daf6310b20b88be10de4926c66efe0' -- 'runtime/skills/core/domain-check' && mkdir -p ~/.agents/skills && cp -R "$d"/'runtime/skills/core/domain-check' ~/.agents/skills/'domain-check' && 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/'domain-check' ~/.claude/skills/'domain-check' (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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Score history