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python-scientific-commons

100 / 100 · Low risk

Fine to try.

By plurigrid/asi (GitHub) · coding · 72 stars · scanned at commit 293ce9f

Atlas of scientific-Python tooling — molecular informatics, omics, bio-databases, PDE/ODE simulators, RL/optimization, medical imaging, and lab automation. Use when picking a Python library for a scientific workflow, threading data across cheminformatics/genomics/imaging pipelines, or locating an EBI-OLS bio-database client.

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/'python-scientific-commons' ] || [ -L ~/.agents/skills/'python-scientific-commons' ]; then echo 'A skill folder named python-scientific-commons already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/plurigrid/asi' "$d" && git -C "$d" checkout --quiet '293ce9f76e3abcd5ba18db284688bc0d9ac6691d' -- 'skills/python-scientific-commons' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/python-scientific-commons' ~/.agents/skills/'python-scientific-commons' && 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/'python-scientific-commons' ~/.claude/skills/'python-scientific-commons' (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

DateVersionScore
2026-11-07293ce9f100