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medical-research-algorithm-matcher

100 / 100 · Low risk

Fine to try.

By aipoch/openscience-specialist-marketplace (GitHub) · research · 10 stars · scanned at commit 88ca6e1

Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers. Always search real recent algorithm literature first, prioritize the last 12 months, expand to 1–3 years only when needed, and add canonical baselines only when necessary. Every formal algorithm recommendation must include the verified primary method paper, plus published downstream papers that actually cite/use the algorit…

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/'medical-research-algorithm-matcher' ] || [ -L ~/.agents/skills/'medical-research-algorithm-matcher' ]; then echo 'A skill folder named medical-research-algorithm-matcher already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aipoch/openscience-specialist-marketplace' "$d" && git -C "$d" checkout --quiet '88ca6e1772cb97189d56ad68346cc86268116f6b' -- 'specialists/auto-research-specialist/versions/1.0.1/package/skills/medical-research-algorithm-matcher' && mkdir -p ~/.agents/skills && cp -R "$d"/'specialists/auto-research-specialist/versions/1.0.1/package/skills/medical-research-algorithm-matcher' ~/.agents/skills/'medical-research-algorithm-matcher' && 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/'medical-research-algorithm-matcher' ~/.claude/skills/'medical-research-algorithm-matcher' (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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