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external-model-validation

95 / 100 · Low risk

Fine to try.

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

Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk distribution plots, heatmap, and time-dependent ROC curves. NOT for: model training, feature selection, nomogram construction, calibration analysis, or single-cell data.

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/'external-model-validation' ] || [ -L ~/.agents/skills/'external-model-validation' ]; then echo 'A skill folder named external-model-validation 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 "$d" checkout --quiet '88ca6e1772cb97189d56ad68346cc86268116f6b' -- 'specialists/auto-research-specialist/versions/1.0.1/package/skills/external-model-validation' && mkdir -p ~/.agents/skills && cp -R "$d"/'specialists/auto-research-specialist/versions/1.0.1/package/skills/external-model-validation' ~/.agents/skills/'external-model-validation' && 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/'external-model-validation' ~/.claude/skills/'external-model-validation' (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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