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sensitivity-specificity-tradeoff-analysis

100 / 100 · Low risk

Fine to try.

By HolobiomicsLab/asb-skill-collections (GitHub) · coding · 16 stars · scanned at commit bf028f4

Use when you have a trained neural network model and a labelled validation dataset (with high-quality and low-quality peak annotations), and you need to determine the optimal probability threshold that maximizes the difference between true positive rate and false positive rate for classifying MS1.

Works with any agent that supports SKILL.md skills.

This skill is no longer available at its GitHub address. The information below is from the last time we could read it and may be out of date.

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/'sensitivity-specificity-tradeoff-analysis' ] || [ -L ~/.agents/skills/'sensitivity-specificity-tradeoff-analysis' ]; then echo 'A skill folder named sensitivity-specificity-tradeoff-analysis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/HolobiomicsLab/asb-skill-collections' "$d" && git -C "$d" checkout --quiet 'bf028f481d363bb69a4047acecffccb62ea40705' -- 'collections/metabolomics/v1/skills/sensitivity-specificity-tradeoff-analysis' && mkdir -p ~/.agents/skills && cp -R "$d"/'collections/metabolomics/v1/skills/sensitivity-specificity-tradeoff-analysis' ~/.agents/skills/'sensitivity-specificity-tradeoff-analysis' && 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/'sensitivity-specificity-tradeoff-analysis' ~/.claude/skills/'sensitivity-specificity-tradeoff-analysis' (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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