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bio-metabolomics-normalization-qc

100 / 100 · Low risk

Fine to try.

By lilinji/GeneTind-Life-Skills (GitHub) · design · 17 stars · scanned at commit 908229c

Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement model that can create or erase biological signal. Use when processing a peak/feature table before statistical analysis, choosing a drift-correction or sample-normalization method, deciding QC RSD vs D-ratio filtering, or handling left-censored missing values. The feature table is produced by metabol…

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/'bio-metabolomics-normalization-qc' ] || [ -L ~/.agents/skills/'bio-metabolomics-normalization-qc' ]; then echo 'A skill folder named bio-metabolomics-normalization-qc already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/lilinji/GeneTind-Life-Skills' "$d" && git -C "$d" checkout --quiet '908229c955510a1841b216e8bf58f6b22818d4dc' -- 'skills/bio-metabolomics-normalization-qc' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/bio-metabolomics-normalization-qc' ~/.agents/skills/'bio-metabolomics-normalization-qc' && 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/'bio-metabolomics-normalization-qc' ~/.claude/skills/'bio-metabolomics-normalization-qc' (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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