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bio-flow-cytometry-bead-normalization

100 / 100 · Low risk

Fine to try.

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

Bead-based signal normalization and cross-batch harmonization for CyTOF and high-parameter cytometry - EQ four-element bead normalization of instrument sensitivity drift (CATALYST normCytof, premessa), and reference-anchor cross-batch normalization (CytoNorm, per-cluster quantile splines). Covers the distinction between within-run drift correction and between-batch correction, the mandatory anchor/reference sample, why normalization is per-cluster with many quantiles, and the over-correction ri…

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-flow-cytometry-bead-normalization' ] || [ -L ~/.agents/skills/'bio-flow-cytometry-bead-normalization' ]; then echo 'A skill folder named bio-flow-cytometry-bead-normalization 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 "$d" checkout --quiet '908229c955510a1841b216e8bf58f6b22818d4dc' -- 'skills/bio-flow-cytometry-bead-normalization' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/bio-flow-cytometry-bead-normalization' ~/.agents/skills/'bio-flow-cytometry-bead-normalization' && 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-flow-cytometry-bead-normalization' ~/.claude/skills/'bio-flow-cytometry-bead-normalization' (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
2026-11-11908229c100