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bio-crispr-screens-bagel-essentiality

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By BioTender-max/awesome-bio-agent-skills (GitHub) · design · 219 stars · scanned at commit 8cbdd18

Identifies essential genes from CRISPR-Cas9 fitness screens using BAGEL2 (Kim & Hart 2021 Genome Med), a Bayesian classifier scoring per-gene Bayes Factors via log-likelihood ratios over per-sgRNA fold changes, calibrated against CEGv2 core-essentials (Hart 2017 G3, ~684 genes) and NEGv1 non-essentials (Hart 2014, ~927 genes). Covers the fc + bf + pr workflow, the linear-extrapolation improvement over BAGEL1 truncation, multi-target off-target correction, tumor-suppressor sensitivity (BAGEL2 de…

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this.

Found in 3 places.

Sends data to these websites: raw.githubusercontent.com

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Found in 4 places.

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Downloads and installs other software

The author does not mention this.

Found in 2 places.

Safer alternatives

Low-risk skills in the same category (design) that look related. Check that one does what you need.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'bio-crispr-screens-bagel-essentiality' ] || [ -L ~/.agents/skills/'bio-crispr-screens-bagel-essentiality' ]; then echo 'A skill folder named bio-crispr-screens-bagel-essentiality already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BioTender-max/awesome-bio-agent-skills' "$d" && git -C "$d" checkout --quiet '8cbdd18837aa6296c4e77616a03b323bd69b57b1' -- 'skills/bioskills/bagel-essentiality' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/bioskills/bagel-essentiality' ~/.agents/skills/'bio-crispr-screens-bagel-essentiality' && 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-crispr-screens-bagel-essentiality' ~/.claude/skills/'bio-crispr-screens-bagel-essentiality' (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
2026-11-078cbdd1875