ClaudSkills / Science & Research / biology-medicine

Generic Phenotype Scoring

Quality score: 70/100 · Category: Science & Research · Sub-category: biology-medicine

type:debug

Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular program. Use when a study centers on gene-set or feature-set definition, intersection with DEGs or candidate features, phenotype scoring, feature selection, diagnostic or stratification assessment, immune or cellular-resolution interpretation, network analysis, and optional orthogonal validation. Covers five study patterns (signature discovery, phenotype scoring, feature selection, immune/cellular interpretation, multi-layer validation) and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.

What this skill does

Generic Phenotype Scoring is a production-ready Claude Code skill (quality score 70/100) in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/generic-phenotype-scoring/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when a study centers on gene-set or feature-set definition, intersection with DEGs or candidate features, phenotype scoring, feature selection, diagnostic or stratification assessment, immune or cellular-resolution interpretation, network analysis, and optional orthogonal validation. Covers five study patterns (signature discovery, phenotype scoring, feature selection, immune/cellular interpretation, multi-layer validation) and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.

Who uses this skill

The Generic Phenotype Scoring skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/generic-phenotype-scoring
curl -L https://claudskills.com/skills/generic-phenotype-scoring/SKILL.md \
  -o ~/.claude/skills/generic-phenotype-scoring/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/generic-phenotype-scoring/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/generic-phenotype-scoring/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\generic-phenotype-scoring\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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