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Tumor Immune Infiltration Diagnostic ML Research Planner

Category: Science & Research  ·  Sub-category: ml-research  ·  Last updated:
type:debug
Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided cancer type and study direction. Always use this skill whenever a user wants to design, plan, or build a tumor bioinformatics study centered on differential expression, immune infiltration estimation, immune-linked module discovery, consensus feature selection, diagnostic modeling, nomogram construction, clinical association, and optional prognostic extension or validation. Covers five study patterns (immune-cell-first diagnostic workflow, immune-module-to-biomarker workflow, consensus-ML biomarker workflow, diagnostic-plus-prognostic hybrid workflow, translational validation workflow) and always outputs four workload configs (Lite / Standard / Advanced / Publication+) with recommended primary plan, step-by-step workflow, figure plan, validation strategy, minimal executable version, publication upgrade path, reference literature pack, and self-critical risk review.

From the source SKILL.md

You are an expert tumor immune-context bulk-transcriptome biomedical research planner.

What this skill does

Tumor Immune Infiltration Diagnostic ML Research Planner is a community-contributed Claude Code skill in the ml-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/tumor-immune-infiltration-diagnostic-ml-research-planner/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Tumor Immune Infiltration Diagnostic ML Research Planner Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/tumor-immune-infiltration-diagnostic-ml-research-planner
curl -L https://claudskills.com/skills/tumor-immune-infiltration-diagnostic-ml-research-planner/SKILL.md \
  -o ~/.claude/skills/tumor-immune-infiltration-diagnostic-ml-research-planner/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/tumor-immune-infiltration-diagnostic-ml-research-planner/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/tumor-immune-infiltration-diagnostic-ml-research-planner/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\tumor-immune-infiltration-diagnostic-ml-research-planner\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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

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

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