ClaudSkills / Science & Research / ml-research

Non Tumor ML Research Planner

Category: Science & Research  ·  Sub-category: ml-research
type:debug
Generates complete non-tumor biomedical machine learning research designs from a user-provided research direction. Always use this skill when users want to plan bioinformatics + ML papers for non-cancer diseases (metabolic, cardiovascular, kidney, inflammatory, autoimmune, infectious, neurological, endocrine, wound healing, chronic multifactor), design diagnostic biomarker studies, combine GEO datasets with feature selection and ML modeling, or generate Lite/Standard/Advanced/Publication+ workload plans. Trigger for:"non-tumor ML study", "bioinformatics paper outside oncology", "key genes and diagnostic model for a disease", "pyroptosis/ferroptosis/senescence/autophagy + disease", "GEO datasets + machine learning", "RF + LASSO diagnostic model", "DEG + feature selection + validation", "immune infiltration + biomarker", "non-cancer biomarker paper". Trigger even for casual phrasings like "I want to study X using machine learning", "help me design a non-tumor bioinformatics paper", or "how do I build a diagnostic model for disease Y".

What this skill does

Non Tumor 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/non-tumor-ml-research-planner/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Non Tumor ML Research Planner 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 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

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

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

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

More Science & Research skills

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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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