ClaudSkills / Science & Research / biology-medicine

Torchdrug

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: biology-medicine
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.

What this skill does

Torchdrug 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/torchdrug/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis.

Who uses this skill

The Torchdrug 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/torchdrug
curl -L https://claudskills.com/skills/torchdrug/SKILL.md \
  -o ~/.claude/skills/torchdrug/SKILL.md

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

Skills live at ~/.claude/skills/torchdrug/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\torchdrug\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.

More Science & Research skills

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

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt