mcpbeat

Torchdrug

comeonoliver/skillshub-torchdrug

Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.

34k tokens
context cost
the whole folder, loaded on every use
10
files
instructions only
3
copies elsewhere
how many repositories repackaged it
59
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/ComeOnOliver/skillshub --skill torchdrug

Repackaged in 3 other repositories

same content, different owner
aiskillstore/marketplace open on GitHub →
foryourhealth111-pixel/Vibe-Skills open on GitHub →
Microck/ordinary-claude-skills open on GitHub →

How to use it

Copy the folder

Take comeonoliver/skillshub-torchdrug from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference pip, uv. Without those the skill loads but fails at the first command.