torch-geometric

lamm-mit/scienceclaw

SkillLoads cleanly

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for…

Scores
out of 100 · grade B+

2026-08-13

Works

40% of the score

92/100

Frontmatter name `torch-geometric` does not match its directory `torch_geometric`.

Maintained

25% of the score

92/100

no commits in the last 12 weeks

Adopted

20% of the score

33/100

240 stars on the source repo.

Documented

15% of the score

100/100

2,193 words with worked examples.
Ships 9 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 13 days ago.

Install

npx skills add lamm-mit/scienceclaw/torch-geometric

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
Name mismatch	The frontmatter name and the directory name disagree.

What it says it does

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-07-30.

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