k-dense-ai/scientific-agent-skills · skills/torch-geometric/SKILL.md

torch-geometric skillA

torch-geometric is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add k-dense-ai/scientific-agent-skills/torch-geometric@v1.2
Exact content
mdr add k-dense-ai/scientific-agent-skills/torch-geometric@sha256:3b6dd242f7633fdb

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5dficneyl2zu53xp.svg)](https://markdownregistry.com/a/art_5dficneyl2zu53xp)

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Versions

versioncommittedcommitsizeaudit
v1.2 latest2026-09-02 1e5eeff 19,352 BA view · diff
v1.12026-07-26 b085e11 18,394 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 18,399 BA view · diff
v1.02026-05-27 0936740 17,086 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19352 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

k-dense-ai/scientific-agent-skills · 45,352 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5dficneyl2zu53xp
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/torch-geometric
GET https://markdownregistry.com/api/v1/blob/3b6dd242f7633fdb1f63a1ec9f6a0a631931cba3a7943936764cb257345c047e

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.