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

torchdrug skillA

torchdrug is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Build and troubleshoot TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. Use when code imports torchdrug or needs its datasets, models, tasks, or Engine..

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/torchdrug@v1.2
Exact content
mdr add k-dense-ai/scientific-agent-skills/torchdrug@sha256:6e03c6bb06451fd4

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_c2ohyg6cnbhlsphe.svg)](https://markdownregistry.com/a/art_c2ohyg6cnbhlsphe)

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Versions

versioncommittedcommitsizeaudit
v1.2 latest2026-09-02 1e5eeff 10,104 BA view · diff
v1.12026-07-20 3b6f0e4 9,146 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 15,285 BA view · diff
v1.02026-05-27 0936740 15,280 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 (10104 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_c2ohyg6cnbhlsphe
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/torchdrug
GET https://markdownregistry.com/api/v1/blob/6e03c6bb06451fd4af1fb0a55e2ef862c111d63af79f4ca607393bcb19743b1f

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