torchdrug SKILL.md skillA
torchdrug from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/torchdrug@v1.4Pins v1.4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/torchdrug/SKILL.md- Versions recorded
- 6
- Latest version
- v1.4, committed Oct 1, 2026
- First version recorded
- May 27, 2026
- Size
- 12,210 bytes
- Repository stars
- 56,497
- License
- MIT
Builds and troubleshoots 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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# TorchDrug Use TorchDrug as a modular PyTorch graph-learning stack: 1. load a `datasets.*` dataset, 2. choose a `models.*` representation model, 3. wrap it in a `tasks.*` objective, 4. train and evaluate it with `core.Engine`. The current official documentation and latest published release are both **0.2.1** (released July 2023; rechecked October 1, 2026). Treat newer Python or PyTorch combinations as unverified rather than silently assuming compatibility. ## Start with the version guard Before generating or debugging code, inspect the environment: ```bash python --version python -c "import torch; print(torch.__version__)" python -c "import torchdrug; print(torchdrug.__version__)" ``` The supported matrix for TorchDrug 0.2.1 is: - Python 3.7 through 3.10 - PyTorch 1.8 through 2.0 - Linux, Windows, or macOS - Apple Silicon: PyTorch 1.13 or later, CPU only; no MPS support If the project uses Python 3.11+ or PyTorch 2.1+, create a compatible environment or explicitly test a source build. Do not present such combinations as supported. ## Installation Prefer a dedicated Python 3.10 environment and pin the TorchDrug release: ```bash uv venv --python 3.10 …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/torchdrug@sha256:03538274e00aad26The line at the top of this page pins the label v1.4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_c2ohyg6cnbhlsphe)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 27, 2026 and Oct 1, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.4 latest | 2026-10-01 | a92663a | 12,210 B | A | view · diff |
| v1.3 | 2026-09-30 | ce9e6e9 | 10,426 B | A | view · diff |
| v1.2 | 2026-09-02 | 1e5eeff | 10,104 B | A | view · diff |
| v1.1 | 2026-07-20 | 3b6f0e4 | 9,146 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 15,285 B | A | view · diff |
| v1.0 | 2026-05-27 | 0936740 | 15,280 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12210 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
k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · 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/03538274e00aad262d159ca5ebed55fe6519d605171569feff44afeb781088fd
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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