torchdrug
PyTorch-based ML platform for drug discovery: graph molecular representation learning, property prediction (ADMET, activity), retrosynthesis, drug-target interaction (DTI), and pretraining on large molecular datasets.
Install / Use
npx skills add jaechang-hits/SciAgent-Skills --skill torchdrugInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Tags
Our assessment of torchdrug
torchdrug scores 83/100 on our quality scale, 675th of 964 AI & Machine Learning skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
It has 367 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 37 days ago, so torchdrug is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
torchdrug compared with similar skills
All 4 of these similar skills score higher than torchdrug; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| torchdrug (this skill)by jaechang-hits | 83 | 367 | 37d ago | SKILL.md |
| claude-memby thedotmack | 100 | 96.3k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 85.3k | 3d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.4k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.2k | today | CLAUDE.md |
Frequently asked questions
- How do I install torchdrug?
- Run
npx skills add jaechang-hits/SciAgent-Skills --skill torchdrug. The install tabs above show the steps for each supported agent. - Which AI agents does torchdrug work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is torchdrug safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is torchdrug still maintained?
- The repository was last updated 37 days ago, so torchdrug is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.