molfeat
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.
Install / Use
npx skills add K-Dense-AI/scientific-agent-skills --skill molfeatInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of molfeat
molfeat scores 89/100 on our quality scale, 165th of 583 AI & Machine Learning skills we index (top 29%).
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.
With 46,441 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so molfeat is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
molfeat compared with similar skills
All 4 of these similar skills score higher than molfeat; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| molfeat (this skill)by K-Dense-AI | 89 | 46.4k | 3d ago | SKILL.md |
| claude-memby thedotmack | 100 | 94.6k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 85.3k | 9d ago | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 84.1k | 12d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.7k | today | CLAUDE.md |
Frequently asked questions
- How do I install molfeat?
- Run
npx skills add K-Dense-AI/scientific-agent-skills --skill molfeat. The install tabs above show the steps for each supported agent. - Which AI agents does molfeat 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 molfeat safe to use?
- It is MIT-licensed and scores 100/100 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 molfeat still maintained?
- The repository was last updated 3 days ago, so molfeat 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.