scvi-tools
Probabilistic single-cell RNA-seq with scvi-tools — scVI for a batch-corrected latent space, scANVI for semi-supervised label transfer, and Bayesian differential expression.
Install / Use
npx skills add aipoch/open-science --skill scvi-toolsInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of scvi-tools
scvi-tools scores 87/100 on our quality scale, 1032nd of 2,569 Development & Engineering skills we index (top 41%).
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 4,918 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 2 days ago, so scvi-tools is actively maintained.
- It is released under the Apache-2.0 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.
scvi-tools compared with similar skills
All 4 of these similar skills score higher than scvi-tools; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| scvi-tools (this skill)by aipoch | 87 | 4.9k | 2d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.0k | 6d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | today | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 4d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 4d ago | SKILL.md |
Frequently asked questions
- How do I install scvi-tools?
- Run
npx skills add aipoch/open-science --skill scvi-tools. The install tabs above show the steps for each supported agent. - Which AI agents does scvi-tools 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 scvi-tools safe to use?
- It is Apache-2.0-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 scvi-tools still maintained?
- The repository was last updated 2 days ago, so scvi-tools 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.