Free alternatives to scvi-tools
50 free AI Skills apps to use instead, best rated first.
Top picks
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batch-grill-me
Launchbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
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implement
Launchimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
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frontend-design
LaunchDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
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brainstorming
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test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
About scvi-tools

scvi-tools
Deep learning for single-cell analysis using scvi-tools
Scvi-tools is an agent skill that guides deep-learning analysis of single-cell genomics data using the scvi-tools framework. It is aimed at researchers and bioinformaticians who work with single-cell data and want help choosing the right probabilistic model. Its main use cases are data integration and batch correction, which it handles with the scVI and scANVI models. The skill works in three steps: first identify the right workflow from the model and workflow tables it contains, then read the matching reference file for detailed steps and code, and finally use the helper scripts it ships so common code does not have to be rewritten each time. Separate reference files cover environment and GPU setup and debugging. The skill is part of Anthropic's knowledge-work plugins and is listed as free on skills.sh.
- Price
- Free
- Made by
- anthropics
- Category
- AI Skills
- Website
- github.com/anthropics/knowledge-work-plugins/scvi-tools
