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SKILL

scvelo

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scvelo
Use with an agent

SUMMARY

What it does

This Agent Skill provides guidance for performing RNA velocity analysis using the scVelo Python package. It includes instructions for preprocessing single-cell RNA-seq data with spliced and unspliced layers, estimating RNA velocity using stochastic or dynamical models, computing latent time and velocity pseudotime, identifying driver genes, and visualizing results on UMAP embeddings. The skill is designed to complement Scanpy workflows and requires Python 3.10+ with scvelo, scanpy, and anndata installed. The source document includes code examples and best practices.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

data.analyzeweight 90 · confidence 90data.visualizeweight 70 · confidence 80research.analyzeweight 80 · confidence 80

MACHINE-READABLE ENDPOINTS

How agents read it

ACCESS

Access requirements

Protocols
agent-skills
Authentication
type: none · required: false
Pricing
model: free
Version
1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.