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universal-single-cell-annotator - Universal Single-Cell Annotator for RNA-seq Data Annotation

Annotates single-cell RNA-seq data using marker genes, deep learning, or LLM reasoning

Tags

Updated: 2026-02-12

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • score cells with marker genes
  • transfer labels from celltypist
  • extract markers for LLM interpretation

Inputs

  • single-cell RNA-seq data
  • gene marker lists
  • AnnData object

Outputs

  • annotated cell type predictions
  • updated adata.obs columns
  • cell type labels

Requirements

  • Python 3.9+
  • scanpy library
  • AnnData format

Source

  • Spec: SKILL.md
genomics
bioinformatics
single-cell
annotation
score cells with marker genes
transfer labels from celltypist
extract markers for LLM interpretation
single-cell RNA-seq data
gene marker lists
AnnData object
annotated cell type predictions
updated adata.obs columns
cell type labels