Skill UI

LaminDB is an open-source biology data framework that keeps scRNA-seq, spatial, flow cytometry, and other datasets queryable, traceable, and FAIR; it versions artifacts, tracks workflow lineage, validates schemas, links ontologies, and plugs into Nextflow, MLflow, and W&B for reproducible research.

Scanpy provides a scalable Python pipeline for single-cell RNA-seq, covering QC, normalization, dimensionality reduction, clustering, marker discovery, annotation, trajectory analysis, and publication-ready visualizations through AnnData.