Individual skill
lamindb
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
bundled/skills/lamindb/SKILL.md
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- Last checked
- Nov 11, 2026
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- Repository last updated
- Nov 9, 2026
- License
- Apache-2.0
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- ai-agents Repository topic
- ai-workflow Repository topic
- automation Repository topic
- codex Repository topic
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- skills Repository topic
- ai-skills Repository topic
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- llm Repository topic
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- devops Derived category
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SKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesSKILL.mdcore · 14,300 bytesreferences/annotation-validation.mddoc · 12,276 bytesreferences/core-concepts.mddoc · 9,782 bytesreferences/data-management.mddoc · 10,709 bytesreferences/integrations.mddoc · 13,489 bytesreferences/ontologies.mddoc · 13,535 bytesreferences/setup-deployment.mddoc · 14,576 bytes
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# LaminDB
## Overview
LaminDB is an open-source data framework for biology designed to make data queryable, traceable, reproducible, and FAIR (Findable, Accessible, Interoperable, Reusable). It provides a unified platform that combines lakehouse architecture, lineage tracking, feature stores, biological ontologies, LIMS (Laboratory Information Management System), and ELN (Electronic Lab Notebook) capabilities through a single Python API.
**Core Value Proposition:**
- **Queryability**: Search and filter datasets by metadata, features, and ontology terms
- **Traceability**: Automatic lineage tracking from raw data through analysis to results
- **Reproducibility**: Version control for data, code, and environment
- **FAIR Compliance**: Standardized annotations using biological ontologies
## When to Use This Skill