lamindb-data-management
CommunityFAIR biological data management
Education & Research#ontology#data management#bioinformatics#lineage tracking#reproducibility#FAIR data
Authorjaechang-hits
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of managing, versioning, and tracing biological data, ensuring it is Findable, Accessible, Interoperable, and Reusable (FAIR).
Core Features & Use Cases
- Data Versioning: Track changes to datasets (AnnData, DataFrames, etc.) with automatic versioning.
- Lineage Tracking: Record the computational steps and code that produced each data artifact.
- Ontology Integration: Validate and standardize data using biological ontologies (e.g., cell types, genes).
- Use Case: A researcher can use this Skill to manage multiple batches of single-cell RNA sequencing data, ensuring that each version is linked to the specific analysis pipeline and parameters used, making results reproducible.
Quick Start
Use the lamindb-data-management skill to save an AnnData object named 'my_adata' as a versioned artifact with the key 'scrna/batch1.h5ad'.
Dependency Matrix
Required Modules
lamindbbiontypandasanndata
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: lamindb-data-management Download link: https://github.com/jaechang-hits/SciAgent-Skills/archive/main.zip#lamindb-data-management Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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