cyberneticlibrary

Manage biological dataset lineage and versioning

lamindbskillsetup L227,559
K-Dense-AI/scientific-agent-skills
What it does

Index and query biological datasets via SQL-queryable registry

Best for

Building a lineage-tracked, versioned registry of biological datasets for reproducible analysis

Inputs
  • · biological data files (AnnData, Zarr, Parquet)
  • · metadata annotations
Outputs
  • · searchable dataset registry
  • · versioned data snapshots
Requires
  • · LaminDB Python package
  • · PostgreSQL or SQLite backend
Preconditions

LaminDB installed; data in supported formats

Failure modes
  • · Schema drift across versions
  • · Large dataset indexing latency
  • · Metadata annotation incomplete
Trust signals
  • · SQL queryability
  • · Versioning built-in
  • · Lineage tracking