Lightlines
By k-dense-ai

lamindb

k-dense-ai1.7k installs

Biological datasets with validated metadata and provenance.

What it does

Curates and registers biological datasets in LaminDB with validated metadata and tracked workflow provenance.

When to use it

Use when registering biological datasets, curating DataFrame or AnnData metadata, querying annotated artifacts, or tracking scientific workflows.

How to use it

Give it biological data to curate; it creates project scripts that validate and register datasets with tracked provenance.

What you provide

  • Your files

Uses

Good to know

  • advertises something the task does not need

Latest review

What you need · 6

Requires Python 3.10–3.14; the worked example uses Python 3.12.

Uses uv to create the dedicated environment and install the worked example's dependencies.


Access · 2

This skill

https://arxiv.org/abs/2609.00065

Read

Fetches the skill library's paper

uv

Execute

Installs LaminDB and annotation packages