Free alternatives to lamindb
50 free AI Skills apps to use instead, best rated first.
Top picks
- B

batch-grill-me
Getbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
- W

webapp-testing
GetNative Python Playwright scripts for testing local web applications with server lifecycle management. Includes with_server.py helper to automatically start and manage single or multiple servers before running automation scripts. Supports re
- C

content-research-writer
GetAssists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on
- O

openhue
Getopenhue is an agent skill from the OpenClaw project, listed on skills.sh. It lets an agent control Philips Hue lights and scenes through a Hue Bridge with the OpenHue CLI: turn lights on and off, dim rooms, set scenes such as movie mode, an
- I

implement
Getimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
- F

frontend-design
GetDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
More AI Skills apps
About lamindb

lamindb
Manages biological datasets and models
lamindb is an agent skill for managing biological datasets and models with LaminDB. It covers registering artefacts, curating DataFrame and AnnData metadata, querying annotated artefacts, tracking lineage for scientific scripts and workflows, validating schemas, and annotating with Bionty ontologies. LaminDB keeps metadata in SQLite or PostgreSQL, and keeps the files in configured storage. The skill is clear that registration alone does not establish scientific validity or FAIR compliance. It targets LaminDB 2.10.0 and Bionty 2.5.0. The local examples were run on Python 3.12 with pandas 3.0.6 and AnnData 0.13.2, and the skill notes that this LaminDB release caps AnnData at 0.13.2, so the dependency constraints must be kept. It also says to install IPython for the registry synonym helpers, because one of them imports it in this release. Use it when you want a reproducible record of which dataset, model or script produced which result, with metadata that other people can query. It is part of the k-dense-ai scientific agent skills repository on GitHub, which has about 49,600 stars. The listing shows it as free, and it has about 1,800 installs.
- Price
- Free
- Made by
- k-dense-ai
- Category
- AI Skills
- Website
- github.com/k-dense-ai/scientific-agent-skills/lamindb

