Zarr Chunked Array Store Starter
SkillAI & modelsUse this skill to convert a small numeric matrix into a chunked, compressed Zarr store and inspect a deterministic summary of its layout.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Zarr Chunked Array Store Starter skill
About this capability
A framework for discovering, compiling, and validating reusable skills for scientific agents.
What this skill tells your AI
The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/data-acquisition-and-dataset-handling/zarr-chunked-array-store-starter/SKILL.md and read by ahel’s review.
Use this skill to convert a small numeric matrix into a chunked, compressed Zarr store and inspect a deterministic summary of its layout.
What This Skill Does
- reads a toy tabular matrix
- writes a local Zarr v2 array with fixed chunking and Blosc compression
- reports shape, chunk layout, compressor choice, and summary statistics
When To Use It
- when you need a starter for
chunking-sharding - when you want a repo-local example of Zarr plus
numcodecs - when you need a tiny test fixture for chunked scientific array storage
Run
python3 skills/data-acquisition-and-dataset-handling/zarr-chunked-array-store-starter/scripts/run_zarr_chunked_array_store.py --input skills/data-acquisition-and-dataset-handling/zarr-chunked-array-store-starter/examples/toy_matrix.tsv --store-out scratch/zarr/toy_matrix.zarr --summary-out scratch/zarr/toy_matrix_summary.json
Notes
- The starter writes Zarr format 2 explicitly so classic compressor settings remain deterministic.
- The example is intentionally tiny and local; scale chunking decisions against real workloads before production use.
Signals
- GitHub stars
- 39
- Forks
- 5
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
zarr-chunked-array-store-starter- Source
- github.com/ma-compbio-lab/skillfoundry