Zarr Chunked Array Store Starter

SkillAI & models

Use 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.

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