zarr-python
Chunked N-D arrays for cloud storage (Zarr-Python 3). Compressed arrays, parallel I/O, S3/GCS via fsspec, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
Install / Use
npx skills add K-Dense-AI/scientific-agent-skills --skill zarr-pythonInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of zarr-python
zarr-python scores 89/100 on our quality scale, 244th of 1,003 Automation skills we index (top 25%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 46,441 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so zarr-python is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
zarr-python compared with similar skills
All 4 of these similar skills score higher than zarr-python; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| zarr-python (this skill)by K-Dense-AI | 89 | 46.4k | 3d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.3k | 9d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.7k | today | CLAUDE.md |
| rufloby ruvnet | 100 | 73.2k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.4k | today | MCP Server |
Frequently asked questions
- How do I install zarr-python?
- Run
npx skills add K-Dense-AI/scientific-agent-skills --skill zarr-python. The install tabs above show the steps for each supported agent. - Which AI agents does zarr-python work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is zarr-python safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is zarr-python still maintained?
- The repository was last updated 3 days ago, so zarr-python is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.