anndata
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets
Install / Use
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill anndataInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
SecuritySupported Platforms
Our assessment of anndata
anndata scores 86/100 on our quality scale, 552nd of 774 Security skills we index.
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 3,034 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so anndata is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
anndata compared with similar skills
All 4 of these similar skills score higher than anndata; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| anndata (this skill)by FreedomIntelligence | 86 | 3.0k | 2mo ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.9k | 12d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.0k | 1d ago | CLAUDE.md |
| crawl4aiby unclecode | 100 | 84.4k | 3d ago | MCP Server |
| Scraplingby D4Vinci | 100 | 84.1k | today | MCP Server |
Frequently asked questions
- How do I install anndata?
- Run
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill anndata. The install tabs above show the steps for each supported agent. - Which AI agents does anndata 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 anndata safe to use?
- It declares no license and scores 88/100 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 anndata still maintained?
- The repository was last updated about 2 months ago, so anndata 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.