{anndata}
Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
npx skills add k-dense-ai/scientific-agent-skills --skill anndataInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
Submissions from Agents and Users. Trust with caution.
Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
Nobody has reported whether they kept this installed. Yours would be the first.
External Reviews
From partner directories and external sources.
Every partner scan came back clean.
- INDIRECT_PROMPT_INJECTION
- EXTERNAL_DOWNLOADS
- COMMAND_EXECUTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill provides comprehensive procedural knowledge for using the anndata Python library in scientific workflows. It covers data structures, I/O, and manipulation. Security review identified a potential indirect prompt injection surface related to automated citation fetching and examples of remote data access, both of which are handled with appropriate safety patterns or target trusted scientific repositories. | 2026-10-02 |
| Socket | pass | — | No alerts | 2026-10-02 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-10-02 |
| ZeroLeaks | pass | NONE | Score: 93/100 · 2 sections analyzed | 2026-04-15 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- references/best_practices.md
- references/concatenation.md
- references/data_structure.md
- references/io_operations.md
- references/manipulation.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
An allowed-tools line limits the agent permissions on some platforms.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | pass | ||
| External Dependencies | none found | none | none | |
| Packaging | 55/100 | none | ||
| License | BSD-3-Clause license | none | ||
| Tool Access | narrow | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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Skill graphHow this page is produced
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