Skill-Audit-Bericht
cellxgene-census Audit-Bericht.
Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub-Akzeptanz
Bestanden100
38K GitHub-Stars
Star-/Fork-Aktivität
Bestanden97
38K Stars und 3.6K Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Bestanden88
1 Monate seit dem letzten Push
Lizenzklarheit
Bestanden86
MIT
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Warnung54
command execution surface, external package install surface
Installationsverfügbarkeit
Bestanden92
npx skills add K-Dense-AI/scientific-agent-skills --skill cellxgene-census
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Warnung50
shell or command execution, network or browser access
Repository-Nachweis
Bestanden86
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/cellxgene-census
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add K-Dense-AI/scientific-agent-skills --skill cellxgene-census
Repository
88
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/cellxgene-census
Lizenz
86
MIT
Wartung
88
1 Monate seit dem letzten Push
KI-Prüfung
55
The skill declares Bash, Write, and Edit permissions even though the core workflow is read-only querying of public Census data; this broadens the agent attack surface more than necessary.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
54
command execution surface, external package install surface
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
50
shell or command execution, network or browser access
Star-/Fork-Aktivität
97
38K Stars und 3.6K Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
88
38K GitHub-Stars
Warnungen
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The skill declares Bash, Write, and Edit permissions even though the core workflow is read-only querying of public Census data; this broadens the agent attack surface more than necessary.
- The SKILL.md excerpt does not include an explicit safe-handling note that values from public datasets should be treated as untrusted data, especially when used in dynamically constructed filters or displayed to users.
- The excerpt is truncated, so completeness of setup, limitations, and error-handling documentation could not be fully verified from SKILL.md alone; references are present and appear substantive.
- Permission surface needs review: shell or command execution, network or browser access
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, network or browser access
Methode
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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