Skill audit report

Kaapana audit report.

Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".

REVIEWED · REVIEWSafe to tryGenerated Jul 4, 2026Heuristic metadata audit
86
Audit
82
Trust
81
Quality
88
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

82
Strong shortlist

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

264 GitHub stars

Stars/forks activity

INFO

62

264 stars, 65 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

14d since push

License clarity

PASS

86

AGPL-3.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add kaapana/kaapana

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/kaapana/kaapana

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 passed · 2 review

Install path

92

PASS

npx skills add kaapana/kaapana

Repository

88

PASS

https://github.com/kaapana/kaapana

License

86

PASS

AGPL-3.0

Maintenance

100

PASS

14d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

62

CHECK

264 stars, 65 forks; issue activity unavailable in current metadata

Adoption

68

INFO

264 GitHub stars

Warnings

  • Quality score needs review

Method

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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