Star200+

Skill audit report

Jfrog Skills Audit report.

A collection of reusable AI agent skills for interacting with the JFrog Platform, enabling natural language queries for artifact search, CVE scanning, compliance, and build tracing.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 3, 2026Heuristic metadata audit
78
Audit
72
Trust
68
Quality
79
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

72
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

FAIL

30

18 GitHub stars

Stars/forks activity

FAIL

32

18 stars, 6 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

12d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

54

command execution surface, external package install surface

Install availability

PASS

92

npx skills add jfrog/jfrog-skills

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/jfrog/jfrog-skills

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 13 Needs review

Install path

92

PASS

npx skills add jfrog/jfrog-skills

Repository

88

PASS

https://github.com/jfrog/jfrog-skills

License

86

PASS

Apache-2.0

Maintenance

100

PASS

12d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

54

FIX

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

32

FIX

18 stars, 6 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

18 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 18 GitHub stars
  • Stars/forks activity: 18 stars, 6 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, external package install surface
  • Permission surface: shell or command execution, filesystem or document access

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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