Skill audit report

Open Geo Audit report.

A Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 4, 2026Heuristic metadata audit
80
Audit
75
Trust
69
Quality
83
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

75
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

17 GitHub stars

Stars/forks activity

FAIL

32

17 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

82

network or browser surface

Install availability

PASS

92

npx skills add Pupok462/open-geo

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/Pupok462/open-geo

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 10 Needs review

Install path

92

PASS

npx skills add Pupok462/open-geo

Repository

88

PASS

https://github.com/Pupok462/open-geo

License

86

PASS

MIT

Maintenance

100

PASS

2d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

82

PASS

network or browser 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

17 stars, 2 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

17 GitHub stars

Warnings

  • 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: 17 GitHub stars
  • Stars/forks activity: 17 stars, 2 forks; issue activity unavailable in current metadata
  • 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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