Skill audit report

Browser Fingerprinting Audit report.

Analysis of Bot Protection systems with available countermeasures ๐Ÿšฟ. How to defeat anti-bot system ๐Ÿ‘ป and get around browser fingerprinting scripts ๐Ÿ•ต๏ธโ€โ™‚๏ธ when scraping the web?

EXPERIMENTAL ยท REVIEWNeeds reviewGenerated Aug 22, 2026Heuristic metadata audit
84
Audit
82
Trust
93
Quality
76
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

82
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

94

5.0K GitHub stars

Stars/forks activity

PASS

88

5.0K stars, 274 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

3mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add niespodd/browser-fingerprinting

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, network or browser access

Repository evidence

PASS

86

https://github.com/niespodd/browser-fingerprinting

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 ยท 9 Needs review

Install path

92

PASS

npx skills add niespodd/browser-fingerprinting

Repository

88

PASS

https://github.com/niespodd/browser-fingerprinting

License

45

CHECK

Unknown

Maintenance

76

CHECK

3mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

64

CHECK

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, network or browser access

Stars/forks activity

88

PASS

5.0K stars, 274 forks; issue activity unavailable in current metadata

Adoption

88

PASS

5.0K GitHub stars

Warnings

  • License is unclear
  • Permission surface may require sandboxing
  • Permission surface needs review: secrets or environment access, network or browser access
  • License clarity: Unknown
  • Permission surface: secrets or environment access, network or browser 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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