Skill audit report

PassGAN audit report.

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

EXPERIMENTALREVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
72
Audit
80
Trust
73
Quality
86
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

80
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

PASS

86

2.0K GitHub stars

Stars/forks activity

PASS

83

2.0K stars, 388 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

3y since push

License clarity

PASS

86

MIT

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 brannondorsey/PassGAN

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/brannondorsey/PassGAN

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 路 9 review

Install path

92

PASS

npx skills add brannondorsey/PassGAN

Repository

88

PASS

https://github.com/brannondorsey/PassGAN

License

86

PASS

MIT

Maintenance

20

FIX

3y 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

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

83

PASS

2.0K stars, 388 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.0K GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Recent maintenance: 3y since push
  • Permission surface: secrets or environment access, 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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