Skill audit report

Daily Paper Computer Vision Audit report.

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 3, 2026Heuristic metadata audit
71
Audit
78
Trust
74
Quality
81
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

78
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

6.8K GitHub stars

Stars/forks activity

PASS

93

6.8K stars, 1.3K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

3y since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add amusi/daily-paper-computer-vision

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/amusi/daily-paper-computer-vision

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 · 9 Needs review

Install path

92

PASS

npx skills add amusi/daily-paper-computer-vision

Repository

88

PASS

https://github.com/amusi/daily-paper-computer-vision

License

45

CHECK

Unknown

Maintenance

20

FIX

3y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

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

93

PASS

6.8K stars, 1.3K forks; issue activity unavailable in current metadata

Adoption

88

PASS

6.8K GitHub stars

Warnings

  • License is unclear
  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Documentation summary is thin
  • Recent maintenance: 3y since push
  • License clarity: Unknown

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.

Compare nearby options

Related skills to audit next