Skill audit report

CVPR2024 Paper Code Interpretation Audit report.

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 3, 2026Heuristic metadata audit
73
Audit
81
Trust
78
Quality
82
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

81
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

100

12K GitHub stars

Stars/forks activity

PASS

97

12K stars, 2.2K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

2y since push

License clarity

WARN

42

Unknown

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 extreme-assistant/CVPR2024-Paper-Code-Interpretation

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/extreme-assistant/CVPR2024-Paper-Code-Interpretation

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 · 7 Needs review

Install path

92

PASS

npx skills add extreme-assistant/CVPR2024-Paper-Code-Interpretation

Repository

88

PASS

https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation

License

45

CHECK

Unknown

Maintenance

20

FIX

2y 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

86

PASS

filesystem or document access

Stars/forks activity

97

PASS

12K stars, 2.2K forks; issue activity unavailable in current metadata

Adoption

88

PASS

12K GitHub stars

Warnings

  • License is unclear
  • Repository appears stale
  • Repository looks stale
  • Recent maintenance: 2y 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