Skill audit report

PyTorch Tutorial 2nd audit report.

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

REVIEWED · REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
74
Audit
83
Trust
72
Quality
82
Security
38
Maintain
92
Install

OpenAgentSkill Trust Score

83
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

4.5K GitHub stars

Stars/forks activity

PASS

83

4.5K stars, 483 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

38

1y 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 TingsongYu/PyTorch-Tutorial-2nd

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/TingsongYu/PyTorch-Tutorial-2nd

Review status

PASS

88

AI review data available

Checks

Install and adoption review

9 passed · 8 review

Install path

92

PASS

npx skills add TingsongYu/PyTorch-Tutorial-2nd

Repository

88

PASS

https://github.com/TingsongYu/PyTorch-Tutorial-2nd

License

45

CHECK

Unknown

Maintenance

38

FIX

1y 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

83

PASS

4.5K stars, 483 forks; issue activity unavailable in current metadata

Adoption

88

PASS

4.5K GitHub stars

Warnings

  • License is unclear
  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 1y 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.

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