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Skill audit report

Machine Learning Roadmap audit report.

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

REVIEWED 路 REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
76
Audit
86
Trust
79
Quality
89
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

86
Production candidate

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

94

7.9K GitHub stars

Stars/forks activity

PASS

93

7.9K stars, 1.2K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

4y 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 mrdbourke/machine-learning-roadmap

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/mrdbourke/machine-learning-roadmap

Review status

PASS

88

AI review data available

Checks

Install and adoption review

10 passed 路 5 review

Install path

92

PASS

npx skills add mrdbourke/machine-learning-roadmap

Repository

88

PASS

https://github.com/mrdbourke/machine-learning-roadmap

License

86

PASS

MIT

Maintenance

20

FIX

4y 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

93

PASS

7.9K stars, 1.2K forks; issue activity unavailable in current metadata

Adoption

88

PASS

7.9K GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 4y since push

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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