Skill audit report

Handson Ml audit report.

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

VERIFIED · ALLOWSafe to tryGenerated Jun 17, 2026Heuristic metadata audit
96
Audit
97
Trust
100
Quality
87
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

97
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

100

26K GitHub stars

Stars/forks activity

PASS

100

26K stars, 13K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

28d since push

License clarity

PASS

86

Apache-2.0

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 ageron/handson-ml

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

72

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/ageron/handson-ml

Review status

PASS

88

AI review data available

Checks

Install and adoption review

10 passed · 1 review

Install path

92

PASS

npx skills add ageron/handson-ml

Repository

88

PASS

https://github.com/ageron/handson-ml

License

86

PASS

Apache-2.0

Maintenance

100

PASS

28d 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

72

CHECK

filesystem or document access, network or browser access

Stars/forks activity

100

PASS

26K stars, 13K forks; issue activity unavailable in current metadata

Adoption

88

PASS

26K GitHub stars

Warnings

No major warnings detected from available metadata.

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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