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Skill audit report

Yt Channels DS AI ML CS audit report.

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jun 16, 2026Heuristic metadata audit
70
Audit
77
Trust
67
Quality
89
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

Stars, maintenance, license, docs, dependency risk, 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

1.6K GitHub stars

Recent maintenance

FAIL

22

4y since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add benthecoder/yt-channels-DS-AI-ML-CS

Repository evidence

PASS

86

https://github.com/benthecoder/yt-channels-DS-AI-ML-CS

Review status

PASS

88

AI review data available

Checks

Install and adoption review

6 passed · 8 review

Install path

92

PASS

npx skills add benthecoder/yt-channels-DS-AI-ML-CS

Repository

88

PASS

https://github.com/benthecoder/yt-channels-DS-AI-ML-CS

License

45

CHECK

Unknown

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

Adoption

88

PASS

1.6K GitHub stars

Warnings

  • License is unclear
  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 4y 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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