Star200+

Skill audit report

Data Science For Beginners Audit report.

10 Weeks, 20 Lessons, Data Science for All!

REVIEWED · REVIEWNeeds reviewGenerated Aug 22, 2026Heuristic metadata audit
92
Audit
90
Trust
100
Quality
88
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

90
Production candidate

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

36K GitHub stars

Stars/forks activity

PASS

100

36K stars, 7.3K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add microsoft/Data-Science-For-Beginners

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/microsoft/Data-Science-For-Beginners

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

11 Passed · 3 Needs review

Install path

92

PASS

npx skills add microsoft/Data-Science-For-Beginners

Repository

88

PASS

https://github.com/microsoft/Data-Science-For-Beginners

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

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

100

PASS

36K stars, 7.3K forks; issue activity unavailable in current metadata

Adoption

88

PASS

36K GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • Financial research output is not financial advice; require human review before any live investment decision
  • Financial research output is not financial advice; require human review before any live investment decision.

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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