Skill audit report

Quick Start Guide Audit report.

Python quick start guides to get the most out of Oxylabs' Web Scraper API free trial.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 11, 2026Heuristic metadata audit
73
Audit
75
Trust
65
Quality
81
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

76

514 GitHub stars

Stars/forks activity

WARN

60

514 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

8mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

82

network or browser surface

Install availability

PASS

92

npx skills add oxylabs/quick-start-guide

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

network or browser access

Repository evidence

PASS

86

https://github.com/oxylabs/quick-start-guide

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

92

PASS

npx skills add oxylabs/quick-start-guide

Repository

88

PASS

https://github.com/oxylabs/quick-start-guide

License

45

CHECK

Unknown

Maintenance

62

CHECK

8mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

82

PASS

network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

network or browser access

Stars/forks activity

60

CHECK

514 stars, 3 forks; issue activity unavailable in current metadata

Adoption

88

PASS

514 GitHub stars

Warnings

  • License is unclear
  • Quality score needs review
  • Stars/forks activity: 514 stars, 3 forks; issue activity unavailable in current metadata
  • 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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