Star200+

Skill audit report

Scrapfly Scrapers Audit report.

Scalable Python web scraping scripts for +40 popular domains

REVIEWED · REVIEWNeeds reviewGenerated Aug 24, 2026Heuristic metadata audit
82
Audit
80
Trust
76
Quality
82
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

80
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.0K GitHub stars

Stars/forks activity

INFO

77

1.0K stars, 200 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

1mo since push

License clarity

WARN

42

Unknown

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 scrapfly/scrapfly-scrapers

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

86

https://github.com/scrapfly/scrapfly-scrapers

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 6 Needs review

Install path

92

PASS

npx skills add scrapfly/scrapfly-scrapers

Repository

88

PASS

https://github.com/scrapfly/scrapfly-scrapers

License

45

CHECK

Unknown

Maintenance

88

PASS

1mo 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

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

77

CHECK

1.0K stars, 200 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.0K GitHub stars

Warnings

  • License is unclear
  • Quality score needs review
  • Documentation summary is thin
  • 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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