Star200+

Skill audit report

backlink Audit report.

OpenCLI-first backlink discovery, profile analysis, opportunity qualification, safe browser-assisted form filling, evidence-based verification, and bulk data harvesting from logged-in dashboards. Use for backlinks, external links, competitor link research, blog-comment opportunities, directory submissions, Similarweb/Semrush/Ahrefs discovery, Search Console verification, anchor analysis, toxic-link review, disavow review, outreach templates, scraping SaaS report tables that have no API, driving the owner's logged-in Chrome from a script, or Chinese requests such as 反链、外链、找外链、发外链、评论外链、外链分析、抓后台数据、导出报表、数据面板、数据勘测.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 22, 2026Heuristic metadata audit
71
Audit
61
Trust
59
Quality
72
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

61
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

16 GitHub stars

Stars/forks activity

FAIL

37

16 stars, 13 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

56

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add yan-labs/yan-skills --skill backlink

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/yan-labs/yan-skills/tree/main/backlink

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 18 Needs review

Install path

92

PASS

npx skills add yan-labs/yan-skills --skill backlink

Repository

88

PASS

https://github.com/yan-labs/yan-skills/tree/main/backlink

License

86

PASS

MIT

Maintenance

100

PASS

Pushed today

AI review

55

CHECK

The skill is very large and complex; SKILL.md is long and uses XML, which might be hard to parse for some agents.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

56

FIX

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

shell or command execution, filesystem or document access

Stars/forks activity

37

FIX

16 stars, 13 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

16 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

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • The skill is very large and complex; SKILL.md is long and uses XML, which might be hard to parse for some agents.
  • The skill involves scraping and automated form filling, which could violate terms of service of some websites; no explicit warning about checking ToS.
  • The data files are extensive and require maintenance; the skill relies on community contributions.
  • Low GitHub adoption signal
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 16 GitHub stars
  • Stars/forks activity: 16 stars, 13 forks; issue activity unavailable in current 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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