Skill audit report
backlink-guard Audit report.
Check a link source before submitting a site to it, verify a listing after it goes live, and audit a site's own backlink profile for patterns that read as link spam. Use when the user wants to submit a site, tool or repository to directories, awesome lists or guest-post sites, asks whether a directory or link source is safe or worth it, wants to check whether a backlink is followed, asks for a backlink audit or spam check after a Google spam update, asks which sites link to their competitors and not to them, which sites Google's AI Overviews cite for their keywords, or what ChatGPT, Perplexity, Claude and Gemini answer, search for and cite when asked for what they make. Runs the backlink-guard command line; a GOANYAPI_API_KEY and a GLASSER_API_KEY (or an AISA_API_KEY) add the paid signals.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
67 GitHub stars
Stars/forks activity
WARN48
67 stars, 10 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
5d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN54
command execution surface, external package install surface
Install availability
PASS92
npx skills add zhuyansen/backlink-guard --skill backlink-guard
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN48
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/zhuyansen/backlink-guard/tree/main/skills/backlink-guard
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add zhuyansen/backlink-guard --skill backlink-guard
Repository
88
https://github.com/zhuyansen/backlink-guard/tree/main/skills/backlink-guard
License
86
MIT
Maintenance
100
5d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
54
command execution surface, external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
48
shell or command execution, filesystem or document access
Stars/forks activity
48
67 stars, 10 forks; issue activity unavailable in current metadata
Adoption
68
67 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- AI review approval is missing
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 67 GitHub stars
- Stars/forks activity: 67 stars, 10 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, filesystem or document access
- Review status: AI review approval is missing
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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