Skill audit report
ai-engineer Audit report.
Build production-ready LLM applications, advanced RAG systems, and
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
95 GitHub stars
Stars/forks activity
WARN48
95 stars, 33 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO70
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
WARN56
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add agent-skills-hub/agent-skills-hub --skill ai-engineer
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL34
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/agent-skills-hub/agent-skills-hub/tree/main/skills/ai-engineer
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add agent-skills-hub/agent-skills-hub --skill ai-engineer
Repository
88
https://github.com/agent-skills-hub/agent-skills-hub/tree/main/skills/ai-engineer
License
86
MIT
Maintenance
88
2mo since push
AI review
55
The skill is broad and generic, lacking concrete step-by-step workflows or examples for specific tasks.
README/SKILL.md completeness
84
Usable description available
Dependency risk
56
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
34
secrets or environment access, filesystem or document access
Stars/forks activity
48
95 stars, 33 forks; issue activity unavailable in current metadata
Adoption
68
95 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The skill is broad and generic, lacking concrete step-by-step workflows or examples for specific tasks.
- No explicit input/output specification or setup instructions are provided in SKILL.md.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 95 GitHub stars
- Stars/forks activity: 95 stars, 33 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: credential or environment access, network or browser surface
- Permission surface: secrets or environment access, filesystem or document access
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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