Skill audit report
firebase-ai-logic-basics Audit report.
Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.
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
INFO62
434 GitHub stars
Stars/forks activity
INFO62
434 stars, 90 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN54
credential or environment access, external package install surface
Install availability
PASS92
npx skills add firebase/agent-skills --skill firebase-ai-logic-basics
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL18
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/firebase/agent-skills/tree/main/skills/firebase-ai-logic-basics
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 firebase/agent-skills --skill firebase-ai-logic-basics
Repository
88
https://github.com/firebase/agent-skills/tree/main/skills/firebase-ai-logic-basics
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
The skill description focuses on web applications, but the content covers multiple platforms (Android, iOS, Flutter, Web). This is a minor inconsistency but not a functional issue.
README/SKILL.md completeness
86
Usable description available
Dependency risk
54
credential or environment access, external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
18
secrets or environment access, shell or command execution
Stars/forks activity
62
434 stars, 90 forks; issue activity unavailable in current metadata
Adoption
68
434 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The skill description focuses on web applications, but the content covers multiple platforms (Android, iOS, Flutter, Web). This is a minor inconsistency but not a functional issue.
- The SKILL.md excerpt is truncated in the review, but the provided content is comprehensive and well-structured.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Dependency/runtime risk: credential or environment access, external package install surface
- Permission surface: secrets or environment access, shell or command execution
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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