Skill audit report
compiled-model-app-scaffolding Audit report.
Build a new Android app (Kotlin, Compose) around a verified LiteRT model using the CompiledModel API - the app architecture, the inference-layer lifecycle rules, model delivery, and the UI traps that masquerade as model bugs. Use when turning a converted and device-verified model into a demo or product app, when an app's inference layer leaks memory or blocks the UI, or when a model that verified clean looks wrong inside an app.
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
459 GitHub stars
Stars/forks activity
INFO62
459 stars, 122 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO74
network or browser surface, database surface
Install availability
PASS92
npx skills add google-ai-edge/litert-samples --skill compiled-model-app-scaffolding
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN60
filesystem or document access, network or browser access
Repository evidence
PASS86
https://github.com/google-ai-edge/litert-samples/tree/main/skills/compiled-model-app-scaffolding
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 google-ai-edge/litert-samples --skill compiled-model-app-scaffolding
Repository
88
https://github.com/google-ai-edge/litert-samples/tree/main/skills/compiled-model-app-scaffolding
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
74
network or browser surface, database surface
Install command safety
92
standard package or runtime install path
Permission surface
60
filesystem or document access, network or browser access
Stars/forks activity
62
459 stars, 122 forks; issue activity unavailable in current metadata
Adoption
68
459 GitHub stars
Warnings
- Permission surface may require sandboxing
- AI review approval is missing
- Quality score needs review
- Permission surface needs review: filesystem or document access, network or browser access
- Permission surface: filesystem or document access, network or browser 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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