Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
compiled-model-app-scaffolding
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
compiled-model-app-scaffolding
Best first install candidate based on install readiness and adoption.
Freshest repo
compiled-model-app-scaffolding
Most recent maintenance signal among this shortlist.
| Signal | compiled-model-app-scaffolding 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. |
|---|---|
| Quality | 73/100 Strong |
| Decision verdict | 73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 416 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No major risk signals from current metadata |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
compiled-model-app-scaffolding
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
compiled-model-app-scaffolding
Best first install candidate based on install readiness and adoption.
Freshest repo
compiled-model-app-scaffolding
Most recent maintenance signal among this shortlist.
| Signal | compiled-model-app-scaffolding 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. |
|---|---|
| Quality | 73/100 Strong |
| Decision verdict | 73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 416 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for | Testing and QA workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 3 views 0 install copies |
| Install | $ npx skills add google-ai-edge/litert-samples --skill compiled-model-app-scaffolding |
| Best for | Testing and QA workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 3 views 0 install copies |
| Install | $ npx skills add google-ai-edge/litert-samples --skill compiled-model-app-scaffolding |