OpenAgentSkill Registry Manifest
Skill: compiled-model-app-scaffolding
Slug: google-ai-edge-compiled-model-app-scaffolding
Category: design-creative
Description: 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.

Agent fit:
- Decision: 72/100 Strong shortlist
- Primary fit: Testing and QA
- Role: Companion skill

Supply profile:
- Track: Design and creative production
- Scenario: Design and creative
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 3d since push
- Risk: Needs review

Trust:
- Trust score: 80/100 Strong shortlist
- Audit: 83/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: google-ai-edge
- Claim URL: https://www.openagentskill.com/skills/google-ai-edge-compiled-model-app-scaffolding#claim-this-skill

Install:
npx skills add google-ai-edge/litert-samples --skill compiled-model-app-scaffolding

URLs:
- Web: https://www.openagentskill.com/skills/google-ai-edge-compiled-model-app-scaffolding
- API: https://www.openagentskill.com/api/agent/skills/google-ai-edge-compiled-model-app-scaffolding
- Install API: https://www.openagentskill.com/api/skills/google-ai-edge-compiled-model-app-scaffolding/install
- Repository: https://github.com/google-ai-edge/litert-samples/tree/main/skills/compiled-model-app-scaffolding