Introduce an expo-sqlite data layer so analysis results survive app restarts, manual/photo cleanup workflows are resumable, and ML indexing work is reused safely when assets or model version change.
- Main analysis flow: app/index.tsx
- Selection/cleanup flow: app/pickone.tsx