Generated output — this is a static snapshot rendered from .vibekb/. The .vibekb/ content is the source of truth. See Reference for provenance.

Nutrition

Sugar food scanning

Vision analysis via Groq-compatible endpoint with local image cache and optional Firebase Storage fallback; nutrition path uses ApiRateLimitService (not FeatureQuota soft-paywall).

Implemented Verified from source User-facing

In one sentence

Camera/gallery images are analyzed for nutrition estimates then logged.

Current behavior

Uses GROQ_API_KEY. The nutrition food_scanner_screen path relies on ApiRateLimitService rather than the disabled FeatureQuotaService soft paywall. A separate sugar-scan UI also exists under lib/features/app/presentation/screens/food_scan/ (with Superwall placeholder placements when quotas/offers fire). Images are cached locally via LocalFoodImageService.

Current state

Implemented; verified-from-source (re-checked 2026-07-23). Runtime accuracy of model output not verified.