End User ApplicationIndependent ProjectPrototypeLivePublic
Project classification
- Primary type
- End User Application
- Business model
- Noncommercial
- Distribution
- Hosted Service | Public Source Application
Claim boundary
The application demonstrates interaction mechanics, not rating improvement, customer adoption, accounts, persistence, or external-engine accuracy.
Runtime surfaces
- web application: live verified | public | verified Aug 30, 2026. The public prototype is reachable; this does not prove training effectiveness, commercial validation, or engine-backed analysis. Open surface