Companion iOS concepts for the cognitive plan outside the live studio session: overnight consolidation, spacing, anti-cramming guidance, and age-calibrated practice caps.
The dashboard remembers the previous session's bumpy spot and turns the next app open into a tiny recall pass, not a full extra assignment.
When lesson day is close, the app recommends a bounded session rather than encouraging a quota chase. The guidance is concrete enough to act on.
Practice limits become a protective setting. The app can nudge if an assignment load exceeds what is likely to be cognitively useful for the student.
Static companion mockup. Opens directly in a browser. Intended to sit beside the live studio-session cognitive concepts rather than replace existing daily-rings work.