Is the frontier a parent-facing surface ("here's what your child is ready for"), tutor-internal only, or both at launch?
Guardrail already noted: never render the full frontier as a to-do list (246 "ready" topics in the demo scenario is anxiety UX) — show a handful of suggestions max.
Suggested default: tutor-internal first; parent-facing "ready now" strip (top 3–5 by centrality) once mastery definition (#4) settles.
Context: 02, Q2.1 and 06, Q6.3
Is the frontier a parent-facing surface ("here's what your child is ready for"), tutor-internal only, or both at launch?
Guardrail already noted: never render the full frontier as a to-do list (246 "ready" topics in the demo scenario is anxiety UX) — show a handful of suggestions max.
Suggested default: tutor-internal first; parent-facing "ready now" strip (top 3–5 by centrality) once mastery definition (#4) settles.
Context: 02, Q2.1 and 06, Q6.3