Love the idea! I only now realize, after reading what motivated you, how naggy I might've sounded to my kids (they've outgrown the target age group.)

Perhaps an e-ink display (either incorporated onto the device or affixed to the refrigerator) could display info that is likely to change very frequently. That's the only suggestion I can think to offer.

Best of luck on your venture!