The portable diary is a living platform, not a finished product. Version 2.0 could introduce : "Based on your past three Sundays, you tend to skip chemistry revision. Would you like to schedule a 20-minute drill now?" An AI scheduler could analyze a student’s peak productivity hours (derived from task completion timestamps) and auto-suggest optimal study slots for weak subjects.

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