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Munki

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Munki — Demo video

Munki — The study app that opens like a feed. I'm a Purdue freshman with ADHD juggling MA 162, PHYS 172, and CNIT 182. Every study app I tried starts with menus, deck pickers, and setup — decisions before learning, which is exactly where an ADHD brain bounces off. Munki deletes the decision: open the app and you're already studying. Home is an infinite flashcard feed, due-weighted and mixed across decks, running a real SM-2 spaced-repetition engine over 90 seeded cards written for my actual exams. The gamification never punishes: XP on every grade, combo multipliers up to ×5, CRITICAL cards paying double XP, daily quests, forgiving streaks, and a 60-second Blitz mode. Around the feed sits a Study Lab: a whiteboard tutor with Socratic step-by-step walkthroughs, a quiz generator with instant grading, focus sessions, and diagnostics that rank my weakest topics and pull their cards to the front of the feed. Built solo with Python, FastAPI, SQLite, and a vanilla-JS frontend; 46 pytest tests.

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