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Anonymous Classroom Doubt Board

Lets students ask doubts anonymously during class.

Beginner12h1–2 people17/20 fit
TL;DR

Build Anonymous Classroom Doubt Board for teachers and shy students in ~12h with 1–2 people. Stack: Next.js + Realtime DB + Embeddings.

Why it wins: Everyone in the room can join the demo.

Build flow

01 · Problem
Shy students don’t ask questions, so doubts pile up.
02 · Solution
Students post doubts anonymously; similar ones are grouped and upvoted for the teacher.
03 · Build
  1. 1Room + join code
  2. 2Realtime posts
  3. 3Embedding grouping
  4. 4Teacher dashboard
04 · Demo
Three phones post similar doubts → grouped into one card with 3 votes.

MVP checklist

  • Join by code
  • Anonymous posting
  • Similar-doubt grouping
  • Teacher view

Tech stack

TechRole
Next.jsFrontend + API routes
Realtime DBLive sync
EmbeddingsSemantic similarity

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