One player in a werewolf-style game is secretly an AI
Intermediate16h2–3
LLMSocket.IONext.js
18/20Emoji Charades with AI Judge
Describe movies with emojis while an AI judges guesses.
Beginner8h2–4 people17/20 fit
Build Emoji Charades with AI Judge for party groups in ~8h with 2–4 people. Stack: LLM + Socket.IO + Next.js.
Why it wins: Fun and simple.
Build flow
01 · Problem
Party games need a referee.
02 · Solution
Players get a title, send emojis, others guess and the AI checks guesses with fuzzy matching and awards points.
03 · Build
- 1Build rooms
- 2Assign titles
- 3Judge guesses
- 4Score
04 · Demo
Play a round with the audience.
MVP checklist
- Emoji clues
- Guess checking
- Points
- Rounds
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Socket.IO | Realtime multiplayer | Backend |
| Next.js | Frontend + API routes | Web |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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