One player in a werewolf-style game is secretly an AI
Intermediate16h2–3
LLMSocket.IONext.js
18/20Chess Move Explainer
Explain why the engine's best move is best in plain words.
Intermediate14h1 person17/20 fit
Build Chess Move Explainer for chess learners in ~14h with 1 person. Stack: Chess engine + LLM + Next.js.
Why it wins: Learning tool for a huge audience.
Build flow
01 · Problem
Engine evaluations do not teach the ideas behind moves.
02 · Solution
Combine an engine's analysis with an LLM to explain plans, threats and mistakes for each move.
03 · Build
- 1Run engine analysis
- 2Extract features
- 3Explain
- 4Practice
04 · Demo
Paste a game and read the explanation of a blunder.
MVP checklist
- Move explanations
- Blunder detection
- Plans
- Practice positions
Tech stack
| Tech | Role | |
|---|---|---|
| Chess engine | Tooling | Tool |
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
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