Instant feedback on drafts mapped to the teacher's rubric
Intermediate14h1–2
LLMNext.jsPostgres
17/20Debate Practice Opponent
Practise arguments against an AI opponent and get judge-style feedback.
Intermediate14h1–2 people17/20 fit
Build Debate Practice Opponent for debate students in ~14h with 1–2 people. Stack: LLM + Speech API + Next.js.
Why it wins: Engaging voice demo.
Build flow
01 · Problem
Students lack sparring partners outside club meetings.
02 · Solution
The AI argues the other side by voice, times speeches and scores structure, evidence and rebuttal.
03 · Build
- 1Set up speech
- 2Generate arguments
- 3Score speeches
- 4Feedback
04 · Demo
Debate a motion for two minutes and see the scores.
MVP checklist
- Voice debate
- Timers
- Scoring
- Rebuttal tips
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Speech API | Voice in/out | AI |
| Next.js | Frontend + API routes | Web |
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