Instant feedback on drafts mapped to the teacher's rubric
Intermediate14h1–2
LLMNext.jsPostgres
17/20AI-Use Transparency Log
Students record how they used AI on an assignment for honest disclosure.
Intermediate12h1–2 people17/20 fit
Build AI-Use Transparency Log for students and teachers in ~12h with 1–2 people. Stack: Next.js + LLM + Postgres.
Why it wins: Timely and constructive.
Build flow
01 · Problem
Schools struggle with AI policies and students fear being accused.
02 · Solution
A writing space logs prompts, AI suggestions accepted and edits, producing a disclosure report teachers can read.
03 · Build
- 1Build editor
- 2Log interactions
- 3Summarise usage
- 4Export report
04 · Demo
Write a paragraph with AI help and show the disclosure report.
MVP checklist
- Prompt log
- Accepted suggestions
- Edit history
- Disclosure report
Tech stack
| Tech | Role | |
|---|---|---|
| Next.js | Frontend + API routes | Web |
| LLM | Language model | AI |
| Postgres | Relational database | Data |
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