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Mistakes Notebook with Spaced Review

Save every mistake and review it until you stop making it.

Beginner10h1 person17/20 fit
TL;DR

Build Mistakes Notebook with Spaced Review for exam aspirants in ~10h with 1 person. Stack: FSRS + Next.js + Vision LLM.

Why it wins: Proven study habit made easy.

Build flow

01 · Problem
Students repeat the same errors because they never revisit them.
02 · Solution
Snap wrong answers, tag the concept and reason and schedule reviews with FSRS until mastered.
03 · Build
  1. 1Capture questions
  2. 2Tag
  3. 3Schedule with FSRS
  4. 4Report
04 · Demo
Add a mistake and show the review schedule.

MVP checklist

  • Photo capture
  • Reason tags
  • Spaced reviews
  • Weak topic report

Tech stack

TechRole
FSRSSpaced-repetition scheduler
Next.jsFrontend + API routes
Vision LLMImage understanding

Reference repos

Open-source projects you can build on. Links checked 2026-10-31.

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