wttwins/wrong-notebook

What it solves

Students often struggle to organize and review the mistakes they make in their studies. This project provides an AI-powered system to automate the process of cataloging wrong answers, analyzing why they were incorrect, and generating targeted practice to ensure mastery.

How it works

The system uses Large Language Models (via Google Gemini, OpenAI, or Azure OpenAI) to automatically identify the content of a problem, generate detailed explanations, and assign knowledge point tags. It allows users to create separate notebooks for different subjects and provides tools to filter mistakes by mastery status, time, or tags. To reinforce learning, the AI can generate similar practice problems based on the user's history of errors.

Who it’s for

Students who want a digital, automated way to manage their mistakes across various subjects and learners who want to use AI to generate personalized study materials.

Highlights

• AI-Driven Analysis: Automatically generates problem explanations and knowledge tags.
• Dynamic AI Configuration: Switch between Gemini, OpenAI, and Azure OpenAI providers directly via the web interface.
• Smart Practice: Creates similar exercise problems based on existing mistakes to consolidate weak areas.
• Flexible Export: One-click export of filtered mistakes to PDF or print, with customizable content (answers, explanations, tags).
• PWA Support: Can be installed as a Progressive Web App for a native-like mobile experience.