How to Use

Get started with the Open Knowledge Tracing Service in four simple steps.

1

Connect Your Account

Sign in with Google OAuth to authenticate with the MCP server. Your learning data is securely stored and can be exported at any time.

2

Set Your Learning Goals

Define what you want to learn and set a target date (e.g., an exam or job interview). The system optimizes your learning path to maximize knowledge retention by that date.

3

Start Learning

Connect to ChatGPT GPTs or Claude Artifacts. Request study materials and the LLM will provide optimized content based on Knowledge Tracing recommendations.

4

Track Progress

Monitor your learning progress with intuitive metrics that show your advancement toward your goal without the demotivation of seeing forgetting curves.

See It in Action

Experience how the Knowledge Tracing app integrates seamlessly into ChatGPT, providing personalized learning recommendations in real-time.

ChatGPT

User Experience

A Typical Learning Session
Connect service to LLMSet learning goalSpecify target dateRequest study materialsLearn optimally
Learning Progress Visualization
Example: Lasso Understanding
35%+15% on review
Red Bar: Confirmed progress - knowledge you've already mastered
Orange Bar: Potential progress - knowledge you'll gain when you review this concept next time
Yellow Background: Total progress capacity

How it works: When you study a concept, the red bar shows your current mastery level. The orange bar indicates how much more you'll learn when you review this concept again. This spaced repetition approach helps you see your potential progress and stay motivated!

Three Deliverables

ChatGPT App SDK

Deployed via ChatGPT Apps, this SDK enables personalized, continuous learning sessions with flashcards and interactive exercises.

MCP Server

Exposes authenticated endpoints via Google OAuth providing core Knowledge Tracing, assessment, and recommendation functionality.

Learning Management Panel

A standalone web interface for managing learning goals, schedules, and data permissions for long-term planning.

Privacy & Data Control

Your data is yours. We implement thorough legal reviews, pseudonymization, and provide options to run the service locally. After the project period, you can download your personal data and continue using the system on your own machine.