ai-personal-tutor

Personalized AI tutoring uses a stored knowledge profile to track your learning progress across sessions. It updates your student portrait in real time, allowing the AI tutor to tailor explanations and questions to your current understanding.

Yes, you can generate a study plan with daily tasks. The AI tutor creates a personalized plan stored under tutor:plan, tracking your progress and adjusting tasks based on your interaction history and quiz statistics.

You need a valid knowledge profile to start personalized AI tutoring. Once you paste your knowledge portrait into the prompt, you can immediately select your desired learning mode and begin your session.

Yes, AI tutoring supports proactive question generation and mentor-style dialogue. These are two of the four available modes, alongside free Q&A and study plan creation, designed to adapt to your specific learning needs.

Progress is tracked across sessions by storing data in specific memory slots. The system continuously updates tutor:profile, tutor:session_log, and tutor:quiz_stats during interactions to maintain a persistent knowledge portrait.

The main limitation is that AI tutoring requires a valid knowledge profile to function. Without this initial input, the system cannot deliver personalized learning plans, generate targeted questions, or track progress.