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Guide a Student with the Personalized Tutor Agent

Use Khanmigo's Personalized Tutor Agent to create an adaptive learning path. Leverage Socratic questioning to identify knowledge gaps and guide students toward mastery without giving away answers. Track progress through the agent's persistent model.

beginner15 min4 steps
The play
  1. Initiate a Tutoring Session
    Navigate to a subject on Khan Academy and activate the Personalized Tutor Agent (Khanmigo). Start with a clear, open-ended question about a concept or problem to establish the learning goal. This signals the topic to the agent.
  2. Engage in Socratic Dialogue
    The Personalized Tutor Agent is designed to guide, not just answer. When it asks a question, it's probing for understanding. Encourage the student to reason through their response. This Socratic method helps reveal and correct misconceptions.
  3. Observe Adaptive Difficulty in Action
    If a student struggles, the Personalized Tutor Agent will dynamically adjust. It might offer a simpler, foundational question or provide a hint to scaffold the learning process, ensuring the student doesn't get stuck.
  4. Review Progress and Reinforce Learning
    After a session, the agent can summarize what was learned. The Personalized Tutor Agent builds a persistent knowledge model to track mastery. Use this to identify strong points and topics that need review, enabling spaced repetition.
Starter code
## Start a tutoring session on a new topic.
## Paste these prompts into the Khanmigo chat interface one by one.

# 1. Student starts with a problem.
"How do I calculate the area of a right-angled triangle with a base of 10cm and a height of 5cm?"

# 2. Agent responds with a Socratic question (simulated).
"I can definitely help with that! Do you remember the general formula for the area of any triangle?"

# 3. Student recalls part of the formula.
"I think it's something like base times height?"

# 4. Agent guides the student to the complete formula.
"You're on the right track! It's (base * height) / 2. Now, can you plug the numbers from your problem into that formula?"
Guide a Student with the Personalized Tutor Agent — Action Pack