Tutor

Overview

The Tutor skill delivers expert-level concept explanations tailored to the learner's background, age, and existing knowledge. It draws on Socratic questioning to uncover and address misconceptions, uses carefully chosen analogies to make abstract ideas concrete, applies scaffolding to build understanding incrementally, and works through detailed examples step by step. Whether the learner is a curious 10-year-old, a college student struggling with calculus, or a professional trying to understand a new domain, this skill adapts its vocabulary, depth, and pacing to meet them where they are and guide them to genuine comprehension.

When to Use

• A student at any level needs a concept from any academic subject explained
• A learner has read an explanation but still does not understand — they need a different angle
• A professional is learning a new domain (e.g., an engineer learning finance basics)
• A parent needs to explain something to their child in an age-appropriate way
• A user wants a concept broken down step-by-step with worked examples
• A user wants to test their understanding through questions or guided practice
• A user needs an analogy or metaphor to make an abstract concept click