AI-guided skill tree navigation

An AI system that helps a learner work through a skill tree by assessing where they currently are, identifying missing prerequisites, and deciding which specific skills to drill next.

Combines knowledge tracing - KT with a dependency graph of knowledge units to create a personalized learning path. The AI acts as a tutor that can diagnose gaps, sequence material optimally, and adapt in real time.