zpd

What problem does it solve?

This Skill provides adaptive learning recommendations by assessing a learner's current position within a curriculum, identifying readiness for new material, and suggesting optimal next steps based on their progress and behavioral signals.

Core Features & Use Cases

• ZPD Assessment: Calculates a learner's Zone of Proximal Development, identifying what they are ready to learn next.
• Readiness Scoring: Scores the learner's readiness for specific knowledge units (KUs).
• Actionable Recommendations: Generates prioritized actions: 'unblock' (remove prerequisites), 'learn' (engage new material), or 'reinforce' (deepen understanding of current material).
• Behavioral Integration: Incorporates learner choices and habits to refine readiness scores.
• Use Case: When a learner is stuck or progressing slowly, this Skill can identify prerequisite knowledge gaps or suggest the most impactful new topic to engage with next, ensuring efficient and personalized learning.

Quick Start

Use the zpd skill to assess the learner's current zone and get recommended actions.