Design Learning Plan

Use this skill to structure personalized, adaptive study plans adhering to Vygotsky's Zone of Proximal Development (ZPD), Cognitive Load Theory, quantitative SMART learning objectives, Ebbinghaus spaced retention schedules, Bayesian Knowledge Tracing (BKT) mastery posteriors, and ES-LLMs adaptive tutoring architecture.

When to Use

• structuring curriculum-aligned syllabi and personalized study roadmaps
• designing multi-tier ZPD pathways (Tier 1 Universal, Tier 2 Targeted, Tier 3 Intensive)
• formulating quantitatively verifiable SMART learning objectives
• scheduling spaced repetition intervals (Days 1, 3, 7, 14, 30) and Feynman checkpoints
• planning grade-transition roadmaps with 15% consolidation buffers
• BKT-powered adaptive sequencing driven by per-skill mastery posteriors
• ES-LLMs orchestrator coordination of specialized tutoring agents

Core Rules