The Problem Factory
```text "Generate practice problems for [skill/concept]:
PROBLEM SET STRUCTURE: 1. Warm-up (3 problems) - Review previous concepts - Build confidence - Activate prior knowledge
2. Core Practice (5 problems) - Target specific skill - Increasing complexity - Different contexts
3. Challenge Problems (2 problems) - Combine multiple concepts - Real-world complexity - Creative application
4. Reflection Questions - What was hardest? Why? - Which strategies worked? - What patterns did you notice?
Include detailed solutions with multiple approaches." ```text
Adaptive Difficulty Engine
```text "Based on my performance, adjust problem difficulty:
IF I SOLVED EASILY: - Increase complexity by 20% - Add time constraints - Combine with other concepts - Remove scaffolding
IF I STRUGGLED: - Decrease complexity by 10% - Add more guided steps - Provide similar examples - Break into sub-problems
IF I PARTIALLY SUCCEEDED: - Maintain difficulty - Vary problem types - Add hints system - Focus on weak spots
Track mastery indicators for each concept." ```text