Pedagogy Quality Gate

Evaluation Criteria

• Clarity
• Cognitive load
• Concept sequencing
• Beginner accessibility

Actions

• Highlight confusing sections
• Suggest simplifications
• Ensure learning objectives are met

Output

• Pass / Needs Improvement
• Specific improvement notes