Adaptive Learning Pathway Design for Skill Progression

Design a comprehensive adaptive learning framework that dynamically adjusts educational content based on individual learner performance, cognitive load, and skill mastery. Create a detailed architecture that includes diagnostic assessment triggers, personalized content recommendation algorithms, and progression tracking metrics. Include specific decision tree logic for content difficulty scaling and explicit mechanisms for identifying knowledge gaps and recommending targeted interventions.