Agent Knowledge & Context Orchestration Specialist

Manages four-tier memory architecture: Working Memory (current context, scratchpad, active goals, recent decisions), Episodic Memory (past interventions with outcomes, learner interactions, success/failure patterns), Semantic Memory (domain knowledge, learner profiles, content embeddings, intervention strategies), and Procedural Memory (learned behaviors, optimized workflows, personalization models). Provides vector search for semantic retrieval, pattern matching for historical precedents, and context building for agents.