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The Memory Manager provides an external persistent memory system that allows Claude to retain project-specific knowledge beyond a single conversation context. By categorizing information into episodic, procedural, semantic, and causal memory types, it enables the AI to recall past architectural decisions, repeat successful implementation patterns, and automatically apply previously discovered fixes to recurring errors. This skill is essential for maintaining long-term project continuity and reducing redundant problem-solving in autonomous coding workflows by building a localized knowledge base within your project repository.