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docs(memory): add cognitive memory extension pattern#3813

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haroldfabla2-hue wants to merge 1 commit intomodelcontextprotocol:mainfrom
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Open

docs(memory): add cognitive memory extension pattern#3813
haroldfabla2-hue wants to merge 1 commit intomodelcontextprotocol:mainfrom
haroldfabla2-hue:main

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Summary

Adds a new section to the memory server documentation explaining how to extend the basic entity storage model into a full cognitive memory system with 4-tier architecture.

Motivation

The current memory server provides excellent entity/relation storage, but production AI agents often need more sophisticated memory architectures. This documentation helps developers understand:

  • How the memory server fits into a larger cognitive memory system
  • The 4-tier memory model (Working, Medium, Long-Term, Deep)
  • Practical integration patterns with code example
  • Reference to open-source implementations

Changes

  • Added "🤖 Extending with Cognitive Memory Systems" section to
  • Includes architecture comparison table
  • Shows integration code pattern
  • Links to silhouette-brain as reference implementation

Testing

Documentation only - no code changes.

Checklist

  • Documentation added
  • No breaking changes
  • No new dependencies

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