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Skill

memory-systems

github · Downloads 18K · Heat 47.2

Source & License

Author: muratcankoylan
License: MIT License (original)
Copyright notice: Copyright (c) 2025 Context Engineering Agent Skills Contributors

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MIT License

Copyright (c) 2025 Context Engineering Agent Skills Contributors

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LICENSE · 2026-09-26 23:15:02

Introduction

"This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and memory benchmark selection. Route file-backed scratchpads to filesystem-context, handoff summaries to context-compression, and token-efficiency tactics to context-optimization."

Resource Information

Author:muratcankoylan
Category:Rag Knowledge
Language:en
Auth: No auth
License:MIT
Pricing: Marked free
Publisher:muratcankoylan

License information is collected from official sources and may be outdated or missing. Refer to the LICENSE file in the original repository before commercial use.

Tags
知识库 RAG / memory-systems

Features

  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Production Framework Landscape
  • Memory Layers (Decision Points)
  • Retrieval Strategies
  • Memory Consolidation
  • Practical Guidance
Use cases
Building agents that must persist knowledge across sessionsChoosing between memory frameworks (Mem0, Zep/Graphiti, Letta, LangMem, Cognee)Needing to maintain entity consistency across conversationsImplementing reasoning over accumulated knowledgeDesigning memory architectures that scale in productionEvaluating memory systems against benchmarks (LoCoMo, LongMemEval, DMR)

Supported platforms

Claude Code

Information boundary

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