{
  "id": "topic:auto-memory",
  "_kind": "Topic",
  "_file": "domain/topics/topics-knowledge-patterns.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Auto-Memory",
    "description": "Auto-Memory as a cross-cutting topic — agent-driven automatic memory\nextraction and persistence without explicit user action. Covers the\nmechanisms by which agents identify salient facts, preferences, and\ndecisions during conversations and persist them for future sessions.\nIncludes Claude Code's extract-memories fork that runs at turn-end,\nMem0's LLM-driven extraction pipeline, Cline's memory bank updates,\nand the fundamental design tension between extraction accuracy (avoiding\nnoise) and completeness (not missing important context). Auto-memory\ntransforms ephemeral conversations into durable organizational knowledge\nautomatically, but the quality of extraction determines whether the\naccumulated memories help or hinder future sessions.\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:auto-memory",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    },
    {
      "from": "topic:auto-memory",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to"
    },
    {
      "from": "topic:auto-memory",
      "to": "topic:memory-to-knowledge-bridge",
      "kind": "related_topics"
    },
    {
      "from": "topic:auto-memory",
      "to": "topic:memory-consolidation",
      "kind": "related_topics"
    },
    {
      "from": "topic:auto-memory",
      "to": "topic:organizational-memory",
      "kind": "related_topics"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:knowledge-management",
      "to": "topic:auto-memory",
      "kind": "contains"
    },
    {
      "from": "tool:mem0",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:zep",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:agentmemory",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:memories-sh",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:memories-sh",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:memori-labs",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "topic:memory-consolidation",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-scoping",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-security",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-deduplication",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    },
    {
      "from": "topic:instruction-file-standard",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-type-taxonomy",
      "to": "topic:auto-memory",
      "kind": "related_topics"
    }
  ]
}