{
  "id": "knowledge-fabric-impl:atlas-knowledge-graph",
  "_kind": "KnowledgeFabricImpl",
  "_file": "agent-stack/knowledge-fabric-impls/git-markdown-knowledge.yaml",
  "_cluster": "agent-stack",
  "attributes": {
    "displayName": "Atlas Knowledge Graph — YAML graph with build-time indexing",
    "description": "Atlas-style YAML knowledge graph where nodes are YAML documents with typed\nnodeKinds and edges are ID references between nodes. The graph is indexed\ninto a JSON structure at build time for fast traversal and querying. This\nis the pattern used by the babysitter atlas repository — each YAML file\ndefines one or more graph nodes with attributes and typed edges. A build\nstep validates referential integrity and produces a queryable index.\n",
    "knowledgeFileFormats": [
      "yaml",
      "markdown"
    ],
    "retrievalStrategy": "graph-traversal",
    "knowledgePersistence": "git-versioned",
    "knowledgeScopes": [
      "project",
      "organization"
    ],
    "autoExtractionSupport": false,
    "notes": "The atlas pattern combines the durability of git-versioned files with\nthe queryability of a graph database. Nodes are typed (Layer, Tool,\nAgentVersion, etc.) and edges carry semantic relationships (realizes,\nintegrates_with, composed_of). The build step catches dangling references\nand produces a single JSON index for programmatic access. This is more\nstructured than a markdown wiki but requires schema discipline.\n"
  },
  "outgoingEdges": [
    {
      "from": "knowledge-fabric-impl:atlas-knowledge-graph",
      "to": "layer:12-knowledge-fabric",
      "kind": "realizes",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}