{
  "id": "skill-area:knowledge-graph-management",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-knowledge-fabric.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Knowledge Graph Management",
    "description": "Building, querying, and maintaining knowledge graphs — entity\nextraction, relation linking, graph schema design, traversal\nqueries, and incremental updates. Covers graph databases,\nontology alignment, and using knowledge graphs for multi-hop\nreasoning in AI applications.\n",
    "domains": [
      "specialization:ai-agents-conversational",
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:knowledge-graph-management",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:knowledge-graph-management",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:knowledge-graph-management",
      "to": "skill-area:knowledge-curation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:rag-pipeline-engineering",
      "to": "skill-area:knowledge-graph-management",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:document-indexing",
      "to": "skill-area:knowledge-graph-management",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "stack-profile:knowledge-graph-platform",
      "to": "skill-area:knowledge-graph-management",
      "kind": "requires_skill_area"
    },
    {
      "from": "tool:graphify",
      "to": "skill-area:knowledge-graph-management",
      "kind": "tool_used_by",
      "attributes": {}
    }
  ]
}