{
  "id": "skill-area:knowledge-curation",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-knowledge-fabric.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Knowledge Curation",
    "description": "Maintaining, pruning, and updating organizational knowledge bases —\nknowledge lifecycle management (creation, verification, deprecation,\narchival), duplicate detection and merging, contradiction resolution\nacross sources, freshness policies and automated staleness detection,\nknowledge ownership assignment, expert verification workflows, and\nquality metrics for knowledge bases (coverage, accuracy, currency).\n",
    "domains": [
      "specialization:ai-agents-conversational",
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:knowledge-curation",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:knowledge-curation",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:knowledge-curation",
      "to": "tool:guru",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:knowledge-curation",
      "to": "tool:glean",
      "kind": "uses_tool"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:knowledge-graph-management",
      "to": "skill-area:knowledge-curation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:organizational-intelligence",
      "to": "skill-area:knowledge-curation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ]
}