{
  "id": "lib-agent:knowledge-management--knowledge-analyst",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "knowledge-analyst",
    "description": "Knowledge management analytics and measurement specialist focused on KM metrics, ROI, and continuous improvement",
    "libraryPath": "library/specializations/domains/business/knowledge-management/agents/knowledge-analyst/AGENT.md",
    "specialization": "knowledge-management",
    "role": "Knowledge Management Analyst",
    "expertise": [
      "KM metrics and KPIs",
      "Knowledge audit execution",
      "Usage analytics interpretation",
      "ROI measurement for KM",
      "Benchmark development",
      "Survey design and analysis",
      "Data visualization for KM",
      "Reporting and dashboards",
      "Continuous improvement recommendations"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "skill-area:data-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "skill-area:data-governance",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "skill-area:data-quality",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "domain:knowledge-management",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "role:information-architect",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "role:analytics-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:knowledge-management--knowledge-analyst",
      "to": "specialization:knowledge-management",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:knowledge-management--critical-knowledge-identification",
      "to": "lib-agent:knowledge-management--knowledge-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:knowledge-management--expert-knowledge-elicitation",
      "to": "lib-agent:knowledge-management--knowledge-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:knowledge-management--project-knowledge-capture",
      "to": "lib-agent:knowledge-management--knowledge-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:knowledge-management--tacit-to-explicit-conversion",
      "to": "lib-agent:knowledge-management--knowledge-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}