{
  "id": "domain:operations",
  "_kind": "Domain",
  "_file": "domain/domains/business-domains.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Operations",
    "description": "Business operations, process optimization, and supply chain.\n"
  },
  "outgoingEdges": [
    {
      "from": "domain:operations",
      "to": "specialization:operations",
      "kind": "contains"
    }
  ],
  "incomingEdges": [
    {
      "from": "benchmark:the-agent-company",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {}
    },
    {
      "from": "role:operations-analyst",
      "to": "domain:operations",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:management-consultant",
      "to": "domain:operations",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:quality-analyst",
      "to": "domain:operations",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "skill-area:business-analysis",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:change-management",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:lean-manufacturing",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:six-sigma",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:process-automation",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:procurement-optimization",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:talent-acquisition-pipeline",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:applicant-tracking-systems",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:workforce-planning",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:itsm",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:budgeting-forecasting",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:risk-assessment",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:operational-excellence",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:process-improvement",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:quality-management",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:problem-solving",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "specialization:operations",
      "to": "domain:operations",
      "kind": "specializes"
    },
    {
      "from": "stack-profile:enterprise-service-bus",
      "to": "domain:operations",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:master-data-management",
      "to": "domain:operations",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:approval-workflow-engine",
      "to": "domain:operations",
      "kind": "applies_to"
    },
    {
      "from": "tool:n8n",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool:zapier",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool:make",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "topic:value-stream-mapping",
      "to": "domain:operations",
      "kind": "belongs_to_domain"
    },
    {
      "from": "topic:theory-of-constraints",
      "to": "domain:operations",
      "kind": "belongs_to_domain"
    },
    {
      "from": "workflow:talent-acquisition-pipeline",
      "to": "domain:operations",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:vendor-onboarding",
      "to": "domain:operations",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:contract-lifecycle",
      "to": "domain:operations",
      "kind": "applies_to_domain"
    },
    {
      "from": "tool-server:mcp-teams",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-gmail",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-monday",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-airtable",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-google-sheets",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-outlook",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-zoom",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-calendly",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-zendesk",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-saperly",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool:saperly",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-n8n",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "lib-agent:operations--a3-coach",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--benchmarking-coordinator",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--capacity-planning-analyst",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--critical-chain-project-manager",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--demand-planning-analyst",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--flow-improvement-specialist",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--internal-quality-auditor",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--kaizen-facilitator",
      "to": "domain:operations",
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      "attributes": {
        "weight": 1
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    },
    {
      "from": "lib-agent:operations--lean-transformation-leader",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
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    },
    {
      "from": "lib-agent:operations--master-scheduler",
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        "weight": 1
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    },
    {
      "from": "lib-agent:operations--measurement-systems-analyst",
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        "weight": 1
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    },
    {
      "from": "lib-agent:operations--operations-analyst",
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      "attributes": {
        "weight": 1
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    },
    {
      "from": "lib-agent:operations--opex-program-manager",
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    },
    {
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      "attributes": {
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    },
    {
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    },
    {
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    {
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    {
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    },
    {
      "from": "lib-agent:operations--sop-coordinator",
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    },
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    },
    {
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    {
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    },
    {
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