{
  "id": "lib-agent:travel--open-data-scout",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "open-data-scout",
    "description": "Identifies authoritative, downloadable open data sources (airports, airlines, routes, schedules, climate classification) and produces a source manifest for the ingestion pipeline.",
    "libraryPath": "library/specializations/domains/business/travel/agents/open-data-scout/AGENT.md",
    "specialization": "travel",
    "role": "Open-Data Scout",
    "expertise": [
      "Open travel datasets (OpenFlights, OurAirports, Wikidata, Köppen-Geiger climate)",
      "Source licence evaluation",
      "Column-to-schema mapping",
      "Identifying \"derived\" entities that must be computed from primary sources"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "skill-area:data-quality",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "skill-area:travel-itinerary-planning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "domain:travel",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "role:analytics-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "role:research-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "workflow:customer-journey-optimization",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--open-data-scout",
      "to": "specialization:travel",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:shared--source-discovery",
      "to": "lib-agent:travel--open-data-scout",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:travel--flight-dataset-build",
      "to": "lib-agent:travel--open-data-scout",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}