{
  "id": "skill-area:medical-agent",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-agentic-benchmarks.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Medical Agent",
    "description": "Conducting a clinically-shaped patient encounter as an agent —\neliciting history, ordering tests, interpreting results, and\nconverging on a diagnosis and management plan under a structured\nrubric (as exercised by AgentClinic-style evaluations). Domain\nexpertise plus dialogue strategy plus tool use.\n",
    "domains": [
      "specialization:ai-agents-conversational"
    ],
    "expertiseLevels": [
      "expert",
      "authoritative"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:medical-agent",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:medical-agent",
      "to": "specialization:healthcare",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:medical-agent",
      "to": "specialization:clinical-informatics",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:medical-agent",
      "to": "specialization:biomedical-informatics",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "benchmark:agentclinic",
      "to": "skill-area:medical-agent",
      "kind": "covers",
      "attributes": {
        "attributes": {
          "coverage": "full",
          "weight": 0.7
        }
      }
    },
    {
      "from": "benchmark:medqa",
      "to": "skill-area:medical-agent",
      "kind": "covers",
      "attributes": {}
    },
    {
      "from": "skill-area:ai-agent-development",
      "to": "skill-area:medical-agent",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--medical-agent",
      "to": "skill-area:medical-agent",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}