{
  "type": "object",
  "required": ["summary", "recommendations"],
  "properties": {
    "summary": {
      "type": "string"
    },
    "recommendations": {
      "type": "array",
      "items": {
        "type": "object",
        "required": ["candidate", "action", "why", "confidence"],
        "properties": {
          "candidate": {
            "type": "string"
          },
          "action": {
            "type": "string"
          },
          "why": {
            "type": "string"
          },
          "confidence": {
            "type": "string"
          }
        }
      }
    }
  }
}