{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "root_cause",
    "confidence",
    "evidence",
    "competing_hypotheses",
    "first_action",
    "prediction_if_true",
    "prediction_if_false",
    "immediate_changes",
    "fallback_logic"
  ],
  "properties": {
    "root_cause": {
      "type": "string"
    },
    "confidence": {
      "type": "number",
      "minimum": 0,
      "maximum": 1
    },
    "evidence": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "competing_hypotheses": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "first_action": {
      "type": "string"
    },
    "prediction_if_true": {
      "type": "string"
    },
    "prediction_if_false": {
      "type": "string"
    },
    "immediate_changes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "fallback_logic": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  }
}