{
  "type": "recommendation_override",
  "source": "external_ai",
  "description": "شرح موجز للمجموعات أو المصدر.",
  "generated_at": "2026-04-12T12:00:00Z",
  "filters": {
    "capital": 100000,
    "risk": "medium",
    "max_stocks": 8,
    "sectors": ["البنوك", "الصناعات"],
    "investment_horizon": "medium"
  },
  "recommendations": [
    {
      "ticker": "ABC",
      "name": "اسم السهم",
      "current_price": 14.25,
      "allocation_amount": 18000,
      "allocation_percent": 18,
      "recommended_shares": 126,
      "score": 87,
      "sector": "البنوك",
      "pe_ratio": 13.4,
      "dividend_yield": 3.2,
      "action": "buy",
      "confidence": 0.82,
      "reason_ar": "تحليل موجز للتوصية.",
      "ai_summary": "نص موجز لشرح قرار الذكاء الاصطناعي."
    }
  ]
}