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      "entry_time": "2026-02-25 01:00:00+00:00",
      "exit_time": "2026-02-25 03:15:00+00:00",
      "entry_price": 1.383138,
      "exit_price": 1.370396,
      "quantity": 2308.7,
      "sl": 1.370396,
      "tp": 1.408624,
      "gross_pnl": -29.418901,
      "entry_fee": 1.277301,
      "exit_fee": 1.265533,
      "net_pnl": -31.961735,
      "close_reason": "STOP_LOSS",
      "ml_proba": 0.5054,
      "indicators": {
        "rsi": 73.1504226046038,
        "macd_hist": 0.0014379189881605118,
        "atr": 0.008495084124686957,
        "adx": 16.57739949935574
      }
    },
    {
      "symbol": "XRPUSDT",
      "side": "LONG",
      "entry_time": "2026-02-28 06:15:00+00:00",
      "exit_time": "2026-02-28 06:30:00+00:00",
      "entry_price": 1.331433,
      "exit_price": 1.322797,
      "quantity": 2348.4,
      "sl": 1.322797,
      "tp": 1.348705,
      "gross_pnl": -20.281139,
      "entry_fee": 1.250695,
      "exit_fee": 1.242583,
      "net_pnl": -22.774416,
      "close_reason": "STOP_LOSS",
      "ml_proba": 0.7416,
      "indicators": {
        "rsi": 22.07257216583472,
        "macd_hist": -0.0019878129960472814,
        "atr": 0.005757434514952236,
        "adx": 36.23941502849302
      }
    }
  ],
  "validation": {
    "overall": "FAIL",
    "checks": [
      {
        "name": "exit_after_entry",
        "passed": true,
        "level": "FAIL",
        "message": "모든 트레이드에서 청산 > 진입"
      },
      {
        "name": "sl_tp_direction",
        "passed": true,
        "level": "FAIL",
        "message": "SL/TP 방향 정합"
      },
      {
        "name": "no_overlap",
        "passed": true,
        "level": "FAIL",
        "message": "포지션 비중첩 확인"
      },
      {
        "name": "positive_fees",
        "passed": true,
        "level": "FAIL",
        "message": "수수료 양수 확인"
      },
      {
        "name": "no_negative_balance",
        "passed": true,
        "level": "FAIL",
        "message": "잔고 양수 유지"
      },
      {
        "name": "win_rate_high",
        "passed": true,
        "level": "WARNING",
        "message": "승률 정상 (44.4%)"
      },
      {
        "name": "win_rate_low",
        "passed": true,
        "level": "WARNING",
        "message": "승률 정상 (44.4%)"
      },
      {
        "name": "mdd_nonzero",
        "passed": true,
        "level": "WARNING",
        "message": "MDD 정상 (5.9%)"
      },
      {
        "name": "trade_frequency",
        "passed": false,
        "level": "WARNING",
        "message": "월 평균 2.6건 < 5건 — 신호 생성 부족"
      },
      {
        "name": "profit_factor_high",
        "passed": true,
        "level": "WARNING",
        "message": "PF 정상 (2.71)"
      }
    ]
  }
}