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      "profit_factor": 141.2265
    },
    {
      "rule_id": "sell_compound_tight",
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      "month": "2025-11",
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    {
      "rule_id": "sell_compound_tight",
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      "month": "2025-12",
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    {
      "rule_id": "sell_compound_tight",
      "side": "sell",
      "month": "2026-01",
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      "ev_pct": 4.708,
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    },
    {
      "rule_id": "sell_compound_tight",
      "side": "sell",
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      "profit_factor": 1415.8263
    },
    {
      "rule_id": "sell_compound_tight",
      "side": "sell",
      "month": "2026-03",
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      "win_rate": 0.9415,
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    {
      "rule_id": "sell_compound_tight",
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    {
      "rule_id": "sell_compound_tight",
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      "profit_factor": 139.9974
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    {
      "rule_id": "sell_compound_top3",
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      "win_rate": 0.9694,
      "profit_factor": 60.8886
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2025-07",
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      "profit_factor": 27.4175
    },
    {
      "rule_id": "sell_compound_top3",
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      "month": "2025-08",
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      "win_rate": 0.9661,
      "profit_factor": 117.1986
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2025-09",
      "count": 1279,
      "ev_pct": 5.1417,
      "win_rate": 0.9312,
      "profit_factor": 32.1165
    },
    {
      "rule_id": "sell_compound_top3",
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      "win_rate": 0.9316,
      "profit_factor": 33.5529
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2025-11",
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    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2025-12",
      "count": 1269,
      "ev_pct": 3.9295,
      "win_rate": 0.963,
      "profit_factor": 34.6971
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2026-01",
      "count": 1398,
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      "win_rate": 0.9599,
      "profit_factor": 64.7014
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2026-02",
      "count": 1163,
      "ev_pct": 5.8176,
      "win_rate": 0.9948,
      "profit_factor": 727.6797
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2026-03",
      "count": 1303,
      "ev_pct": 3.5755,
      "win_rate": 0.8979,
      "profit_factor": 6.9266
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2026-04",
      "count": 1319,
      "ev_pct": 2.857,
      "win_rate": 0.8855,
      "profit_factor": 11.4726
    },
    {
      "rule_id": "sell_compound_top3",
      "side": "sell",
      "month": "2026-05",
      "count": 1657,
      "ev_pct": 5.4517,
      "win_rate": 0.9572,
      "profit_factor": 68.7177
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-06",
      "count": 1055,
      "ev_pct": 5.3027,
      "win_rate": 0.9716,
      "profit_factor": 69.0846
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-07",
      "count": 1516,
      "ev_pct": 5.2797,
      "win_rate": 0.9459,
      "profit_factor": 33.0648
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-08",
      "count": 1412,
      "ev_pct": 5.1394,
      "win_rate": 0.9441,
      "profit_factor": 67.903
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-09",
      "count": 1232,
      "ev_pct": 4.8002,
      "win_rate": 0.9091,
      "profit_factor": 23.4189
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-10",
      "count": 1323,
      "ev_pct": 3.7359,
      "win_rate": 0.9327,
      "profit_factor": 40.3843
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-11",
      "count": 1287,
      "ev_pct": 4.9171,
      "win_rate": 0.9301,
      "profit_factor": 31.5454
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2025-12",
      "count": 1318,
      "ev_pct": 3.5399,
      "win_rate": 0.9317,
      "profit_factor": 18.8513
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2026-01",
      "count": 1469,
      "ev_pct": 4.2984,
      "win_rate": 0.9469,
      "profit_factor": 42.8817
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2026-02",
      "count": 1223,
      "ev_pct": 5.6511,
      "win_rate": 0.9853,
      "profit_factor": 229.8736
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2026-03",
      "count": 1292,
      "ev_pct": 3.5037,
      "win_rate": 0.8916,
      "profit_factor": 7.1733
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2026-04",
      "count": 1350,
      "ev_pct": 2.7395,
      "win_rate": 0.883,
      "profit_factor": 9.8467
    },
    {
      "rule_id": "sell_contrast_m10_bb_pos",
      "side": "sell",
      "month": "2026-05",
      "count": 1627,
      "ev_pct": 5.49,
      "win_rate": 0.9521,
      "profit_factor": 65.1094
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-06",
      "count": 136,
      "ev_pct": 6.9499,
      "win_rate": 1.0,
      "profit_factor": 945.1828
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-07",
      "count": 438,
      "ev_pct": 7.6836,
      "win_rate": 1.0,
      "profit_factor": 3365.4343
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-08",
      "count": 231,
      "ev_pct": 7.696,
      "win_rate": 1.0,
      "profit_factor": 1777.7845
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-09",
      "count": 241,
      "ev_pct": 8.0974,
      "win_rate": 1.0,
      "profit_factor": 1951.4689
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-10",
      "count": 122,
      "ev_pct": 4.2755,
      "win_rate": 1.0,
      "profit_factor": 521.6132
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-11",
      "count": 204,
      "ev_pct": 6.5692,
      "win_rate": 1.0,
      "profit_factor": 1340.1171
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2025-12",
      "count": 181,
      "ev_pct": 6.2362,
      "win_rate": 1.0,
      "profit_factor": 1128.7579
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2026-01",
      "count": 244,
      "ev_pct": 8.4765,
      "win_rate": 1.0,
      "profit_factor": 2068.2637
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2026-02",
      "count": 199,
      "ev_pct": 8.3106,
      "win_rate": 1.0,
      "profit_factor": 1653.8078
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2026-03",
      "count": 233,
      "ev_pct": 6.8041,
      "win_rate": 1.0,
      "profit_factor": 1585.3489
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2026-04",
      "count": 237,
      "ev_pct": 5.097,
      "win_rate": 1.0,
      "profit_factor": 1207.9774
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "month": "2026-05",
      "count": 472,
      "ev_pct": 7.7879,
      "win_rate": 1.0,
      "profit_factor": 3675.8689
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  ],
  "walk_forward_summary": {
    "buy_compound_tight": {
      "months": 12,
      "positive_months": 9,
      "positive_ratio": 0.75,
      "mean_ev_pct": 5.7974
    },
    "buy_compound_top3": {
      "months": 12,
      "positive_months": 9,
      "positive_ratio": 0.75,
      "mean_ev_pct": 5.5076
    },
    "buy_contrast_m10_bb_pos": {
      "months": 12,
      "positive_months": 9,
      "positive_ratio": 0.75,
      "mean_ev_pct": 5.4605
    },
    "buy_mtf_cross_all_tf": {
      "months": 12,
      "positive_months": 11,
      "positive_ratio": 0.9167,
      "mean_ev_pct": 6.007
    },
    "gt_model_buy_trough_local": {
      "months": 12,
      "positive_months": 10,
      "positive_ratio": 0.8333,
      "mean_ev_pct": 6.2957
    },
    "gt_model_buy_zigzag_bb": {
      "months": 8,
      "positive_months": 8,
      "positive_ratio": 1.0,
      "mean_ev_pct": 10.2649
    },
    "gt_model_sell_peak_local": {
      "months": 12,
      "positive_months": 12,
      "positive_ratio": 1.0,
      "mean_ev_pct": 2.6379
    },
    "gt_model_sell_zigzag_peak": {
      "months": 2,
      "positive_months": 2,
      "positive_ratio": 1.0,
      "mean_ev_pct": 11.6154
    },
    "sell_compound_tight": {
      "months": 12,
      "positive_months": 12,
      "positive_ratio": 1.0,
      "mean_ev_pct": 4.7678
    },
    "sell_compound_top3": {
      "months": 12,
      "positive_months": 12,
      "positive_ratio": 1.0,
      "mean_ev_pct": 4.6836
    },
    "sell_contrast_m10_bb_pos": {
      "months": 12,
      "positive_months": 12,
      "positive_ratio": 1.0,
      "mean_ev_pct": 4.5331
    },
    "sell_mtf_cross_all_tf": {
      "months": 12,
      "positive_months": 12,
      "positive_ratio": 1.0,
      "mean_ev_pct": 6.9987
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  },
  "fee_stress_mult": 2.0,
  "fee_stress_by_rule": {
    "buy_compound_top3": {
      "count": 17631,
      "ev_pct": 5.2063,
      "win_rate": 0.7138,
      "profit_factor": 3.4418
    },
    "buy_compound_tight": {
      "count": 2287,
      "ev_pct": 4.9966,
      "win_rate": 0.6874,
      "profit_factor": 3.0632
    },
    "buy_contrast_m10_bb_pos": {
      "count": 17993,
      "ev_pct": 5.2294,
      "win_rate": 0.7098,
      "profit_factor": 3.4977
    },
    "buy_mtf_cross_all_tf": {
      "count": 3533,
      "ev_pct": 5.3986,
      "win_rate": 0.7085,
      "profit_factor": 3.899
    },
    "sell_compound_top3": {
      "count": 15799,
      "ev_pct": 4.5906,
      "win_rate": 0.9455,
      "profit_factor": 29.2716
    },
    "sell_compound_tight": {
      "count": 2547,
      "ev_pct": 4.7878,
      "win_rate": 0.9458,
      "profit_factor": 38.8127
    },
    "sell_contrast_m10_bb_pos": {
      "count": 16104,
      "ev_pct": 4.4385,
      "win_rate": 0.9343,
      "profit_factor": 25.8628
    },
    "sell_mtf_cross_all_tf": {
      "count": 2938,
      "ev_pct": 7.1232,
      "win_rate": 1.0,
      "profit_factor": 20927.8254
    },
    "gt_model_buy_zigzag_bb": {
      "count": 25,
      "ev_pct": 8.5824,
      "win_rate": 0.84,
      "profit_factor": 41.1466
    },
    "gt_model_buy_trough_local": {
      "count": 1505,
      "ev_pct": 5.9624,
      "win_rate": 0.7302,
      "profit_factor": 4.588
    },
    "gt_model_sell_zigzag_peak": {
      "count": 8,
      "ev_pct": 11.7981,
      "win_rate": 1.0,
      "profit_factor": 94.3851
    },
    "gt_model_sell_peak_local": {
      "count": 6554,
      "ev_pct": 2.3084,
      "win_rate": 0.8184,
      "profit_factor": 4.8039
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  },
  "live_order_cap_sim": {
    "assumptions": {
      "slippage_pct": 0.05,
      "sizing": "gt_model_compound_no_daily_cap"
    },
    "taken_count": 845,
    "total_count": 845,
    "rules": {
      "buy_compound_tight": {
        "taken_count": 221,
        "total_count": 221,
        "metrics": {
          "count": 221,
          "ev_pct": 5.6133,
          "win_rate": 0.6471,
          "profit_factor": 3.1259
        }
      },
      "sell_mtf_cross_all_tf": {
        "taken_count": 624,
        "total_count": 624,
        "metrics": {
          "count": 624,
          "ev_pct": 7.0822,
          "win_rate": 1.0,
          "profit_factor": 4419.2872
        }
      }
    },
    "portfolio_adj_ev_pct": 6.698
  },
  "go_no_go": {
    "go": true,
    "checks": [
      {
        "rule_id": "buy_compound_tight",
        "side": "buy",
        "pass": true,
        "holdout_ev": 5.6633,
        "holdout_pf": 3.1592,
        "wf_positive_ratio": 0.75,
        "fee_stress_ev": 4.9966
      },
      {
        "rule_id": "sell_mtf_cross_all_tf",
        "side": "sell",
        "pass": true,
        "holdout_ev": 7.1322,
        "holdout_pf": 4450.4872,
        "wf_positive_ratio": 1.0,
        "fee_stress_ev": 7.1232
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    ],
    "live_cap_taken_ratio": 1.0
  },
  "portfolio_compare": {
    "ground_truth_chrono": {
      "initial_cash_krw": 1000000,
      "final_asset_krw": 43913514.0,
      "pnl_krw": 42913514.0,
      "pnl_pct": 4291.35,
      "total_fees_krw": 240578.0,
      "cash_krw": 43913514.0,
      "holding_qty": 0.0,
      "holding_value_krw": 0.0,
      "mark_price": 487.0,
      "fee_rate": 0.0005,
      "trade_count": 456,
      "max_drawdown_pct": 6.17,
      "peak_asset_krw": 1234838.0,
      "trough_asset_krw": 1158619.0
    },
    "sim_sized": {
      "initial_cash_krw": 1000000,
      "final_asset_krw": 1746868.0,
      "pnl_krw": 746868.0,
      "pnl_pct": 74.69,
      "total_fees_krw": 29780.0,
      "cash_krw": 1509979.0,
      "holding_qty": 486.425998,
      "holding_value_krw": 236889.0,
      "mark_price": 487.0,
      "fee_rate": 0.0005,
      "trade_count": 5225,
      "max_drawdown_pct": 9.53,
      "peak_asset_krw": 1023021.0,
      "trough_asset_krw": 925549.0,
      "sizing_mode": "gt_model_compound_causal",
      "sizing_note": "전기간 복리·GT tier·총자산×비중, 보유현금 한도; 인과적 신호·tier(미래 미사용)"
    },
    "sim_fixed_order": {
      "initial_cash_krw": 1000000,
      "final_asset_krw": 58389.0,
      "pnl_krw": -941611.0,
      "pnl_pct": -94.16,
      "total_fees_krw": 43869.0,
      "cash_krw": -0.0,
      "holding_qty": 119.896264,
      "holding_value_krw": 58389.0,
      "mark_price": 487.0,
      "fee_rate": 0.0005,
      "order_krw": 100000.0,
      "sizing_mode": "fixed",
      "trade_count": 5225
    },
    "sim_gt_model": {
      "initial_cash_krw": 1000000,
      "final_asset_krw": 1081984.0,
      "pnl_krw": 81984.0,
      "pnl_pct": 8.2,
      "total_fees_krw": 240.0,
      "cash_krw": 881042.0,
      "holding_qty": 412.612808,
      "holding_value_krw": 200942.0,
      "mark_price": 487.0,
      "fee_rate": 0.0005,
      "trade_count": 33,
      "max_drawdown_pct": 4.38,
      "peak_asset_krw": 1072413.0,
      "trough_asset_krw": 1025457.0,
      "sizing_mode": "gt_model_compound_causal",
      "sizing_note": "전기간 복리·GT tier·총자산×비중, 보유현금 한도; 인과적 신호·tier(미래 미사용)"
    },
    "sim_sized_holdout": {
      "initial_asset_krw": 1605322.0,
      "final_asset_krw": 1751246.0,
      "pnl_krw": 145924.0,
      "pnl_pct": 9.09,
      "note": "전기간 복리 후 holdout 구간 자산 증감 (1M 재시작 아님)",
      "trade_count": 845
    },
    "gt_capture_ratio": 0.0174,
    "gt_pnl_pct": 4291.35,
    "sim_sized_pnl_pct": 74.69,
    "gt_model_capture_ratio": 0.0019,
    "gt_allocation_analysis": {
      "large_leg_ids": [
        3,
        5,
        14,
        18,
        19,
        20,
        21,
        22,
        33,
        40,
        46,
        49,
        52,
        53,
        72,
        74
      ],
      "large_leg_count": 16,
      "config_pct_large": 1.0,
      "config_pct_small": 0.05,
      "observed_implied_scale": {
        "all": {
          "count": 18,
          "mean": 0.1106,
          "median": 0.0527,
          "p25": 0.051,
          "p75": 0.054
        },
        "large_leg": {
          "count": 1,
          "mean": 1.0812,
          "median": 1.0812,
          "p25": 1.0812,
          "p75": 1.0812
        },
        "small_leg": {
          "count": 17,
          "mean": 0.0535,
          "median": 0.051,
          "p25": 0.051,
          "p75": 0.0539
        }
      },
      "recommended_pct_large_leg": 1.0812,
      "recommended_pct_small_leg": 0.051,
      "note": "implied_scale = amount / (pre_buy_total_asset × weight_share); 시뮬 tier는 GT 분석 median 사용"
    },
    "causal_mode": {
      "gt_signal_causal": true,
      "sim_causal_tier": true,
      "note": "인과적: t 시점까지 데이터만 사용 (운영 정합)"
    }
  },
  "gt_model": {
    "selection_mode": "split_buy_peak_sell",
    "leg_definition": "이전 고점 매도 ~ 다음 고점 매도 구간 = leg_id; 기간말 잔여 구간은 마지막 leg",
    "entry": {
      "pivot": "trough",
      "price": "Low",
      "weight_rule": "inverse_price_normalized",
      "weight_formula": "w_i = (1/price_i) / sum(1/price_j)",
      "max_buys_per_leg": 12,
      "min_bars_between_buys": 24,
      "bb_filter": "bb_pos <= 0.45"
    },
    "exit": {
      "pivot": "peak",
      "price": "High",
      "weight_rule": "fixed_split_or_full",
      "weights_split": [
        0.65,
        0.35
      ],
      "split_gap_pct": 2.5,
      "max_sells_per_leg": 2
    },
    "capital": {
      "buy": "target = total_asset * (weight/remaining_weights) * tier_scale; amount = min(target, available_cash/(1+fee))",
      "optimal_buy_rate": "weight / sum(remaining_buy_weights_in_leg)",
      "large_leg_top_pct": 0.2,
      "pct_large_leg": 1.0,
      "pct_small_leg": 0.05,
      "min_order_krw": 5000.0,
      "sell": "sell_base_qty * sell_weight * price (last sell = full leg_qty)"
    },
    "execution": {
      "chrono": "amount_krw 배분·summary.pnl_pct = 시각순 체결(매도 후 현금 → 다음 매수 반영)",
      "leg_block_json": "JSON 저장 순서 = leg별 매수 전량 → 매도 전량 (차트·테이블 leg 정합)"
    }
  },
  "gt_weight_policy": {
    "entry_weight_rule": "inverse_price_normalized",
    "exit_split_weights": [
      0.65,
      0.35
    ],
    "capital_large_pct": 1.0,
    "capital_small_pct": 0.05,
    "large_leg_top_pct": 0.2
  },
  "gt_leg_weight_validation": {
    "legs": {
      "0": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "1": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 12,
        "n_sell": 2,
        "valid": true
      },
      "2": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "3": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "4": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "5": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "6": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "7": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "8": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "9": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "10": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "11": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "12": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "13": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "14": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "15": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "16": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "17": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "18": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "19": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "20": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "21": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "22": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "23": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "24": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "25": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "26": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "27": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 1,
        "valid": true
      },
      "28": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "29": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "30": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "31": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "32": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "33": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "34": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "35": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "36": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "37": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "38": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "39": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "40": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "41": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 12,
        "n_sell": 2,
        "valid": true
      },
      "42": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 11,
        "n_sell": 2,
        "valid": true
      },
      "43": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "44": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "45": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "46": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "47": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "48": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 8,
        "n_sell": 2,
        "valid": true
      },
      "49": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 10,
        "n_sell": 2,
        "valid": true
      },
      "50": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "51": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "52": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "53": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "54": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "55": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "56": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "57": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "58": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "59": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 9,
        "n_sell": 2,
        "valid": true
      },
      "60": {
        "buy_sum": 1.0,
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        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "61": {
        "buy_sum": 1.001,
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        "n_sell": 2,
        "valid": true
      },
      "62": {
        "buy_sum": 1.0,
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        "n_sell": 2,
        "valid": true
      },
      "63": {
        "buy_sum": 1.0,
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        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "64": {
        "buy_sum": 1.0,
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        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "65": {
        "buy_sum": 1.0,
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        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "66": {
        "buy_sum": 1.0,
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        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "67": {
        "buy_sum": 1.0,
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        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "68": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "69": {
        "buy_sum": 1.0,
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        "n_buy": 1,
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        "valid": true
      },
      "70": {
        "buy_sum": 1.0,
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        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "71": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "72": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "73": {
        "buy_sum": 1.0,
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        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "74": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "75": {
        "buy_sum": 1.0,
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        "n_buy": 3,
        "n_sell": 1,
        "valid": true
      }
    },
    "invalid_leg_ids": [],
    "all_valid": true
  },
  "monitor_rules": [
    {
      "rule_id": "buy_compound_tight",
      "side": "buy",
      "kind": "compound_tight",
      "conditions": [
        {
          "col": "m10_bb_pos",
          "op": "between",
          "lo": 0.020269805294580265,
          "hi": 0.1573047482613718
        },
        {
          "col": "m10_ga_cci_20",
          "op": "between",
          "lo": -176.0610418573743,
          "hi": -134.25322440673844
        },
        {
          "col": "m5_bb_pos",
          "op": "between",
          "lo": 0.04935035261803711,
          "hi": 0.1678449416858898
        }
      ],
      "valid_fire_rate": 0.0143,
      "metrics": {
        "all": {
          "count": 2287,
          "ev_pct": 5.0966,
          "win_rate": 0.6891,
          "profit_factor": 3.1319
        },
        "train": {
          "count": 1446,
          "ev_pct": 4.3319,
          "win_rate": 0.6812,
          "profit_factor": 3.0046
        },
        "valid": {
          "count": 620,
          "ev_pct": 6.6782,
          "win_rate": 0.7226,
          "profit_factor": 3.3483
        },
        "holdout": {
          "count": 221,
          "ev_pct": 5.6633,
          "win_rate": 0.6471,
          "profit_factor": 3.1592
        }
      },
      "pass_valid": true,
      "pass_holdout": true
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
      "side": "sell",
      "kind": "mtf_cross",
      "conditions": [
        {
          "col": "m3_ga_cci_20",
          "op": "between",
          "lo": 71.08020816708225,
          "hi": 152.0239279574577
        },
        {
          "col": "m5_bb_pos",
          "op": "between",
          "lo": 0.7812942210429725,
          "hi": 0.979827466617936
        },
        {
          "col": "m10_bb_pos",
          "op": "between",
          "lo": 0.8052954063070535,
          "hi": 1.0
        },
        {
          "col": "m15_bb_pos",
          "op": "between",
          "lo": 0.8266597207479214,
          "hi": 1.0
        },
        {
          "col": "m30_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "m60_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "m240_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "d1_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        }
      ],
      "valid_fire_rate": 0.013,
      "metrics": {
        "all": {
          "count": 2938,
          "ev_pct": 7.2232,
          "win_rate": 1.0,
          "profit_factor": 21221.6254
        },
        "train": {
          "count": 1749,
          "ev_pct": 7.1667,
          "win_rate": 1.0,
          "profit_factor": 12534.5465
        },
        "valid": {
          "count": 565,
          "ev_pct": 7.4984,
          "win_rate": 1.0,
          "profit_factor": 4236.5917
        },
        "holdout": {
          "count": 624,
          "ev_pct": 7.1322,
          "win_rate": 1.0,
          "profit_factor": 4450.4872
        }
      },
      "pass_valid": true,
      "pass_holdout": true
    }
  ],
  "gt_portfolio_calibration": {
    "portfolio": {
      "gt_final_asset_krw": 43913513.0,
      "subset_final_asset_krw": 1000000.0,
      "asset_ratio": 0.0228,
      "asset_accuracy_pct": 2.28,
      "target_met_90": false,
      "legs_total": 76,
      "legs_covered": 0,
      "leg_coverage_ratio": 0.0,
      "full_pnl_pct": 4291.35,
      "subset_pnl_pct": 0.0
    },
    "note": "캘리브레이션 미실행 — scripts/04_calibrate_gt_assets.py"
  },
  "criteria": {
    "min_holdout_ev": 0.0,
    "min_holdout_pf": 1.0,
    "wf_positive_ratio": 0.5,
    "wf_min_months": 3
  }
}