{
  "generated_at": "2026-07-12T11:27:56.845502+00:00",
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  "candidates": 234352,
  "qualified": 4230,
  "params": {
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    "horizon_days": 30,
    "min_lookback": 60,
    "cost_per_side_pct": 0.1
  },
  "activation": {
    "min_momentum_percentile": 80.0,
    "min_rr": 2.0,
    "min_confidence": 0.0,
    "require_high_conviction": false,
    "exclude_conflicts": false,
    "exclude_neutral": true
  },
  "overall_qualified": {
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    "wins": 1449,
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    "expired": 228,
    "hit_rate": 36.2,
    "avg_r": 0.076,
    "total_r": 322.38,
    "net_avg_r": 0.02,
    "net_total_r": 85.39,
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    "worst_r": -6.35,
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    "net_r_per_day": 0.002,
    "median_net_r": -1.042,
    "profit_factor": 1.03,
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  },
  "overall_all": {
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    "wins": 91653,
    "losses": 134666,
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    "hit_rate": 40.5,
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    "total_r": -11368.75,
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      "hit_rate": 36.2,
      "avg_r": 0.076,
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  "min_momentum_percentile": 80.0,
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      "wins": 1449,
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      "expired": 228,
      "hit_rate": 36.2,
      "avg_r": 0.076,
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      "hit_rate": 35.0,
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      "profit_factor": 0.98,
      "net_avg_r_ex_top5": -0.151
    },
    {
      "min_momentum_percentile": 60.0,
      "total": 8091,
      "wins": 2621,
      "losses": 4974,
      "expired": 496,
      "hit_rate": 34.5,
      "avg_r": 0.032,
      "total_r": 257.64,
      "net_avg_r": -0.028,
      "net_total_r": -228.06,
      "best_r": 8.85,
      "worst_r": -6.35,
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      "net_r_per_day": -0.0027,
      "median_net_r": -1.047,
      "profit_factor": 0.96,
      "net_avg_r_ex_top5": -0.163
    },
    {
      "min_momentum_percentile": 50.0,
      "total": 9915,
      "wins": 3159,
      "losses": 6095,
      "expired": 661,
      "hit_rate": 34.1,
      "avg_r": 0.024,
      "total_r": 242.22,
      "net_avg_r": -0.036,
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      "best_r": 8.85,
      "worst_r": -6.35,
      "avg_hold_days": 10.8,
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      "profit_factor": 0.95,
      "net_avg_r_ex_top5": -0.173
    },
    {
      "min_momentum_percentile": 0.0,
      "total": 24472,
      "wins": 6830,
      "losses": 15672,
      "expired": 1970,
      "hit_rate": 30.4,
      "avg_r": -0.062,
      "total_r": -1520.5,
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      "wins": 1449,
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      "expired": 228,
      "hit_rate": 36.2,
      "avg_r": 0.076,
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      "net_avg_r": 0.02,
      "net_total_r": 85.39,
      "best_r": 8.85,
      "worst_r": -6.35,
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      "hold_avg_r": 0.336,
      "hold_net_avg_r": 0.28,
      "hold_total_r": 1422.0
    },
    {
      "variant": "no_confidence_floor",
      "total": 4884,
      "wins": 1676,
      "losses": 2955,
      "expired": 253,
      "hit_rate": 36.2,
      "avg_r": 0.07,
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      "hold_days": 30,
      "hold_avg_r": 0.33,
      "hold_net_avg_r": 0.271,
      "hold_total_r": 1609.58
    },
    {
      "variant": "no_rr_floor",
      "total": 11583,
      "wins": 4821,
      "losses": 6380,
      "expired": 382,
      "hit_rate": 43.0,
      "avg_r": 0.069,
      "total_r": 802.52,
      "net_avg_r": 0.014,
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      "worst_r": -6.35,
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      "net_r_per_day": 0.0016,
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      "profit_factor": 1.02,
      "net_avg_r_ex_top5": -0.102,
      "hold_days": 30,
      "hold_avg_r": 0.296,
      "hold_net_avg_r": 0.24,
      "hold_total_r": 3425.32
    },
    {
      "variant": "no_neutral_exclusion",
      "total": 6259,
      "wins": 2132,
      "losses": 3726,
      "expired": 401,
      "hit_rate": 36.4,
      "avg_r": 0.092,
      "total_r": 576.4,
      "net_avg_r": 0.035,
      "net_total_r": 221.32,
      "best_r": 8.85,
      "worst_r": -6.35,
      "avg_hold_days": 10.7,
      "net_r_per_day": 0.0033,
      "median_net_r": -1.042,
      "profit_factor": 1.05,
      "net_avg_r_ex_top5": -0.101,
      "hold_days": 30,
      "hold_avg_r": 0.378,
      "hold_net_avg_r": 0.321,
      "hold_total_r": 2364.9
    },
    {
      "variant": "momentum_only",
      "total": 19507,
      "wins": 8463,
      "losses": 10359,
      "expired": 685,
      "hit_rate": 45.0,
      "avg_r": 0.093,
      "total_r": 1811.24,
      "net_avg_r": 0.04,
      "net_total_r": 774.41,
      "best_r": 8.85,
      "worst_r": -6.35,
      "avg_hold_days": 8.7,
      "net_r_per_day": 0.0046,
      "median_net_r": -1.027,
      "profit_factor": 1.07,
      "net_avg_r_ex_top5": -0.076,
      "hold_days": 30,
      "hold_avg_r": 0.356,
      "hold_net_avg_r": 0.303,
      "hold_total_r": 6949.2
    }
  ],
  "gate_ablation_note": "Each row re-qualifies the same candidates at the current momentum cutoff (80) with one floor removed (long-only while the momentum gate is active). If dropping a floor doesn't hurt net expectancy, that floor isn't pulling its weight. The Hold columns grade the same variants under the hold-to-horizon time exit instead of the S/R target \u2014 the view that matters if the exit policy moves to a fixed hold.",
  "time_exit_sweep": [
    {
      "hold_days": 5,
      "total": 4230,
      "wins": 2186,
      "win_rate": 51.7,
      "avg_r": 0.085,
      "total_r": 359.78,
      "net_avg_r": 0.029,
      "net_total_r": 122.79,
      "best_r": 8.83,
      "worst_r": -6.02,
      "avg_hold_days": 4.4,
      "net_r_per_day": 0.0066,
      "median_net_r": -0.003,
      "profit_factor": 1.07,
      "net_avg_r_ex_top5": -0.108
    },
    {
      "hold_days": 10,
      "total": 4230,
      "wins": 1933,
      "win_rate": 45.7,
      "avg_r": 0.167,
      "total_r": 706.05,
      "net_avg_r": 0.111,
      "net_total_r": 469.06,
      "best_r": 10.88,
      "worst_r": -6.35,
      "avg_hold_days": 7.5,
      "net_r_per_day": 0.0148,
      "median_net_r": -0.348,
      "profit_factor": 1.2,
      "net_avg_r_ex_top5": -0.1
    },
    {
      "hold_days": 21,
      "total": 4230,
      "wins": 1557,
      "win_rate": 36.8,
      "avg_r": 0.267,
      "total_r": 1127.34,
      "net_avg_r": 0.21,
      "net_total_r": 890.35,
      "best_r": 20.75,
      "worst_r": -6.35,
      "avg_hold_days": 12.6,
      "net_r_per_day": 0.0167,
      "median_net_r": -1.042,
      "profit_factor": 1.31,
      "net_avg_r_ex_top5": -0.12
    },
    {
      "hold_days": 30,
      "total": 4230,
      "wins": 1367,
      "win_rate": 32.3,
      "avg_r": 0.336,
      "total_r": 1422.0,
      "net_avg_r": 0.28,
      "net_total_r": 1185.01,
      "best_r": 24.78,
      "worst_r": -6.35,
      "avg_hold_days": 16.0,
      "net_r_per_day": 0.0176,
      "median_net_r": -1.046,
      "profit_factor": 1.38,
      "net_avg_r_ex_top5": -0.13
    }
  ],
  "portfolio_sim": {
    "params": {
      "starting_capital": 10000.0,
      "max_positions": 10,
      "risk_per_trade_pct": 1.0,
      "notional_cap_pct": 20.0,
      "cost_per_side_pct": 0.1,
      "hold_days": 30
    },
    "policies": [
      {
        "policy": "target",
        "starting_capital": 10000.0,
        "final_equity": 22373.53,
        "total_return_pct": 123.7,
        "cagr_pct": 22.2,
        "max_drawdown_pct": 22.6,
        "sharpe": 1.04,
        "trades": 570,
        "win_rate": 41.6,
        "avg_trade_pnl": 21.71,
        "best_trade_r": 8.85,
        "worst_trade_r": -2.54,
        "best_trade_pnl": 995.98,
        "worst_trade_pnl": -408.72,
        "avg_hold_days": 9.3,
        "exit_reasons": {
          "stop": 331,
          "target": 220,
          "time": 19
        },
        "skipped_book_full": 27,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": -8.4
          },
          {
            "year": 2023,
            "return_pct": 26.2
          },
          {
            "year": 2024,
            "return_pct": 28.0
          },
          {
            "year": 2025,
            "return_pct": 23.2
          },
          {
            "year": 2026,
            "return_pct": 22.8
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "policy": "hold",
        "starting_capital": 10000.0,
        "final_equity": 52955.39,
        "total_return_pct": 429.6,
        "cagr_pct": 51.5,
        "max_drawdown_pct": 25.6,
        "sharpe": 1.61,
        "trades": 381,
        "win_rate": 36.2,
        "avg_trade_pnl": 112.74,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 4171.02,
        "worst_trade_pnl": -711.7,
        "avg_hold_days": 17.0,
        "exit_reasons": {
          "stop": 231,
          "time": 150
        },
        "skipped_book_full": 106,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.0
          },
          {
            "year": 2023,
            "return_pct": 47.4
          },
          {
            "year": 2024,
            "return_pct": 89.0
          },
          {
            "year": 2025,
            "return_pct": 8.7
          },
          {
            "year": 2026,
            "return_pct": 65.1
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      }
    ],
    "note": "One capital-constrained book over the same qualified setups the tables above grade per-setup: at most 10 concurrent positions (one per ticker), best momentum first, fixed-fractional risk sizing with a no-leverage cap, entries at the detection close, stops filled at the worse of stop or open. 'target' races the S/R target against the stop (timeout at the horizon); 'hold' keeps the initial stop and exits at the horizon close. SPY return is price-only over the same window. In-sample; no dividends."
  },
  "strategy_variants": {
    "variants": [
      {
        "variant": "production_residual_80_fixed10",
        "label": "Production residual 80 / max 10",
        "ranking": "residual",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "activation_momentum_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 52955.39,
        "total_return_pct": 429.6,
        "cagr_pct": 51.5,
        "max_drawdown_pct": 25.6,
        "sharpe": 1.61,
        "trades": 381,
        "win_rate": 36.2,
        "avg_trade_pnl": 112.74,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 4171.02,
        "worst_trade_pnl": -711.7,
        "avg_hold_days": 17.0,
        "exit_reasons": {
          "stop": 231,
          "time": 150
        },
        "skipped_book_full": 106,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.0
          },
          {
            "year": 2023,
            "return_pct": 47.4
          },
          {
            "year": 2024,
            "return_pct": 89.0
          },
          {
            "year": 2025,
            "return_pct": 8.7
          },
          {
            "year": 2026,
            "return_pct": 65.1
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "legacy_raw_80_fixed10",
        "label": "Legacy raw 80 / max 10",
        "ranking": "raw",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "momentum_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 27524.1,
        "total_return_pct": 175.2,
        "cagr_pct": 28.7,
        "max_drawdown_pct": 30.0,
        "sharpe": 1.04,
        "trades": 390,
        "win_rate": 33.1,
        "avg_trade_pnl": 44.93,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 3410.36,
        "worst_trade_pnl": -410.75,
        "avg_hold_days": 15.8,
        "exit_reasons": {
          "stop": 252,
          "time": 138
        },
        "skipped_book_full": 104,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": -3.4
          },
          {
            "year": 2023,
            "return_pct": 11.6
          },
          {
            "year": 2024,
            "return_pct": 67.1
          },
          {
            "year": 2025,
            "return_pct": -10.3
          },
          {
            "year": 2026,
            "return_pct": 70.4
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "raw_90_fixed10",
        "label": "Raw 90 / max 10",
        "ranking": "raw",
        "cutoff": 90.0,
        "filters": [
          {
            "percentile_key": "momentum_percentile",
            "cutoff": 90.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 49447.06,
        "total_return_pct": 394.5,
        "cagr_pct": 49.3,
        "max_drawdown_pct": 21.0,
        "sharpe": 1.55,
        "trades": 354,
        "win_rate": 34.7,
        "avg_trade_pnl": 111.43,
        "best_trade_r": 15.93,
        "worst_trade_r": -2.67,
        "best_trade_pnl": 5848.96,
        "worst_trade_pnl": -648.89,
        "avg_hold_days": 16.3,
        "exit_reasons": {
          "stop": 223,
          "time": 131
        },
        "skipped_book_full": 0,
        "spy_return_pct": 94.3,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": -6.9
          },
          {
            "year": 2023,
            "return_pct": 16.2
          },
          {
            "year": 2024,
            "return_pct": 94.9
          },
          {
            "year": 2025,
            "return_pct": 26.8
          },
          {
            "year": 2026,
            "return_pct": 85.2
          }
        ],
        "start_date": "2022-07-06",
        "end_date": "2026-07-02"
      },
      {
        "variant": "residual_80_fixed15",
        "label": "Residual 80 / max 15 capacity check",
        "ranking": "residual",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "activation_momentum_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 15,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 52955.39,
        "total_return_pct": 429.6,
        "cagr_pct": 51.5,
        "max_drawdown_pct": 25.6,
        "sharpe": 1.61,
        "trades": 381,
        "win_rate": 36.2,
        "avg_trade_pnl": 112.74,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 4171.02,
        "worst_trade_pnl": -711.7,
        "avg_hold_days": 17.0,
        "exit_reasons": {
          "stop": 231,
          "time": 150
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
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            "year": 2024,
            "return_pct": 8.4
          },
          {
            "year": 2025,
            "return_pct": -12.3
          },
          {
            "year": 2026,
            "return_pct": -5.2
          }
        ],
        "start_date": "2021-12-28",
        "end_date": "2026-07-02"
      }
    ],
    "note": "Research-only hold-to-horizon portfolio variants. Production now uses residual 12-1 momentum at cutoff 80; the remaining rows compare the legacy raw rank, raw cutoff 90, one max-15 capacity check, and volatility overlays."
  },
  "exit_policy_variants": {
    "variants": [
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "hold",
        "label": "80/20 entry + 30d hold / initial stop",
        "description": "Baseline: keep the initial ATR stop and exit at 30 trading days.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 64796.08,
        "total_return_pct": 548.0,
        "cagr_pct": 59.3,
        "max_drawdown_pct": 23.2,
        "sharpe": 1.74,
        "trades": 370,
        "win_rate": 40.3,
        "avg_trade_pnl": 148.1,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 4815.09,
        "worst_trade_pnl": -897.46,
        "avg_hold_days": 17.6,
        "exit_reasons": {
          "stop": 212,
          "time": 158
        },
        "skipped_book_full": 199,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.3
          },
          {
            "year": 2023,
            "return_pct": 36.9
          },
          {
            "year": 2024,
            "return_pct": 106.6
          },
          {
            "year": 2025,
            "return_pct": 29.4
          },
          {
            "year": 2026,
            "return_pct": 66.6
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "sma50",
        "label": "80/20 entry + SMA50 break",
        "description": "Exit at the close when price closes below its 50-day SMA.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 60779.84,
        "total_return_pct": 507.8,
        "cagr_pct": 56.8,
        "max_drawdown_pct": 21.5,
        "sharpe": 1.7,
        "trades": 419,
        "win_rate": 37.7,
        "avg_trade_pnl": 121.19,
        "best_trade_r": 15.93,
        "worst_trade_r": -2.84,
        "best_trade_pnl": 5250.92,
        "worst_trade_pnl": -583.39,
        "avg_hold_days": 15.0,
        "exit_reasons": {
          "sma50": 91,
          "stop": 195,
          "time": 133
        },
        "skipped_book_full": 62,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": -1.4
          },
          {
            "year": 2023,
            "return_pct": 36.3
          },
          {
            "year": 2024,
            "return_pct": 113.4
          },
          {
            "year": 2025,
            "return_pct": 20.2
          },
          {
            "year": 2026,
            "return_pct": 76.5
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "low20",
        "label": "80/20 entry + 20-day low break",
        "description": "Exit at the close when price closes below the prior 20-day low.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 74376.31,
        "total_return_pct": 643.8,
        "cagr_pct": 64.9,
        "max_drawdown_pct": 23.0,
        "sharpe": 1.84,
        "trades": 373,
        "win_rate": 37.5,
        "avg_trade_pnl": 172.59,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 5742.14,
        "worst_trade_pnl": -1017.73,
        "avg_hold_days": 17.0,
        "exit_reasons": {
          "low20": 24,
          "stop": 212,
          "time": 137
        },
        "skipped_book_full": 87,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.4
          },
          {
            "year": 2023,
            "return_pct": 41.5
          },
          {
            "year": 2024,
            "return_pct": 114.1
          },
          {
            "year": 2025,
            "return_pct": 35.3
          },
          {
            "year": 2026,
            "return_pct": 70.6
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "technical40",
        "label": "80/20 entry + technical score < 40",
        "description": "Exit at the close when the price-derived technical score deteriorates below 40.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 64796.08,
        "total_return_pct": 548.0,
        "cagr_pct": 59.3,
        "max_drawdown_pct": 23.2,
        "sharpe": 1.74,
        "trades": 370,
        "win_rate": 40.3,
        "avg_trade_pnl": 148.1,
        "best_trade_r": 15.93,
        "worst_trade_r": -4.32,
        "best_trade_pnl": 4815.09,
        "worst_trade_pnl": -897.46,
        "avg_hold_days": 17.6,
        "exit_reasons": {
          "stop": 212,
          "time": 158
        },
        "skipped_book_full": 199,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.3
          },
          {
            "year": 2023,
            "return_pct": 36.9
          },
          {
            "year": 2024,
            "return_pct": 106.6
          },
          {
            "year": 2025,
            "return_pct": 29.4
          },
          {
            "year": 2026,
            "return_pct": 66.6
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "atr_trail3",
        "label": "80/20 entry + 3x ATR trailing stop",
        "description": "Trail the stop upward to highest close minus 3 ATR, evaluated from prior data.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 63643.96,
        "total_return_pct": 536.4,
        "cagr_pct": 58.6,
        "max_drawdown_pct": 21.0,
        "sharpe": 1.82,
        "trades": 404,
        "win_rate": 39.6,
        "avg_trade_pnl": 132.78,
        "best_trade_r": 24.78,
        "worst_trade_r": -2.67,
        "best_trade_pnl": 4913.99,
        "worst_trade_pnl": -984.39,
        "avg_hold_days": 15.3,
        "exit_reasons": {
          "stop": 176,
          "time": 90,
          "trailing_stop": 138
        },
        "skipped_book_full": 28,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 4.0
          },
          {
            "year": 2023,
            "return_pct": 36.2
          },
          {
            "year": 2024,
            "return_pct": 110.3
          },
          {
            "year": 2025,
            "return_pct": 52.8
          },
          {
            "year": 2026,
            "return_pct": 39.9
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      }
    ],
    "note": "Research-only exit policies over the residual/high-vol 80/20 entry candidate. Every row uses the same entry qualification/ranking and changes only the exit discipline."
  },
  "portfolio_monitor": {
    "production_strategy": "residual80_highvol80_20_atr3",
    "strategies": [
      {
        "strategy": "legacy_residual80_hold",
        "label": "Legacy residual 80 + 30d hold",
        "description": "Previous production baseline: residual momentum gate/rank with 30-trading-day hold.",
        "is_production": false
      },
      {
        "strategy": "residual80_highvol80_20_hold",
        "label": "Residual/high-vol 80/20 + 30d hold",
        "description": "Promoted entry candidate before adding the ATR trailing exit.",
        "is_production": false
      },
      {
        "strategy": "residual80_highvol80_20_atr3",
        "label": "Production: residual/high-vol 80/20 + 3x ATR trail",
        "description": "The live strategy: production activation gate and Admin exit policy as currently configured, 80/20 residual/high-vol rank.",
        "is_production": true
      }
    ],
    "lookbacks": [
      {
        "lookback": "6m",
        "label": "6 months"
      },
      {
        "lookback": "1y",
        "label": "1 year"
      },
      {
        "lookback": "3y",
        "label": "3 years"
      },
      {
        "lookback": "5y",
        "label": "5 years"
      },
      {
        "lookback": "all",
        "label": "All history"
      }
    ],
    "runs": [
      {
        "strategy": "legacy_residual80_hold",
        "label": "Legacy residual 80 + 30d hold",
        "description": "Previous production baseline: residual momentum gate/rank with 30-trading-day hold.",
        "is_production": false,
        "entry_variant": "production_residual_80_fixed10",
        "exit_policy": "hold",
        "live_exit_mode": null,
        "lookback": "6m",
        "lookback_label": "6 months",
        "starting_capital": 10000.0,
        "final_equity": 14835.38,
        "total_return_pct": 48.4,
        "cagr_pct": 119.7,
        "max_drawdown_pct": 12.0,
        "sharpe": 2.54,
        "trades": 40,
        "win_rate": 37.5,
        "avg_trade_pnl": 120.88,
        "best_trade_r": 15.93,
        "worst_trade_r": -1.79,
        "best_trade_pnl": 1433.02,
        "worst_trade_pnl": -130.6,
        "avg_hold_days": 17.6,
        "exit_reasons": {
          "stop": 23,
          "time": 17
        },
        "skipped_book_full": 0,
        "spy_return_pct": 9.2,
        "yearly_returns": [
          {
            "year": 2025,
            "return_pct": 0.0
          },
          {
            "year": 2026,
            "return_pct": 48.4
          }
        ],
        "start_date": "2025-12-31",
        "end_date": "2026-07-02",
        "equity_curve": [
          {
            "date": "2025-12-31",
            "equity": 10000.0,
            "return_pct": 0.0
          },
          {
            "date": "2026-01-02",
            "equity": 10000.0,
            "return_pct": 0.0
          },
          {
            "date": "2026-01-05",
            "equity": 10000.0,
            "return_pct": 0.0
          },
          {
            "date": "2026-01-06",
            "equity": 10000.0,
            "return_pct": 0.0
          },
          {
            "date": "2026-01-07",
            "equity": 9990.01,
            "return_pct": -0.1
          },
          {
            "date": "2026-01-08",
            "equity": 9858.6,
            "return_pct": -1.41
          },
          {
            "date": "2026-01-09",
            "equity": 10028.21,
            "return_pct": 0.28
          },
          {
            "date": "2026-01-12",
            "equity": 10214.48,
            "return_pct": 2.14
          },
          {
            "date": "2026-01-13",
            "equity": 10170.81,
            "return_pct": 1.71
          },
          {
            "date": "2026-01-14",
            "equity": 10182.85,
            "return_pct": 1.83
          },
          {
            "date": "2026-01-15",
            "equity": 10252.96,
            "return_pct": 2.53
          },
          {
            "date": "2026-01-16",
            "equity": 10188.31,
            "return_pct": 1.88
          },
          {
            "date": "2026-01-20",
            "equity": 10243.71,
            "return_pct": 2.44
          },
          {
            "date": "2026-01-21",
            "equity": 10441.09,
            "return_pct": 4.41
          },
          {
            "date": "2026-01-22",
            "equity": 10483.37,
            "return_pct": 4.83
          },
          {
            "date": "2026-01-23",
            "equity": 10478.48,
            "return_pct": 4.78
          },
          {
            "date": "2026-01-26",
            "equity": 10542.78,
            "return_pct": 5.43
          },
          {
            "date": "2026-01-27",
            "equity": 10605.06,
            "return_pct": 6.05
          },
          {
            "date": "2026-01-28",
            "equity": 10823.75,
            "return_pct": 8.24
          },
          {
            "date": "2026-01-29",
            "equity": 10574.32,
            "return_pct": 5.74
          },
          {
            "date": "2026-01-30",
            "equity": 10077.92,
            "return_pct": 0.78
          },
          {
            "date": "2026-02-02",
            "equity": 10374.42,
            "return_pct": 3.74
          },
          {
            "date": "2026-02-03",
            "equity": 10565.61,
            "return_pct": 5.66
          },
          {
            "date": "2026-02-04",
            "equity": 10269.98,
            "return_pct": 2.7
          },
          {
            "date": "2026-02-05",
            "equity": 10110.71,
            "return_pct": 1.11
          },
          {
            "date": "2026-02-06",
            "equity": 10715.4,
            "return_pct": 7.15
          },
          {
            "date": "2026-02-09",
            "equity": 10884.24,
            "return_pct": 8.84
          },
          {
            "date": "2026-02-10",
            "equity": 10665.44,
            "return_pct": 6.65
          },
          {
            "date": "2026-02-11",
            "equity": 10816.11,
            "return_pct": 8.16
          },
          {
            "date": "2026-02-12",
            "equity": 10855.86,
            "return_pct": 8.56
          },
          {
            "date": "2026-02-13",
            "equity": 10937.26,
            "return_pct": 9.37
          },
          {
            "date": "2026-02-17",
            "equity": 10997.04,
            "return_pct": 9.97
          },
          {
            "date": "2026-02-18",
            "equity": 11149.81,
            "return_pct": 11.5
          },
          {
            "date": "2026-02-19",
            "equity": 11152.41,
            "return_pct": 11.52
          },
          {
            "date": "2026-02-20",
            "equity": 11254.28,
            "return_pct": 12.54
          },
          {
            "date": "2026-02-23",
            "equity": 11162.71,
            "return_pct": 11.63
          },
          {
            "date": "2026-02-24",
            "equity": 11303.14,
            "return_pct": 13.03
          },
          {
            "date": "2026-02-25",
            "equity": 11610.71,
            "return_pct": 16.11
          },
          {
            "date": "2026-02-26",
            "equity": 11295.28,
            "return_pct": 12.95
          },
          {
            "date": "2026-02-27",
            "equity": 11299.75,
            "return_pct": 13.0
          },
          {
            "date": "2026-03-02",
            "equity": 11642.32,
            "return_pct": 16.42
          },
          {
            "date": "2026-03-03",
            "equity": 11027.41,
            "return_pct": 10.27
          },
          {
            "date": "2026-03-04",
            "equity": 11034.29,
            "return_pct": 10.34
          },
          {
            "date": "2026-03-05",
            "equity": 10631.16,
            "return_pct": 6.31
          },
          {
            "date": "2026-03-06",
            "equity": 10253.61,
            "return_pct": 2.54
          },
          {
            "date": "2026-03-09",
            "equity": 10532.28,
            "return_pct": 5.32
          },
          {
            "date": "2026-03-10",
            "equity": 10622.15,
            "return_pct": 6.22
          },
          {
            "date": "2026-03-11",
            "equity": 10656.62,
            "return_pct": 6.57
          },
          {
            "date": "2026-03-12",
            "equity": 10464.53,
            "return_pct": 4.65
          },
          {
            "date": "2026-03-13",
            "equity": 10405.87,
            "return_pct": 4.06
          },
          {
            "date": "2026-03-16",
            "equity": 10523.47,
            "return_pct": 5.23
          },
          {
            "date": "2026-03-17",
            "equity": 10483.58,
            "return_pct": 4.84
          },
          {
            "date": "2026-03-18",
            "equity": 10562.82,
            "return_pct": 5.63
          },
          {
            "date": "2026-03-19",
            "equity": 10772.92,
            "return_pct": 7.73
          },
          {
            "date": "2026-03-20",
            "equity": 10540.96,
            "return_pct": 5.41
          },
          {
            "date": "2026-03-23",
            "equity": 10738.96,
            "return_pct": 7.39
          },
          {
            "date": "2026-03-24",
            "equity": 10872.42,
            "return_pct": 8.72
          },
          {
            "date": "2026-03-25",
            "equity": 10844.67,
            "return_pct": 8.45
          },
          {
            "date": "2026-03-26",
            "equity": 10557.45,
            "return_pct": 5.57
          },
          {
            "date": "2026-03-27",
            "equity": 10567.27,
            "return_pct": 5.67
          },
          {
            "date": "2026-03-30",
            "equity": 10240.31,
            "return_pct": 2.4
          },
          {
            "date": "2026-03-31",
            "equity": 10401.95,
            "return_pct": 4.02
          },
          {
            "date": "2026-04-01",
            "equity": 10483.74,
            "return_pct": 4.84
          },
          {
            "date": "2026-04-02",
            "equity": 10596.56,
            "return_pct": 5.97
          },
          {
            "date": "2026-04-06",
            "equity": 10576.73,
            "return_pct": 5.77
          },
          {
            "date": "2026-04-07",
            "equity": 10624.44,
            "return_pct": 6.24
          },
          {
            "date": "2026-04-08",
            "equity": 10985.56,
            "return_pct": 9.86
          },
          {
            "date": "2026-04-09",
            "equity": 10906.8,
            "return_pct": 9.07
          },
          {
            "date": "2026-04-10",
            "equity": 11007.87,
            "return_pct": 10.08
          },
          {
            "date": "2026-04-13",
            "equity": 10931.35,
            "return_pct": 9.31
          },
          {
            "date": "2026-04-14",
            "equity": 10955.58,
            "return_pct": 9.56
          },
          {
            "date": "2026-04-15",
            "equity": 10925.68,
            "return_pct": 9.26
          },
          {
            "date": "2026-04-16",
            "equity": 11024.22,
            "return_pct": 10.24
          },
          {
            "date": "2026-04-17",
            "equity": 11041.91,
            "return_pct": 10.42
          },
          {
            "date": "2026-04-20",
            "equity": 11069.38,
            "return_pct": 10.69
          },
          {
            "date": "2026-04-21",
            "equity": 10954.88,
            "return_pct": 9.55
          },
          {
            "date": "2026-04-22",
            "equity": 11224.04,
            "return_pct": 12.24
          },
          {
            "date": "2026-04-23",
            "equity": 11247.54,
            "return_pct": 12.48
          },
          {
            "date": "2026-04-24",
            "equity": 11333.87,
            "return_pct": 13.34
          },
          {
            "date": "2026-04-27",
            "equity": 11456.2,
            "return_pct": 14.56
          },
          {
            "date": "2026-04-28",
            "equity": 10957.95,
            "return_pct": 9.58
          },
          {
            "date": "2026-04-29",
            "equity": 11369.92,
            "return_pct": 13.7
          },
          {
            "date": "2026-04-30",
            "equity": 11647.7,
            "return_pct": 16.48
          },
          {
            "date": "2026-05-01",
            "equity": 12012.57,
            "return_pct": 20.13
          },
          {
            "date": "2026-05-04",
            "equity": 12237.43,
            "return_pct": 22.37
          },
          {
            "date": "2026-05-05",
            "equity": 12943.85,
            "return_pct": 29.44
          },
          {
            "date": "2026-05-06",
            "equity": 13379.28,
            "return_pct": 33.79
          },
          {
            "date": "2026-05-07",
            "equity": 12812.42,
            "return_pct": 28.12
          },
          {
            "date": "2026-05-08",
            "equity": 13503.19,
            "return_pct": 35.03
          },
          {
            "date": "2026-05-11",
            "equity": 14233.75,
            "return_pct": 42.34
          },
          {
            "date": "2026-05-12",
            "equity": 13771.67,
            "return_pct": 37.72
          },
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        ]
      },
      {
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        ],
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            "date": "2021-07-06",
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            "date": "2021-10-26",
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            "date": "2021-10-29",
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          {
            "date": "2021-11-01",
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          {
            "date": "2021-11-02",
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            "return_pct": 0.0
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            "date": "2021-11-03",
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            "return_pct": 0.0
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            "date": "2021-11-04",
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            "date": "2021-11-05",
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            "date": "2021-11-08",
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            "date": "2021-11-09",
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            "date": "2021-11-10",
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            "date": "2021-11-11",
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            "date": "2021-11-12",
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            "date": "2021-11-15",
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          {
            "date": "2021-11-16",
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          {
            "date": "2021-11-17",
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            "date": "2026-06-24",
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            "date": "2026-06-25",
            "equity": 11834.96,
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            "date": "2026-06-26",
            "equity": 11749.38,
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      },
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          },
          {
            "date": "2026-04-29",
            "equity": 18693.81,
            "return_pct": 86.94
          },
          {
            "date": "2026-04-30",
            "equity": 18879.81,
            "return_pct": 88.8
          },
          {
            "date": "2026-05-01",
            "equity": 18932.09,
            "return_pct": 89.32
          },
          {
            "date": "2026-05-04",
            "equity": 18862.73,
            "return_pct": 88.63
          },
          {
            "date": "2026-05-05",
            "equity": 19014.05,
            "return_pct": 90.14
          },
          {
            "date": "2026-05-06",
            "equity": 19278.34,
            "return_pct": 92.78
          },
          {
            "date": "2026-05-07",
            "equity": 19219.23,
            "return_pct": 92.19
          },
          {
            "date": "2026-05-08",
            "equity": 19377.91,
            "return_pct": 93.78
          },
          {
            "date": "2026-05-11",
            "equity": 19422.04,
            "return_pct": 94.22
          },
          {
            "date": "2026-05-12",
            "equity": 19392.62,
            "return_pct": 93.93
          },
          {
            "date": "2026-05-13",
            "equity": 19501.12,
            "return_pct": 95.01
          },
          {
            "date": "2026-05-14",
            "equity": 19655.06,
            "return_pct": 96.55
          },
          {
            "date": "2026-05-15",
            "equity": 19418.63,
            "return_pct": 94.19
          },
          {
            "date": "2026-05-18",
            "equity": 19404.97,
            "return_pct": 94.05
          },
          {
            "date": "2026-05-19",
            "equity": 19275.71,
            "return_pct": 92.76
          },
          {
            "date": "2026-05-20",
            "equity": 19473.27,
            "return_pct": 94.73
          },
          {
            "date": "2026-05-21",
            "equity": 19511.89,
            "return_pct": 95.12
          },
          {
            "date": "2026-05-22",
            "equity": 19588.6,
            "return_pct": 95.89
          },
          {
            "date": "2026-05-26",
            "equity": 19718.64,
            "return_pct": 97.19
          },
          {
            "date": "2026-05-27",
            "equity": 19715.22,
            "return_pct": 97.15
          },
          {
            "date": "2026-05-28",
            "equity": 19823.99,
            "return_pct": 98.24
          },
          {
            "date": "2026-05-29",
            "equity": 19873.37,
            "return_pct": 98.73
          },
          {
            "date": "2026-06-01",
            "equity": 19927.49,
            "return_pct": 99.27
          },
          {
            "date": "2026-06-02",
            "equity": 19954.55,
            "return_pct": 99.55
          },
          {
            "date": "2026-06-03",
            "equity": 19814.53,
            "return_pct": 98.15
          },
          {
            "date": "2026-06-04",
            "equity": 19889.4,
            "return_pct": 98.89
          },
          {
            "date": "2026-06-05",
            "equity": 19376.07,
            "return_pct": 93.76
          },
          {
            "date": "2026-06-08",
            "equity": 19419.94,
            "return_pct": 94.2
          },
          {
            "date": "2026-06-09",
            "equity": 19362.93,
            "return_pct": 93.63
          },
          {
            "date": "2026-06-10",
            "equity": 19057.66,
            "return_pct": 90.58
          },
          {
            "date": "2026-06-11",
            "equity": 19381.58,
            "return_pct": 93.82
          },
          {
            "date": "2026-06-12",
            "equity": 19486.4,
            "return_pct": 94.86
          },
          {
            "date": "2026-06-15",
            "equity": 19830.03,
            "return_pct": 98.3
          },
          {
            "date": "2026-06-16",
            "equity": 19711.81,
            "return_pct": 97.12
          },
          {
            "date": "2026-06-17",
            "equity": 19465.65,
            "return_pct": 94.66
          },
          {
            "date": "2026-06-18",
            "equity": 19617.5,
            "return_pct": 96.17
          },
          {
            "date": "2026-06-22",
            "equity": 19555.76,
            "return_pct": 95.56
          },
          {
            "date": "2026-06-23",
            "equity": 19271.77,
            "return_pct": 92.72
          },
          {
            "date": "2026-06-24",
            "equity": 19262.84,
            "return_pct": 92.63
          },
          {
            "date": "2026-06-25",
            "equity": 19290.69,
            "return_pct": 92.91
          },
          {
            "date": "2026-06-26",
            "equity": 19151.19,
            "return_pct": 91.51
          },
          {
            "date": "2026-06-29",
            "equity": 19466.7,
            "return_pct": 94.67
          },
          {
            "date": "2026-06-30",
            "equity": 19618.28,
            "return_pct": 96.18
          },
          {
            "date": "2026-07-01",
            "equity": 19591.75,
            "return_pct": 95.92
          },
          {
            "date": "2026-07-02",
            "equity": 19566.01,
            "return_pct": 95.66
          }
        ]
      }
    ],
    "note": "Portfolio monitor runs supported named strategies across cached lookbacks. Local snapshot backtests remain the research surface for broad variant sweeps."
  },
  "signal_eval": [
    {
      "signal": "vol_6m",
      "weeks": 39,
      "avg_cross_section": 498.2,
      "mean_ic": 0.0609,
      "ic_t_stat": 1.48,
      "ic_positive_pct": 64.1,
      "mean_quintile_spread": 0.0337,
      "reliable": true
    },
    {
      "signal": "mom_12_1_resid",
      "weeks": 35,
      "avg_cross_section": 497.7,
      "mean_ic": 0.0552,
      "ic_t_stat": 1.98,
      "ic_positive_pct": 60.0,
      "mean_quintile_spread": 0.0207,
      "reliable": true
    },
    {
      "signal": "mom_12_1",
      "weeks": 35,
      "avg_cross_section": 497.7,
      "mean_ic": 0.0531,
      "ic_t_stat": 1.61,
      "ic_positive_pct": 65.7,
      "mean_quintile_spread": 0.0206,
      "reliable": true
    },
    {
      "signal": "trend_200",
      "weeks": 37,
      "avg_cross_section": 497.9,
      "mean_ic": 0.0161,
      "ic_t_stat": 0.44,
      "ic_positive_pct": 59.5,
      "mean_quintile_spread": 0.006,
      "reliable": true
    },
    {
      "signal": "reversal_1m",
      "weeks": 43,
      "avg_cross_section": 498.7,
      "mean_ic": 0.0059,
      "ic_t_stat": 0.22,
      "ic_positive_pct": 53.5,
      "mean_quintile_spread": 0.0053,
      "reliable": true
    },
    {
      "signal": "mom_6_1",
      "weeks": 39,
      "avg_cross_section": 498.2,
      "mean_ic": 0.0051,
      "ic_t_stat": 0.21,
      "ic_positive_pct": 56.4,
      "mean_quintile_spread": 0.0087,
      "reliable": true
    },
    {
      "signal": "mom_3_1",
      "weeks": 42,
      "avg_cross_section": 498.5,
      "mean_ic": -0.0064,
      "ic_t_stat": -0.25,
      "ic_positive_pct": 50.0,
      "mean_quintile_spread": 0.0046,
      "reliable": true
    },
    {
      "signal": "high_52w",
      "weeks": 35,
      "avg_cross_section": 497.7,
      "mean_ic": -0.0086,
      "ic_t_stat": -0.26,
      "ic_positive_pct": 54.3,
      "mean_quintile_spread": -0.0088,
      "reliable": true
    }
  ],
  "signal_eval_note": "Cross-sectional rank-IC of price-only signals vs the forward 30-day return (min 20 names/window). |IC| \u2273 0.03 with a consistent sign is a real (if small) edge; near 0 means ranking on it sorts nothing. Momentum factors and high_52w are expected positive; reversal_1m and vol_6m expected negative (mean-reversion / low-vol anomaly). IC is measured on non-overlapping windows; signals with fewer than 12 independent windows are flagged unreliable (too few regimes \u2014 deepen history with the Data Backfill job).",
  "note": "Sentiment & fundamentals held neutral (no point-in-time history). Stops fill at the worse of the stop or the bar's open (gaps through the stop are modeled, so a loss can exceed \u22121R); targets never fill better than their level. ~6 months \u2248 one market regime \u2014 treat as directional, not gospel.",
  "recommendation": {
    "headline": "Production baseline: residual/high-vol 80/20 entry rank with a 3x ATR trailing exit and 30-trading-day max hold.",
    "items": [
      {
        "topic": "production",
        "text": "Production monitor (All history): +58.6% CAGR, Sharpe 1.82, max drawdown -21.0%."
      },
      {
        "topic": "exit",
        "text": "Legacy exit diagnostic: hold 30 trading days with the initial stop (+0.28R net/trade vs +0.02R for the S/R target exit). The simulated book agrees: +51.5% vs +22.2% CAGR at similar drawdown."
      },
      {
        "topic": "gate",
        "text": "Gate: the confidence floor adds nothing \u2014 dropping it costs +0.01R/trade and adds 654 trades."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the R:R floor (worth +0.04R/trade under the hold exit)."
      },
      {
        "topic": "gate",
        "text": "Gate: the NEUTRAL exclusion adds nothing \u2014 dropping it costs -0.04R/trade and adds 2029 trades."
      },
      {
        "topic": "cutoff",
        "text": "Residual-momentum cutoff: 90 has the best per-trade net (+0.06R over 2147 setups)."
      },
      {
        "topic": "benchmark",
        "text": "Book vs SPY: beats buy-and-hold by +333.9 points (+429.6% vs +95.7%), max drawdown \u221225.6%."
      },
      {
        "topic": "robustness",
        "text": "Robustness WARNING: without the top 5% of winners the edge disappears (-0.13R net/trade under the recommended 30d hold) \u2014 outlier-dependent, treat the headline expectancy with caution."
      }
    ],
    "note": "Derived from this report's numbers on every run \u2014 the advice flips if the data does."
  },
  "research_recommendation": {
    "items": [
      {
        "topic": "capacity_15",
        "candidate": false,
        "text": "Max-15 capacity is not needed yet: Sharpe 1.61 vs 1.61, CAGR +51.5% vs +51.5%, skipped 0 vs 106."
      },
      {
        "topic": "cutoff_90",
        "candidate": false,
        "text": "Cutoff 90 stays research-only: Raw 90 / max 10 Sharpe 1.55 vs 1.61, drawdown 21.0% vs 25.6%, CAGR +49.3% vs +51.5%."
      },
      {
        "topic": "low_vol_overlay",
        "candidate": false,
        "text": "Low-vol overlay stays research-only: Residual 80 + low-vol 70 / max 10 Sharpe 0.23 vs 1.61, drawdown 14.6% vs 25.6%, CAGR +1.9% vs +51.5%."
      },
      {
        "topic": "high_vol_overlay",
        "candidate": true,
        "text": "High-vol overlay is a promotion candidate: Residual 80 + high-vol 50 / max 10 Sharpe 1.90 vs 1.61, drawdown 22.5% vs 25.6%, CAGR +65.0% vs +51.5%."
      }
    ],
    "note": "Residual 12-1 momentum is now the production activation rank. Remaining rows are research comparisons only."
  }
}