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  "min_momentum_percentile": 80.0,
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    {
      "regime_filter": "off",
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      "total_return_pct": 315.4,
      "cagr_pct": 42.6,
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      ],
      "start_date": "2022-06-28",
      "end_date": "2026-07-02"
    },
    {
      "regime_filter": "entry",
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      "final_equity": 23837.52,
      "total_return_pct": 138.4,
      "cagr_pct": 24.2,
      "max_drawdown_pct": 23.0,
      "sharpe": 1.26,
      "trades": 311,
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      "avg_trade_pnl": 44.49,
      "best_trade_r": 10.21,
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      "best_trade_pnl": 1755.91,
      "worst_trade_pnl": -386.0,
      "avg_hold_days": 14.3,
      "exit_reasons": {
        "stop": 146,
        "time": 63,
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      "skipped_book_full": 0,
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      "yearly_returns": [
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      "start_date": "2022-06-28",
      "end_date": "2026-07-02"
    },
    {
      "regime_filter": "flat",
      "starting_capital": 10000.0,
      "final_equity": 23229.66,
      "total_return_pct": 132.3,
      "cagr_pct": 23.4,
      "max_drawdown_pct": 22.3,
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      "win_rate": 34.0,
      "avg_trade_pnl": 42.4,
      "best_trade_r": 10.21,
      "worst_trade_r": -2.16,
      "best_trade_pnl": 1695.82,
      "worst_trade_pnl": -376.16,
      "avg_hold_days": 13.7,
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      "skipped_book_full": 0,
      "spy_return_pct": 95.7,
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      "start_date": "2022-06-28",
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    }
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      "hit_rate": 36.5,
      "avg_r": 0.187,
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      "wins": 471,
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      "hit_rate": 37.1,
      "avg_r": 0.197,
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      "net_avg_r_ex_top5": -0.009
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      "min_momentum_percentile": 70.0,
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      "hit_rate": 34.8,
      "avg_r": 0.121,
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      "net_avg_r": 0.073,
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      "median_net_r": -1.037,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.086
    },
    {
      "min_momentum_percentile": 60.0,
      "total": 3424,
      "wins": 1034,
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      "expired": 366,
      "hit_rate": 33.8,
      "avg_r": 0.091,
      "total_r": 312.08,
      "net_avg_r": 0.041,
      "net_total_r": 140.92,
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      "worst_r": -4.21,
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      "net_r_per_day": 0.0034,
      "median_net_r": -1.04,
      "profit_factor": 1.06,
      "net_avg_r_ex_top5": -0.115
    },
    {
      "min_momentum_percentile": 50.0,
      "total": 4700,
      "wins": 1384,
      "losses": 2797,
      "expired": 519,
      "hit_rate": 33.1,
      "avg_r": 0.067,
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      "profit_factor": 1.02,
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    {
      "min_momentum_percentile": 0.0,
      "total": 17100,
      "wins": 4186,
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      "expired": 1963,
      "hit_rate": 27.7,
      "avg_r": -0.092,
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      "wins": 471,
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      "expired": 158,
      "hit_rate": 37.1,
      "avg_r": 0.197,
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      "net_avg_r": 0.151,
      "net_total_r": 215.91,
      "best_r": 8.85,
      "worst_r": -3.91,
      "avg_hold_days": 11.9,
      "net_r_per_day": 0.0127,
      "median_net_r": -1.03,
      "profit_factor": 1.24,
      "net_avg_r_ex_top5": -0.009,
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      "hold_avg_r": 0.555,
      "hold_net_avg_r": 0.509,
      "hold_total_r": 792.41
    },
    {
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      "total": 1428,
      "wins": 471,
      "losses": 799,
      "expired": 158,
      "hit_rate": 37.1,
      "avg_r": 0.197,
      "total_r": 281.38,
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      "worst_r": -3.91,
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      "profit_factor": 1.24,
      "net_avg_r_ex_top5": -0.009,
      "hold_days": 30,
      "hold_avg_r": 0.555,
      "hold_net_avg_r": 0.509,
      "hold_total_r": 792.41
    },
    {
      "variant": "no_rr_floor",
      "total": 6876,
      "wins": 3102,
      "losses": 3512,
      "expired": 262,
      "hit_rate": 46.9,
      "avg_r": 0.111,
      "total_r": 759.95,
      "net_avg_r": 0.059,
      "net_total_r": 407.72,
      "best_r": 8.85,
      "worst_r": -5.16,
      "avg_hold_days": 8.4,
      "net_r_per_day": 0.0071,
      "median_net_r": -1.021,
      "profit_factor": 1.1,
      "net_avg_r_ex_top5": -0.068,
      "hold_days": 30,
      "hold_avg_r": 0.352,
      "hold_net_avg_r": 0.301,
      "hold_total_r": 2420.39
    },
    {
      "variant": "no_neutral_exclusion",
      "total": 3901,
      "wins": 1256,
      "losses": 2201,
      "expired": 444,
      "hit_rate": 36.3,
      "avg_r": 0.158,
      "total_r": 618.18,
      "net_avg_r": 0.113,
      "net_total_r": 439.65,
      "best_r": 8.85,
      "worst_r": -4.74,
      "avg_hold_days": 12.5,
      "net_r_per_day": 0.009,
      "median_net_r": -1.031,
      "profit_factor": 1.18,
      "net_avg_r_ex_top5": -0.036,
      "hold_days": 30,
      "hold_avg_r": 0.503,
      "hold_net_avg_r": 0.457,
      "hold_total_r": 1962.48
    },
    {
      "variant": "momentum_only",
      "total": 14696,
      "wins": 6198,
      "losses": 7750,
      "expired": 748,
      "hit_rate": 44.4,
      "avg_r": 0.115,
      "total_r": 1684.21,
      "net_avg_r": 0.065,
      "net_total_r": 951.49,
      "best_r": 8.85,
      "worst_r": -5.71,
      "avg_hold_days": 9.4,
      "net_r_per_day": 0.0069,
      "median_net_r": -1.025,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.062,
      "hold_days": 30,
      "hold_avg_r": 0.395,
      "hold_net_avg_r": 0.345,
      "hold_total_r": 5798.82
    }
  ],
  "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": 1428,
      "wins": 777,
      "win_rate": 54.4,
      "avg_r": 0.159,
      "total_r": 226.99,
      "net_avg_r": 0.113,
      "net_total_r": 161.52,
      "best_r": 5.84,
      "worst_r": -2.51,
      "avg_hold_days": 4.5,
      "net_r_per_day": 0.0252,
      "median_net_r": 0.094,
      "profit_factor": 1.31,
      "net_avg_r_ex_top5": -0.021
    },
    {
      "hold_days": 10,
      "total": 1428,
      "wins": 719,
      "win_rate": 50.4,
      "avg_r": 0.309,
      "total_r": 441.47,
      "net_avg_r": 0.263,
      "net_total_r": 376.0,
      "best_r": 7.53,
      "worst_r": -2.51,
      "avg_hold_days": 7.8,
      "net_r_per_day": 0.0338,
      "median_net_r": -0.024,
      "profit_factor": 1.55,
      "net_avg_r_ex_top5": 0.068
    },
    {
      "hold_days": 21,
      "total": 1428,
      "wins": 616,
      "win_rate": 43.1,
      "avg_r": 0.448,
      "total_r": 639.27,
      "net_avg_r": 0.402,
      "net_total_r": 573.81,
      "best_r": 9.86,
      "worst_r": -3.91,
      "avg_hold_days": 13.5,
      "net_r_per_day": 0.0298,
      "median_net_r": -1.028,
      "profit_factor": 1.66,
      "net_avg_r_ex_top5": 0.113
    },
    {
      "hold_days": 30,
      "total": 1428,
      "wins": 542,
      "win_rate": 38.0,
      "avg_r": 0.555,
      "total_r": 792.41,
      "net_avg_r": 0.509,
      "net_total_r": 726.95,
      "best_r": 12.87,
      "worst_r": -3.91,
      "avg_hold_days": 17.4,
      "net_r_per_day": 0.0293,
      "median_net_r": -1.034,
      "profit_factor": 1.76,
      "net_avg_r_ex_top5": 0.136
    }
  ],
  "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": 23646.77,
        "total_return_pct": 136.5,
        "cagr_pct": 23.9,
        "max_drawdown_pct": 24.3,
        "sharpe": 1.2,
        "trades": 465,
        "win_rate": 40.2,
        "avg_trade_pnl": 29.35,
        "best_trade_r": 8.85,
        "worst_trade_r": -2.68,
        "best_trade_pnl": 1084.03,
        "worst_trade_pnl": -438.05,
        "avg_hold_days": 10.8,
        "exit_reasons": {
          "stop": 270,
          "target": 157,
          "time": 38
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 18.1
          },
          {
            "year": 2023,
            "return_pct": 2.3
          },
          {
            "year": 2024,
            "return_pct": 43.0
          },
          {
            "year": 2025,
            "return_pct": 30.1
          },
          {
            "year": 2026,
            "return_pct": 5.2
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "policy": "hold",
        "starting_capital": 10000.0,
        "final_equity": 33140.99,
        "total_return_pct": 231.4,
        "cagr_pct": 34.8,
        "max_drawdown_pct": 24.4,
        "sharpe": 1.51,
        "trades": 339,
        "win_rate": 36.9,
        "avg_trade_pnl": 68.26,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.23,
        "best_trade_pnl": 3473.45,
        "worst_trade_pnl": -485.17,
        "avg_hold_days": 16.7,
        "exit_reasons": {
          "stop": 204,
          "time": 135
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 17.4
          },
          {
            "year": 2023,
            "return_pct": 10.0
          },
          {
            "year": 2024,
            "return_pct": 41.0
          },
          {
            "year": 2025,
            "return_pct": 48.1
          },
          {
            "year": 2026,
            "return_pct": 22.9
          }
        ],
        "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": 33140.99,
        "total_return_pct": 231.4,
        "cagr_pct": 34.8,
        "max_drawdown_pct": 24.4,
        "sharpe": 1.51,
        "trades": 339,
        "win_rate": 36.9,
        "avg_trade_pnl": 68.26,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.23,
        "best_trade_pnl": 3473.45,
        "worst_trade_pnl": -485.17,
        "avg_hold_days": 16.7,
        "exit_reasons": {
          "stop": 204,
          "time": 135
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 17.4
          },
          {
            "year": 2023,
            "return_pct": 10.0
          },
          {
            "year": 2024,
            "return_pct": 41.0
          },
          {
            "year": 2025,
            "return_pct": 48.1
          },
          {
            "year": 2026,
            "return_pct": 22.9
          }
        ],
        "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,
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        "best_trade_pnl": 4241.03,
        "worst_trade_pnl": -2017.48,
        "avg_hold_days": 16.5,
        "exit_reasons": {
          "stop": 304,
          "time": 187
        },
        "skipped_book_full": 526,
        "spy_return_pct": 56.2,
        "yearly_returns": [
          {
            "year": 2021,
            "return_pct": -0.8
          },
          {
            "year": 2022,
            "return_pct": -26.7
          },
          {
            "year": 2023,
            "return_pct": 88.7
          },
          {
            "year": 2024,
            "return_pct": 73.3
          },
          {
            "year": 2025,
            "return_pct": 43.0
          },
          {
            "year": 2026,
            "return_pct": 24.8
          }
        ],
        "start_date": "2021-12-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "highvol90_fixed10",
        "label": "High-vol 90 / max 10",
        "ranking": "high_vol",
        "cutoff": 90.0,
        "filters": [
          {
            "percentile_key": "vol_6m_percentile",
            "cutoff": 90.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 33862.01,
        "total_return_pct": 238.6,
        "cagr_pct": 31.1,
        "max_drawdown_pct": 39.7,
        "sharpe": 1.05,
        "trades": 463,
        "win_rate": 32.4,
        "avg_trade_pnl": 51.54,
        "best_trade_r": 12.87,
        "worst_trade_r": -6.58,
        "best_trade_pnl": 3417.68,
        "worst_trade_pnl": -1768.31,
        "avg_hold_days": 16.3,
        "exit_reasons": {
          "stop": 294,
          "time": 169
        },
        "skipped_book_full": 228,
        "spy_return_pct": 56.2,
        "yearly_returns": [
          {
            "year": 2021,
            "return_pct": -1.6
          },
          {
            "year": 2022,
            "return_pct": -30.7
          },
          {
            "year": 2023,
            "return_pct": 96.2
          },
          {
            "year": 2024,
            "return_pct": 53.0
          },
          {
            "year": 2025,
            "return_pct": 44.3
          },
          {
            "year": 2026,
            "return_pct": 14.6
          }
        ],
        "start_date": "2021-12-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "lowvol80_fixed10",
        "label": "Low-vol 80 / max 10",
        "ranking": "low_vol",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "low_vol_6m_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 10176.3,
        "total_return_pct": 1.8,
        "cagr_pct": 0.4,
        "max_drawdown_pct": 23.1,
        "sharpe": 0.09,
        "trades": 257,
        "win_rate": 30.7,
        "avg_trade_pnl": 0.69,
        "best_trade_r": 8.89,
        "worst_trade_r": -2.77,
        "best_trade_pnl": 591.16,
        "worst_trade_pnl": -184.29,
        "avg_hold_days": 16.5,
        "exit_reasons": {
          "stop": 170,
          "time": 87
        },
        "skipped_book_full": 0,
        "spy_return_pct": 56.2,
        "yearly_returns": [
          {
            "year": 2021,
            "return_pct": 0.3
          },
          {
            "year": 2022,
            "return_pct": 9.1
          },
          {
            "year": 2023,
            "return_pct": -1.5
          },
          {
            "year": 2024,
            "return_pct": -3.0
          },
          {
            "year": 2025,
            "return_pct": -8.2
          },
          {
            "year": 2026,
            "return_pct": 6.1
          }
        ],
        "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": 37645.67,
        "total_return_pct": 276.5,
        "cagr_pct": 39.2,
        "max_drawdown_pct": 23.9,
        "sharpe": 1.55,
        "trades": 345,
        "win_rate": 36.8,
        "avg_trade_pnl": 80.13,
        "best_trade_r": 12.87,
        "worst_trade_r": -3.91,
        "best_trade_pnl": 3837.14,
        "worst_trade_pnl": -570.03,
        "avg_hold_days": 16.9,
        "exit_reasons": {
          "stop": 205,
          "time": 140
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 11.0
          },
          {
            "year": 2023,
            "return_pct": 28.3
          },
          {
            "year": 2024,
            "return_pct": 29.9
          },
          {
            "year": 2025,
            "return_pct": 55.4
          },
          {
            "year": 2026,
            "return_pct": 30.9
          }
        ],
        "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": 38595.83,
        "total_return_pct": 286.0,
        "cagr_pct": 40.0,
        "max_drawdown_pct": 23.8,
        "sharpe": 1.64,
        "trades": 449,
        "win_rate": 29.8,
        "avg_trade_pnl": 63.69,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.45,
        "best_trade_pnl": 4299.76,
        "worst_trade_pnl": -452.35,
        "avg_hold_days": 11.3,
        "exit_reasons": {
          "sma50": 210,
          "stop": 140,
          "time": 99
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 3.9
          },
          {
            "year": 2023,
            "return_pct": 17.7
          },
          {
            "year": 2024,
            "return_pct": 71.7
          },
          {
            "year": 2025,
            "return_pct": 48.3
          },
          {
            "year": 2026,
            "return_pct": 23.9
          }
        ],
        "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": 38054.08,
        "total_return_pct": 280.5,
        "cagr_pct": 39.5,
        "max_drawdown_pct": 25.0,
        "sharpe": 1.53,
        "trades": 353,
        "win_rate": 36.0,
        "avg_trade_pnl": 79.47,
        "best_trade_r": 12.87,
        "worst_trade_r": -3.91,
        "best_trade_pnl": 3878.79,
        "worst_trade_pnl": -403.3,
        "avg_hold_days": 16.5,
        "exit_reasons": {
          "low20": 27,
          "stop": 201,
          "time": 125
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.2
          },
          {
            "year": 2023,
            "return_pct": 31.7
          },
          {
            "year": 2024,
            "return_pct": 25.9
          },
          {
            "year": 2025,
            "return_pct": 51.1
          },
          {
            "year": 2026,
            "return_pct": 35.4
          }
        ],
        "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": 37645.67,
        "total_return_pct": 276.5,
        "cagr_pct": 39.2,
        "max_drawdown_pct": 23.9,
        "sharpe": 1.55,
        "trades": 345,
        "win_rate": 36.8,
        "avg_trade_pnl": 80.13,
        "best_trade_r": 12.87,
        "worst_trade_r": -3.91,
        "best_trade_pnl": 3837.14,
        "worst_trade_pnl": -570.03,
        "avg_hold_days": 16.9,
        "exit_reasons": {
          "stop": 205,
          "time": 140
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 11.0
          },
          {
            "year": 2023,
            "return_pct": 28.3
          },
          {
            "year": 2024,
            "return_pct": 29.9
          },
          {
            "year": 2025,
            "return_pct": 55.4
          },
          {
            "year": 2026,
            "return_pct": 30.9
          }
        ],
        "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": 43661.53,
        "total_return_pct": 336.6,
        "cagr_pct": 44.4,
        "max_drawdown_pct": 23.8,
        "sharpe": 1.72,
        "trades": 376,
        "win_rate": 35.1,
        "avg_trade_pnl": 89.53,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.45,
        "best_trade_pnl": 4406.79,
        "worst_trade_pnl": -769.81,
        "avg_hold_days": 14.7,
        "exit_reasons": {
          "stop": 184,
          "time": 83,
          "trailing_stop": 109
        },
        "skipped_book_full": 30,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.0
          },
          {
            "year": 2023,
            "return_pct": 36.6
          },
          {
            "year": 2024,
            "return_pct": 40.3
          },
          {
            "year": 2025,
            "return_pct": 52.5
          },
          {
            "year": 2026,
            "return_pct": 33.5
          }
        ],
        "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": "Residual gate, 80/20 residual/high-vol rank, 3x ATR trailing stop.",
        "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",
        "lookback": "6m",
        "lookback_label": "6 months",
        "starting_capital": 10000.0,
        "final_equity": 12261.14,
        "total_return_pct": 22.6,
        "cagr_pct": 50.2,
        "max_drawdown_pct": 8.7,
        "sharpe": 2.04,
        "trades": 34,
        "win_rate": 44.1,
        "avg_trade_pnl": 66.5,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.79,
        "best_trade_pnl": 1332.91,
        "worst_trade_pnl": -188.62,
        "avg_hold_days": 17.2,
        "exit_reasons": {
          "stop": 18,
          "time": 16
        },
        "skipped_book_full": 0,
        "spy_return_pct": 9.2,
        "yearly_returns": [
          {
            "year": 2025,
            "return_pct": 0.0
          },
          {
            "year": 2026,
            "return_pct": 22.6
          }
        ],
        "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": 10077.54,
            "return_pct": 0.78
          },
          {
            "date": "2026-01-09",
            "equity": 9993.84,
            "return_pct": -0.06
          },
          {
            "date": "2026-01-12",
            "equity": 10194.13,
            "return_pct": 1.94
          },
          {
            "date": "2026-01-13",
            "equity": 10358.65,
            "return_pct": 3.59
          },
          {
            "date": "2026-01-14",
            "equity": 10344.26,
            "return_pct": 3.44
          },
          {
            "date": "2026-01-15",
            "equity": 10432.2,
            "return_pct": 4.32
          },
          {
            "date": "2026-01-16",
            "equity": 10197.45,
            "return_pct": 1.97
          },
          {
            "date": "2026-01-20",
            "equity": 10274.05,
            "return_pct": 2.74
          },
          {
            "date": "2026-01-21",
            "equity": 10530.96,
            "return_pct": 5.31
          },
          {
            "date": "2026-01-22",
            "equity": 10633.6,
            "return_pct": 6.34
          },
          {
            "date": "2026-01-23",
            "equity": 10703.0,
            "return_pct": 7.03
          },
          {
            "date": "2026-01-26",
            "equity": 10736.0,
            "return_pct": 7.36
          },
          {
            "date": "2026-01-27",
            "equity": 10497.12,
            "return_pct": 4.97
          },
          {
            "date": "2026-01-28",
            "equity": 10364.83,
            "return_pct": 3.65
          },
          {
            "date": "2026-01-29",
            "equity": 10378.86,
            "return_pct": 3.79
          },
          {
            "date": "2026-01-30",
            "equity": 10281.79,
            "return_pct": 2.82
          },
          {
            "date": "2026-02-02",
            "equity": 10386.75,
            "return_pct": 3.87
          },
          {
            "date": "2026-02-03",
            "equity": 10596.39,
            "return_pct": 5.96
          },
          {
            "date": "2026-02-04",
            "equity": 10559.02,
            "return_pct": 5.59
          },
          {
            "date": "2026-02-05",
            "equity": 10306.88,
            "return_pct": 3.07
          },
          {
            "date": "2026-02-06",
            "equity": 10496.08,
            "return_pct": 4.96
          },
          {
            "date": "2026-02-09",
            "equity": 10606.94,
            "return_pct": 6.07
          },
          {
            "date": "2026-02-10",
            "equity": 10799.93,
            "return_pct": 8.0
          },
          {
            "date": "2026-02-11",
            "equity": 11020.86,
            "return_pct": 10.21
          },
          {
            "date": "2026-02-12",
            "equity": 10714.34,
            "return_pct": 7.14
          },
          {
            "date": "2026-02-13",
            "equity": 10845.66,
            "return_pct": 8.46
          },
          {
            "date": "2026-02-17",
            "equity": 10858.61,
            "return_pct": 8.59
          },
          {
            "date": "2026-02-18",
            "equity": 10849.33,
            "return_pct": 8.49
          },
          {
            "date": "2026-02-19",
            "equity": 10760.21,
            "return_pct": 7.6
          },
          {
            "date": "2026-02-20",
            "equity": 10731.01,
            "return_pct": 7.31
          },
          {
            "date": "2026-02-23",
            "equity": 10620.31,
            "return_pct": 6.2
          },
          {
            "date": "2026-02-24",
            "equity": 10754.81,
            "return_pct": 7.55
          },
          {
            "date": "2026-02-25",
            "equity": 10671.57,
            "return_pct": 6.72
          },
          {
            "date": "2026-02-26",
            "equity": 10662.19,
            "return_pct": 6.62
          },
          {
            "date": "2026-02-27",
            "equity": 10664.65,
            "return_pct": 6.65
          },
          {
            "date": "2026-03-02",
            "equity": 10541.31,
            "return_pct": 5.41
          },
          {
            "date": "2026-03-03",
            "equity": 10363.98,
            "return_pct": 3.64
          },
          {
            "date": "2026-03-04",
            "equity": 10502.86,
            "return_pct": 5.03
          },
          {
            "date": "2026-03-05",
            "equity": 10377.07,
            "return_pct": 3.77
          },
          {
            "date": "2026-03-06",
            "equity": 10366.49,
            "return_pct": 3.66
          },
          {
            "date": "2026-03-09",
            "equity": 10423.1,
            "return_pct": 4.23
          },
          {
            "date": "2026-03-10",
            "equity": 10361.44,
            "return_pct": 3.61
          },
          {
            "date": "2026-03-11",
            "equity": 10409.91,
            "return_pct": 4.1
          },
          {
            "date": "2026-03-12",
            "equity": 10431.57,
            "return_pct": 4.32
          },
          {
            "date": "2026-03-13",
            "equity": 10389.73,
            "return_pct": 3.9
          },
          {
            "date": "2026-03-16",
            "equity": 10405.51,
            "return_pct": 4.06
          },
          {
            "date": "2026-03-17",
            "equity": 10511.87,
            "return_pct": 5.12
          },
          {
            "date": "2026-03-18",
            "equity": 10380.6,
            "return_pct": 3.81
          },
          {
            "date": "2026-03-19",
            "equity": 10305.53,
            "return_pct": 3.06
          },
          {
            "date": "2026-03-20",
            "equity": 10061.2,
            "return_pct": 0.61
          },
          {
            "date": "2026-03-23",
            "equity": 10203.07,
            "return_pct": 2.03
          },
          {
            "date": "2026-03-24",
            "equity": 10274.96,
            "return_pct": 2.75
          },
          {
            "date": "2026-03-25",
            "equity": 10425.58,
            "return_pct": 4.26
          },
          {
            "date": "2026-03-26",
            "equity": 10293.95,
            "return_pct": 2.94
          },
          {
            "date": "2026-03-27",
            "equity": 10225.09,
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            "date": "2026-06-03",
            "equity": 12156.34,
            "return_pct": 21.56
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            "date": "2026-06-04",
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            "return_pct": 22.02
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            "date": "2026-06-05",
            "equity": 11887.34,
            "return_pct": 18.87
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            "date": "2026-06-08",
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            "return_pct": 19.14
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            "return_pct": 18.79
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            "return_pct": 16.92
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            "return_pct": 18.91
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            "date": "2026-06-12",
            "equity": 11955.03,
            "return_pct": 19.55
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            "date": "2026-06-15",
            "equity": 12165.85,
            "return_pct": 21.66
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            "date": "2026-06-16",
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            "date": "2026-06-17",
            "equity": 11942.3,
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          {
            "date": "2026-06-18",
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            "return_pct": 20.35
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          {
            "date": "2026-06-22",
            "equity": 11997.58,
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          {
            "date": "2026-06-23",
            "equity": 11823.35,
            "return_pct": 18.23
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            "date": "2026-06-24",
            "equity": 11817.87,
            "return_pct": 18.18
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          {
            "date": "2026-06-25",
            "equity": 11834.96,
            "return_pct": 18.35
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          {
            "date": "2026-06-26",
            "equity": 11749.38,
            "return_pct": 17.49
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            "date": "2026-06-29",
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            "date": "2026-07-02",
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        ]
      },
      {
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        "entry_variant": "production_residual_80_fixed10",
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        "best_trade_r": 12.87,
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        "best_trade_pnl": 2436.66,
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        "avg_hold_days": 16.9,
        "exit_reasons": {
          "stop": 147,
          "time": 103
        },
        "skipped_book_full": 0,
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          },
          {
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          },
          {
            "year": 2025,
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          },
          {
            "year": 2026,
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        "start_date": "2023-07-03",
        "end_date": "2026-07-02",
        "equity_curve": [
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            "date": "2023-07-03",
            "equity": 10000.0,
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            "date": "2023-07-05",
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            "date": "2026-03-18",
            "equity": 17376.33,
            "return_pct": 73.76
          },
          {
            "date": "2026-03-19",
            "equity": 17333.51,
            "return_pct": 73.34
          },
          {
            "date": "2026-03-20",
            "equity": 17038.49,
            "return_pct": 70.38
          },
          {
            "date": "2026-03-23",
            "equity": 17217.39,
            "return_pct": 72.17
          },
          {
            "date": "2026-03-24",
            "equity": 17159.6,
            "return_pct": 71.6
          },
          {
            "date": "2026-03-25",
            "equity": 17255.22,
            "return_pct": 72.55
          },
          {
            "date": "2026-03-26",
            "equity": 16947.06,
            "return_pct": 69.47
          },
          {
            "date": "2026-03-27",
            "equity": 16658.08,
            "return_pct": 66.58
          },
          {
            "date": "2026-03-30",
            "equity": 16602.39,
            "return_pct": 66.02
          },
          {
            "date": "2026-03-31",
            "equity": 17084.99,
            "return_pct": 70.85
          },
          {
            "date": "2026-04-01",
            "equity": 17213.71,
            "return_pct": 72.14
          },
          {
            "date": "2026-04-02",
            "equity": 17229.21,
            "return_pct": 72.29
          },
          {
            "date": "2026-04-06",
            "equity": 17310.65,
            "return_pct": 73.11
          },
          {
            "date": "2026-04-07",
            "equity": 17318.27,
            "return_pct": 73.18
          },
          {
            "date": "2026-04-08",
            "equity": 17759.36,
            "return_pct": 77.59
          },
          {
            "date": "2026-04-09",
            "equity": 17861.82,
            "return_pct": 78.62
          },
          {
            "date": "2026-04-10",
            "equity": 17849.99,
            "return_pct": 78.5
          },
          {
            "date": "2026-04-13",
            "equity": 18024.43,
            "return_pct": 80.24
          },
          {
            "date": "2026-04-14",
            "equity": 18244.06,
            "return_pct": 82.44
          },
          {
            "date": "2026-04-15",
            "equity": 18388.02,
            "return_pct": 83.88
          },
          {
            "date": "2026-04-16",
            "equity": 18433.21,
            "return_pct": 84.33
          },
          {
            "date": "2026-04-17",
            "equity": 18655.98,
            "return_pct": 86.56
          },
          {
            "date": "2026-04-20",
            "equity": 18618.68,
            "return_pct": 86.19
          },
          {
            "date": "2026-04-21",
            "equity": 18496.78,
            "return_pct": 84.97
          },
          {
            "date": "2026-04-22",
            "equity": 18684.09,
            "return_pct": 86.84
          },
          {
            "date": "2026-04-23",
            "equity": 18611.59,
            "return_pct": 86.12
          },
          {
            "date": "2026-04-24",
            "equity": 18755.81,
            "return_pct": 87.56
          },
          {
            "date": "2026-04-27",
            "equity": 18788.13,
            "return_pct": 87.88
          },
          {
            "date": "2026-04-28",
            "equity": 18696.7,
            "return_pct": 86.97
          },
          {
            "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): +44.4% CAGR, Sharpe 1.72, max drawdown -23.8%."
      },
      {
        "topic": "exit",
        "text": "Legacy exit diagnostic: hold 30 trading days with the initial stop (+0.51R net/trade vs +0.15R for the S/R target exit). The simulated book agrees: +34.8% vs +23.9% CAGR at similar drawdown."
      },
      {
        "topic": "gate",
        "text": "Gate: the confidence floor adds nothing \u2014 dropping it costs +0.00R/trade and adds 0 trades."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the R:R floor (worth +0.21R/trade under the hold exit)."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the NEUTRAL exclusion (worth +0.05R/trade under the hold exit)."
      },
      {
        "topic": "cutoff",
        "text": "Residual-momentum cutoff: 80 has the best per-trade net (+0.15R over 1428 setups)."
      },
      {
        "topic": "benchmark",
        "text": "Book vs SPY: beats buy-and-hold by +135.7 points (+231.4% vs +95.7%), max drawdown \u221224.4%."
      },
      {
        "topic": "robustness",
        "text": "Robustness: expectancy survives removing the top 5% of winners (+0.14R net/trade under the recommended 30d hold) \u2014 the edge is not a handful of outliers."
      }
    ],
    "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 1.51 vs 1.51, CAGR +34.8% vs +34.8%, skipped 0 vs 0."
      },
      {
        "topic": "cutoff_90",
        "candidate": false,
        "text": "Cutoff 90 stays research-only: Raw 90 / max 10 Sharpe 1.38 vs 1.51, drawdown 18.6% vs 24.4%, CAGR +31.7% vs +34.8%."
      },
      {
        "topic": "low_vol_overlay",
        "candidate": false,
        "text": "Low-vol overlay stays research-only: Residual 80 + low-vol blend / max 10 Sharpe 1.46 vs 1.51, drawdown 20.8% vs 24.4%, CAGR +28.1% vs +34.8%."
      },
      {
        "topic": "high_vol_overlay",
        "candidate": true,
        "text": "High-vol overlay is a promotion candidate: Residual 80 + high-vol 80/20 blend / max 10 Sharpe 1.55 vs 1.51, drawdown 23.9% vs 24.4%, CAGR +39.2% vs +34.8%."
      }
    ],
    "note": "Residual 12-1 momentum is now the production activation rank. Remaining rows are research comparisons only."
  }
}