{
  "generated_at": "2026-07-17T12:59:21.115849+00:00",
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    "signal_eval_cadence": "weekly",
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    "min_lookback": 60,
    "cost_per_side_pct": 0.1,
    "target_model": "production_gtl",
    "target_model_label": "Live GTL (production)",
    "is_production_target_model": true,
    "production_reentry_lockdown_sessions": 5
  },
  "activation": {
    "min_momentum_percentile": 80.0,
    "min_rr": 2.0,
    "min_confidence": 0.0,
    "require_high_conviction": false,
    "exclude_conflicts": false,
    "exclude_neutral": true
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  "overall_qualified": {
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    "avg_r": 0.214,
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  "overall_all": {
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    },
    {
      "min_momentum_percentile": 60.0,
      "total": 13863,
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      "hit_rate": 35.0,
      "avg_r": 0.122,
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      "net_total_r": 991.26,
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      "median_net_r": -1.04,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.08
    },
    {
      "min_momentum_percentile": 50.0,
      "total": 19509,
      "wins": 5922,
      "losses": 11540,
      "expired": 2047,
      "hit_rate": 33.9,
      "avg_r": 0.085,
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    {
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      "hit_rate": 37.9,
      "avg_r": 0.214,
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      "net_avg_r": 0.168,
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      "hold_net_avg_r": 0.511,
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    {
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      "wins": 1877,
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      "avg_r": 0.21,
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      "hold_avg_r": 0.553,
      "hold_net_avg_r": 0.507,
      "hold_total_r": 3035.67
    },
    {
      "variant": "no_rr_floor",
      "total": 34639,
      "wins": 16264,
      "losses": 17429,
      "expired": 946,
      "hit_rate": 48.3,
      "avg_r": 0.103,
      "total_r": 3561.95,
      "net_avg_r": 0.051,
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      "hold_days": 30,
      "hold_avg_r": 0.317,
      "hold_net_avg_r": 0.266,
      "hold_total_r": 10990.77
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    {
      "variant": "no_neutral_exclusion",
      "total": 11448,
      "wins": 3734,
      "losses": 6494,
      "expired": 1220,
      "hit_rate": 36.5,
      "avg_r": 0.162,
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      "median_net_r": -1.033,
      "profit_factor": 1.18,
      "net_avg_r_ex_top5": -0.035,
      "hold_days": 30,
      "hold_avg_r": 0.514,
      "hold_net_avg_r": 0.468,
      "hold_total_r": 5884.05
    },
    {
      "variant": "momentum_only",
      "total": 73440,
      "wins": 33828,
      "losses": 37070,
      "expired": 2542,
      "hit_rate": 47.7,
      "avg_r": 0.102,
      "total_r": 7511.57,
      "net_avg_r": 0.052,
      "net_total_r": 3842.25,
      "best_r": 9.26,
      "worst_r": -5.98,
      "avg_hold_days": 8.4,
      "net_r_per_day": 0.0063,
      "median_net_r": -1.017,
      "profit_factor": 1.09,
      "net_avg_r_ex_top5": -0.067,
      "hold_days": 30,
      "hold_avg_r": 0.359,
      "hold_net_avg_r": 0.309,
      "hold_total_r": 26369.89
    }
  ],
  "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": 5449,
      "wins": 2963,
      "win_rate": 54.4,
      "avg_r": 0.16,
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      "net_avg_r": 0.114,
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      "avg_hold_days": 4.4,
      "net_r_per_day": 0.0257,
      "median_net_r": 0.079,
      "profit_factor": 1.3,
      "net_avg_r_ex_top5": -0.027
    },
    {
      "hold_days": 10,
      "total": 5449,
      "wins": 2735,
      "win_rate": 50.2,
      "avg_r": 0.291,
      "total_r": 1584.62,
      "net_avg_r": 0.245,
      "net_total_r": 1334.43,
      "best_r": 11.02,
      "worst_r": -5.98,
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      "median_net_r": -0.033,
      "profit_factor": 1.5,
      "net_avg_r_ex_top5": 0.043
    },
    {
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      "total": 5449,
      "wins": 2347,
      "win_rate": 43.1,
      "avg_r": 0.462,
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      "worst_r": -5.98,
      "avg_hold_days": 13.5,
      "net_r_per_day": 0.0309,
      "median_net_r": -1.028,
      "profit_factor": 1.68,
      "net_avg_r_ex_top5": 0.12
    },
    {
      "hold_days": 30,
      "total": 5449,
      "wins": 2099,
      "win_rate": 38.5,
      "avg_r": 0.557,
      "total_r": 3033.81,
      "net_avg_r": 0.511,
      "net_total_r": 2783.62,
      "best_r": 17.07,
      "worst_r": -5.98,
      "avg_hold_days": 17.4,
      "net_r_per_day": 0.0294,
      "median_net_r": -1.034,
      "profit_factor": 1.76,
      "net_avg_r_ex_top5": 0.141
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  ],
  "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": 17293.59,
        "total_return_pct": 72.9,
        "cagr_pct": 14.6,
        "max_drawdown_pct": 27.8,
        "sharpe": 0.76,
        "trades": 663,
        "win_rate": 38.5,
        "avg_trade_pnl": 11.0,
        "best_trade_r": 8.85,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 487.72,
        "worst_trade_pnl": -511.21,
        "avg_hold_days": 10.9,
        "exit_reasons": {
          "stop": 401,
          "target": 215,
          "time": 47
        },
        "skipped_book_full": 419,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 5.2
          },
          {
            "year": 2023,
            "return_pct": -2.2
          },
          {
            "year": 2024,
            "return_pct": 12.7
          },
          {
            "year": 2025,
            "return_pct": 36.9
          },
          {
            "year": 2026,
            "return_pct": 9.2
          }
        ],
        "start_date": "2022-06-24",
        "end_date": "2026-07-02"
      },
      {
        "policy": "hold",
        "starting_capital": 10000.0,
        "final_equity": 30189.98,
        "total_return_pct": 201.9,
        "cagr_pct": 31.6,
        "max_drawdown_pct": 27.9,
        "sharpe": 1.31,
        "trades": 437,
        "win_rate": 35.7,
        "avg_trade_pnl": 46.2,
        "best_trade_r": 16.82,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 3150.18,
        "worst_trade_pnl": -702.34,
        "avg_hold_days": 16.4,
        "exit_reasons": {
          "stop": 274,
          "time": 163
        },
        "skipped_book_full": 603,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 7.2
          },
          {
            "year": 2023,
            "return_pct": 17.4
          },
          {
            "year": 2024,
            "return_pct": 22.4
          },
          {
            "year": 2025,
            "return_pct": 62.8
          },
          {
            "year": 2026,
            "return_pct": 20.5
          }
        ],
        "start_date": "2022-06-24",
        "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": 30189.98,
        "total_return_pct": 201.9,
        "cagr_pct": 31.6,
        "max_drawdown_pct": 27.9,
        "sharpe": 1.31,
        "trades": 437,
        "win_rate": 35.7,
        "avg_trade_pnl": 46.2,
        "best_trade_r": 16.82,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 3150.18,
        "worst_trade_pnl": -702.34,
        "avg_hold_days": 16.4,
        "exit_reasons": {
          "stop": 274,
          "time": 163
        },
        "skipped_book_full": 603,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 7.2
          },
          {
            "year": 2023,
            "return_pct": 17.4
          },
          {
            "year": 2024,
            "return_pct": 22.4
          },
          {
            "year": 2025,
            "return_pct": 62.8
          },
          {
            "year": 2026,
            "return_pct": 20.5
          }
        ],
        "start_date": "2022-06-24",
        "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": 24667.59,
        "total_return_pct": 146.7,
        "cagr_pct": 25.2,
        "max_drawdown_pct": 30.2,
        "sharpe": 1.05,
        "trades": 430,
        "win_rate": 34.0,
        "avg_trade_pnl": 34.11,
        "best_trade_r": 11.1,
        "worst_trade_r": -3.39,
        "best_trade_pnl": 2158.98,
        "worst_trade_pnl": -395.78,
        "avg_hold_days": 16.7,
        "exit_reasons": {
          "stop": 276,
          "time": 154
        },
        "skipped_book_full": 589,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 5.4
          },
          {
            "year": 2023,
            "return_pct": 5.2
          },
          {
            "year": 2024,
            "return_pct": 37.9
          },
          {
            "year": 2025,
            "return_pct": 26.3
          },
          {
            "year": 2026,
            "return_pct": 27.9
          }
        ],
        "start_date": "2022-06-24",
        "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": 29261.63,
        "total_return_pct": 192.6,
        "cagr_pct": 30.6,
        "max_drawdown_pct": 33.8,
        "sharpe": 1.22,
        "trades": 348,
        "win_rate": 35.3,
        "avg_trade_pnl": 55.35,
        "best_trade_r": 12.42,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 2743.84,
        "worst_trade_pnl": -889.33,
        "avg_hold_days": 16.7,
        "exit_reasons": {
          "stop": 218,
          "time": 130
        },
        "skipped_book_full": 114,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 4.3
          },
          {
            "year": 2023,
            "return_pct": 7.8
          },
          {
            "year": 2024,
            "return_pct": 48.7
          },
          {
            "year": 2025,
            "return_pct": 49.7
          },
          {
            "year": 2026,
            "return_pct": 16.9
          }
        ],
        "start_date": "2022-06-24",
        "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": 31290.21,
        "total_return_pct": 212.9,
        "cagr_pct": 32.8,
        "max_drawdown_pct": 27.9,
        "sharpe": 1.36,
        "trades": 449,
        "win_rate": 35.9,
        "avg_trade_pnl": 47.42,
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          "time": 108
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        "skipped_book_full": 0,
        "spy_return_pct": 59.2,
        "yearly_returns": [
          {
            "year": 2021,
            "return_pct": 1.5
          },
          {
            "year": 2022,
            "return_pct": 10.7
          },
          {
            "year": 2023,
            "return_pct": -0.7
          },
          {
            "year": 2024,
            "return_pct": -1.1
          },
          {
            "year": 2025,
            "return_pct": -12.0
          },
          {
            "year": 2026,
            "return_pct": 3.4
          }
        ],
        "start_date": "2021-12-22",
        "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": 39136.3,
        "total_return_pct": 291.4,
        "cagr_pct": 40.4,
        "max_drawdown_pct": 24.0,
        "sharpe": 1.48,
        "trades": 446,
        "win_rate": 37.0,
        "avg_trade_pnl": 65.33,
        "best_trade_r": 16.82,
        "worst_trade_r": -3.1,
        "best_trade_pnl": 3591.62,
        "worst_trade_pnl": -428.17,
        "avg_hold_days": 16.8,
        "exit_reasons": {
          "stop": 274,
          "time": 172
        },
        "skipped_book_full": 1031,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 3.4
          },
          {
            "year": 2023,
            "return_pct": 59.5
          },
          {
            "year": 2024,
            "return_pct": 32.7
          },
          {
            "year": 2025,
            "return_pct": 43.7
          },
          {
            "year": 2026,
            "return_pct": 24.7
          }
        ],
        "start_date": "2022-06-24",
        "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": 26447.19,
        "total_return_pct": 164.5,
        "cagr_pct": 27.4,
        "max_drawdown_pct": 25.0,
        "sharpe": 1.16,
        "trades": 685,
        "win_rate": 33.3,
        "avg_trade_pnl": 24.01,
        "best_trade_r": 13.08,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 3147.74,
        "worst_trade_pnl": -863.66,
        "avg_hold_days": 10.4,
        "exit_reasons": {
          "sma50": 354,
          "stop": 199,
          "time": 132
        },
        "skipped_book_full": 674,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 3.2
          },
          {
            "year": 2023,
            "return_pct": 42.2
          },
          {
            "year": 2024,
            "return_pct": 30.3
          },
          {
            "year": 2025,
            "return_pct": 32.5
          },
          {
            "year": 2026,
            "return_pct": 4.5
          }
        ],
        "start_date": "2022-06-24",
        "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": 38291.38,
        "total_return_pct": 282.9,
        "cagr_pct": 39.6,
        "max_drawdown_pct": 24.3,
        "sharpe": 1.5,
        "trades": 447,
        "win_rate": 35.3,
        "avg_trade_pnl": 63.29,
        "best_trade_r": 12.03,
        "worst_trade_r": -5.98,
        "best_trade_pnl": 3742.36,
        "worst_trade_pnl": -1053.03,
        "avg_hold_days": 16.5,
        "exit_reasons": {
          "low20": 41,
          "stop": 253,
          "time": 153
        },
        "skipped_book_full": 976,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 4.2
          },
          {
            "year": 2023,
            "return_pct": 55.6
          },
          {
            "year": 2024,
            "return_pct": 42.4
          },
          {
            "year": 2025,
            "return_pct": 45.1
          },
          {
            "year": 2026,
            "return_pct": 14.4
          }
        ],
        "start_date": "2022-06-24",
        "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": 39136.3,
        "total_return_pct": 291.4,
        "cagr_pct": 40.4,
        "max_drawdown_pct": 24.0,
        "sharpe": 1.48,
        "trades": 446,
        "win_rate": 37.0,
        "avg_trade_pnl": 65.33,
        "best_trade_r": 16.82,
        "worst_trade_r": -3.1,
        "best_trade_pnl": 3591.62,
        "worst_trade_pnl": -428.17,
        "avg_hold_days": 16.8,
        "exit_reasons": {
          "stop": 274,
          "time": 172
        },
        "skipped_book_full": 1031,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 3.4
          },
          {
            "year": 2023,
            "return_pct": 59.5
          },
          {
            "year": 2024,
            "return_pct": 32.7
          },
          {
            "year": 2025,
            "return_pct": 43.7
          },
          {
            "year": 2026,
            "return_pct": 24.7
          }
        ],
        "start_date": "2022-06-24",
        "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": 45737.41,
        "total_return_pct": 357.4,
        "cagr_pct": 45.9,
        "max_drawdown_pct": 17.9,
        "sharpe": 1.73,
        "trades": 480,
        "win_rate": 36.0,
        "avg_trade_pnl": 74.45,
        "best_trade_r": 12.37,
        "worst_trade_r": -3.26,
        "best_trade_pnl": 4963.13,
        "worst_trade_pnl": -1159.79,
        "avg_hold_days": 14.8,
        "exit_reasons": {
          "stop": 231,
          "time": 102,
          "trailing_stop": 147
        },
        "skipped_book_full": 567,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 8.5
          },
          {
            "year": 2023,
            "return_pct": 80.3
          },
          {
            "year": 2024,
            "return_pct": 40.7
          },
          {
            "year": 2025,
            "return_pct": 57.6
          },
          {
            "year": 2026,
            "return_pct": 5.5
          }
        ],
        "start_date": "2022-06-24",
        "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,
        "comparison_arm": null,
        "reentry_lockdown_sessions": 0
      },
      {
        "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,
        "comparison_arm": null,
        "reentry_lockdown_sessions": 0
      },
      {
        "strategy": "production_live_no_lockdown",
        "label": "Live setup + 3x ATR trail (no re-entry lockdown)",
        "description": "Exact live activation, ordering, and Admin exit policy, with only the post-stop re-entry lockdown disabled as the comparison baseline.",
        "is_production": false,
        "comparison_arm": "live_no_lockdown",
        "reentry_lockdown_sessions": 0
      },
      {
        "strategy": "residual80_highvol80_20_atr3",
        "label": "Production: residual/high-vol 80/20 + 3x ATR trail + 5-session lockdown",
        "description": "The live strategy: production activation gate and Admin exit policy as currently configured, 80/20 residual/high-vol rank, and a five-session re-entry lockdown after an initial-stop exit.",
        "is_production": true,
        "comparison_arm": "live_lockdown_5",
        "reentry_lockdown_sessions": 5
      }
    ],
    "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,
        "comparison_arm": null,
        "entry_variant": "production_residual_80_fixed10",
        "ranking_key": "activation_momentum_percentile",
        "exit_policy": "hold",
        "live_exit_mode": null,
        "reentry_lockdown_sessions": 0,
        "lookback": "6m",
        "lookback_label": "6 months",
        "starting_capital": 10000.0,
        "final_equity": 11115.71,
        "total_return_pct": 11.2,
        "cagr_pct": 23.5,
        "max_drawdown_pct": 10.4,
        "sharpe": 1.28,
        "trades": 45,
        "win_rate": 31.1,
        "avg_trade_pnl": 24.79,
        "best_trade_r": 11.1,
        "worst_trade_r": -1.79,
        "best_trade_pnl": 1102.4,
        "worst_trade_pnl": -148.24,
        "avg_hold_days": 17.5,
        "exit_reasons": {
          "stop": 28,
          "time": 17
        },
        "skipped_book_full": 23,
        "spy_return_pct": 9.2,
        "yearly_returns": [
          {
            "year": 2025,
            "return_pct": 0.0
          },
          {
            "year": 2026,
            "return_pct": 11.2
          }
        ],
        "start_date": "2025-12-31",
        "end_date": "2026-07-02",
        "equity_curve": [
          {
            "date": "2025-12-31",
            "equity": 9992.72,
            "return_pct": 0.0
          },
          {
            "date": "2026-01-02",
            "equity": 9992.05,
            "return_pct": -0.01
          },
          {
            "date": "2026-01-05",
            "equity": 10122.44,
            "return_pct": 1.3
          },
          {
            "date": "2026-01-06",
            "equity": 10403.33,
            "return_pct": 4.11
          },
          {
            "date": "2026-01-07",
            "equity": 10325.99,
            "return_pct": 3.34
          },
          {
            "date": "2026-01-08",
            "equity": 10340.66,
            "return_pct": 3.48
          },
          {
            "date": "2026-01-09",
            "equity": 10351.11,
            "return_pct": 3.59
          },
          {
            "date": "2026-01-12",
            "equity": 10669.74,
            "return_pct": 6.78
          },
          {
            "date": "2026-01-13",
            "equity": 10827.97,
            "return_pct": 8.36
          },
          {
            "date": "2026-01-14",
            "equity": 10838.74,
            "return_pct": 8.47
          },
          {
            "date": "2026-01-15",
            "equity": 10909.42,
            "return_pct": 9.17
          },
          {
            "date": "2026-01-16",
            "equity": 10600.27,
            "return_pct": 6.08
          },
          {
            "date": "2026-01-20",
            "equity": 10562.87,
            "return_pct": 5.71
          },
          {
            "date": "2026-01-21",
            "equity": 10755.19,
            "return_pct": 7.63
          },
          {
            "date": "2026-01-22",
            "equity": 10771.93,
            "return_pct": 7.8
          },
          {
            "date": "2026-01-23",
            "equity": 10867.31,
            "return_pct": 8.75
          },
          {
            "date": "2026-01-26",
            "equity": 10881.84,
            "return_pct": 8.9
          },
          {
            "date": "2026-01-27",
            "equity": 10678.29,
            "return_pct": 6.86
          },
          {
            "date": "2026-01-28",
            "equity": 10468.15,
            "return_pct": 4.76
          },
          {
            "date": "2026-01-29",
            "equity": 10347.23,
            "return_pct": 3.55
          },
          {
            "date": "2026-01-30",
            "equity": 10176.6,
            "return_pct": 1.84
          },
          {
            "date": "2026-02-02",
            "equity": 10213.9,
            "return_pct": 2.21
          },
          {
            "date": "2026-02-03",
            "equity": 10332.2,
            "return_pct": 3.4
          },
          {
            "date": "2026-02-04",
            "equity": 10123.41,
            "return_pct": 1.31
          },
          {
            "date": "2026-02-05",
            "equity": 10066.76,
            "return_pct": 0.74
          },
          {
            "date": "2026-02-06",
            "equity": 10249.13,
            "return_pct": 2.57
          },
          {
            "date": "2026-02-09",
            "equity": 10229.77,
            "return_pct": 2.37
          },
          {
            "date": "2026-02-10",
            "equity": 10200.11,
            "return_pct": 2.08
          },
          {
            "date": "2026-02-11",
            "equity": 10396.82,
            "return_pct": 4.04
          },
          {
            "date": "2026-02-12",
            "equity": 10256.4,
            "return_pct": 2.64
          },
          {
            "date": "2026-02-13",
            "equity": 10357.71,
            "return_pct": 3.65
          },
          {
            "date": "2026-02-17",
            "equity": 10284.17,
            "return_pct": 2.92
          },
          {
            "date": "2026-02-18",
            "equity": 10349.58,
            "return_pct": 3.57
          },
          {
            "date": "2026-02-19",
            "equity": 10333.83,
            "return_pct": 3.41
          },
          {
            "date": "2026-02-20",
            "equity": 10366.81,
            "return_pct": 3.74
          },
          {
            "date": "2026-02-23",
            "equity": 10306.82,
            "return_pct": 3.14
          },
          {
            "date": "2026-02-24",
            "equity": 10436.21,
            "return_pct": 4.44
          },
          {
            "date": "2026-02-25",
            "equity": 10313.73,
            "return_pct": 3.21
          },
          {
            "date": "2026-02-26",
            "equity": 10303.64,
            "return_pct": 3.11
          },
          {
            "date": "2026-02-27",
            "equity": 10395.8,
            "return_pct": 4.03
          },
          {
            "date": "2026-03-02",
            "equity": 10179.87,
            "return_pct": 1.87
          },
          {
            "date": "2026-03-03",
            "equity": 10077.53,
            "return_pct": 0.85
          },
          {
            "date": "2026-03-04",
            "equity": 10096.57,
            "return_pct": 1.04
          },
          {
            "date": "2026-03-05",
            "equity": 10054.06,
            "return_pct": 0.61
          },
          {
            "date": "2026-03-06",
            "equity": 10032.18,
            "return_pct": 0.39
          },
          {
            "date": "2026-03-09",
            "equity": 10098.96,
            "return_pct": 1.06
          },
          {
            "date": "2026-03-10",
            "equity": 9979.21,
            "return_pct": -0.14
          },
          {
            "date": "2026-03-11",
            "equity": 10020.27,
            "return_pct": 0.28
          },
          {
            "date": "2026-03-12",
            "equity": 10002.18,
            "return_pct": 0.09
          },
          {
            "date": "2026-03-13",
            "equity": 9997.75,
            "return_pct": 0.05
          },
          {
            "date": "2026-03-16",
            "equity": 9992.41,
            "return_pct": -0.0
          },
          {
            "date": "2026-03-17",
            "equity": 10069.63,
            "return_pct": 0.77
          },
          {
            "date": "2026-03-18",
            "equity": 9976.3,
            "return_pct": -0.16
          },
          {
            "date": "2026-03-19",
            "equity": 9962.27,
            "return_pct": -0.3
          },
          {
            "date": "2026-03-20",
            "equity": 9778.62,
            "return_pct": -2.14
          },
          {
            "date": "2026-03-23",
            "equity": 9930.13,
            "return_pct": -0.63
          },
          {
            "date": "2026-03-24",
            "equity": 10164.77,
            "return_pct": 1.72
          },
          {
            "date": "2026-03-25",
            "equity": 10347.33,
            "return_pct": 3.55
          },
          {
            "date": "2026-03-26",
            "equity": 10152.74,
            "return_pct": 1.6
          },
          {
            "date": "2026-03-27",
            "equity": 10085.23,
            "return_pct": 0.93
          },
          {
            "date": "2026-03-30",
            "equity": 9934.03,
            "return_pct": -0.59
          },
          {
            "date": "2026-03-31",
            "equity": 10187.13,
            "return_pct": 1.95
          },
          {
            "date": "2026-04-01",
            "equity": 10214.25,
            "return_pct": 2.22
          },
          {
            "date": "2026-04-02",
            "equity": 10307.33,
            "return_pct": 3.15
          },
          {
            "date": "2026-04-06",
            "equity": 10367.57,
            "return_pct": 3.75
          },
          {
            "date": "2026-04-07",
            "equity": 10316.28,
            "return_pct": 3.24
          },
          {
            "date": "2026-04-08",
            "equity": 10386.7,
            "return_pct": 3.94
          },
          {
            "date": "2026-04-09",
            "equity": 10399.78,
            "return_pct": 4.07
          },
          {
            "date": "2026-04-10",
            "equity": 10454.19,
            "return_pct": 4.62
          },
          {
            "date": "2026-04-13",
            "equity": 10638.22,
            "return_pct": 6.46
          },
          {
            "date": "2026-04-14",
            "equity": 10738.79,
            "return_pct": 7.47
          },
          {
            "date": "2026-04-15",
            "equity": 10689.33,
            "return_pct": 6.97
          },
          {
            "date": "2026-04-16",
            "equity": 11043.89,
            "return_pct": 10.52
          },
          {
            "date": "2026-04-17",
            "equity": 11129.0,
            "return_pct": 11.37
          },
          {
            "date": "2026-04-20",
            "equity": 11110.87,
            "return_pct": 11.19
          },
          {
            "date": "2026-04-21",
            "equity": 11120.22,
            "return_pct": 11.28
          },
          {
            "date": "2026-04-22",
            "equity": 11201.81,
            "return_pct": 12.1
          },
          {
            "date": "2026-04-23",
            "equity": 11230.08,
            "return_pct": 12.38
          },
          {
            "date": "2026-04-24",
            "equity": 11477.85,
            "return_pct": 14.86
          },
          {
            "date": "2026-04-27",
            "equity": 11558.0,
            "return_pct": 15.66
          },
          {
            "date": "2026-04-28",
            "equity": 11351.96,
            "return_pct": 13.6
          },
          {
            "date": "2026-04-29",
            "equity": 11485.21,
            "return_pct": 14.94
          },
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        ]
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        ],
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        "cagr_pct": 38.1,
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        "worst_trade_r": -2.72,
        "best_trade_pnl": 1368.85,
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        "exit_reasons": {
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          "time": 17,
          "trailing_stop": 42
        },
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            "return_pct": 26.2
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            "year": 2026,
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        ],
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      {
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          {
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          {
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        ],
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            "return_pct": 89.53
          },
          {
            "date": "2026-05-12",
            "equity": 18923.81,
            "return_pct": 89.24
          },
          {
            "date": "2026-05-13",
            "equity": 19029.69,
            "return_pct": 90.3
          },
          {
            "date": "2026-05-14",
            "equity": 19179.91,
            "return_pct": 91.8
          },
          {
            "date": "2026-05-15",
            "equity": 18949.19,
            "return_pct": 89.49
          },
          {
            "date": "2026-05-18",
            "equity": 18935.86,
            "return_pct": 89.36
          },
          {
            "date": "2026-05-19",
            "equity": 18809.73,
            "return_pct": 88.1
          },
          {
            "date": "2026-05-20",
            "equity": 19002.51,
            "return_pct": 90.03
          },
          {
            "date": "2026-05-21",
            "equity": 19040.2,
            "return_pct": 90.4
          },
          {
            "date": "2026-05-22",
            "equity": 19115.05,
            "return_pct": 91.15
          },
          {
            "date": "2026-05-26",
            "equity": 19241.95,
            "return_pct": 92.42
          },
          {
            "date": "2026-05-27",
            "equity": 19238.62,
            "return_pct": 92.39
          },
          {
            "date": "2026-05-28",
            "equity": 19344.75,
            "return_pct": 93.45
          },
          {
            "date": "2026-05-29",
            "equity": 19392.95,
            "return_pct": 93.93
          },
          {
            "date": "2026-06-01",
            "equity": 19445.75,
            "return_pct": 94.46
          },
          {
            "date": "2026-06-02",
            "equity": 19472.16,
            "return_pct": 94.72
          },
          {
            "date": "2026-06-03",
            "equity": 19335.52,
            "return_pct": 93.36
          },
          {
            "date": "2026-06-04",
            "equity": 19408.58,
            "return_pct": 94.09
          },
          {
            "date": "2026-06-05",
            "equity": 18907.66,
            "return_pct": 89.08
          },
          {
            "date": "2026-06-08",
            "equity": 18950.47,
            "return_pct": 89.5
          },
          {
            "date": "2026-06-09",
            "equity": 18894.84,
            "return_pct": 88.95
          },
          {
            "date": "2026-06-10",
            "equity": 18596.95,
            "return_pct": 85.97
          },
          {
            "date": "2026-06-11",
            "equity": 18913.04,
            "return_pct": 89.13
          },
          {
            "date": "2026-06-12",
            "equity": 19015.33,
            "return_pct": 90.15
          },
          {
            "date": "2026-06-15",
            "equity": 19350.65,
            "return_pct": 93.51
          },
          {
            "date": "2026-06-16",
            "equity": 19235.29,
            "return_pct": 92.35
          },
          {
            "date": "2026-06-17",
            "equity": 18995.08,
            "return_pct": 89.95
          },
          {
            "date": "2026-06-18",
            "equity": 19143.25,
            "return_pct": 91.43
          },
          {
            "date": "2026-06-22",
            "equity": 19083.01,
            "return_pct": 90.83
          },
          {
            "date": "2026-06-23",
            "equity": 18805.89,
            "return_pct": 88.06
          },
          {
            "date": "2026-06-24",
            "equity": 18797.17,
            "return_pct": 87.97
          },
          {
            "date": "2026-06-25",
            "equity": 18824.34,
            "return_pct": 88.24
          },
          {
            "date": "2026-06-26",
            "equity": 18688.22,
            "return_pct": 86.88
          },
          {
            "date": "2026-06-29",
            "equity": 18996.1,
            "return_pct": 89.96
          },
          {
            "date": "2026-06-30",
            "equity": 19144.02,
            "return_pct": 91.44
          },
          {
            "date": "2026-07-01",
            "equity": 19118.13,
            "return_pct": 91.18
          },
          {
            "date": "2026-07-02",
            "equity": 19093.01,
            "return_pct": 90.93
          }
        ],
        "reentry_cooldown_sessions": 5,
        "skipped_cooldown": 77
      }
    ],
    "note": "Portfolio monitor runs supported named strategies across cached lookbacks. The structural overlay appears only in its explicit research arm and changes ordering, not production qualification. Local snapshot backtests remain the research surface for broad variant sweeps. The production row applies the same five-session post-initial-stop re-entry lockdown as the live setup list."
  },
  "production_cadence_comparison": {
    "entry_cadence": "daily",
    "lookback": "all",
    "arms": [
      {
        "strategy": "production_live_no_lockdown",
        "label": "Live setup + 3x ATR trail (no re-entry lockdown)",
        "description": "Exact live activation, ordering, and Admin exit policy, with only the post-stop re-entry lockdown disabled as the comparison baseline.",
        "is_production": false,
        "comparison_arm": "live_no_lockdown",
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "ranking_key": "residual_high_vol_blend_80_20_score",
        "exit_policy": "atr_trail3",
        "live_exit_mode": "atr_trailing",
        "reentry_lockdown_sessions": 0,
        "lookback": "all",
        "lookback_label": "All history",
        "starting_capital": 10000.0,
        "final_equity": 45737.41,
        "total_return_pct": 357.4,
        "cagr_pct": 45.9,
        "max_drawdown_pct": 17.9,
        "sharpe": 1.73,
        "trades": 480,
        "win_rate": 36.0,
        "avg_trade_pnl": 74.45,
        "best_trade_r": 12.37,
        "worst_trade_r": -3.26,
        "best_trade_pnl": 4963.13,
        "worst_trade_pnl": -1159.79,
        "avg_hold_days": 14.8,
        "exit_reasons": {
          "stop": 231,
          "time": 102,
          "trailing_stop": 147
        },
        "skipped_book_full": 567,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 8.5
          },
          {
            "year": 2023,
            "return_pct": 80.3
          },
          {
            "year": 2024,
            "return_pct": 40.7
          },
          {
            "year": 2025,
            "return_pct": 57.6
          },
          {
            "year": 2026,
            "return_pct": 5.5
          }
        ],
        "start_date": "2022-06-24",
        "end_date": "2026-07-02",
        "arm": "prod_live_setup_daily",
        "entry_cadence": "daily"
      },
      {
        "strategy": "residual80_highvol80_20_atr3",
        "label": "Production: residual/high-vol 80/20 + 3x ATR trail + 5-session lockdown",
        "description": "The live strategy: production activation gate and Admin exit policy as currently configured, 80/20 residual/high-vol rank, and a five-session re-entry lockdown after an initial-stop exit.",
        "is_production": true,
        "comparison_arm": "live_lockdown_5",
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "ranking_key": "residual_high_vol_blend_80_20_score",
        "exit_policy": "atr_trail3",
        "live_exit_mode": "atr_trailing",
        "reentry_lockdown_sessions": 5,
        "lookback": "all",
        "lookback_label": "All history",
        "starting_capital": 10000.0,
        "final_equity": 43233.03,
        "total_return_pct": 332.3,
        "cagr_pct": 43.9,
        "max_drawdown_pct": 19.6,
        "sharpe": 1.71,
        "trades": 459,
        "win_rate": 37.0,
        "avg_trade_pnl": 72.4,
        "best_trade_r": 12.37,
        "worst_trade_r": -3.26,
        "best_trade_pnl": 4320.66,
        "worst_trade_pnl": -880.26,
        "avg_hold_days": 15.1,
        "exit_reasons": {
          "stop": 220,
          "time": 100,
          "trailing_stop": 139
        },
        "skipped_book_full": 503,
        "spy_return_pct": 90.9,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 13.1
          },
          {
            "year": 2023,
            "return_pct": 70.3
          },
          {
            "year": 2024,
            "return_pct": 38.2
          },
          {
            "year": 2025,
            "return_pct": 47.9
          },
          {
            "year": 2026,
            "return_pct": 9.9
          }
        ],
        "start_date": "2022-06-24",
        "end_date": "2026-07-02",
        "reentry_cooldown_sessions": 5,
        "skipped_cooldown": 77,
        "arm": "cooldown_5_daily",
        "entry_cadence": "daily"
      }
    ],
    "note": "Both arms use the exact same live gate, ordering, Admin exit policy, fees, and candidate cadence. Only the five-session post-stop re-entry lockdown changes."
  },
  "holdout": null,
  "min_rr_sweep": null,
  "target_model_diagnostics": {
    "target_model": "production_gtl",
    "target_model_label": "Live GTL (production)",
    "candidate_count": 1011248,
    "primary_source_counts": {
      "pivot_point": 979735,
      "range_grid": 897831
    },
    "primary_round_only": 0,
    "primary_strength_100": 690535,
    "avg_primary_strength": 80.1,
    "avg_primary_distance_atr": 2.292,
    "avg_primary_rejection_count": 41.903,
    "avg_raw_level_count": 53.234,
    "avg_gate_level_count": 53.234
  },
  "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, 30-trading-day max hold, and 5-session re-entry lockdown after an initial stop.",
    "items": [
      {
        "topic": "production",
        "text": "Production monitor (All history): +43.9% CAGR, Sharpe 1.71, max drawdown -19.6%."
      },
      {
        "topic": "exit",
        "text": "Legacy exit diagnostic: hold 30 trading days with the initial stop (+0.51R net/trade vs +0.17R for the S/R target exit). The simulated book agrees: +31.6% vs +14.6% CAGR at similar drawdown."
      },
      {
        "topic": "gate",
        "text": "Gate: the confidence floor adds nothing \u2014 dropping it costs +0.00R/trade and adds 37 trades."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the R:R floor (worth +0.24R/trade under the hold exit)."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the NEUTRAL exclusion (worth +0.04R/trade under the hold exit)."
      },
      {
        "topic": "cutoff",
        "text": "Residual-momentum cutoff: 90 has the best per-trade net (+0.19R over 2475 setups)."
      },
      {
        "topic": "benchmark",
        "text": "Book vs SPY: beats buy-and-hold by +111.0 points (+201.9% vs +90.9%), max drawdown \u221227.9%."
      },
      {
        "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": true,
        "text": "Max-15 capacity is worth promoting: Sharpe 1.36 vs 1.31, CAGR +32.8% vs +31.6%, skipped 0 vs 603."
      },
      {
        "topic": "cutoff_90",
        "candidate": false,
        "text": "Cutoff 90 stays research-only: Raw 90 / max 10 Sharpe 1.22 vs 1.31, drawdown 33.8% vs 27.9%, CAGR +30.6% vs +31.6%."
      },
      {
        "topic": "low_vol_overlay",
        "candidate": false,
        "text": "Low-vol overlay stays research-only: Residual 80 + low-vol 50 / max 10 Sharpe 1.03 vs 1.31, drawdown 14.2% vs 27.9%, CAGR +13.1% vs +31.6%."
      },
      {
        "topic": "high_vol_overlay",
        "candidate": true,
        "text": "High-vol overlay is a promotion candidate: Residual 80 + high-vol 60/40 blend / max 10 Sharpe 1.65 vs 1.31, drawdown 24.0% vs 27.9%, CAGR +46.3% vs +31.6%."
      }
    ],
    "note": "Residual 12-1 momentum is now the production activation rank. Remaining rows are research comparisons only."
  }
}