{
  "generated_at": "2026-07-10T11:54:32.106665+00:00",
  "tickers": 506,
  "candidates": 202765,
  "qualified": 1096,
  "params": {
    "step_days": 5,
    "horizon_days": 30,
    "min_lookback": 60,
    "cost_per_side_pct": 0.1
  },
  "activation": {
    "min_momentum_percentile": 80.0,
    "min_rr": 2.0,
    "min_confidence": 0.0,
    "require_high_conviction": false,
    "exclude_conflicts": false,
    "exclude_neutral": true
  },
  "overall_qualified": {
    "total": 1096,
    "wins": 381,
    "losses": 599,
    "expired": 116,
    "hit_rate": 38.9,
    "avg_r": 0.248,
    "total_r": 272.18,
    "net_avg_r": 0.202,
    "net_total_r": 221.54,
    "best_r": 8.85,
    "worst_r": -3.38,
    "avg_hold_days": 11.9,
    "net_r_per_day": 0.017,
    "median_net_r": -1.031,
    "profit_factor": 1.33,
    "net_avg_r_ex_top5": 0.044
  },
  "overall_all": {
    "total": 202765,
    "wins": 82037,
    "losses": 113857,
    "expired": 6871,
    "hit_rate": 41.9,
    "avg_r": -0.042,
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    "net_avg_r": -0.096,
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    "median_net_r": -1.035,
    "profit_factor": 0.85,
    "net_avg_r_ex_top5": -0.222
  },
  "by_direction": {
    "long": {
      "total": 1096,
      "wins": 381,
      "losses": 599,
      "expired": 116,
      "hit_rate": 38.9,
      "avg_r": 0.248,
      "total_r": 272.18,
      "net_avg_r": 0.202,
      "net_total_r": 221.54,
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      "profit_factor": 1.33,
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    "short": {
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      "hit_rate": null,
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  },
  "min_momentum_percentile": 80.0,
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      "total": 504,
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      "expired": 52,
      "hit_rate": 39.2,
      "avg_r": 0.259,
      "total_r": 130.34,
      "net_avg_r": 0.217,
      "net_total_r": 109.54,
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      "median_net_r": -1.026,
      "profit_factor": 1.36,
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    },
    {
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      "total": 1096,
      "wins": 381,
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      "expired": 116,
      "hit_rate": 38.9,
      "avg_r": 0.248,
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      "net_avg_r": 0.202,
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      "min_momentum_percentile": 70.0,
      "total": 1856,
      "wins": 601,
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      "expired": 183,
      "hit_rate": 35.9,
      "avg_r": 0.15,
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      "median_net_r": -1.037,
      "profit_factor": 1.16,
      "net_avg_r_ex_top5": -0.056
    },
    {
      "min_momentum_percentile": 60.0,
      "total": 2788,
      "wins": 877,
      "losses": 1623,
      "expired": 288,
      "hit_rate": 35.1,
      "avg_r": 0.123,
      "total_r": 343.15,
      "net_avg_r": 0.073,
      "net_total_r": 203.54,
      "best_r": 8.85,
      "worst_r": -4.21,
      "avg_hold_days": 12.0,
      "net_r_per_day": 0.0061,
      "median_net_r": -1.04,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.079
    },
    {
      "min_momentum_percentile": 50.0,
      "total": 3927,
      "wins": 1190,
      "losses": 2312,
      "expired": 425,
      "hit_rate": 34.0,
      "avg_r": 0.088,
      "total_r": 344.33,
      "net_avg_r": 0.037,
      "net_total_r": 144.58,
      "best_r": 8.85,
      "worst_r": -4.86,
      "avg_hold_days": 12.1,
      "net_r_per_day": 0.003,
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      "profit_factor": 1.06,
      "net_avg_r_ex_top5": -0.115
    },
    {
      "min_momentum_percentile": 0.0,
      "total": 14701,
      "wins": 3750,
      "losses": 9333,
      "expired": 1618,
      "hit_rate": 28.7,
      "avg_r": -0.063,
      "total_r": -929.29,
      "net_avg_r": -0.113,
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    }
  ],
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    {
      "variant": "all_floors",
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      "wins": 381,
      "losses": 599,
      "expired": 116,
      "hit_rate": 38.9,
      "avg_r": 0.248,
      "total_r": 272.18,
      "net_avg_r": 0.202,
      "net_total_r": 221.54,
      "best_r": 8.85,
      "worst_r": -3.38,
      "avg_hold_days": 11.9,
      "net_r_per_day": 0.017,
      "median_net_r": -1.031,
      "profit_factor": 1.33,
      "net_avg_r_ex_top5": 0.044,
      "hold_days": 30,
      "hold_avg_r": 0.624,
      "hold_net_avg_r": 0.578,
      "hold_total_r": 684.25
    },
    {
      "variant": "no_confidence_floor",
      "total": 1096,
      "wins": 381,
      "losses": 599,
      "expired": 116,
      "hit_rate": 38.9,
      "avg_r": 0.248,
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      "net_avg_r": 0.202,
      "net_total_r": 221.54,
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      "net_r_per_day": 0.017,
      "median_net_r": -1.031,
      "profit_factor": 1.33,
      "net_avg_r_ex_top5": 0.044,
      "hold_days": 30,
      "hold_avg_r": 0.624,
      "hold_net_avg_r": 0.578,
      "hold_total_r": 684.25
    },
    {
      "variant": "no_rr_floor",
      "total": 6876,
      "wins": 3246,
      "losses": 3425,
      "expired": 205,
      "hit_rate": 48.7,
      "avg_r": 0.111,
      "total_r": 761.98,
      "net_avg_r": 0.06,
      "net_total_r": 409.76,
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      "net_r_per_day": 0.0076,
      "median_net_r": -0.063,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.062,
      "hold_days": 30,
      "hold_avg_r": 0.352,
      "hold_net_avg_r": 0.301,
      "hold_total_r": 2420.39
    },
    {
      "variant": "no_neutral_exclusion",
      "total": 2313,
      "wins": 770,
      "losses": 1279,
      "expired": 264,
      "hit_rate": 37.6,
      "avg_r": 0.2,
      "total_r": 462.35,
      "net_avg_r": 0.154,
      "net_total_r": 355.89,
      "best_r": 8.85,
      "worst_r": -3.38,
      "avg_hold_days": 12.6,
      "net_r_per_day": 0.0122,
      "median_net_r": -1.031,
      "profit_factor": 1.25,
      "net_avg_r_ex_top5": 0.004,
      "hold_days": 30,
      "hold_avg_r": 0.583,
      "hold_net_avg_r": 0.537,
      "hold_total_r": 1348.89
    },
    {
      "variant": "momentum_only",
      "total": 14696,
      "wins": 6827,
      "losses": 7359,
      "expired": 510,
      "hit_rate": 48.1,
      "avg_r": 0.114,
      "total_r": 1669.64,
      "net_avg_r": 0.064,
      "net_total_r": 936.93,
      "best_r": 8.85,
      "worst_r": -5.71,
      "avg_hold_days": 8.4,
      "net_r_per_day": 0.0076,
      "median_net_r": -1.013,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.055,
      "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": 1096,
      "wins": 606,
      "win_rate": 55.3,
      "avg_r": 0.171,
      "total_r": 187.22,
      "net_avg_r": 0.125,
      "net_total_r": 136.58,
      "best_r": 5.09,
      "worst_r": -2.51,
      "avg_hold_days": 4.5,
      "net_r_per_day": 0.0276,
      "median_net_r": 0.112,
      "profit_factor": 1.35,
      "net_avg_r_ex_top5": -0.005
    },
    {
      "hold_days": 10,
      "total": 1096,
      "wins": 563,
      "win_rate": 51.4,
      "avg_r": 0.353,
      "total_r": 386.4,
      "net_avg_r": 0.306,
      "net_total_r": 335.76,
      "best_r": 6.73,
      "worst_r": -2.51,
      "avg_hold_days": 7.9,
      "net_r_per_day": 0.039,
      "median_net_r": 0.025,
      "profit_factor": 1.65,
      "net_avg_r_ex_top5": 0.109
    },
    {
      "hold_days": 21,
      "total": 1096,
      "wins": 489,
      "win_rate": 44.6,
      "avg_r": 0.516,
      "total_r": 565.52,
      "net_avg_r": 0.47,
      "net_total_r": 514.88,
      "best_r": 9.86,
      "worst_r": -3.38,
      "avg_hold_days": 13.7,
      "net_r_per_day": 0.0343,
      "median_net_r": -1.028,
      "profit_factor": 1.79,
      "net_avg_r_ex_top5": 0.184
    },
    {
      "hold_days": 30,
      "total": 1096,
      "wins": 437,
      "win_rate": 39.9,
      "avg_r": 0.624,
      "total_r": 684.25,
      "net_avg_r": 0.578,
      "net_total_r": 633.62,
      "best_r": 12.87,
      "worst_r": -3.38,
      "avg_hold_days": 17.7,
      "net_r_per_day": 0.0326,
      "median_net_r": -1.033,
      "profit_factor": 1.89,
      "net_avg_r_ex_top5": 0.209
    }
  ],
  "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": 26013.78,
        "total_return_pct": 160.1,
        "cagr_pct": 26.9,
        "max_drawdown_pct": 22.5,
        "sharpe": 1.41,
        "trades": 425,
        "win_rate": 42.4,
        "avg_trade_pnl": 37.68,
        "best_trade_r": 8.85,
        "worst_trade_r": -2.68,
        "best_trade_pnl": 1008.32,
        "worst_trade_pnl": -502.43,
        "avg_hold_days": 10.6,
        "exit_reasons": {
          "stop": 239,
          "target": 159,
          "time": 27
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 11.4
          },
          {
            "year": 2023,
            "return_pct": 5.3
          },
          {
            "year": 2024,
            "return_pct": 42.1
          },
          {
            "year": 2025,
            "return_pct": 49.0
          },
          {
            "year": 2026,
            "return_pct": 4.8
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "policy": "hold",
        "starting_capital": 10000.0,
        "final_equity": 49233.38,
        "total_return_pct": 392.3,
        "cagr_pct": 48.8,
        "max_drawdown_pct": 15.8,
        "sharpe": 2.0,
        "trades": 302,
        "win_rate": 39.4,
        "avg_trade_pnl": 129.91,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.12,
        "best_trade_pnl": 5198.08,
        "worst_trade_pnl": -533.43,
        "avg_hold_days": 17.1,
        "exit_reasons": {
          "stop": 176,
          "time": 126
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.8
          },
          {
            "year": 2023,
            "return_pct": 42.5
          },
          {
            "year": 2024,
            "return_pct": 50.6
          },
          {
            "year": 2025,
            "return_pct": 60.2
          },
          {
            "year": 2026,
            "return_pct": 27.0
          }
        ],
        "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": 49233.38,
        "total_return_pct": 392.3,
        "cagr_pct": 48.8,
        "max_drawdown_pct": 15.8,
        "sharpe": 2.0,
        "trades": 302,
        "win_rate": 39.4,
        "avg_trade_pnl": 129.91,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.12,
        "best_trade_pnl": 5198.08,
        "worst_trade_pnl": -533.43,
        "avg_hold_days": 17.1,
        "exit_reasons": {
          "stop": 176,
          "time": 126
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.8
          },
          {
            "year": 2023,
            "return_pct": 42.5
          },
          {
            "year": 2024,
            "return_pct": 50.6
          },
          {
            "year": 2025,
            "return_pct": 60.2
          },
          {
            "year": 2026,
            "return_pct": 27.0
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "legacy_raw_80_fixed10",
        "label": "Legacy raw 80 / max 10",
        "ranking": "raw",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "momentum_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 31131.3,
        "total_return_pct": 211.3,
        "cagr_pct": 32.7,
        "max_drawdown_pct": 18.4,
        "sharpe": 1.43,
        "trades": 296,
        "win_rate": 36.5,
        "avg_trade_pnl": 71.39,
        "best_trade_r": 12.87,
        "worst_trade_r": -4.21,
        "best_trade_pnl": 3043.57,
        "worst_trade_pnl": -318.24,
        "avg_hold_days": 16.9,
        "exit_reasons": {
          "stop": 180,
          "time": 116
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 14.8
          },
          {
            "year": 2023,
            "return_pct": 9.0
          },
          {
            "year": 2024,
            "return_pct": 46.1
          },
          {
            "year": 2025,
            "return_pct": 31.2
          },
          {
            "year": 2026,
            "return_pct": 29.8
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "variant": "raw_90_fixed10",
        "label": "Raw 90 / max 10",
        "ranking": "raw",
        "cutoff": 90.0,
        "filters": [
          {
            "percentile_key": "momentum_percentile",
            "cutoff": 90.0
          }
        ],
        "max_positions": 10,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 31295.02,
        "total_return_pct": 213.0,
        "cagr_pct": 33.1,
        "max_drawdown_pct": 16.9,
        "sharpe": 1.56,
        "trades": 220,
        "win_rate": 35.9,
        "avg_trade_pnl": 96.8,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.13,
        "best_trade_pnl": 3199.24,
        "worst_trade_pnl": -483.88,
        "avg_hold_days": 16.1,
        "exit_reasons": {
          "stop": 138,
          "time": 82
        },
        "skipped_book_full": 0,
        "spy_return_pct": 94.3,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 6.3
          },
          {
            "year": 2023,
            "return_pct": 20.6
          },
          {
            "year": 2024,
            "return_pct": 40.9
          },
          {
            "year": 2025,
            "return_pct": 41.2
          },
          {
            "year": 2026,
            "return_pct": 22.7
          }
        ],
        "start_date": "2022-07-06",
        "end_date": "2026-07-02"
      },
      {
        "variant": "residual_80_fixed15",
        "label": "Residual 80 / max 15 capacity check",
        "ranking": "residual",
        "cutoff": 80.0,
        "filters": [
          {
            "percentile_key": "activation_momentum_percentile",
            "cutoff": 80.0
          }
        ],
        "max_positions": 15,
        "risk_per_trade_pct": 1.0,
        "risk_scale": null,
        "starting_capital": 10000.0,
        "final_equity": 49233.38,
        "total_return_pct": 392.3,
        "cagr_pct": 48.8,
        "max_drawdown_pct": 15.8,
        "sharpe": 2.0,
        "trades": 302,
        "win_rate": 39.4,
        "avg_trade_pnl": 129.91,
        "best_trade_r": 12.87,
        "worst_trade_r": -2.12,
        "best_trade_pnl": 5198.08,
        "worst_trade_pnl": -533.43,
        "avg_hold_days": 17.1,
        "exit_reasons": {
          "stop": 176,
          "time": 126
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.8
          },
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          {
            "year": 2026,
            "return_pct": 8.5
          }
        ],
        "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": 52409.26,
        "total_return_pct": 424.1,
        "cagr_pct": 51.1,
        "max_drawdown_pct": 22.2,
        "sharpe": 1.98,
        "trades": 305,
        "win_rate": 38.4,
        "avg_trade_pnl": 139.05,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.76,
        "best_trade_pnl": 5105.34,
        "worst_trade_pnl": -557.57,
        "avg_hold_days": 17.1,
        "exit_reasons": {
          "stop": 179,
          "time": 126
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 11.9
          },
          {
            "year": 2023,
            "return_pct": 41.1
          },
          {
            "year": 2024,
            "return_pct": 40.2
          },
          {
            "year": 2025,
            "return_pct": 74.7
          },
          {
            "year": 2026,
            "return_pct": 35.6
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "sma50",
        "label": "80/20 entry + SMA50 break",
        "description": "Exit at the close when price closes below its 50-day SMA.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 38693.21,
        "total_return_pct": 286.9,
        "cagr_pct": 40.1,
        "max_drawdown_pct": 24.4,
        "sharpe": 1.74,
        "trades": 387,
        "win_rate": 33.6,
        "avg_trade_pnl": 74.14,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.76,
        "best_trade_pnl": 4321.53,
        "worst_trade_pnl": -454.96,
        "avg_hold_days": 12.2,
        "exit_reasons": {
          "sma50": 162,
          "stop": 130,
          "time": 95
        },
        "skipped_book_full": 4,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": -3.0
          },
          {
            "year": 2023,
            "return_pct": 18.1
          },
          {
            "year": 2024,
            "return_pct": 74.8
          },
          {
            "year": 2025,
            "return_pct": 65.0
          },
          {
            "year": 2026,
            "return_pct": 17.1
          }
        ],
        "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": 54244.43,
        "total_return_pct": 442.4,
        "cagr_pct": 52.4,
        "max_drawdown_pct": 21.9,
        "sharpe": 2.02,
        "trades": 307,
        "win_rate": 37.5,
        "avg_trade_pnl": 144.12,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.76,
        "best_trade_pnl": 5284.11,
        "worst_trade_pnl": -577.09,
        "avg_hold_days": 16.8,
        "exit_reasons": {
          "low20": 19,
          "stop": 175,
          "time": 113
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 12.6
          },
          {
            "year": 2023,
            "return_pct": 39.8
          },
          {
            "year": 2024,
            "return_pct": 39.5
          },
          {
            "year": 2025,
            "return_pct": 83.9
          },
          {
            "year": 2026,
            "return_pct": 34.3
          }
        ],
        "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": 52409.26,
        "total_return_pct": 424.1,
        "cagr_pct": 51.1,
        "max_drawdown_pct": 22.2,
        "sharpe": 1.98,
        "trades": 305,
        "win_rate": 38.4,
        "avg_trade_pnl": 139.05,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.76,
        "best_trade_pnl": 5105.34,
        "worst_trade_pnl": -557.57,
        "avg_hold_days": 17.1,
        "exit_reasons": {
          "stop": 179,
          "time": 126
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 11.9
          },
          {
            "year": 2023,
            "return_pct": 41.1
          },
          {
            "year": 2024,
            "return_pct": 40.2
          },
          {
            "year": 2025,
            "return_pct": 74.7
          },
          {
            "year": 2026,
            "return_pct": 35.6
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      },
      {
        "entry_variant": "residual80_highvol_blend80_20_fixed10",
        "exit_policy": "atr_trail3",
        "label": "80/20 entry + 3x ATR trailing stop",
        "description": "Trail the stop upward to highest close minus 3 ATR, evaluated from prior data.",
        "hold_days": 30,
        "starting_capital": 10000.0,
        "final_equity": 51056.41,
        "total_return_pct": 410.6,
        "cagr_pct": 50.2,
        "max_drawdown_pct": 21.4,
        "sharpe": 2.03,
        "trades": 321,
        "win_rate": 37.4,
        "avg_trade_pnl": 127.9,
        "best_trade_r": 12.87,
        "worst_trade_r": -3.26,
        "best_trade_pnl": 5043.78,
        "worst_trade_pnl": -539.85,
        "avg_hold_days": 15.3,
        "exit_reasons": {
          "stop": 145,
          "time": 78,
          "trailing_stop": 98
        },
        "skipped_book_full": 0,
        "spy_return_pct": 95.7,
        "yearly_returns": [
          {
            "year": 2022,
            "return_pct": 10.3
          },
          {
            "year": 2023,
            "return_pct": 41.9
          },
          {
            "year": 2024,
            "return_pct": 36.1
          },
          {
            "year": 2025,
            "return_pct": 77.4
          },
          {
            "year": 2026,
            "return_pct": 35.1
          }
        ],
        "start_date": "2022-06-28",
        "end_date": "2026-07-02"
      }
    ],
    "note": "Research-only exit policies over the residual/high-vol 80/20 entry candidate. Every row uses the same entry qualification/ranking and changes only the exit discipline."
  },
  "portfolio_monitor": {
    "production_strategy": "residual80_highvol80_20_atr3",
    "strategies": [
      {
        "strategy": "legacy_residual80_hold",
        "label": "Legacy residual 80 + 30d hold",
        "description": "Previous production baseline: residual momentum gate/rank with 30-trading-day hold.",
        "is_production": false
      },
      {
        "strategy": "residual80_highvol80_20_hold",
        "label": "Residual/high-vol 80/20 + 30d hold",
        "description": "Promoted entry candidate before adding the ATR trailing exit.",
        "is_production": false
      },
      {
        "strategy": "residual80_highvol80_20_atr3",
        "label": "Production: residual/high-vol 80/20 + 3x ATR trail",
        "description": "The live strategy: production activation gate and Admin exit policy as currently configured, 80/20 residual/high-vol rank.",
        "is_production": true
      }
    ],
    "lookbacks": [
      {
        "lookback": "6m",
        "label": "6 months"
      },
      {
        "lookback": "1y",
        "label": "1 year"
      },
      {
        "lookback": "3y",
        "label": "3 years"
      },
      {
        "lookback": "5y",
        "label": "5 years"
      },
      {
        "lookback": "all",
        "label": "All history"
      }
    ],
    "runs": [
      {
        "strategy": "legacy_residual80_hold",
        "label": "Legacy residual 80 + 30d hold",
        "description": "Previous production baseline: residual momentum gate/rank with 30-trading-day hold.",
        "is_production": false,
        "entry_variant": "production_residual_80_fixed10",
        "exit_policy": "hold",
        "live_exit_mode": null,
        "lookback": "6m",
        "lookback_label": "6 months",
        "starting_capital": 10000.0,
        "final_equity": 13158.33,
        "total_return_pct": 31.6,
        "cagr_pct": 72.9,
        "max_drawdown_pct": 6.8,
        "sharpe": 3.15,
        "trades": 31,
        "win_rate": 41.9,
        "avg_trade_pnl": 101.88,
        "best_trade_r": 12.87,
        "worst_trade_r": -1.79,
        "best_trade_pnl": 1389.22,
        "worst_trade_pnl": -142.57,
        "avg_hold_days": 16.8,
        "exit_reasons": {
          "stop": 18,
          "time": 13
        },
        "skipped_book_full": 0,
        "spy_return_pct": 9.2,
        "yearly_returns": [
          {
            "year": 2025,
            "return_pct": 0.0
          },
          {
            "year": 2026,
            "return_pct": 31.6
          }
        ],
        "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": 9990.34,
            "return_pct": -0.1
          },
          {
            "date": "2026-01-08",
            "equity": 10080.41,
            "return_pct": 0.8
          },
          {
            "date": "2026-01-09",
            "equity": 10127.43,
            "return_pct": 1.27
          },
          {
            "date": "2026-01-12",
            "equity": 10331.35,
            "return_pct": 3.31
          },
          {
            "date": "2026-01-13",
            "equity": 10442.28,
            "return_pct": 4.42
          },
          {
            "date": "2026-01-14",
            "equity": 10473.24,
            "return_pct": 4.73
          },
          {
            "date": "2026-01-15",
            "equity": 10541.56,
            "return_pct": 5.42
          },
          {
            "date": "2026-01-16",
            "equity": 10352.94,
            "return_pct": 3.53
          },
          {
            "date": "2026-01-20",
            "equity": 10400.77,
            "return_pct": 4.01
          },
          {
            "date": "2026-01-21",
            "equity": 10634.54,
            "return_pct": 6.35
          },
          {
            "date": "2026-01-22",
            "equity": 10760.66,
            "return_pct": 7.61
          },
          {
            "date": "2026-01-23",
            "equity": 10829.45,
            "return_pct": 8.29
          },
          {
            "date": "2026-01-26",
            "equity": 10863.78,
            "return_pct": 8.64
          },
          {
            "date": "2026-01-27",
            "equity": 10726.72,
            "return_pct": 7.27
          },
          {
            "date": "2026-01-28",
            "equity": 10630.33,
            "return_pct": 6.3
          },
          {
            "date": "2026-01-29",
            "equity": 10579.87,
            "return_pct": 5.8
          },
          {
            "date": "2026-01-30",
            "equity": 10480.93,
            "return_pct": 4.81
          },
          {
            "date": "2026-02-02",
            "equity": 10548.96,
            "return_pct": 5.49
          },
          {
            "date": "2026-02-03",
            "equity": 10786.74,
            "return_pct": 7.87
          },
          {
            "date": "2026-02-04",
            "equity": 10769.34,
            "return_pct": 7.69
          },
          {
            "date": "2026-02-05",
            "equity": 10763.99,
            "return_pct": 7.64
          },
          {
            "date": "2026-02-06",
            "equity": 10945.01,
            "return_pct": 9.45
          },
          {
            "date": "2026-02-09",
            "equity": 11000.63,
            "return_pct": 10.01
          },
          {
            "date": "2026-02-10",
            "equity": 11125.63,
            "return_pct": 11.26
          },
          {
            "date": "2026-02-11",
            "equity": 11261.89,
            "return_pct": 12.62
          },
          {
            "date": "2026-02-12",
            "equity": 11022.75,
            "return_pct": 10.23
          },
          {
            "date": "2026-02-13",
            "equity": 11186.58,
            "return_pct": 11.87
          },
          {
            "date": "2026-02-17",
            "equity": 11121.24,
            "return_pct": 11.21
          },
          {
            "date": "2026-02-18",
            "equity": 11250.11,
            "return_pct": 12.5
          },
          {
            "date": "2026-02-19",
            "equity": 11233.8,
            "return_pct": 12.34
          },
          {
            "date": "2026-02-20",
            "equity": 11183.73,
            "return_pct": 11.84
          },
          {
            "date": "2026-02-23",
            "equity": 11140.11,
            "return_pct": 11.4
          },
          {
            "date": "2026-02-24",
            "equity": 11289.91,
            "return_pct": 12.9
          },
          {
            "date": "2026-02-25",
            "equity": 11187.27,
            "return_pct": 11.87
          },
          {
            "date": "2026-02-26",
            "equity": 11174.05,
            "return_pct": 11.74
          },
          {
            "date": "2026-02-27",
            "equity": 11258.34,
            "return_pct": 12.58
          },
          {
            "date": "2026-03-02",
            "equity": 11101.36,
            "return_pct": 11.01
          },
          {
            "date": "2026-03-03",
            "equity": 10941.99,
            "return_pct": 9.42
          },
          {
            "date": "2026-03-04",
            "equity": 10893.84,
            "return_pct": 8.94
          },
          {
            "date": "2026-03-05",
            "equity": 10814.01,
            "return_pct": 8.14
          },
          {
            "date": "2026-03-06",
            "equity": 10825.58,
            "return_pct": 8.26
          },
          {
            "date": "2026-03-09",
            "equity": 10818.29,
            "return_pct": 8.18
          },
          {
            "date": "2026-03-10",
            "equity": 10780.23,
            "return_pct": 7.8
          },
          {
            "date": "2026-03-11",
            "equity": 10816.7,
            "return_pct": 8.17
          },
          {
            "date": "2026-03-12",
            "equity": 10867.59,
            "return_pct": 8.68
          },
          {
            "date": "2026-03-13",
            "equity": 10842.97,
            "return_pct": 8.43
          },
          {
            "date": "2026-03-16",
            "equity": 10822.73,
            "return_pct": 8.23
          },
          {
            "date": "2026-03-17",
            "equity": 10894.72,
            "return_pct": 8.95
          },
          {
            "date": "2026-03-18",
            "equity": 10825.57,
            "return_pct": 8.26
          },
          {
            "date": "2026-03-19",
            "equity": 10774.0,
            "return_pct": 7.74
          },
          {
            "date": "2026-03-20",
            "equity": 10629.15,
            "return_pct": 6.29
          },
          {
            "date": "2026-03-23",
            "equity": 10783.63,
            "return_pct": 7.84
          },
          {
            "date": "2026-03-24",
            "equity": 10841.03,
            "return_pct": 8.41
          },
          {
            "date": "2026-03-25",
            "equity": 10849.96,
            "return_pct": 8.5
          },
          {
            "date": "2026-03-26",
            "equity": 10803.24,
            "return_pct": 8.03
          },
          {
            "date": "2026-03-27",
            "equity": 10777.43,
            "return_pct": 7.77
          },
          {
            "date": "2026-03-30",
            "equity": 10734.03,
            "return_pct": 7.34
          },
          {
            "date": "2026-03-31",
            "equity": 10804.49,
            "return_pct": 8.04
          },
          {
            "date": "2026-04-01",
            "equity": 10803.85,
            "return_pct": 8.04
          },
          {
            "date": "2026-04-02",
            "equity": 10852.53,
            "return_pct": 8.53
          },
          {
            "date": "2026-04-06",
            "equity": 10826.26,
            "return_pct": 8.26
          },
          {
            "date": "2026-04-07",
            "equity": 10805.89,
            "return_pct": 8.06
          },
          {
            "date": "2026-04-08",
            "equity": 11196.42,
            "return_pct": 11.96
          },
          {
            "date": "2026-04-09",
            "equity": 11295.33,
            "return_pct": 12.95
          },
          {
            "date": "2026-04-10",
            "equity": 11362.99,
            "return_pct": 13.63
          },
          {
            "date": "2026-04-13",
            "equity": 11386.61,
            "return_pct": 13.87
          },
          {
            "date": "2026-04-14",
            "equity": 11588.18,
            "return_pct": 15.88
          },
          {
            "date": "2026-04-15",
            "equity": 11453.6,
            "return_pct": 14.54
          },
          {
            "date": "2026-04-16",
            "equity": 11576.0,
            "return_pct": 15.76
          },
          {
            "date": "2026-04-17",
            "equity": 11760.49,
            "return_pct": 17.6
          },
          {
            "date": "2026-04-20",
            "equity": 11721.73,
            "return_pct": 17.22
          },
          {
            "date": "2026-04-21",
            "equity": 11710.94,
            "return_pct": 17.11
          },
          {
            "date": "2026-04-22",
            "equity": 11924.81,
            "return_pct": 19.25
          },
          {
            "date": "2026-04-23",
            "equity": 11975.78,
            "return_pct": 19.76
          },
          {
            "date": "2026-04-24",
            "equity": 12323.93,
            "return_pct": 23.24
          },
          {
            "date": "2026-04-27",
            "equity": 12343.08,
            "return_pct": 23.43
          },
          {
            "date": "2026-04-28",
            "equity": 12141.75,
            "return_pct": 21.42
          },
          {
            "date": "2026-04-29",
            "equity": 12236.87,
            "return_pct": 22.37
          },
          {
            "date": "2026-04-30",
            "equity": 12706.91,
            "return_pct": 27.07
          },
          {
            "date": "2026-05-01",
            "equity": 12703.0,
            "return_pct": 27.03
          },
          {
            "date": "2026-05-04",
            "equity": 12578.68,
            "return_pct": 25.79
          },
          {
            "date": "2026-05-05",
            "equity": 12826.66,
            "return_pct": 28.27
          },
          {
            "date": "2026-05-06",
            "equity": 13428.85,
            "return_pct": 34.29
          },
          {
            "date": "2026-05-07",
            "equity": 13209.56,
            "return_pct": 32.1
          },
          {
            "date": "2026-05-08",
            "equity": 13550.58,
            "return_pct": 35.51
          },
          {
            "date": "2026-05-11",
            "equity": 13670.78,
            "return_pct": 36.71
          },
          {
            "date": "2026-05-12",
            "equity": 13622.28,
            "return_pct": 36.22
          },
          {
            "date": "2026-05-13",
            "equity": 13744.55,
            "return_pct": 37.45
          },
          {
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        ]
      },
      {
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        ],
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            "date": "2021-07-06",
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            "date": "2021-11-01",
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            "date": "2021-11-02",
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            "date": "2021-11-03",
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            "date": "2021-11-04",
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            "date": "2021-11-05",
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            "date": "2021-11-11",
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            "date": "2021-11-23",
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          {
            "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): +50.2% CAGR, Sharpe 2.03, max drawdown -21.4%."
      },
      {
        "topic": "exit",
        "text": "Legacy exit diagnostic: hold 30 trading days with the initial stop (+0.58R net/trade vs +0.20R for the S/R target exit). The simulated book agrees: +48.8% vs +26.9% 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 +0.28R/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 (+0.22R over 504 setups)."
      },
      {
        "topic": "benchmark",
        "text": "Book vs SPY: beats buy-and-hold by +296.6 points (+392.3% vs +95.7%), max drawdown \u221215.8%."
      },
      {
        "topic": "robustness",
        "text": "Robustness: expectancy survives removing the top 5% of winners (+0.21R 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 2.00 vs 2.00, CAGR +48.8% vs +48.8%, skipped 0 vs 0."
      },
      {
        "topic": "cutoff_90",
        "candidate": false,
        "text": "Cutoff 90 stays research-only: Raw 90 / max 10 Sharpe 1.56 vs 2.00, drawdown 16.9% vs 15.8%, CAGR +33.1% vs +48.8%."
      },
      {
        "topic": "low_vol_overlay",
        "candidate": false,
        "text": "Low-vol overlay stays research-only: Residual 80 + low-vol 50 / max 10 Sharpe 1.71 vs 2.00, drawdown 9.2% vs 15.8%, CAGR +16.7% vs +48.8%."
      },
      {
        "topic": "high_vol_overlay",
        "candidate": false,
        "text": "High-vol overlay stays research-only: Residual 80 + high-vol 60/40 blend / max 10 Sharpe 2.01 vs 2.00, drawdown 19.6% vs 15.8%, CAGR +51.4% vs +48.8%."
      }
    ],
    "note": "Residual 12-1 momentum is now the production activation rank. Remaining rows are research comparisons only."
  }
}