{
  "ticker": {
    "uuid": "1a9d028c-4624-4390-99bd-af2d8343d04b",
    "symbol": "HSM",
    "name": "Samuel Heath & Sons plc",
    "exchange": "LSE",
    "country": "GB",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^FTSE",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -75.824,
    "architecture_energy": 68.447,
    "architecture_maturity": 49.39,
    "architecture_confidence": 77.456,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 9.63,
        "rotation_up": 10.22,
        "upward_expansion": 13.25,
        "deceleration": 39.42,
        "rotation_down": 77.98,
        "downward_expansion": 91.25
      },
      "activity_lines": [
        2.73,
        2.89,
        3.041667,
        3.12741
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 2.55,
    "trend_reference": 3.258275,
    "distance_from_trend": -0.217377,
    "trend_direction": "Weakening",
    "fair_value": 3.354288,
    "distance_from_fair_value": -0.239779,
    "fair_value_direction": "Weakening",
    "relative_strength": -29.208657,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.337585,
    "excess_performance": -0.38882,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.217377,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.03833,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.239779,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.184096,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.292087,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.209442,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.337585,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.0,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 712,
      "relative_activity": 1.739768,
      "balance": 0.0,
      "dry_up": 3.068418,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.134193,
      "annualized_volatility": 0.270847,
      "from_high_reference": -0.3625,
      "from_low_reference": 0.133333
    },
    "levels": {
      "trend_reference": 3.258275,
      "fair_value_reference": 3.354288,
      "structural_low": 2.25,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 27,
        "median_return": 0.0,
        "positive_rate": 0.148148,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.015868,
        "regime_survival": 0.814815,
        "best_return": 0.054546,
        "worst_return": -0.1875,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.042821,
        "positive_rate": 0.2,
        "directional_follow_through": 0.7,
        "median_excess_return": -0.055865,
        "regime_survival": 0.6,
        "best_return": 0.563963,
        "worst_return": -0.1875,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.141966,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.172854,
        "regime_survival": 0.4,
        "best_return": 0.236622,
        "worst_return": -0.22144,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.047412,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.180896,
        "regime_survival": 0.333333,
        "best_return": 0.123479,
        "worst_return": -0.355803,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
        "end": "2024-07-12",
        "tenure": "New",
        "return": 0.036364,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-26",
        "end": "2024-08-02",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-09",
        "end": "2024-08-16",
        "tenure": "New",
        "return": -0.024186,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-23",
        "end": "2024-11-15",
        "tenure": "Established",
        "return": 0.025,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-22",
        "end": "2024-12-20",
        "tenure": "Developing",
        "return": -0.170732,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-27",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": -0.058824,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-07",
        "end": "2025-05-30",
        "tenure": "Established",
        "return": -0.031113,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-01",
        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-22",
        "end": "2026-01-02",
        "tenure": "Established",
        "return": 0.014926,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-09",
        "end": "2026-01-23",
        "tenure": "New",
        "return": 0.044118,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-30",
        "end": "2026-02-27",
        "tenure": "Developing",
        "return": -0.140925,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": -0.029851,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-24",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.215385,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-07-28",
        "close": 4.113604,
        "volume": 0,
        "typical_volume": 376.35,
        "trend": 4.189907,
        "fair_value": 4.1507,
        "relative_strength": -13.040984,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.26339,
        "energy": 41.171541,
        "activity_lines": [
          4.113604,
          4.113604,
          4.114756,
          4.144744
        ]
      },
      {
        "date": "2023-08-04",
        "close": 4.188129,
        "volume": 0,
        "typical_volume": 376.35,
        "trend": 4.1861,
        "fair_value": 4.164888,
        "relative_strength": -9.213327,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 0.255093,
        "energy": 19.690902,
        "activity_lines": [
          4.138446,
          4.127154,
          4.120702,
          4.144629
        ]
      },
      {
        "date": "2023-08-11",
        "close": 4.188129,
        "volume": 70,
        "typical_volume": 352.65,
        "trend": 4.182293,
        "fair_value": 4.179075,
        "relative_strength": -7.99428,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.058387,
        "energy": 18.916629,
        "activity_lines": [
          4.158319,
          4.139349,
          4.127444,
          4.14476
        ]
      },
      {
        "date": "2023-08-18",
        "close": 3.941768,
        "volume": 86,
        "typical_volume": 356.95,
        "trend": 4.170274,
        "fair_value": 4.192567,
        "relative_strength": -9.536448,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -56.14473,
        "energy": 24.118638,
        "activity_lines": [
          4.091104,
          4.105396,
          4.110369,
          4.129242
        ]
      },
      {
        "date": "2023-08-25",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 356.95,
        "trend": 4.158254,
        "fair_value": 4.206058,
        "relative_strength": -9.721649,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -56.645663,
        "energy": 30.978482,
        "activity_lines": [
          4.035344,
          4.074567,
          4.094112,
          4.1145
        ]
      },
      {
        "date": "2023-09-01",
        "close": 3.941768,
        "volume": 425,
        "typical_volume": 378.2,
        "trend": 4.146235,
        "fair_value": 4.219549,
        "relative_strength": -10.425267,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -53.74946,
        "energy": 39.034648,
        "activity_lines": [
          3.99104,
          4.046863,
          4.078674,
          4.100533
        ]
      },
      {
        "date": "2023-09-08",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 378.2,
        "trend": 4.134216,
        "fair_value": 4.232452,
        "relative_strength": -9.705327,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -54.003781,
        "energy": 50.902469,
        "activity_lines": [
          3.958192,
          4.022283,
          4.064054,
          4.087341
        ]
      },
      {
        "date": "2023-09-15",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 378.2,
        "trend": 4.122197,
        "fair_value": 4.245355,
        "relative_strength": -11.537725,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.284731,
        "energy": 50.956175,
        "activity_lines": [
          3.941768,
          4.000827,
          4.050252,
          4.074925
        ]
      },
      {
        "date": "2023-09-22",
        "close": 3.941768,
        "volume": 145,
        "typical_volume": 385.45,
        "trend": 4.108403,
        "fair_value": 4.258257,
        "relative_strength": -10.267469,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.54089,
        "energy": 39.004161,
        "activity_lines": [
          3.941768,
          3.982496,
          4.037268,
          4.063285
        ]
      },
      {
        "date": "2023-09-29",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.094609,
        "fair_value": 4.268805,
        "relative_strength": -8.405945,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.35018,
        "energy": 31.46078,
        "activity_lines": [
          3.941768,
          3.967289,
          4.025102,
          4.052534
        ]
      },
      {
        "date": "2023-10-06",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.080815,
        "fair_value": 4.279352,
        "relative_strength": -6.298192,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -53.233271,
        "energy": 28.971717,
        "activity_lines": [
          3.941768,
          3.955206,
          4.013755,
          4.042674
        ]
      },
      {
        "date": "2023-10-13",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.067022,
        "fair_value": 4.2899,
        "relative_strength": -6.935456,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.296781,
        "energy": 27.076536,
        "activity_lines": [
          3.941768,
          3.946247,
          4.003226,
          4.033703
        ]
      },
      {
        "date": "2023-10-20",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.061294,
        "fair_value": 4.30133,
        "relative_strength": -3.852543,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.383319,
        "energy": 25.491436,
        "activity_lines": [
          3.941768,
          3.941768,
          3.993515,
          4.025622
        ]
      },
      {
        "date": "2023-10-27",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.055566,
        "fair_value": 4.312761,
        "relative_strength": -1.829693,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.853005,
        "energy": 23.20555,
        "activity_lines": [
          3.941768,
          3.941768,
          3.984623,
          4.017911
        ]
      },
      {
        "date": "2023-11-03",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.049838,
        "fair_value": 4.323602,
        "relative_strength": -3.006643,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.651191,
        "energy": 21.482782,
        "activity_lines": [
          3.941768,
          3.941768,
          3.976549,
          4.010569
        ]
      },
      {
        "date": "2023-11-10",
        "close": 3.941768,
        "volume": 0,
        "typical_volume": 385.45,
        "trend": 4.04411,
        "fair_value": 4.334444,
        "relative_strength": -1.75819,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.480164,
        "energy": 32.357687,
        "activity_lines": [
          3.941768,
          3.941768,
          3.969293,
          4.003596
        ]
      },
      {
        "date": "2023-11-17",
        "close": 3.941768,
        "volume": 500,
        "typical_volume": 410.45,
        "trend": 4.038382,
        "fair_value": 4.342636,
        "relative_strength": -3.444332,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.267152,
        "energy": 54.523178,
        "activity_lines": [
          3.941768,
          3.941768,
          3.962855,
          3.996994
        ]
      },
      {
        "date": "2023-11-24",
        "close": 3.202687,
        "volume": 2400,
        "typical_volume": 530.45,
        "trend": 4.008018,
        "fair_value": 4.344619,
        "relative_strength": -20.969245,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -91.206641,
        "energy": 92.720573,
        "activity_lines": [
          3.695408,
          3.80739,
          3.886847,
          3.943078
        ]
      },
      {
        "date": "2023-12-01",
        "close": 3.202687,
        "volume": 1682,
        "typical_volume": 614.55,
        "trend": 3.977654,
        "fair_value": 4.34719,
        "relative_strength": -20.997368,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -94.092378,
        "energy": 97.806546,
        "activity_lines": [
          3.498319,
          3.686449,
          3.815177,
          3.891121
        ]
      },
      {
        "date": "2023-12-08",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 265.4,
        "trend": 3.94729,
        "fair_value": 4.348878,
        "relative_strength": -20.831465,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -91.031446,
        "energy": 96.846884,
        "activity_lines": [
          3.350503,
          3.578946,
          3.747844,
          3.841123
        ]
      },
      {
        "date": "2023-12-15",
        "close": 3.202687,
        "volume": 531,
        "typical_volume": 291.95,
        "trend": 3.916927,
        "fair_value": 4.350566,
        "relative_strength": -20.592447,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.105026,
        "energy": 91.975411,
        "activity_lines": [
          3.251959,
          3.484882,
          3.684849,
          3.793084
        ]
      },
      {
        "date": "2023-12-22",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 291.95,
        "trend": 3.886563,
        "fair_value": 4.352254,
        "relative_strength": -21.388337,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.310652,
        "energy": 88.520837,
        "activity_lines": [
          3.202687,
          3.404255,
          3.626192,
          3.747004
        ]
      },
      {
        "date": "2023-12-29",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 288.45,
        "trend": 3.856199,
        "fair_value": 4.353942,
        "relative_strength": -21.284432,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.248595,
        "energy": 82.991473,
        "activity_lines": [
          3.202687,
          3.337065,
          3.572227,
          3.702883
        ]
      },
      {
        "date": "2024-01-05",
        "close": 3.202687,
        "volume": 81,
        "typical_volume": 288.2,
        "trend": 3.825835,
        "fair_value": 4.35563,
        "relative_strength": -20.424261,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.542622,
        "energy": 67.039537,
        "activity_lines": [
          3.202687,
          3.283314,
          3.522955,
          3.660721
        ]
      },
      {
        "date": "2024-01-12",
        "close": 3.202687,
        "volume": 621,
        "typical_volume": 319.25,
        "trend": 3.795471,
        "fair_value": 4.357318,
        "relative_strength": -19.36848,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.833314,
        "energy": 63.452166,
        "activity_lines": [
          3.202687,
          3.243001,
          3.477203,
          3.620518
        ]
      },
      {
        "date": "2024-01-19",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 298.0,
        "trend": 3.765107,
        "fair_value": 4.359006,
        "relative_strength": -17.226815,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.475533,
        "energy": 60.645644,
        "activity_lines": [
          3.202687,
          3.216125,
          3.43497,
          3.582274
        ]
      },
      {
        "date": "2024-01-26",
        "close": 3.202687,
        "volume": 2221,
        "typical_volume": 409.05,
        "trend": 3.734743,
        "fair_value": 4.360694,
        "relative_strength": -18.698697,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.948845,
        "energy": 52.323928,
        "activity_lines": [
          3.202687,
          3.202687,
          3.396256,
          3.545989
        ]
      },
      {
        "date": "2024-02-02",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 409.05,
        "trend": 3.704379,
        "fair_value": 4.358555,
        "relative_strength": -18.111192,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -51.657915,
        "energy": 48.187282,
        "activity_lines": [
          3.202687,
          3.202687,
          3.361061,
          3.511663
        ]
      },
      {
        "date": "2024-02-09",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 401.8,
        "trend": 3.674015,
        "fair_value": 4.356415,
        "relative_strength": -17.266597,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.261672,
        "energy": 44.219139,
        "activity_lines": [
          3.202687,
          3.202687,
          3.329387,
          3.479295
        ]
      },
      {
        "date": "2024-02-16",
        "close": 3.202687,
        "volume": 0,
        "typical_volume": 401.8,
        "trend": 3.643651,
        "fair_value": 4.356042,
        "relative_strength": -18.383724,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.999777,
        "energy": 41.112907,
        "activity_lines": [
          3.202687,
          3.202687,
          3.301231,
          3.448887
        ]
      },
      {
        "date": "2024-02-23",
        "close": 3.247654,
        "volume": 0,
        "typical_volume": 401.8,
        "trend": 3.614787,
        "fair_value": 4.355958,
        "relative_strength": -16.766461,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.893806,
        "energy": 53.970308,
        "activity_lines": [
          3.217676,
          3.210863,
          3.280878,
          3.423339
        ]
      },
      {
        "date": "2024-03-01",
        "close": 3.247654,
        "volume": 0,
        "typical_volume": 401.8,
        "trend": 3.583437,
        "fair_value": 4.355873,
        "relative_strength": -16.109247,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.457951,
        "energy": 62.691654,
        "activity_lines": [
          3.229667,
          3.218221,
          3.26383,
          3.399653
        ]
      },
      {
        "date": "2024-03-08",
        "close": 2.748015,
        "volume": 2052,
        "typical_volume": 504.4,
        "trend": 3.535434,
        "fair_value": 4.353175,
        "relative_strength": -28.247352,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -87.907603,
        "energy": 80.570563,
        "activity_lines": [
          3.072114,
          3.133918,
          3.202502,
          3.345755
        ]
      },
      {
        "date": "2024-03-15",
        "close": 2.748015,
        "volume": 1732,
        "typical_volume": 591.0,
        "trend": 3.495642,
        "fair_value": 4.350476,
        "relative_strength": -28.218468,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -87.922428,
        "energy": 93.428474,
        "activity_lines": [
          2.944873,
          3.057882,
          3.146859,
          3.294953
        ]
      },
      {
        "date": "2024-03-22",
        "close": 2.748015,
        "volume": 101,
        "typical_volume": 596.05,
        "trend": 3.45585,
        "fair_value": 4.347777,
        "relative_strength": -29.488315,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -79.349523,
        "energy": 87.375737,
        "activity_lines": [
          2.847943,
          2.990113,
          3.096901,
          3.246719
        ]
      },
      {
        "date": "2024-03-29",
        "close": 2.748015,
        "volume": 890,
        "typical_volume": 640.55,
        "trend": 3.416058,
        "fair_value": 4.345079,
        "relative_strength": -29.144255,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.014715,
        "energy": 79.078492,
        "activity_lines": [
          2.781324,
          2.93061,
          3.052627,
          3.201053
        ]
      },
      {
        "date": "2024-04-05",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 615.55,
        "trend": 3.376266,
        "fair_value": 4.341791,
        "relative_strength": -28.252868,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.384249,
        "energy": 84.382047,
        "activity_lines": [
          2.748015,
          2.879375,
          3.014037,
          3.157953
        ]
      },
      {
        "date": "2024-04-12",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 495.55,
        "trend": 3.336475,
        "fair_value": 4.338504,
        "relative_strength": -28.502206,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.500704,
        "energy": 77.790021,
        "activity_lines": [
          2.748015,
          2.836406,
          2.981132,
          3.117421
        ]
      },
      {
        "date": "2024-04-19",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 411.45,
        "trend": 3.296683,
        "fair_value": 4.335216,
        "relative_strength": -27.098509,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.405929,
        "energy": 64.705758,
        "activity_lines": [
          2.748015,
          2.801703,
          2.950393,
          3.079456
        ]
      },
      {
        "date": "2024-04-26",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 411.45,
        "trend": 3.256891,
        "fair_value": 4.331929,
        "relative_strength": -28.751811,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.830023,
        "energy": 73.12337,
        "activity_lines": [
          2.748015,
          2.775268,
          2.921818,
          3.044058
        ]
      },
      {
        "date": "2024-05-03",
        "close": 2.748015,
        "volume": 2000,
        "typical_volume": 484.9,
        "trend": 3.217099,
        "fair_value": 4.328936,
        "relative_strength": -28.82997,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.770898,
        "energy": 58.070742,
        "activity_lines": [
          2.748015,
          2.757099,
          2.895409,
          3.011227
        ]
      },
      {
        "date": "2024-05-10",
        "close": 2.748015,
        "volume": 26,
        "typical_volume": 486.2,
        "trend": 3.177308,
        "fair_value": 4.325943,
        "relative_strength": -30.103887,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -51.764017,
        "energy": 47.783311,
        "activity_lines": [
          2.748015,
          2.748015,
          2.871164,
          2.980963
        ]
      },
      {
        "date": "2024-05-17",
        "close": 2.748015,
        "volume": 48,
        "typical_volume": 488.6,
        "trend": 3.137516,
        "fair_value": 4.32295,
        "relative_strength": -29.397784,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.136283,
        "energy": 40.605309,
        "activity_lines": [
          2.748015,
          2.748015,
          2.849085,
          2.953267
        ]
      },
      {
        "date": "2024-05-24",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 484.55,
        "trend": 3.097724,
        "fair_value": 4.319957,
        "relative_strength": -27.899275,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -47.679039,
        "energy": 37.420727,
        "activity_lines": [
          2.748015,
          2.748015,
          2.829171,
          2.928138
        ]
      },
      {
        "date": "2024-05-31",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 453.5,
        "trend": 3.057932,
        "fair_value": 4.316964,
        "relative_strength": -26.891354,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -45.96672,
        "energy": 34.050087,
        "activity_lines": [
          2.748015,
          2.748015,
          2.811422,
          2.905576
        ]
      },
      {
        "date": "2024-06-07",
        "close": 2.748015,
        "volume": 250,
        "typical_volume": 466.0,
        "trend": 3.018141,
        "fair_value": 4.313971,
        "relative_strength": -25.964984,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -48.736375,
        "energy": 40.775089,
        "activity_lines": [
          2.748015,
          2.748015,
          2.795838,
          2.885582
        ]
      },
      {
        "date": "2024-06-14",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 354.95,
        "trend": 2.978349,
        "fair_value": 4.310978,
        "relative_strength": -24.421114,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "down",
        "direction": -48.816122,
        "energy": 46.227718,
        "activity_lines": [
          2.748015,
          2.748015,
          2.782419,
          2.868154
        ]
      },
      {
        "date": "2024-06-21",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 354.95,
        "trend": 2.963193,
        "fair_value": 4.307985,
        "relative_strength": -24.546417,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.660658,
        "energy": 58.469084,
        "activity_lines": [
          2.748015,
          2.748015,
          2.771165,
          2.853294
        ]
      },
      {
        "date": "2024-06-28",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 354.95,
        "trend": 2.948037,
        "fair_value": 4.304992,
        "relative_strength": -23.16573,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.190897,
        "energy": 68.609705,
        "activity_lines": [
          2.748015,
          2.748015,
          2.762076,
          2.839411
        ]
      },
      {
        "date": "2024-07-05",
        "close": 2.748015,
        "volume": 0,
        "typical_volume": 354.95,
        "trend": 2.932882,
        "fair_value": 4.301999,
        "relative_strength": -22.752145,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.398765,
        "energy": 54.495887,
        "activity_lines": [
          2.748015,
          2.748015,
          2.755153,
          2.826507
        ]
      },
      {
        "date": "2024-07-12",
        "close": 2.847943,
        "volume": 500,
        "typical_volume": 379.95,
        "trend": 2.921057,
        "fair_value": 4.299646,
        "relative_strength": -19.67671,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -12.437249,
        "energy": 14.898184,
        "activity_lines": [
          2.781324,
          2.766184,
          2.759911,
          2.821027
        ]
      },
      {
        "date": "2024-07-26",
        "close": 2.897907,
        "volume": 2500,
        "typical_volume": 504.95,
        "trend": 2.910897,
        "fair_value": 4.297614,
        "relative_strength": -17.90382,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 7.109345,
        "energy": 14.301513,
        "activity_lines": [
          2.824626,
          2.79162,
          2.771332,
          2.819533
        ]
      },
      {
        "date": "2024-08-02",
        "close": 2.897907,
        "volume": 1,
        "typical_volume": 402.4,
        "trend": 2.900738,
        "fair_value": 4.293692,
        "relative_strength": -16.106923,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 5.846161,
        "energy": 19.679222,
        "activity_lines": [
          2.857936,
          2.814331,
          2.784417,
          2.818695
        ]
      },
      {
        "date": "2024-08-09",
        "close": 4.097041,
        "volume": 7426,
        "typical_volume": 687.1,
        "trend": 2.93055,
        "fair_value": 4.297456,
        "relative_strength": 18.985271,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 68.732313,
        "energy": 79.872429,
        "activity_lines": [
          3.280964,
          3.052341,
          2.910993,
          2.895876
        ]
      },
      {
        "date": "2024-08-16",
        "close": 3.997948,
        "volume": 440,
        "typical_volume": 704.05,
        "trend": 2.957059,
        "fair_value": 4.300586,
        "relative_strength": 14.500471,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 96.917739,
        "energy": 98.713691,
        "activity_lines": [
          3.581025,
          3.247806,
          3.021707,
          2.96474
        ]
      },
      {
        "date": "2024-08-23",
        "close": 3.997948,
        "volume": 0,
        "typical_volume": 659.55,
        "trend": 2.983567,
        "fair_value": 4.303715,
        "relative_strength": 14.60388,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 92.319196,
        "energy": 97.291409,
        "activity_lines": [
          3.797758,
          3.420545,
          3.126468,
          3.031895
        ]
      },
      {
        "date": "2024-08-30",
        "close": 3.997948,
        "volume": 0,
        "typical_volume": 659.55,
        "trend": 3.010076,
        "fair_value": 4.306844,
        "relative_strength": 14.250155,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.41757,
        "energy": 92.441087,
        "activity_lines": [
          3.937824,
          3.570559,
          3.225278,
          3.097338
        ]
      },
      {
        "date": "2024-09-06",
        "close": 3.997948,
        "volume": 0,
        "typical_volume": 659.55,
        "trend": 3.036585,
        "fair_value": 4.309973,
        "relative_strength": 17.187225,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.648876,
        "energy": 88.994805,
        "activity_lines": [
          4.004554,
          3.697846,
          3.318136,
          3.161072
        ]
      },
      {
        "date": "2024-09-13",
        "close": 3.997948,
        "volume": 0,
        "typical_volume": 659.55,
        "trend": 3.063093,
        "fair_value": 4.313103,
        "relative_strength": 16.124592,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.257873,
        "energy": 88.238849,
        "activity_lines": [
          3.997948,
          3.802407,
          3.405042,
          3.223096
        ]
      },
      {
        "date": "2024-09-20",
        "close": 4.147871,
        "volume": 1634,
        "typical_volume": 741.25,
        "trend": 3.0946,
        "fair_value": 4.317193,
        "relative_strength": 21.150324,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 79.499411,
        "energy": 72.301871,
        "activity_lines": [
          4.047922,
          3.911501,
          3.500274,
          3.293081
        ]
      },
      {
        "date": "2024-09-27",
        "close": 4.297794,
        "volume": 151,
        "typical_volume": 648.8,
        "trend": 3.129604,
        "fair_value": 4.322244,
        "relative_strength": 24.139218,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.355565,
        "energy": 73.677211,
        "activity_lines": [
          4.137876,
          4.022401,
          3.603118,
          3.370707
        ]
      },
      {
        "date": "2024-10-04",
        "close": 4.297794,
        "volume": 0,
        "typical_volume": 647.5,
        "trend": 3.164609,
        "fair_value": 4.327296,
        "relative_strength": 24.736588,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.600262,
        "energy": 71.244703,
        "activity_lines": [
          4.20784,
          4.106941,
          3.698582,
          3.446074
        ]
      },
      {
        "date": "2024-10-11",
        "close": 4.147871,
        "volume": 4337,
        "typical_volume": 861.95,
        "trend": 3.211271,
        "fair_value": 4.331386,
        "relative_strength": 20.908424,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.578462,
        "energy": 64.898838,
        "activity_lines": [
          4.20784,
          4.138769,
          3.772389,
          3.50951
        ]
      },
      {
        "date": "2024-10-18",
        "close": 4.147871,
        "volume": 0,
        "typical_volume": 861.95,
        "trend": 3.257933,
        "fair_value": 4.335476,
        "relative_strength": 19.519318,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.068295,
        "energy": 63.767285,
        "activity_lines": [
          4.197845,
          4.147871,
          3.839529,
          3.569936
        ]
      },
      {
        "date": "2024-10-25",
        "close": 4.147871,
        "volume": 0,
        "typical_volume": 861.95,
        "trend": 3.304594,
        "fair_value": 4.332667,
        "relative_strength": 21.272574,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.200978,
        "energy": 61.687371,
        "activity_lines": [
          4.177856,
          4.156049,
          3.900003,
          3.627351
        ]
      },
      {
        "date": "2024-11-01",
        "close": 4.097896,
        "volume": 300,
        "typical_volume": 864.45,
        "trend": 3.349591,
        "fair_value": 4.329538,
        "relative_strength": 21.082194,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 49.795993,
        "energy": 50.19139,
        "activity_lines": [
          4.141208,
          4.152414,
          3.949052,
          3.678532
        ]
      },
      {
        "date": "2024-11-08",
        "close": 4.097896,
        "volume": 0,
        "typical_volume": 864.45,
        "trend": 3.394587,
        "fair_value": 4.326408,
        "relative_strength": 22.789693,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.513,
        "energy": 71.76744,
        "activity_lines": [
          4.117886,
          4.146962,
          3.991673,
          3.72681
        ]
      },
      {
        "date": "2024-11-15",
        "close": 4.097896,
        "volume": 34,
        "typical_volume": 866.15,
        "trend": 3.439583,
        "fair_value": 4.323278,
        "relative_strength": 23.080139,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.572964,
        "energy": 55.924263,
        "activity_lines": [
          4.107891,
          4.139693,
          4.027865,
          3.772185
        ]
      },
      {
        "date": "2024-11-22",
        "close": 4.097896,
        "volume": 0,
        "typical_volume": 866.15,
        "trend": 3.484579,
        "fair_value": 4.316549,
        "relative_strength": 20.287141,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.142067,
        "energy": 48.632866,
        "activity_lines": [
          4.101228,
          4.130607,
          4.05763,
          3.814656
        ]
      },
      {
        "date": "2024-11-29",
        "close": 3.598153,
        "volume": 150,
        "typical_volume": 873.65,
        "trend": 3.512917,
        "fair_value": 4.306616,
        "relative_strength": 5.265017,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -3.798685,
        "energy": 16.81298,
        "activity_lines": [
          3.931315,
          4.028841,
          4.033372,
          3.821984
        ]
      },
      {
        "date": "2024-12-06",
        "close": 3.598153,
        "volume": 421,
        "typical_volume": 869.7,
        "trend": 3.541254,
        "fair_value": 4.296683,
        "relative_strength": 4.95745,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -18.742106,
        "energy": 32.428077,
        "activity_lines": [
          3.79805,
          3.93707,
          4.005066,
          3.827483
        ]
      },
      {
        "date": "2024-12-13",
        "close": 3.598153,
        "volume": 0,
        "typical_volume": 744.7,
        "trend": 3.569592,
        "fair_value": 4.286751,
        "relative_strength": 5.015646,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -19.069981,
        "energy": 41.317991,
        "activity_lines": [
          3.698102,
          3.858019,
          3.973187,
          3.831154
        ]
      },
      {
        "date": "2024-12-20",
        "close": 3.398256,
        "volume": 392,
        "typical_volume": 764.25,
        "trend": 3.591267,
        "fair_value": 4.275536,
        "relative_strength": 1.838948,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -48.906069,
        "energy": 58.670637,
        "activity_lines": [
          3.564837,
          3.755345,
          3.918937,
          3.8201
        ]
      },
      {
        "date": "2024-12-27",
        "close": 3.398256,
        "volume": 0,
        "typical_volume": 392.95,
        "trend": 3.612942,
        "fair_value": 4.264322,
        "relative_strength": 1.019958,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.923448,
        "energy": 78.499766,
        "activity_lines": [
          3.478215,
          3.6663,
          3.862303,
          3.807647
        ]
      },
      {
        "date": "2025-01-03",
        "close": 3.398256,
        "volume": 0,
        "typical_volume": 370.95,
        "trend": 3.634617,
        "fair_value": 4.253108,
        "relative_strength": 0.112879,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.821478,
        "energy": 76.670004,
        "activity_lines": [
          3.438235,
          3.590884,
          3.808997,
          3.793797
        ]
      },
      {
        "date": "2025-01-10",
        "close": 3.398256,
        "volume": 60,
        "typical_volume": 373.95,
        "trend": 3.656291,
        "fair_value": 4.241894,
        "relative_strength": -0.163495,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -45.939164,
        "energy": 80.779841,
        "activity_lines": [
          3.411582,
          3.529098,
          3.758547,
          3.778548
        ]
      },
      {
        "date": "2025-01-17",
        "close": 3.398256,
        "volume": 0,
        "typical_volume": 373.95,
        "trend": 3.677966,
        "fair_value": 4.230679,
        "relative_strength": -3.084221,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -41.268121,
        "energy": 78.579032,
        "activity_lines": [
          3.398256,
          3.480032,
          3.710952,
          3.7619
        ]
      },
      {
        "date": "2025-01-24",
        "close": 3.198359,
        "volume": 150,
        "typical_volume": 381.45,
        "trend": 3.692977,
        "fair_value": 4.218184,
        "relative_strength": -8.528814,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -62.542946,
        "energy": 84.993802,
        "activity_lines": [
          3.331624,
          3.407342,
          3.647176,
          3.730958
        ]
      },
      {
        "date": "2025-01-31",
        "close": 3.198358,
        "volume": 0,
        "typical_volume": 381.45,
        "trend": 3.707989,
        "fair_value": 4.205688,
        "relative_strength": -10.125191,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -86.499461,
        "energy": 94.8116,
        "activity_lines": [
          3.278317,
          3.351007,
          3.587206,
          3.699047
        ]
      },
      {
        "date": "2025-02-07",
        "close": 3.198358,
        "volume": 60,
        "typical_volume": 302.75,
        "trend": 3.723,
        "fair_value": 4.193192,
        "relative_strength": -10.176026,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -77.425944,
        "energy": 88.78507,
        "activity_lines": [
          3.238338,
          3.311028,
          3.531045,
          3.666168
        ]
      },
      {
        "date": "2025-02-14",
        "close": 3.198358,
        "volume": 9,
        "typical_volume": 295.65,
        "trend": 3.734681,
        "fair_value": 4.177697,
        "relative_strength": -10.266221,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.018637,
        "energy": 89.529984,
        "activity_lines": [
          3.211685,
          3.278317,
          3.479405,
          3.63232
        ]
      },
      {
        "date": "2025-02-21",
        "close": 2.998883,
        "volume": 352,
        "typical_volume": 313.25,
        "trend": 3.738047,
        "fair_value": 4.160923,
        "relative_strength": -14.87579,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -89.909391,
        "energy": 91.380194,
        "activity_lines": [
          3.131866,
          3.216608,
          3.414002,
          3.584849
        ]
      },
      {
        "date": "2025-02-28",
        "close": 2.998883,
        "volume": 21,
        "typical_volume": 97.45,
        "trend": 3.741413,
        "fair_value": 4.144149,
        "relative_strength": -16.00639,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -89.928766,
        "energy": 96.099387,
        "activity_lines": [
          3.078673,
          3.165794,
          3.354785,
          3.537161
        ]
      },
      {
        "date": "2025-03-07",
        "close": 2.998883,
        "volume": 0,
        "typical_volume": 97.45,
        "trend": 3.704807,
        "fair_value": 4.127042,
        "relative_strength": -14.436759,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.857171,
        "energy": 93.532317,
        "activity_lines": [
          3.038778,
          3.122241,
          3.301039,
          3.489256
        ]
      },
      {
        "date": "2025-03-14",
        "close": 2.998883,
        "volume": 0,
        "typical_volume": 97.45,
        "trend": 3.671505,
        "fair_value": 4.109934,
        "relative_strength": -13.91837,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.128625,
        "energy": 90.358972,
        "activity_lines": [
          3.012181,
          3.08595,
          3.252765,
          3.443712
        ]
      },
      {
        "date": "2025-03-21",
        "close": 3.098846,
        "volume": 1593,
        "typical_volume": 162.1,
        "trend": 3.641535,
        "fair_value": 4.093468,
        "relative_strength": -11.209821,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.393154,
        "energy": 86.258981,
        "activity_lines": [
          3.032204,
          3.075095,
          3.219482,
          3.406766
        ]
      },
      {
        "date": "2025-03-28",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 162.1,
        "trend": 3.611565,
        "fair_value": 4.077002,
        "relative_strength": -11.381973,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.414273,
        "energy": 66.396315,
        "activity_lines": [
          3.058861,
          3.069684,
          3.190957,
          3.371754
        ]
      },
      {
        "date": "2025-04-04",
        "close": 3.098846,
        "volume": 75,
        "typical_volume": 164.15,
        "trend": 3.581595,
        "fair_value": 4.060535,
        "relative_strength": -4.91541,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.471676,
        "energy": 56.875005,
        "activity_lines": [
          3.078853,
          3.069717,
          3.167189,
          3.338676
        ]
      },
      {
        "date": "2025-04-11",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 164.15,
        "trend": 3.551625,
        "fair_value": 4.044069,
        "relative_strength": -4.021762,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.038557,
        "energy": 49.552859,
        "activity_lines": [
          3.092182,
          3.071559,
          3.148178,
          3.307531
        ]
      },
      {
        "date": "2025-04-18",
        "close": 3.098845,
        "volume": 96,
        "typical_volume": 161.45,
        "trend": 3.516657,
        "fair_value": 4.027603,
        "relative_strength": -7.769023,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.8169,
        "energy": 40.074465,
        "activity_lines": [
          3.098846,
          3.07521,
          3.133925,
          3.278319
        ]
      },
      {
        "date": "2025-04-25",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 140.4,
        "trend": 3.476692,
        "fair_value": 4.011136,
        "relative_strength": -9.385762,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.449498,
        "energy": 39.657123,
        "activity_lines": [
          3.098845,
          3.080671,
          3.122049,
          3.251363
        ]
      },
      {
        "date": "2025-05-02",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 140.4,
        "trend": 3.436727,
        "fair_value": 3.99467,
        "relative_strength": -11.390671,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.814479,
        "energy": 35.703193,
        "activity_lines": [
          3.098845,
          3.08794,
          3.112552,
          3.226986
        ]
      },
      {
        "date": "2025-05-09",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 120.8,
        "trend": 3.40176,
        "fair_value": 3.978203,
        "relative_strength": -11.076055,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.966943,
        "energy": 34.265346,
        "activity_lines": [
          3.098845,
          3.093393,
          3.105431,
          3.205187
        ]
      },
      {
        "date": "2025-05-16",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 120.8,
        "trend": 3.366792,
        "fair_value": 3.961737,
        "relative_strength": -12.533035,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.040021,
        "energy": 32.945409,
        "activity_lines": [
          3.098845,
          3.097028,
          3.099737,
          3.185644
        ]
      },
      {
        "date": "2025-05-23",
        "close": 3.098846,
        "volume": 1850,
        "typical_volume": 213.3,
        "trend": 3.331825,
        "fair_value": 3.945271,
        "relative_strength": -12.987491,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.134259,
        "energy": 27.051859,
        "activity_lines": [
          3.098846,
          3.098846,
          3.095468,
          3.168358
        ]
      },
      {
        "date": "2025-05-30",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 210.3,
        "trend": 3.298523,
        "fair_value": 3.928804,
        "relative_strength": -13.620056,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -27.094629,
        "energy": 24.191032,
        "activity_lines": [
          3.098846,
          3.098846,
          3.092625,
          3.153327
        ]
      },
      {
        "date": "2025-06-06",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 210.3,
        "trend": 3.265221,
        "fair_value": 3.912338,
        "relative_strength": -14.335012,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.216334,
        "energy": 21.413216,
        "activity_lines": [
          3.098846,
          3.098846,
          3.091208,
          3.140444
        ]
      },
      {
        "date": "2025-06-13",
        "close": 3.098846,
        "volume": 500,
        "typical_volume": 227.8,
        "trend": 3.23192,
        "fair_value": 3.895871,
        "relative_strength": -14.525596,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -23.310886,
        "energy": 18.068484,
        "activity_lines": [
          3.098846,
          3.098846,
          3.091217,
          3.12971
        ]
      },
      {
        "date": "2025-06-20",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 227.8,
        "trend": 3.198618,
        "fair_value": 3.879405,
        "relative_strength": -13.850359,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -23.253271,
        "energy": 18.694678,
        "activity_lines": [
          3.098846,
          3.098846,
          3.091699,
          3.121125
        ]
      },
      {
        "date": "2025-06-27",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 224.8,
        "trend": 3.181975,
        "fair_value": 3.862939,
        "relative_strength": -14.16221,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.737096,
        "energy": 18.756889,
        "activity_lines": [
          3.098846,
          3.098846,
          3.092655,
          3.114688
        ]
      },
      {
        "date": "2025-07-04",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 224.35,
        "trend": 3.165331,
        "fair_value": 3.847078,
        "relative_strength": -14.454366,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.367173,
        "energy": 18.231353,
        "activity_lines": [
          3.098845,
          3.098846,
          3.094085,
          3.109325
        ]
      },
      {
        "date": "2025-07-11",
        "close": 3.098845,
        "volume": 0,
        "typical_volume": 206.75,
        "trend": 3.148687,
        "fair_value": 3.831217,
        "relative_strength": -15.631178,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.244883,
        "energy": 15.284647,
        "activity_lines": [
          3.098845,
          3.098845,
          3.095989,
          3.105035
        ]
      },
      {
        "date": "2025-07-18",
        "close": 3.098846,
        "volume": 0,
        "typical_volume": 205.7,
        "trend": 3.138707,
        "fair_value": 3.815356,
        "relative_strength": -16.107834,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.413695,
        "energy": 15.69366,
        "activity_lines": [
          3.098845,
          3.098846,
          3.097418,
          3.10182
        ]
      },
      {
        "date": "2025-08-01",
        "close": 3.348752,
        "volume": 0,
        "typical_volume": 205.7,
        "trend": 3.137057,
        "fair_value": 3.801097,
        "relative_strength": -10.189197,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 61.697865,
        "energy": 74.242329,
        "activity_lines": [
          3.182148,
          3.144283,
          3.12217,
          3.115371
        ]
      },
      {
        "date": "2025-08-08",
        "close": 3.348752,
        "volume": 200,
        "typical_volume": 215.7,
        "trend": 3.135407,
        "fair_value": 3.784416,
        "relative_strength": -10.514009,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 62.992887,
        "energy": 84.179231,
        "activity_lines": [
          3.248789,
          3.185177,
          3.145257,
          3.129029
        ]
      },
      {
        "date": "2025-08-15",
        "close": 3.348752,
        "volume": 0,
        "typical_volume": 136.05,
        "trend": 3.133757,
        "fair_value": 3.767272,
        "relative_strength": -10.370764,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 84.113602,
        "energy": 93.975602,
        "activity_lines": [
          3.298771,
          3.221527,
          3.166677,
          3.142793
        ]
      },
      {
        "date": "2025-08-22",
        "close": 3.349608,
        "volume": 70,
        "typical_volume": 139.55,
        "trend": 3.132135,
        "fair_value": 3.750133,
        "relative_strength": -11.597152,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.028616,
        "energy": 90.158253,
        "activity_lines": [
          3.332377,
          3.253489,
          3.186989,
          3.156719
        ]
      },
      {
        "date": "2025-08-29",
        "close": 3.349608,
        "volume": 0,
        "typical_volume": 135.8,
        "trend": 3.137177,
        "fair_value": 3.732994,
        "relative_strength": -9.814076,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.77612,
        "energy": 88.949253,
        "activity_lines": [
          3.349266,
          3.280891,
          3.206107,
          3.170749
        ]
      },
      {
        "date": "2025-09-05",
        "close": 3.349608,
        "volume": 250,
        "typical_volume": 148.3,
        "trend": 3.142218,
        "fair_value": 3.715855,
        "relative_strength": -9.530265,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.471717,
        "energy": 87.099094,
        "activity_lines": [
          3.349437,
          3.303735,
          3.224031,
          3.184455
        ]
      },
      {
        "date": "2025-09-12",
        "close": 3.449597,
        "volume": 0,
        "typical_volume": 143.5,
        "trend": 3.150593,
        "fair_value": 3.699357,
        "relative_strength": -7.063029,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.821291,
        "energy": 76.154315,
        "activity_lines": [
          3.382881,
          3.340198,
          3.250284,
          3.204286
        ]
      },
      {
        "date": "2025-09-19",
        "close": 3.449597,
        "volume": 0,
        "typical_volume": 143.5,
        "trend": 3.158968,
        "fair_value": 3.682859,
        "relative_strength": -5.898269,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.120446,
        "energy": 88.926223,
        "activity_lines": [
          3.409601,
          3.370285,
          3.274866,
          3.223576
        ]
      },
      {
        "date": "2025-09-26",
        "close": 3.449597,
        "volume": 162,
        "typical_volume": 151.6,
        "trend": 3.173991,
        "fair_value": 3.666361,
        "relative_strength": -5.986338,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.461476,
        "energy": 68.116772,
        "activity_lines": [
          3.429599,
          3.393994,
          3.297778,
          3.242326
        ]
      },
      {
        "date": "2025-10-03",
        "close": 3.24962,
        "volume": 3392,
        "typical_volume": 321.2,
        "trend": 3.182349,
        "fair_value": 3.648581,
        "relative_strength": -12.622864,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.451289,
        "energy": 42.132083,
        "activity_lines": [
          3.376272,
          3.374967,
          3.299974,
          3.247206
        ]
      },
      {
        "date": "2025-10-10",
        "close": 3.24962,
        "volume": 1109,
        "typical_volume": 376.65,
        "trend": 3.190707,
        "fair_value": 3.63264,
        "relative_strength": -11.27244,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 38.488718,
        "energy": 21.47706,
        "activity_lines": [
          3.329611,
          3.353198,
          3.301453,
          3.251546
        ]
      },
      {
        "date": "2025-10-17",
        "close": 3.399603,
        "volume": 8000,
        "typical_volume": 684.15,
        "trend": 3.204064,
        "fair_value": 3.620724,
        "relative_strength": -5.805197,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 41.112839,
        "energy": 18.8318,
        "activity_lines": [
          3.33961,
          3.360501,
          3.316497,
          3.265023
        ]
      },
      {
        "date": "2025-10-24",
        "close": 3.24962,
        "volume": 196,
        "typical_volume": 693.95,
        "trend": 3.20909,
        "fair_value": 3.609686,
        "relative_strength": -11.978108,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 26.34229,
        "energy": 17.258439,
        "activity_lines": [
          3.302947,
          3.33961,
          3.315825,
          3.267962
        ]
      },
      {
        "date": "2025-11-07",
        "close": 3.399603,
        "volume": 31,
        "typical_volume": 695.5,
        "trend": 3.219116,
        "fair_value": 3.599609,
        "relative_strength": -7.562677,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 36.517703,
        "energy": 15.888234,
        "activity_lines": [
          3.329611,
          3.347791,
          3.328719,
          3.280253
        ]
      },
      {
        "date": "2025-11-14",
        "close": 3.399603,
        "volume": 0,
        "typical_volume": 670.5,
        "trend": 3.229141,
        "fair_value": 3.589532,
        "relative_strength": -7.004175,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.313104,
        "energy": 23.376763,
        "activity_lines": [
          3.359608,
          3.355063,
          3.340182,
          3.291897
        ]
      },
      {
        "date": "2025-11-21",
        "close": 3.399603,
        "volume": 0,
        "typical_volume": 670.5,
        "trend": 3.239166,
        "fair_value": 3.579455,
        "relative_strength": -4.72175,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.608663,
        "energy": 23.563429,
        "activity_lines": [
          3.379605,
          3.361425,
          3.350212,
          3.302895
        ]
      },
      {
        "date": "2025-11-28",
        "close": 3.399603,
        "volume": 1532,
        "typical_volume": 747.1,
        "trend": 3.249191,
        "fair_value": 3.569378,
        "relative_strength": -5.725819,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.863829,
        "energy": 26.653546,
        "activity_lines": [
          3.389604,
          3.366879,
          3.358809,
          3.313246
        ]
      },
      {
        "date": "2025-12-05",
        "close": 3.399603,
        "volume": 150,
        "typical_volume": 754.6,
        "trend": 3.259217,
        "fair_value": 3.563592,
        "relative_strength": -4.489556,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.767282,
        "energy": 25.034805,
        "activity_lines": [
          3.399603,
          3.373242,
          3.365975,
          3.32295
        ]
      },
      {
        "date": "2025-12-12",
        "close": 3.399603,
        "volume": 68,
        "typical_volume": 758.0,
        "trend": 3.269242,
        "fair_value": 3.557805,
        "relative_strength": -3.900565,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.077571,
        "energy": 22.679979,
        "activity_lines": [
          3.399603,
          3.380514,
          3.371708,
          3.332007
        ]
      },
      {
        "date": "2025-12-19",
        "close": 3.399603,
        "volume": 1409,
        "typical_volume": 828.45,
        "trend": 3.279267,
        "fair_value": 3.552018,
        "relative_strength": -5.870135,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 43.990652,
        "energy": 20.577757,
        "activity_lines": [
          3.399603,
          3.388695,
          3.37601,
          3.340417
        ]
      },
      {
        "date": "2025-12-26",
        "close": 3.399603,
        "volume": 0,
        "typical_volume": 828.45,
        "trend": 3.289292,
        "fair_value": 3.546231,
        "relative_strength": -5.170312,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.232097,
        "energy": 19.177319,
        "activity_lines": [
          3.399603,
          3.394149,
          3.378879,
          3.348181
        ]
      },
      {
        "date": "2026-01-02",
        "close": 3.399603,
        "volume": 0,
        "typical_volume": 818.45,
        "trend": 3.299318,
        "fair_value": 3.540444,
        "relative_strength": -5.54284,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 40.603876,
        "energy": 18.041153,
        "activity_lines": [
          3.399603,
          3.396876,
          3.381506,
          3.355298
        ]
      },
      {
        "date": "2026-01-09",
        "close": 3.399603,
        "volume": 91,
        "typical_volume": 823.0,
        "trend": 3.309343,
        "fair_value": 3.534657,
        "relative_strength": -6.758948,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 34.796903,
        "energy": 15.912496,
        "activity_lines": [
          3.399603,
          3.399603,
          3.38389,
          3.361768
        ]
      },
      {
        "date": "2026-01-16",
        "close": 3.549585,
        "volume": 1632,
        "typical_volume": 901.1,
        "trend": 3.324367,
        "fair_value": 3.529832,
        "relative_strength": -3.355569,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 56.040397,
        "energy": 34.317856,
        "activity_lines": [
          3.449597,
          3.426872,
          3.400317,
          3.377267
        ]
      },
      {
        "date": "2026-01-23",
        "close": 3.549585,
        "volume": 202,
        "typical_volume": 911.2,
        "trend": 3.339392,
        "fair_value": 3.525007,
        "relative_strength": -2.154627,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 55.844405,
        "energy": 43.945641,
        "activity_lines": [
          3.489592,
          3.451415,
          3.415791,
          3.391798
        ]
      },
      {
        "date": "2026-01-30",
        "close": 3.899544,
        "volume": 784,
        "typical_volume": 937.9,
        "trend": 3.366082,
        "fair_value": 3.522425,
        "relative_strength": 6.75393,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.675463,
        "energy": 70.672944,
        "activity_lines": [
          3.636242,
          3.536859,
          3.463643,
          3.427936
        ]
      },
      {
        "date": "2026-02-06",
        "close": 3.84955,
        "volume": 2210,
        "typical_volume": 1048.4,
        "trend": 3.391105,
        "fair_value": 3.519522,
        "relative_strength": 3.926148,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.307706,
        "energy": 77.823851,
        "activity_lines": [
          3.732897,
          3.604124,
          3.504114,
          3.459128
        ]
      },
      {
        "date": "2026-02-13",
        "close": 3.55,
        "volume": 390,
        "typical_volume": 1067.9,
        "trend": 3.406144,
        "fair_value": 3.514699,
        "relative_strength": -4.715305,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.312899,
        "energy": 60.281359,
        "activity_lines": [
          3.699706,
          3.608745,
          3.514153,
          3.469379
        ]
      },
      {
        "date": "2026-02-20",
        "close": 3.35,
        "volume": 205,
        "typical_volume": 1070.05,
        "trend": 3.414516,
        "fair_value": 3.508595,
        "relative_strength": -11.849627,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.923344,
        "energy": 27.400826,
        "activity_lines": [
          3.589822,
          3.574267,
          3.504665,
          3.465757
        ]
      },
      {
        "date": "2026-02-27",
        "close": 3.35,
        "volume": 143,
        "typical_volume": 907.6,
        "trend": 3.422888,
        "fair_value": 3.50249,
        "relative_strength": -13.379569,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 20.370934,
        "energy": 11.679554,
        "activity_lines": [
          3.493243,
          3.540691,
          3.495652,
          3.461595
        ]
      },
      {
        "date": "2026-03-06",
        "close": 3.35,
        "volume": 3,
        "typical_volume": 852.3,
        "trend": 3.422929,
        "fair_value": 3.496385,
        "relative_strength": -8.006199,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.062152,
        "energy": 16.137615,
        "activity_lines": [
          3.40997,
          3.508017,
          3.486161,
          3.456892
        ]
      },
      {
        "date": "2026-03-13",
        "close": 3.35,
        "volume": 0,
        "typical_volume": 452.3,
        "trend": 3.422971,
        "fair_value": 3.489939,
        "relative_strength": -7.724787,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -6.161844,
        "energy": 20.133208,
        "activity_lines": [
          3.363333,
          3.476245,
          3.476192,
          3.452187
        ]
      },
      {
        "date": "2026-03-20",
        "close": 3.3,
        "volume": 239,
        "typical_volume": 454.45,
        "trend": 3.421346,
        "fair_value": 3.483172,
        "relative_strength": -5.894094,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -21.361399,
        "energy": 30.585532,
        "activity_lines": [
          3.333333,
          3.436283,
          3.461697,
          3.444253
        ]
      },
      {
        "date": "2026-03-27",
        "close": 3.3,
        "volume": 10,
        "typical_volume": 453.4,
        "trend": 3.419692,
        "fair_value": 3.476406,
        "relative_strength": -6.274455,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -21.111663,
        "energy": 32.405073,
        "activity_lines": [
          3.32,
          3.398133,
          3.446962,
          3.436425
        ]
      },
      {
        "date": "2026-04-03",
        "close": 3.25,
        "volume": 553,
        "typical_volume": 481.05,
        "trend": 3.416372,
        "fair_value": 3.469319,
        "relative_strength": -11.615799,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.351339,
        "energy": 28.996014,
        "activity_lines": [
          3.293333,
          3.35543,
          3.42794,
          3.425477
        ]
      },
      {
        "date": "2026-04-10",
        "close": 3.25,
        "volume": 13,
        "typical_volume": 481.7,
        "trend": 3.413052,
        "fair_value": 3.463783,
        "relative_strength": -12.740579,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -31.129341,
        "energy": 29.346058,
        "activity_lines": [
          3.273333,
          3.318174,
          3.40963,
          3.414743
        ]
      },
      {
        "date": "2026-04-17",
        "close": 3.25,
        "volume": 1155,
        "typical_volume": 462.85,
        "trend": 3.406398,
        "fair_value": 3.458247,
        "relative_strength": -12.907859,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -57.301919,
        "energy": 36.106365,
        "activity_lines": [
          3.26,
          3.292727,
          3.392033,
          3.404224
        ]
      },
      {
        "date": "2026-04-24",
        "close": 3.25,
        "volume": 106,
        "typical_volume": 460.65,
        "trend": 3.399745,
        "fair_value": 3.452711,
        "relative_strength": -10.111627,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.337565,
        "energy": 35.891943,
        "activity_lines": [
          3.253333,
          3.278182,
          3.375147,
          3.394133
        ]
      },
      {
        "date": "2026-05-01",
        "close": 3.25,
        "volume": 0,
        "typical_volume": 457.25,
        "trend": 3.393092,
        "fair_value": 3.447175,
        "relative_strength": -9.676322,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.415619,
        "energy": 35.694779,
        "activity_lines": [
          3.25,
          3.269091,
          3.358975,
          3.384473
        ]
      },
      {
        "date": "2026-05-08",
        "close": 3.25,
        "volume": 2,
        "typical_volume": 386.9,
        "trend": 3.393105,
        "fair_value": 3.441639,
        "relative_strength": -8.264462,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.237144,
        "energy": 31.902269,
        "activity_lines": [
          3.25,
          3.261818,
          3.343514,
          3.375241
        ]
      },
      {
        "date": "2026-05-15",
        "close": 3.25,
        "volume": 2,
        "typical_volume": 387.0,
        "trend": 3.393117,
        "fair_value": 3.436103,
        "relative_strength": -7.711433,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.613409,
        "energy": 34.61285,
        "activity_lines": [
          3.25,
          3.256364,
          3.328766,
          3.366008
        ]
      },
      {
        "date": "2026-05-22",
        "close": 3.25,
        "volume": 5,
        "typical_volume": 387.25,
        "trend": 3.38813,
        "fair_value": 3.430567,
        "relative_strength": -9.84055,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.652539,
        "energy": 37.356516,
        "activity_lines": [
          3.25,
          3.252727,
          3.314731,
          3.356775
        ]
      },
      {
        "date": "2026-05-29",
        "close": 3.25,
        "volume": 10,
        "typical_volume": 383.2,
        "trend": 3.388143,
        "fair_value": 3.425031,
        "relative_strength": -9.120531,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -47.342609,
        "energy": 27.578964,
        "activity_lines": [
          3.25,
          3.250909,
          3.301408,
          3.347863
        ]
      },
      {
        "date": "2026-06-05",
        "close": 3.25,
        "volume": 0,
        "typical_volume": 301.6,
        "trend": 3.383156,
        "fair_value": 3.419496,
        "relative_strength": -8.544428,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.621491,
        "energy": 24.131808,
        "activity_lines": [
          3.25,
          3.25,
          3.288797,
          3.338951
        ]
      },
      {
        "date": "2026-06-12",
        "close": 3.25,
        "volume": 16,
        "typical_volume": 292.3,
        "trend": 3.37817,
        "fair_value": 3.41396,
        "relative_strength": -9.230805,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.164286,
        "energy": 22.283391,
        "activity_lines": [
          3.25,
          3.25,
          3.277613,
          3.33036
        ]
      },
      {
        "date": "2026-06-19",
        "close": 3.25,
        "volume": 16,
        "typical_volume": 253.9,
        "trend": 3.373183,
        "fair_value": 3.408424,
        "relative_strength": -8.089964,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.597999,
        "energy": 20.256462,
        "activity_lines": [
          3.25,
          3.25,
          3.267855,
          3.322091
        ]
      },
      {
        "date": "2026-06-26",
        "close": 3.25,
        "volume": 4,
        "typical_volume": 143.6,
        "trend": 3.368196,
        "fair_value": 3.402888,
        "relative_strength": -9.146485,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.629664,
        "energy": 19.005107,
        "activity_lines": [
          3.25,
          3.25,
          3.26119,
          3.314144
        ]
      },
      {
        "date": "2026-07-03",
        "close": 3.0,
        "volume": 0,
        "typical_volume": 124.1,
        "trend": 3.354876,
        "fair_value": 3.395749,
        "relative_strength": -17.14002,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.016881,
        "energy": 42.415401,
        "activity_lines": [
          3.166667,
          3.204545,
          3.233571,
          3.290389
        ]
      },
      {
        "date": "2026-07-10",
        "close": 3.0,
        "volume": 1270,
        "typical_volume": 177.35,
        "trend": 3.341556,
        "fair_value": 3.388611,
        "relative_strength": -15.387108,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.676678,
        "energy": 53.332118,
        "activity_lines": [
          3.1,
          3.163636,
          3.208571,
          3.267494
        ]
      },
      {
        "date": "2026-07-17",
        "close": 3.0,
        "volume": 103,
        "typical_volume": 175.35,
        "trend": 3.328236,
        "fair_value": 3.381472,
        "relative_strength": -15.883339,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.670263,
        "energy": 55.497011,
        "activity_lines": [
          3.05,
          3.127273,
          3.185238,
          3.245458
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.0,
        "volume": 194,
        "typical_volume": 184.9,
        "trend": 3.314916,
        "fair_value": 3.374334,
        "relative_strength": -16.627284,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.009728,
        "energy": 56.29909,
        "activity_lines": [
          3.016667,
          3.095455,
          3.163571,
          3.224282
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.55,
        "volume": 4014,
        "typical_volume": 385.6,
        "trend": 3.286596,
        "fair_value": 3.364311,
        "relative_strength": -29.548647,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -78.453881,
        "energy": 63.264611,
        "activity_lines": [
          2.85,
          2.986364,
          3.100714,
          3.174932
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.55,
        "volume": 712,
        "typical_volume": 409.25,
        "trend": 3.258275,
        "fair_value": 3.354288,
        "relative_strength": -29.208657,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.824398,
        "energy": 68.446945,
        "activity_lines": [
          2.73,
          2.89,
          3.041667,
          3.12741
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}