{
  "ticker": {
    "uuid": "c6c82b66-e175-446d-b6e8-98f4f5276a61",
    "symbol": "5490",
    "name": "XAC Automation Corporation",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 70.572,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 58.231,
    "architecture_energy": 47.822,
    "architecture_maturity": 33.819,
    "architecture_confidence": 61.608,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 18.38,
        "rotation_up": 61.52,
        "upward_expansion": 77.54,
        "deceleration": 57.83,
        "rotation_down": 13.41,
        "downward_expansion": 6.54
      },
      "activity_lines": [
        31.433334,
        30.684073,
        29.288967,
        28.333885
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 31.15,
    "trend_reference": 27.140439,
    "distance_from_trend": 0.147734,
    "trend_direction": "Improving",
    "fair_value": 25.151541,
    "distance_from_fair_value": 0.238493,
    "fair_value_direction": "Improving",
    "relative_strength": -19.249042,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.298751,
    "excess_performance": -0.142621,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.147734,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.049448,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.238493,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.14317,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.19249,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.130839,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.298751,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.938601,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4174089,
      "relative_activity": 0.89269,
      "balance": 0.938601,
      "dry_up": 2.23103,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.099487,
      "annualized_volatility": 0.341543,
      "from_high_reference": -0.143054,
      "from_low_reference": 0.354986
    },
    "levels": {
      "trend_reference": 27.140439,
      "fair_value_reference": 25.151541,
      "structural_low": 23.557972,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 19,
        "median_return": -0.011905,
        "positive_rate": 0.421053,
        "directional_follow_through": 0.421053,
        "median_excess_return": -0.046421,
        "regime_survival": 0.684211,
        "best_return": 0.333333,
        "worst_return": -0.122857,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.044776,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.034419,
        "regime_survival": 0.428571,
        "best_return": 0.251609,
        "worst_return": -0.186012,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.061834,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.088839,
        "regime_survival": 0.2,
        "best_return": 0.254737,
        "worst_return": -0.15604,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.016607,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.152893,
        "regime_survival": 0.5,
        "best_return": 0.072808,
        "worst_return": -0.178192,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-13",
        "end": "2024-10-18",
        "tenure": "Developing",
        "return": -0.045889,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-25",
        "end": "2025-02-28",
        "tenure": "Established",
        "return": -0.034417,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-07",
        "end": "2025-04-11",
        "tenure": "Developing",
        "return": -0.281481,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-04-25",
        "tenure": "New",
        "return": 0.002288,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-02",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.075862,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-06",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": -0.065018,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.096774,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.107143,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-07",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": -0.047038,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-12",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.009141,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-02",
        "end": "2026-01-09",
        "tenure": "New",
        "return": -0.039855,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-16",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.038817,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-03",
        "end": "2026-05-29",
        "tenure": "Developing",
        "return": 0.04918,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-05",
        "end": "2026-08-14",
        "tenure": "Developing",
        "return": 0.127218,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-11",
        "close": 20.631065,
        "volume": 186000,
        "typical_volume": 817700.0,
        "trend": 22.488332,
        "fair_value": 22.623393,
        "relative_strength": -13.188724,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -76.382499,
        "energy": 82.790866,
        "activity_lines": [
          21.002208,
          21.474853,
          22.261771,
          22.478925
        ]
      },
      {
        "date": "2023-08-18",
        "close": 20.350372,
        "volume": 212000,
        "typical_volume": 658950.0,
        "trend": 22.477416,
        "fair_value": 22.624553,
        "relative_strength": -12.966096,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -80.29274,
        "energy": 89.946841,
        "activity_lines": [
          20.752701,
          21.1831,
          22.026744,
          22.340992
        ]
      },
      {
        "date": "2023-08-25",
        "close": 20.443937,
        "volume": 132000,
        "typical_volume": 649750.0,
        "trend": 22.4665,
        "fair_value": 22.612855,
        "relative_strength": -12.836008,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.700023,
        "energy": 87.584015,
        "activity_lines": [
          20.59676,
          20.964498,
          21.818228,
          22.2098
        ]
      },
      {
        "date": "2023-09-01",
        "close": 20.864981,
        "volume": 155000,
        "typical_volume": 630450.0,
        "trend": 22.446227,
        "fair_value": 22.60069,
        "relative_strength": -11.637466,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.041779,
        "energy": 78.637837,
        "activity_lines": [
          20.62483,
          20.870934,
          21.666297,
          22.106476
        ]
      },
      {
        "date": "2023-09-08",
        "close": 20.677849,
        "volume": 200000,
        "typical_volume": 559150.0,
        "trend": 22.419717,
        "fair_value": 22.592867,
        "relative_strength": -11.727291,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.677795,
        "energy": 61.756587,
        "activity_lines": [
          20.634186,
          20.780771,
          21.508127,
          21.992387
        ]
      },
      {
        "date": "2023-09-15",
        "close": 20.537502,
        "volume": 162000,
        "typical_volume": 441550.0,
        "trend": 22.3589,
        "fair_value": 22.558286,
        "relative_strength": -13.760943,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.07468,
        "energy": 55.010327,
        "activity_lines": [
          20.615473,
          20.702517,
          21.352186,
          21.870954
        ]
      },
      {
        "date": "2023-09-22",
        "close": 20.584284,
        "volume": 103000,
        "typical_volume": 380800.0,
        "trend": 22.287167,
        "fair_value": 22.533767,
        "relative_strength": -10.180968,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.001255,
        "energy": 50.063445,
        "activity_lines": [
          20.618592,
          20.656585,
          21.218744,
          21.756462
        ]
      },
      {
        "date": "2023-09-29",
        "close": 20.584284,
        "volume": 126000,
        "typical_volume": 368000.0,
        "trend": 22.218552,
        "fair_value": 22.519275,
        "relative_strength": -9.837877,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.860324,
        "energy": 47.77303,
        "activity_lines": [
          20.606116,
          20.623412,
          21.099115,
          21.646599
        ]
      },
      {
        "date": "2023-10-06",
        "close": 20.350372,
        "volume": 232000,
        "typical_volume": 329950.0,
        "trend": 22.148379,
        "fair_value": 22.500382,
        "relative_strength": -11.377486,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.281305,
        "energy": 53.102183,
        "activity_lines": [
          20.506313,
          20.557065,
          20.968346,
          21.526071
        ]
      },
      {
        "date": "2023-10-13",
        "close": 20.210026,
        "volume": 88000,
        "typical_volume": 313300.0,
        "trend": 22.096918,
        "fair_value": 22.49167,
        "relative_strength": -12.983303,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.785984,
        "energy": 56.351672,
        "activity_lines": [
          20.394036,
          20.486467,
          20.840252,
          21.401016
        ]
      },
      {
        "date": "2023-10-20",
        "close": 19.976114,
        "volume": 163000,
        "typical_volume": 300750.0,
        "trend": 22.031423,
        "fair_value": 22.477238,
        "relative_strength": -11.826402,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.107896,
        "energy": 72.428556,
        "activity_lines": [
          20.234976,
          20.386948,
          20.705696,
          21.26419
        ]
      },
      {
        "date": "2023-10-27",
        "close": 19.976114,
        "volume": 147000,
        "typical_volume": 287500.0,
        "trend": 21.895753,
        "fair_value": 22.465708,
        "relative_strength": -9.782563,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.231911,
        "energy": 79.406664,
        "activity_lines": [
          20.113342,
          20.299337,
          20.588518,
          21.13159
        ]
      },
      {
        "date": "2023-11-03",
        "close": 21.753847,
        "volume": 1235000,
        "typical_volume": 321200.0,
        "trend": 21.82402,
        "fair_value": 22.467421,
        "relative_strength": -3.703668,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -23.117986,
        "energy": 24.860802,
        "activity_lines": [
          20.62483,
          20.541756,
          20.657132,
          21.122434
        ]
      },
      {
        "date": "2023-11-10",
        "close": 21.566715,
        "volume": 1557000,
        "typical_volume": 389050.0,
        "trend": 21.766322,
        "fair_value": 22.46424,
        "relative_strength": -5.227366,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -4.009733,
        "energy": 11.677812,
        "activity_lines": [
          20.995971,
          20.726333,
          20.714385,
          21.105834
        ]
      },
      {
        "date": "2023-11-17",
        "close": 21.052111,
        "volume": 207000,
        "typical_volume": 385950.0,
        "trend": 21.669638,
        "fair_value": 22.46251,
        "relative_strength": -10.082013,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -11.855565,
        "energy": 21.184298,
        "activity_lines": [
          21.114487,
          20.804588,
          20.729088,
          21.059756
        ]
      },
      {
        "date": "2023-11-24",
        "close": 21.332804,
        "volume": 214000,
        "typical_volume": 352250.0,
        "trend": 21.569836,
        "fair_value": 22.467328,
        "relative_strength": -9.121066,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -1.063108,
        "energy": 24.316265,
        "activity_lines": [
          21.270428,
          20.927073,
          20.778544,
          21.038025
        ]
      },
      {
        "date": "2023-12-01",
        "close": 21.426369,
        "volume": 221000,
        "typical_volume": 327200.0,
        "trend": 21.501221,
        "fair_value": 22.468789,
        "relative_strength": -9.240441,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 1.940742,
        "energy": 21.829346,
        "activity_lines": [
          21.367111,
          21.05211,
          20.839361,
          21.028769
        ]
      },
      {
        "date": "2023-12-08",
        "close": 21.145676,
        "volume": 227000,
        "typical_volume": 313550.0,
        "trend": 21.441964,
        "fair_value": 22.464228,
        "relative_strength": -9.882322,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -1.420661,
        "energy": 18.080834,
        "activity_lines": [
          21.273547,
          21.110801,
          20.872777,
          21.00583
        ]
      },
      {
        "date": "2023-12-15",
        "close": 20.911764,
        "volume": 208000,
        "typical_volume": 307000.0,
        "trend": 21.348399,
        "fair_value": 22.455266,
        "relative_strength": -12.061604,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.921212,
        "energy": 10.83657,
        "activity_lines": [
          21.142557,
          21.116755,
          20.883693,
          20.971624
        ]
      },
      {
        "date": "2023-12-22",
        "close": 21.098892,
        "volume": 150000,
        "typical_volume": 296250.0,
        "trend": 21.267309,
        "fair_value": 22.448031,
        "relative_strength": -10.615236,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.100589,
        "energy": 11.170879,
        "activity_lines": [
          21.117606,
          21.146526,
          20.915327,
          20.955527
        ]
      },
      {
        "date": "2023-12-29",
        "close": 20.864981,
        "volume": 190000,
        "typical_volume": 296450.0,
        "trend": 21.175303,
        "fair_value": 22.445101,
        "relative_strength": -12.901533,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.827462,
        "energy": 15.47491,
        "activity_lines": [
          21.011566,
          21.117606,
          20.924015,
          20.92957
        ]
      },
      {
        "date": "2024-01-05",
        "close": 20.911764,
        "volume": 145000,
        "typical_volume": 293100.0,
        "trend": 21.091095,
        "fair_value": 22.442471,
        "relative_strength": -10.316333,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.901583,
        "energy": 13.758577,
        "activity_lines": [
          20.952308,
          21.081031,
          20.936045,
          20.912567
        ]
      },
      {
        "date": "2024-01-12",
        "close": 21.800629,
        "volume": 4064000,
        "typical_volume": 489700.0,
        "trend": 21.047432,
        "fair_value": 22.439207,
        "relative_strength": -6.216822,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.031022,
        "energy": 15.696363,
        "activity_lines": [
          21.223646,
          21.189055,
          21.030056,
          20.958344
        ]
      },
      {
        "date": "2024-01-19",
        "close": 21.707064,
        "volume": 622001,
        "typical_volume": 513050.05,
        "trend": 21.006887,
        "fair_value": 22.43587,
        "relative_strength": -7.285616,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.428453,
        "energy": 23.446656,
        "activity_lines": [
          21.420132,
          21.279218,
          21.108695,
          21.000901
        ]
      },
      {
        "date": "2024-01-26",
        "close": 22.59593,
        "volume": 2136000,
        "typical_volume": 609850.05,
        "trend": 21.002208,
        "fair_value": 22.435065,
        "relative_strength": -4.983828,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 67.106941,
        "energy": 57.057594,
        "activity_lines": [
          21.859887,
          21.528441,
          21.267978,
          21.10342
        ]
      },
      {
        "date": "2024-02-02",
        "close": 22.221672,
        "volume": 472000,
        "typical_volume": 625350.05,
        "trend": 21.014684,
        "fair_value": 22.440568,
        "relative_strength": -6.695412,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.297613,
        "energy": 64.769445,
        "activity_lines": [
          22.075086,
          21.681547,
          21.382483,
          21.182095
        ]
      },
      {
        "date": "2024-02-09",
        "close": 24.420448,
        "volume": 4437000,
        "typical_volume": 842050.05,
        "trend": 21.119165,
        "fair_value": 22.463068,
        "relative_strength": 2.374111,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.064454,
        "energy": 85.852582,
        "activity_lines": [
          22.932765,
          22.218269,
          21.698376,
          21.401821
        ]
      },
      {
        "date": "2024-02-16",
        "close": 25.636791,
        "volume": 5850000,
        "typical_volume": 1128250.05,
        "trend": 21.270428,
        "fair_value": 22.495477,
        "relative_strength": 4.622673,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 93.65549,
        "energy": 94.048492,
        "activity_lines": [
          23.961979,
          22.921707,
          22.111844,
          21.693281
        ]
      },
      {
        "date": "2024-02-23",
        "close": 25.075401,
        "volume": 4487000,
        "typical_volume": 1341000.05,
        "trend": 21.388943,
        "fair_value": 22.530091,
        "relative_strength": 1.009292,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.914866,
        "energy": 90.135697,
        "activity_lines": [
          24.548319,
          23.441418,
          22.447787,
          21.938763
        ]
      },
      {
        "date": "2024-03-01",
        "close": 25.168966,
        "volume": 1835000,
        "typical_volume": 1428350.05,
        "trend": 21.529291,
        "fair_value": 22.559501,
        "relative_strength": 1.316077,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.20299,
        "energy": 88.370594,
        "activity_lines": [
          24.941292,
          23.902438,
          22.77014,
          22.182636
        ]
      },
      {
        "date": "2024-03-08",
        "close": 24.326881,
        "volume": 1856000,
        "typical_volume": 1513000.05,
        "trend": 21.652485,
        "fair_value": 22.582193,
        "relative_strength": -5.978948,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.322201,
        "energy": 71.415792,
        "activity_lines": [
          24.882033,
          24.13635,
          22.988681,
          22.363125
        ]
      },
      {
        "date": "2024-03-15",
        "close": 23.15732,
        "volume": 941000,
        "typical_volume": 1552700.05,
        "trend": 21.74605,
        "fair_value": 22.593694,
        "relative_strength": -9.72471,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.080455,
        "energy": 46.288529,
        "activity_lines": [
          24.292574,
          24.094671,
          23.075117,
          22.460212
        ]
      },
      {
        "date": "2024-03-22",
        "close": 23.15732,
        "volume": 508000,
        "typical_volume": 1516350.05,
        "trend": 21.836496,
        "fair_value": 22.603084,
        "relative_strength": -11.856908,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 43.655871,
        "energy": 29.297719,
        "activity_lines": [
          23.787324,
          24.012163,
          23.146405,
          22.551261
        ]
      },
      {
        "date": "2024-03-29",
        "close": 23.438013,
        "volume": 559000,
        "typical_volume": 1466450.05,
        "trend": 21.922263,
        "fair_value": 22.602136,
        "relative_strength": -10.601553,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.957355,
        "energy": 22.43357,
        "activity_lines": [
          23.540936,
          23.956024,
          23.237742,
          22.654585
        ]
      },
      {
        "date": "2024-04-05",
        "close": 24.46723,
        "volume": 827000,
        "typical_volume": 1497450.05,
        "trend": 22.048576,
        "fair_value": 22.604883,
        "relative_strength": -6.447041,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 42.482591,
        "energy": 22.93996,
        "activity_lines": [
          23.746779,
          24.055543,
          23.418188,
          22.818776
        ]
      },
      {
        "date": "2024-04-12",
        "close": 24.888271,
        "volume": 2086000,
        "typical_volume": 1591050.05,
        "trend": 22.193602,
        "fair_value": 22.596344,
        "relative_strength": -6.300476,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 50.984798,
        "energy": 29.633494,
        "activity_lines": [
          24.139752,
          24.197592,
          23.622472,
          23.001983
        ]
      },
      {
        "date": "2024-04-19",
        "close": 24.233316,
        "volume": 708000,
        "typical_volume": 1615400.05,
        "trend": 22.315236,
        "fair_value": 22.581232,
        "relative_strength": -2.685795,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 50.769743,
        "energy": 32.775205,
        "activity_lines": [
          24.27698,
          24.172074,
          23.747447,
          23.133577
        ]
      },
      {
        "date": "2024-04-26",
        "close": 25.122185,
        "volume": 1059000,
        "typical_volume": 1657000.05,
        "trend": 22.4665,
        "fair_value": 22.572346,
        "relative_strength": -1.627399,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.064615,
        "energy": 42.385609,
        "activity_lines": [
          24.638765,
          24.311571,
          23.943711,
          23.31467
        ]
      },
      {
        "date": "2024-05-03",
        "close": 26.619225,
        "volume": 2497000,
        "typical_volume": 1771450.05,
        "trend": 22.675461,
        "fair_value": 22.574375,
        "relative_strength": 3.462418,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 75.001727,
        "energy": 63.59989,
        "activity_lines": [
          25.368572,
          24.732614,
          24.263614,
          23.582588
        ]
      },
      {
        "date": "2024-05-10",
        "close": 25.02862,
        "volume": 1822000,
        "typical_volume": 1855050.05,
        "trend": 22.836081,
        "fair_value": 22.57518,
        "relative_strength": -4.104368,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.120859,
        "energy": 50.2966,
        "activity_lines": [
          25.356097,
          24.836386,
          24.404853,
          23.734405
        ]
      },
      {
        "date": "2024-05-17",
        "close": 24.747925,
        "volume": 883000,
        "typical_volume": 1889700.05,
        "trend": 22.995141,
        "fair_value": 22.579726,
        "relative_strength": -7.203417,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 55.185094,
        "energy": 46.232061,
        "activity_lines": [
          25.212631,
          24.891674,
          24.500646,
          23.85775
        ]
      },
      {
        "date": "2024-05-24",
        "close": 24.560795,
        "volume": 574000,
        "typical_volume": 1911150.05,
        "trend": 23.147964,
        "fair_value": 22.597849,
        "relative_strength": -8.814663,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 51.321289,
        "energy": 34.771717,
        "activity_lines": [
          25.016145,
          24.905284,
          24.560126,
          23.95876
        ]
      },
      {
        "date": "2024-05-31",
        "close": 25.40288,
        "volume": 681000,
        "typical_volume": 1742000.05,
        "trend": 23.269599,
        "fair_value": 22.615828,
        "relative_strength": -3.628116,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 55.027852,
        "energy": 29.988638,
        "activity_lines": [
          25.078521,
          25.046482,
          24.682429,
          24.104238
        ]
      },
      {
        "date": "2024-06-07",
        "close": 27.414524,
        "volume": 17890000,
        "typical_volume": 2605400.0,
        "trend": 23.464526,
        "fair_value": 22.641426,
        "relative_strength": 0.956921,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 72.6804,
        "energy": 42.419598,
        "activity_lines": [
          25.792733,
          25.512605,
          24.979163,
          24.371653
        ]
      },
      {
        "date": "2024-06-14",
        "close": 30.876429,
        "volume": 16573000,
        "typical_volume": 3327250.0,
        "trend": 23.792003,
        "fair_value": 22.690535,
        "relative_strength": 10.379838,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 86.818024,
        "energy": 77.622843,
        "activity_lines": [
          27.607893,
          26.535866,
          25.578425,
          24.84984
        ]
      },
      {
        "date": "2024-06-21",
        "close": 32.747723,
        "volume": 31620000,
        "typical_volume": 4884650.0,
        "trend": 24.1725,
        "fair_value": 22.752958,
        "relative_strength": 13.167728,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 88.508369,
        "energy": 88.753113,
        "activity_lines": [
          29.656964,
          27.782831,
          26.316474,
          25.427628
        ]
      },
      {
        "date": "2024-06-28",
        "close": 32.65416,
        "volume": 7367000,
        "typical_volume": 5031150.0,
        "trend": 24.54676,
        "fair_value": 22.814254,
        "relative_strength": 13.798334,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 80.58592,
        "energy": 89.442546,
        "activity_lines": [
          31.141527,
          28.869885,
          26.995488,
          25.974832
        ]
      },
      {
        "date": "2024-07-05",
        "close": 34.478676,
        "volume": 9835000,
        "typical_volume": 5230400.0,
        "trend": 24.991193,
        "fair_value": 22.886982,
        "relative_strength": 17.20605,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.269012,
        "energy": 93.430992,
        "activity_lines": [
          32.694705,
          30.135563,
          27.809057,
          26.615601
        ]
      },
      {
        "date": "2024-07-12",
        "close": 30.689299,
        "volume": 7038000,
        "typical_volume": 5357950.0,
        "trend": 25.317111,
        "fair_value": 22.935946,
        "relative_strength": 2.671161,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 66.432623,
        "energy": 76.651516,
        "activity_lines": [
          32.379704,
          30.542145,
          28.219629,
          26.983221
        ]
      },
      {
        "date": "2024-07-19",
        "close": 28.724434,
        "volume": 3338000,
        "typical_volume": 5433100.0,
        "trend": 25.571296,
        "fair_value": 22.97126,
        "relative_strength": 0.473535,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.33599,
        "energy": 49.59501,
        "activity_lines": [
          31.191429,
          30.517478,
          28.416338,
          27.203048
        ]
      },
      {
        "date": "2024-07-26",
        "close": 27.742001,
        "volume": 1383000,
        "typical_volume": 5409450.0,
        "trend": 25.80053,
        "fair_value": 22.999221,
        "relative_strength": 0.312535,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.346363,
        "energy": 30.925018,
        "activity_lines": [
          29.819143,
          30.24699,
          28.502551,
          27.343093
        ]
      },
      {
        "date": "2024-08-02",
        "close": 27.882349,
        "volume": 1387000,
        "typical_volume": 5431750.0,
        "trend": 26.032883,
        "fair_value": 23.028081,
        "relative_strength": 2.991601,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 34.110564,
        "energy": 24.99802,
        "activity_lines": [
          28.827355,
          29.947582,
          28.585869,
          27.477404
        ]
      },
      {
        "date": "2024-08-09",
        "close": 25.356098,
        "volume": 3429000,
        "typical_volume": 5577800.0,
        "trend": 26.151398,
        "fair_value": 23.038109,
        "relative_strength": -5.512591,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 8.702839,
        "energy": 20.866606,
        "activity_lines": [
          27.311604,
          29.128464,
          28.40609,
          27.433741
        ]
      },
      {
        "date": "2024-08-16",
        "close": 26.198181,
        "volume": 988000,
        "typical_volume": 5599250.0,
        "trend": 26.301102,
        "fair_value": 23.056702,
        "relative_strength": -6.118837,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 12.324212,
        "energy": 23.06788,
        "activity_lines": [
          26.684719,
          28.463303,
          28.29604,
          27.436759
        ]
      },
      {
        "date": "2024-08-23",
        "close": 26.198181,
        "volume": 1103000,
        "typical_volume": 5613050.0,
        "trend": 26.421177,
        "fair_value": 23.076877,
        "relative_strength": -5.22363,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -15.438321,
        "energy": 23.534083,
        "activity_lines": [
          26.357241,
          27.820257,
          28.172846,
          27.430119
        ]
      },
      {
        "date": "2024-08-30",
        "close": 27.133831,
        "volume": 698000,
        "typical_volume": 5543650.0,
        "trend": 26.584916,
        "fair_value": 23.104633,
        "relative_strength": -2.271059,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -14.15938,
        "energy": 21.099845,
        "activity_lines": [
          26.510064,
          27.432388,
          28.13052,
          27.476097
        ]
      },
      {
        "date": "2024-09-06",
        "close": 24.65436,
        "volume": 1151000,
        "typical_volume": 5565800.0,
        "trend": 26.592713,
        "fair_value": 23.118484,
        "relative_strength": -7.612434,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -27.07823,
        "energy": 29.096957,
        "activity_lines": [
          25.876942,
          26.695776,
          27.841359,
          27.351545
        ]
      },
      {
        "date": "2024-09-13",
        "close": 24.46723,
        "volume": 993000,
        "typical_volume": 5562500.0,
        "trend": 26.553727,
        "fair_value": 23.12687,
        "relative_strength": -9.556051,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.64624,
        "energy": 38.177876,
        "activity_lines": [
          25.396642,
          26.070593,
          27.532372,
          27.214417
        ]
      },
      {
        "date": "2024-09-20",
        "close": 24.65436,
        "volume": 306000,
        "typical_volume": 5452950.0,
        "trend": 26.539693,
        "fair_value": 23.138446,
        "relative_strength": -10.304769,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.842931,
        "energy": 44.987319,
        "activity_lines": [
          25.037976,
          25.661459,
          27.244326,
          27.091877
        ]
      },
      {
        "date": "2024-09-27",
        "close": 24.373663,
        "volume": 677000,
        "typical_volume": 5395700.0,
        "trend": 26.513183,
        "fair_value": 23.147085,
        "relative_strength": -13.648031,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.719395,
        "energy": 55.94095,
        "activity_lines": [
          24.688666,
          25.311015,
          26.938903,
          26.952133
        ]
      },
      {
        "date": "2024-10-04",
        "close": 23.765493,
        "volume": 357000,
        "typical_volume": 5369400.0,
        "trend": 26.49447,
        "fair_value": 23.151541,
        "relative_strength": -13.615989,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -41.703123,
        "energy": 59.444442,
        "activity_lines": [
          24.258268,
          24.9291,
          26.578678,
          26.774863
        ]
      },
      {
        "date": "2024-10-11",
        "close": 23.438013,
        "volume": 773000,
        "typical_volume": 5379350.0,
        "trend": 26.503826,
        "fair_value": 23.157311,
        "relative_strength": -16.799818,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -46.083718,
        "energy": 67.28567,
        "activity_lines": [
          23.943265,
          24.559944,
          26.191943,
          26.577672
        ]
      },
      {
        "date": "2024-10-18",
        "close": 23.34445,
        "volume": 911000,
        "typical_volume": 5390850.0,
        "trend": 26.510064,
        "fair_value": 23.163619,
        "relative_strength": -18.917873,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -72.01268,
        "energy": 79.758243,
        "activity_lines": [
          23.678164,
          24.254582,
          25.801644,
          26.373841
        ]
      },
      {
        "date": "2024-10-25",
        "close": 24.46723,
        "volume": 609000,
        "typical_volume": 4526800.0,
        "trend": 26.544371,
        "fair_value": 23.179114,
        "relative_strength": -14.257049,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.1535,
        "energy": 72.159227,
        "activity_lines": [
          23.862176,
          24.189937,
          25.528078,
          26.242046
        ]
      },
      {
        "date": "2024-11-01",
        "close": 23.765493,
        "volume": 262000,
        "typical_volume": 3711250.0,
        "trend": 26.52098,
        "fair_value": 23.188974,
        "relative_strength": -14.2679,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.399024,
        "energy": 66.882142,
        "activity_lines": [
          23.82475,
          24.029175,
          25.201714,
          26.062763
        ]
      },
      {
        "date": "2024-11-08",
        "close": 25.168966,
        "volume": 3785000,
        "typical_volume": 2319500.0,
        "trend": 26.530336,
        "fair_value": 23.206693,
        "relative_strength": -11.875629,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -48.821925,
        "energy": 38.746853,
        "activity_lines": [
          24.295694,
          24.167821,
          25.042877,
          25.975536
        ]
      },
      {
        "date": "2024-11-15",
        "close": 24.794706,
        "volume": 1059000,
        "typical_volume": 2004100.0,
        "trend": 26.549049,
        "fair_value": 23.218884,
        "relative_strength": -9.899616,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.712824,
        "energy": 28.501234,
        "activity_lines": [
          24.548319,
          24.274145,
          24.884484,
          25.86356
        ]
      },
      {
        "date": "2024-11-22",
        "close": 24.981838,
        "volume": 436030,
        "typical_volume": 1534151.5,
        "trend": 26.544371,
        "fair_value": 23.228862,
        "relative_strength": -9.65414,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.163365,
        "energy": 23.04856,
        "activity_lines": [
          24.772875,
          24.411941,
          24.78134,
          25.76245
        ]
      },
      {
        "date": "2024-11-29",
        "close": 24.233316,
        "volume": 450000,
        "typical_volume": 1204751.5,
        "trend": 26.464841,
        "fair_value": 23.228923,
        "relative_strength": -9.632775,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.693487,
        "energy": 22.968214,
        "activity_lines": [
          24.638765,
          24.404286,
          24.652132,
          25.61335
        ]
      },
      {
        "date": "2024-12-06",
        "close": 24.560795,
        "volume": 1017000,
        "typical_volume": 1088701.5,
        "trend": 26.449247,
        "fair_value": 23.235065,
        "relative_strength": -11.865618,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.321291,
        "energy": 22.46602,
        "activity_lines": [
          24.629409,
          24.463827,
          24.584854,
          25.490508
        ]
      },
      {
        "date": "2024-12-13",
        "close": 23.391232,
        "volume": 551000,
        "typical_volume": 1047101.5,
        "trend": 26.404024,
        "fair_value": 23.228305,
        "relative_strength": -15.205696,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.830472,
        "energy": 38.824144,
        "activity_lines": [
          24.177178,
          24.307318,
          24.426016,
          25.293217
        ]
      },
      {
        "date": "2024-12-20",
        "close": 22.783062,
        "volume": 379000,
        "typical_volume": 996701.5,
        "trend": 26.344766,
        "fair_value": 23.214519,
        "relative_strength": -15.284205,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.374306,
        "energy": 52.990839,
        "activity_lines": [
          23.64074,
          24.047038,
          24.229976,
          25.059606
        ]
      },
      {
        "date": "2024-12-27",
        "close": 23.15732,
        "volume": 245000,
        "typical_volume": 837501.5,
        "trend": 26.269914,
        "fair_value": 23.201426,
        "relative_strength": -16.497472,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.604801,
        "energy": 58.143986,
        "activity_lines": [
          23.363163,
          23.866713,
          24.093861,
          24.853965
        ]
      },
      {
        "date": "2025-01-03",
        "close": 23.484797,
        "volume": 2457000,
        "typical_volume": 910951.5,
        "trend": 26.138923,
        "fair_value": 23.191853,
        "relative_strength": -13.723946,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.676228,
        "energy": 49.476099,
        "activity_lines": [
          23.316381,
          23.749331,
          23.999405,
          24.67428
        ]
      },
      {
        "date": "2025-01-10",
        "close": 21.707064,
        "volume": 966000,
        "typical_volume": 904101.5,
        "trend": 25.833277,
        "fair_value": 23.16861,
        "relative_strength": -20.224352,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.672403,
        "energy": 58.543147,
        "activity_lines": [
          22.726922,
          23.326588,
          23.748562,
          24.388353
        ]
      },
      {
        "date": "2025-01-17",
        "close": 20.677849,
        "volume": 647000,
        "typical_volume": 901551.5,
        "trend": 25.430948,
        "fair_value": 23.13877,
        "relative_strength": -24.040934,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -79.836414,
        "energy": 64.269267,
        "activity_lines": [
          21.98464,
          22.75414,
          23.421084,
          24.055745
        ]
      },
      {
        "date": "2025-01-24",
        "close": 20.818197,
        "volume": 99000,
        "typical_volume": 848951.5,
        "trend": 25.036416,
        "fair_value": 23.115232,
        "relative_strength": -24.292976,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.272926,
        "energy": 71.090364,
        "activity_lines": [
          21.470032,
          22.288868,
          23.137716,
          23.758148
        ]
      },
      {
        "date": "2025-02-07",
        "close": 23.531582,
        "volume": 2371416,
        "typical_volume": 917872.3,
        "trend": 24.671513,
        "fair_value": 23.114492,
        "relative_strength": -13.930619,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.035033,
        "energy": 45.257465,
        "activity_lines": [
          21.990878,
          22.389238,
          23.131033,
          23.661062
        ]
      },
      {
        "date": "2025-02-14",
        "close": 22.97019,
        "volume": 465661,
        "typical_volume": 925855.35,
        "trend": 24.414209,
        "fair_value": 23.109868,
        "relative_strength": -14.296424,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.032064,
        "energy": 38.534989,
        "activity_lines": [
          22.299642,
          22.413905,
          23.07534,
          23.551299
        ]
      },
      {
        "date": "2025-02-21",
        "close": 24.139751,
        "volume": 1279721,
        "typical_volume": 955991.4,
        "trend": 24.261387,
        "fair_value": 23.107338,
        "relative_strength": -11.59564,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -25.793992,
        "energy": 14.258758,
        "activity_lines": [
          23.032567,
          22.674185,
          23.139053,
          23.533592
        ]
      },
      {
        "date": "2025-02-28",
        "close": 23.625147,
        "volume": 399161,
        "typical_volume": 958099.45,
        "trend": 24.124158,
        "fair_value": 23.104923,
        "relative_strength": -10.486317,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -22.336062,
        "energy": 21.07172,
        "activity_lines": [
          23.431778,
          22.848556,
          23.15487,
          23.492545
        ]
      },
      {
        "date": "2025-03-07",
        "close": 25.262531,
        "volume": 3275459,
        "typical_volume": 1083222.4,
        "trend": 24.036831,
        "fair_value": 23.114994,
        "relative_strength": -1.913294,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.068429,
        "energy": 22.178883,
        "activity_lines": [
          24.180297,
          23.316381,
          23.327297,
          23.565988
        ]
      },
      {
        "date": "2025-03-14",
        "close": 23.016973,
        "volume": 1036419,
        "typical_volume": 1089493.35,
        "trend": 23.95886,
        "fair_value": 23.107257,
        "relative_strength": -7.876324,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.747294,
        "energy": 17.031557,
        "activity_lines": [
          23.884008,
          23.330841,
          23.277173,
          23.500191
        ]
      },
      {
        "date": "2025-03-21",
        "close": 23.204102,
        "volume": 291621,
        "typical_volume": 1073624.4,
        "trend": 23.859057,
        "fair_value": 23.105271,
        "relative_strength": -7.930264,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -12.663748,
        "energy": 12.269939,
        "activity_lines": [
          23.684403,
          23.381876,
          23.24643,
          23.451497
        ]
      },
      {
        "date": "2025-03-28",
        "close": 22.642715,
        "volume": 278093,
        "typical_volume": 1074429.05,
        "trend": 23.740542,
        "fair_value": 23.099401,
        "relative_strength": -7.485102,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -33.105208,
        "energy": 13.566852,
        "activity_lines": [
          23.282074,
          23.335945,
          23.168236,
          23.373023
        ]
      },
      {
        "date": "2025-04-04",
        "close": 22.03454,
        "volume": 409085,
        "typical_volume": 905633.3,
        "trend": 23.570565,
        "fair_value": 23.087074,
        "relative_strength": -8.49525,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -45.051182,
        "energy": 26.661427,
        "activity_lines": [
          22.776823,
          23.162424,
          23.037468,
          23.262958
        ]
      },
      {
        "date": "2025-04-11",
        "close": 18.151596,
        "volume": 1356576,
        "typical_volume": 920512.1,
        "trend": 23.353807,
        "fair_value": 23.050424,
        "relative_strength": -17.406,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -81.476929,
        "energy": 68.862059,
        "activity_lines": [
          21.083297,
          22.258246,
          22.551822,
          22.913347
        ]
      },
      {
        "date": "2025-04-18",
        "close": 20.443937,
        "volume": 833305,
        "typical_volume": 940375.85,
        "trend": 23.219697,
        "fair_value": 23.030176,
        "relative_strength": -6.099368,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.007055,
        "energy": 67.652562,
        "activity_lines": [
          20.627948,
          21.819342,
          22.316127,
          22.725614
        ]
      },
      {
        "date": "2025-04-25",
        "close": 20.490719,
        "volume": 940206,
        "typical_volume": 964886.15,
        "trend": 23.080909,
        "fair_value": 23.012502,
        "relative_strength": -7.815345,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.223774,
        "energy": 68.006574,
        "activity_lines": [
          20.359728,
          21.445082,
          22.106497,
          22.549551
        ]
      },
      {
        "date": "2025-05-02",
        "close": 27.133831,
        "volume": 4842247,
        "typical_volume": 1156148.5,
        "trend": 23.172914,
        "fair_value": 23.036275,
        "relative_strength": 16.584744,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "down",
        "direction": -9.608319,
        "energy": 10.866565,
        "activity_lines": [
          22.486772,
          22.323742,
          22.547366,
          22.81103
        ]
      },
      {
        "date": "2025-05-09",
        "close": 25.356098,
        "volume": 24288702,
        "typical_volume": 2343033.6,
        "trend": 23.225935,
        "fair_value": 23.052634,
        "relative_strength": 8.463527,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 19.598267,
        "energy": 19.333545,
        "activity_lines": [
          23.721829,
          22.82474,
          22.806675,
          22.95188
        ]
      },
      {
        "date": "2025-05-16",
        "close": 26.853136,
        "volume": 16751735,
        "typical_volume": 3161670.35,
        "trend": 23.339772,
        "fair_value": 23.078873,
        "relative_strength": 9.944647,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 38.388586,
        "energy": 36.707118,
        "activity_lines": [
          25.234463,
          23.566455,
          23.199202,
          23.185893
        ]
      },
      {
        "date": "2025-05-23",
        "close": 27.320961,
        "volume": 6863854,
        "typical_volume": 3492613.05,
        "trend": 23.472322,
        "fair_value": 23.112947,
        "relative_strength": 12.659892,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 40.249237,
        "energy": 43.351147,
        "activity_lines": [
          26.322935,
          24.364309,
          23.616903,
          23.442744
        ]
      },
      {
        "date": "2025-05-30",
        "close": 29.192259,
        "volume": 34243041,
        "typical_volume": 5081915.1,
        "trend": 23.629823,
        "fair_value": 23.157878,
        "relative_strength": 21.618515,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 74.13912,
        "energy": 74.951052,
        "activity_lines": [
          27.576705,
          25.424144,
          24.192995,
          23.811772
        ]
      },
      {
        "date": "2025-06-06",
        "close": 25.449663,
        "volume": 13015637,
        "typical_volume": 5684396.95,
        "trend": 23.685962,
        "fair_value": 23.178249,
        "relative_strength": 4.536853,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.550123,
        "energy": 63.531253,
        "activity_lines": [
          27.00284,
          25.694632,
          24.385472,
          23.929181
        ]
      },
      {
        "date": "2025-06-13",
        "close": 25.168966,
        "volume": 5412466,
        "typical_volume": 5922670.25,
        "trend": 23.685962,
        "fair_value": 23.193693,
        "relative_strength": 1.650958,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.228394,
        "energy": 40.314575,
        "activity_lines": [
          26.447688,
          25.863049,
          24.533394,
          24.024859
        ]
      },
      {
        "date": "2025-06-20",
        "close": 24.841488,
        "volume": 3304435,
        "typical_volume": 6082942.0,
        "trend": 23.687522,
        "fair_value": 23.197083,
        "relative_strength": 0.876199,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 41.274511,
        "energy": 25.360697,
        "activity_lines": [
          25.795851,
          25.914934,
          24.628741,
          24.099409
        ]
      },
      {
        "date": "2025-06-27",
        "close": 25.59001,
        "volume": 3196296,
        "typical_volume": 6124186.0,
        "trend": 23.707794,
        "fair_value": 23.211813,
        "relative_strength": 1.939328,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 35.378181,
        "energy": 18.084181,
        "activity_lines": [
          25.527632,
          25.981281,
          24.776217,
          24.22215
        ]
      },
      {
        "date": "2025-07-04",
        "close": 26.875998,
        "volume": 10499135,
        "typical_volume": 6625859.7,
        "trend": 23.795884,
        "fair_value": 23.239337,
        "relative_strength": 7.637227,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.749973,
        "energy": 19.550156,
        "activity_lines": [
          25.803473,
          26.187878,
          25.036366,
          24.42655
        ]
      },
      {
        "date": "2025-07-11",
        "close": 27.018198,
        "volume": 15579823,
        "typical_volume": 7340864.8,
        "trend": 23.877797,
        "fair_value": 23.274882,
        "relative_strength": 7.755362,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 43.287993,
        "energy": 23.310608,
        "activity_lines": [
          26.28113,
          26.304234,
          25.291459,
          24.634441
        ]
      },
      {
        "date": "2025-07-18",
        "close": 26.923397,
        "volume": 6424635,
        "typical_volume": 7642138.5,
        "trend": 23.995536,
        "fair_value": 23.302022,
        "relative_strength": 4.715363,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.267861,
        "energy": 29.882935,
        "activity_lines": [
          26.622619,
          26.405455,
          25.523817,
          24.830932
        ]
      },
      {
        "date": "2025-07-25",
        "close": 25.453987,
        "volume": 4371327,
        "typical_volume": 7696931.9,
        "trend": 24.084567,
        "fair_value": 23.319743,
        "relative_strength": -0.630759,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 48.279186,
        "energy": 26.754705,
        "activity_lines": [
          26.357342,
          26.211015,
          25.600524,
          24.925025
        ]
      },
      {
        "date": "2025-08-01",
        "close": 23.794974,
        "volume": 2710466,
        "typical_volume": 7780634.25,
        "trend": 24.105822,
        "fair_value": 23.32623,
        "relative_strength": -6.995221,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 23.556728,
        "energy": 11.261838,
        "activity_lines": [
          25.498227,
          25.740376,
          25.518319,
          24.906342
        ]
      },
      {
        "date": "2025-08-08",
        "close": 23.510571,
        "volume": 2527443,
        "typical_volume": 7892425.35,
        "trend": 24.106681,
        "fair_value": 23.327894,
        "relative_strength": -9.859986,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 5.104339,
        "energy": 10.596023,
        "activity_lines": [
          24.66398,
          25.282135,
          25.405323,
          24.867939
        ]
      },
      {
        "date": "2025-08-15",
        "close": 23.557972,
        "volume": 2055070,
        "typical_volume": 7981274.2,
        "trend": 24.168378,
        "fair_value": 23.331662,
        "relative_strength": -10.503253,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -15.855965,
        "energy": 21.679743,
        "activity_lines": [
          24.069896,
          24.935816,
          25.295382,
          24.832538
        ]
      },
      {
        "date": "2025-08-22",
        "close": 23.510571,
        "volume": 2710567,
        "typical_volume": 8096348.3,
        "trend": 24.262802,
        "fair_value": 23.339325,
        "relative_strength": -8.242641,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -18.463631,
        "energy": 33.549653,
        "activity_lines": [
          23.690693,
          24.615274,
          25.176569,
          24.790099
        ]
      },
      {
        "date": "2025-08-29",
        "close": 25.785789,
        "volume": 4353909,
        "typical_volume": 8246214.95,
        "trend": 24.428388,
        "fair_value": 23.360072,
        "relative_strength": -1.100442,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -6.701567,
        "energy": 20.588402,
        "activity_lines": [
          24.297417,
          24.738559,
          25.267414,
          24.888356
        ]
      },
      {
        "date": "2025-09-05",
        "close": 31.853031,
        "volume": 21413317,
        "typical_volume": 9275215.55,
        "trend": 24.70577,
        "fair_value": 23.418813,
        "relative_strength": 20.689182,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.127464,
        "energy": 54.891235,
        "activity_lines": [
          26.904436,
          25.947811,
          25.899738,
          25.367365
        ]
      },
      {
        "date": "2025-09-12",
        "close": 34.460049,
        "volume": 20129594,
        "typical_volume": 10234684.95,
        "trend": 25.088765,
        "fair_value": 23.495765,
        "relative_strength": 25.09165,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.277414,
        "energy": 83.056,
        "activity_lines": [
          29.843257,
          27.517193,
          26.72602,
          25.996674
        ]
      },
      {
        "date": "2025-09-19",
        "close": 31.18943,
        "volume": 14521595,
        "typical_volume": 10718652.35,
        "trend": 25.323755,
        "fair_value": 23.55415,
        "relative_strength": 12.569952,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.816961,
        "energy": 79.158901,
        "activity_lines": [
          30.961906,
          28.354025,
          27.174295,
          26.390265
        ]
      },
      {
        "date": "2025-09-26",
        "close": 29.814819,
        "volume": 8679741,
        "typical_volume": 9938204.3,
        "trend": 25.530077,
        "fair_value": 23.602224,
        "relative_strength": 7.499403,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.908559,
        "energy": 77.638369,
        "activity_lines": [
          31.113588,
          28.865087,
          27.472342,
          26.680011
        ]
      },
      {
        "date": "2025-10-03",
        "close": 31.473831,
        "volume": 6384362,
        "typical_volume": 9419835.65,
        "trend": 25.73712,
        "fair_value": 23.661233,
        "relative_strength": 8.266435,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.628406,
        "energy": 76.181372,
        "activity_lines": [
          31.39799,
          29.625217,
          27.907158,
          27.063479
        ]
      },
      {
        "date": "2025-10-10",
        "close": 30.051821,
        "volume": 4311421,
        "typical_volume": 9292214.0,
        "trend": 25.971615,
        "fair_value": 23.720723,
        "relative_strength": 1.264009,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.788489,
        "energy": 45.788401,
        "activity_lines": [
          30.829186,
          30.017347,
          28.184541,
          27.341847
        ]
      },
      {
        "date": "2025-10-17",
        "close": 28.81941,
        "volume": 3583376,
        "typical_volume": 7759230.75,
        "trend": 26.158792,
        "fair_value": 23.772013,
        "relative_strength": -2.945571,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.923699,
        "energy": 31.117273,
        "activity_lines": [
          29.96966,
          30.071642,
          28.331547,
          27.525576
        ]
      },
      {
        "date": "2025-10-24",
        "close": 30.336222,
        "volume": 1925156,
        "typical_volume": 7204706.7,
        "trend": 26.415242,
        "fair_value": 23.838424,
        "relative_strength": 1.116557,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.252214,
        "energy": 29.785544,
        "activity_lines": [
          29.99178,
          30.305196,
          28.624788,
          27.795087
        ]
      },
      {
        "date": "2025-10-31",
        "close": 28.440208,
        "volume": 2268248,
        "typical_volume": 7047495.8,
        "trend": 26.628765,
        "fair_value": 23.89478,
        "relative_strength": -7.490952,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 37.9251,
        "energy": 20.375801,
        "activity_lines": [
          29.438775,
          30.07078,
          28.714186,
          27.92573
        ]
      },
      {
        "date": "2025-11-07",
        "close": 27.2078,
        "volume": 1896135,
        "typical_volume": 6977080.8,
        "trend": 26.930638,
        "fair_value": 23.944735,
        "relative_strength": -9.542399,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 24.436581,
        "energy": 17.596594,
        "activity_lines": [
          28.566609,
          29.52266,
          28.670635,
          27.963087
        ]
      },
      {
        "date": "2025-11-14",
        "close": 26.307192,
        "volume": 1396488,
        "typical_volume": 6887090.4,
        "trend": 27.12608,
        "fair_value": 23.986219,
        "relative_strength": -11.556624,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.038723,
        "energy": 14.853189,
        "activity_lines": [
          27.678643,
          28.784938,
          28.530043,
          27.922865
        ]
      },
      {
        "date": "2025-11-21",
        "close": 25.264383,
        "volume": 1337006,
        "typical_volume": 6428983.95,
        "trend": 27.285202,
        "fair_value": 24.021617,
        "relative_strength": -11.759476,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -25.202207,
        "energy": 27.680037,
        "activity_lines": [
          26.692715,
          27.958448,
          28.286721,
          27.802755
        ]
      },
      {
        "date": "2025-11-28",
        "close": 26.307192,
        "volume": 673764,
        "typical_volume": 5683681.0,
        "trend": 27.257648,
        "fair_value": 24.062801,
        "relative_strength": -11.863536,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -16.516876,
        "energy": 27.174743,
        "activity_lines": [
          26.291392,
          27.488754,
          28.150389,
          27.739658
        ]
      },
      {
        "date": "2025-12-05",
        "close": 25.92799,
        "volume": 994122,
        "typical_volume": 5412155.35,
        "trend": 27.276711,
        "fair_value": 24.092557,
        "relative_strength": -13.98637,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -22.848449,
        "energy": 43.076247,
        "activity_lines": [
          26.03227,
          27.038881,
          27.981327,
          27.653874
        ]
      },
      {
        "date": "2025-12-12",
        "close": 25.92799,
        "volume": 762336,
        "typical_volume": 5231705.8,
        "trend": 27.245872,
        "fair_value": 24.122014,
        "relative_strength": -14.43567,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.136489,
        "energy": 48.327882,
        "activity_lines": [
          25.94063,
          26.659679,
          27.817006,
          27.566859
        ]
      },
      {
        "date": "2025-12-19",
        "close": 25.92799,
        "volume": 1127398,
        "typical_volume": 5152552.4,
        "trend": 27.19944,
        "fair_value": 24.155668,
        "relative_strength": -12.761004,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -23.358848,
        "energy": 42.460183,
        "activity_lines": [
          25.93431,
          26.381309,
          27.650428,
          27.481835
        ]
      },
      {
        "date": "2025-12-26",
        "close": 26.164991,
        "volume": 893548,
        "typical_volume": 5070857.65,
        "trend": 27.098531,
        "fair_value": 24.192042,
        "relative_strength": -14.466961,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -21.743497,
        "energy": 36.222977,
        "activity_lines": [
          26.03227,
          26.22101,
          27.496264,
          27.415096
        ]
      },
      {
        "date": "2026-01-02",
        "close": 26.164991,
        "volume": 664636,
        "typical_volume": 5001335.95,
        "trend": 27.122375,
        "fair_value": 24.227516,
        "relative_strength": -16.625474,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -29.026919,
        "energy": 31.126432,
        "activity_lines": [
          26.070191,
          26.108973,
          27.32946,
          27.354868
        ]
      },
      {
        "date": "2026-01-09",
        "close": 25.122183,
        "volume": 1791561,
        "typical_volume": 4955385.65,
        "trend": 27.120816,
        "fair_value": 24.256605,
        "relative_strength": -22.156429,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -42.944126,
        "energy": 43.534778,
        "activity_lines": [
          25.769988,
          25.883175,
          27.050926,
          27.225823
        ]
      },
      {
        "date": "2026-01-16",
        "close": 25.643587,
        "volume": 904543,
        "typical_volume": 4782917.35,
        "trend": 27.147553,
        "fair_value": 24.289036,
        "relative_strength": -23.197735,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.658977,
        "energy": 50.528739,
        "activity_lines": [
          25.697307,
          25.812505,
          26.814376,
          27.130518
        ]
      },
      {
        "date": "2026-01-23",
        "close": 25.501387,
        "volume": 1147266,
        "typical_volume": 3769614.8,
        "trend": 27.144598,
        "fair_value": 24.319956,
        "relative_strength": -24.814874,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.54451,
        "energy": 57.474018,
        "activity_lines": [
          25.596187,
          25.744421,
          26.56496,
          27.024314
        ]
      },
      {
        "date": "2026-01-30",
        "close": 23.984575,
        "volume": 2076511,
        "typical_volume": 2866960.65,
        "trend": 27.048218,
        "fair_value": 24.340554,
        "relative_strength": -29.337037,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.110217,
        "energy": 77.831114,
        "activity_lines": [
          25.017903,
          25.415204,
          26.201331,
          26.820441
        ]
      },
      {
        "date": "2026-02-06",
        "close": 23.984575,
        "volume": 1364927,
        "typical_volume": 2209127.25,
        "trend": 26.947097,
        "fair_value": 24.356652,
        "relative_strength": -28.390523,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -76.549765,
        "energy": 79.163007,
        "activity_lines": [
          24.58498,
          25.109256,
          25.887586,
          26.622787
        ]
      },
      {
        "date": "2026-02-13",
        "close": 24.031977,
        "volume": 436628,
        "typical_volume": 1796971.6,
        "trend": 26.850716,
        "fair_value": 24.373055,
        "relative_strength": -31.796041,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.039429,
        "energy": 81.729997,
        "activity_lines": [
          24.313218,
          24.854156,
          25.612664,
          26.434715
        ]
      },
      {
        "date": "2026-02-27",
        "close": 24.363779,
        "volume": 751978,
        "typical_volume": 1515352.4,
        "trend": 26.814376,
        "fair_value": 24.385887,
        "relative_strength": -33.987251,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.867532,
        "energy": 79.332963,
        "activity_lines": [
          24.224738,
          24.693857,
          25.39688,
          26.274267
        ]
      },
      {
        "date": "2026-03-06",
        "close": 25.169582,
        "volume": 2868041,
        "typical_volume": 1443183.4,
        "trend": 26.860196,
        "fair_value": 24.401485,
        "relative_strength": -27.752646,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.951065,
        "energy": 50.194159,
        "activity_lines": [
          24.490179,
          24.708508,
          25.291696,
          26.168151
        ]
      },
      {
        "date": "2026-03-13",
        "close": 25.122183,
        "volume": 2168586,
        "typical_volume": 1372443.9,
        "trend": 26.913917,
        "fair_value": 24.417379,
        "relative_strength": -26.961646,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -45.294986,
        "energy": 33.849395,
        "activity_lines": [
          24.761941,
          24.72833,
          25.205247,
          26.056021
        ]
      },
      {
        "date": "2026-03-20",
        "close": 27.587002,
        "volume": 5729188,
        "typical_volume": 1562645.5,
        "trend": 27.048218,
        "fair_value": 24.450273,
        "relative_strength": -19.801401,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -7.692506,
        "energy": 14.544412,
        "activity_lines": [
          25.779468,
          25.215261,
          25.371148,
          26.099446
        ]
      },
      {
        "date": "2026-03-27",
        "close": 26.638994,
        "volume": 3652451,
        "typical_volume": 1631855.65,
        "trend": 27.152498,
        "fair_value": 24.481588,
        "relative_strength": -21.193549,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -2.590656,
        "energy": 18.50193,
        "activity_lines": [
          26.240831,
          25.503972,
          25.459855,
          26.073045
        ]
      },
      {
        "date": "2026-04-03",
        "close": 26.022791,
        "volume": 1534142,
        "typical_volume": 1613756.0,
        "trend": 27.160398,
        "fair_value": 24.507753,
        "relative_strength": -21.370687,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.145228,
        "energy": 20.200086,
        "activity_lines": [
          26.322992,
          25.653067,
          25.498452,
          26.00016
        ]
      },
      {
        "date": "2026-04-10",
        "close": 24.885181,
        "volume": 1964467,
        "typical_volume": 1642154.95,
        "trend": 26.928137,
        "fair_value": 24.513132,
        "relative_strength": -30.4116,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -19.316675,
        "energy": 19.378318,
        "activity_lines": [
          25.915349,
          25.58843,
          25.434349,
          25.853372
        ]
      },
      {
        "date": "2026-04-17",
        "close": 25.074783,
        "volume": 1611349,
        "typical_volume": 1655872.1,
        "trend": 26.615295,
        "fair_value": 24.520625,
        "relative_strength": -32.202468,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -23.621146,
        "energy": 11.289246,
        "activity_lines": [
          25.589867,
          25.56947,
          25.395074,
          25.733801
        ]
      },
      {
        "date": "2026-04-24",
        "close": 24.885181,
        "volume": 3743315,
        "typical_volume": 1809349.65,
        "trend": 26.405153,
        "fair_value": 24.530801,
        "relative_strength": -35.883865,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -38.678002,
        "energy": 23.769084,
        "activity_lines": [
          25.204344,
          25.496215,
          25.338645,
          25.622181
        ]
      },
      {
        "date": "2026-05-01",
        "close": 25.92799,
        "volume": 1770799,
        "typical_volume": 1848183.5,
        "trend": 26.275592,
        "fair_value": 24.543464,
        "relative_strength": -32.713401,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.953484,
        "energy": 18.166124,
        "activity_lines": [
          25.346545,
          25.596187,
          25.388303,
          25.591396
        ]
      },
      {
        "date": "2026-05-08",
        "close": 26.638994,
        "volume": 3686553,
        "typical_volume": 1994394.35,
        "trend": 26.114431,
        "fair_value": 24.558285,
        "relative_strength": -34.470492,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.458264,
        "energy": 6.871904,
        "activity_lines": [
          25.773148,
          25.790959,
          25.505675,
          25.614841
        ]
      },
      {
        "date": "2026-05-15",
        "close": 26.923397,
        "volume": 3014501,
        "typical_volume": 2088749.5,
        "trend": 26.01015,
        "fair_value": 24.580327,
        "relative_strength": -32.332969,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 18.37486,
        "energy": 22.672576,
        "activity_lines": [
          26.253472,
          25.996073,
          25.646747,
          25.667033
        ]
      },
      {
        "date": "2026-05-22",
        "close": 28.203207,
        "volume": 3139581,
        "typical_volume": 2201051.15,
        "trend": 25.98961,
        "fair_value": 24.614172,
        "relative_strength": -30.172698,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 42.498618,
        "energy": 50.96925,
        "activity_lines": [
          27.024518,
          26.401993,
          25.904966,
          25.80852
        ]
      },
      {
        "date": "2026-05-29",
        "close": 27.302599,
        "volume": 3209401,
        "typical_volume": 2328289.4,
        "trend": 25.888489,
        "fair_value": 24.637146,
        "relative_strength": -35.278853,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 57.13082,
        "energy": 59.289167,
        "activity_lines": [
          27.286799,
          26.588147,
          26.067708,
          25.893229
        ]
      },
      {
        "date": "2026-06-05",
        "close": 27.634401,
        "volume": 3956402,
        "typical_volume": 2436531.45,
        "trend": 25.861629,
        "fair_value": 24.663446,
        "relative_strength": -33.96779,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.567207,
        "energy": 60.859359,
        "activity_lines": [
          27.498521,
          26.8398,
          26.256632,
          26.005869
        ]
      },
      {
        "date": "2026-06-12",
        "close": 27.302599,
        "volume": 2116793,
        "typical_volume": 2497143.95,
        "trend": 25.864789,
        "fair_value": 24.687019,
        "relative_strength": -32.651855,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.655389,
        "energy": 53.745464,
        "activity_lines": [
          27.48588,
          27.013026,
          26.401993,
          26.098834
        ]
      },
      {
        "date": "2026-06-19",
        "close": 27.681803,
        "volume": 1413430,
        "typical_volume": 2510452.15,
        "trend": 25.910609,
        "fair_value": 24.714223,
        "relative_strength": -34.341728,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.232716,
        "energy": 43.362219,
        "activity_lines": [
          27.555401,
          27.23193,
          26.575568,
          26.216061
        ]
      },
      {
        "date": "2026-06-26",
        "close": 27.302599,
        "volume": 3032485,
        "typical_volume": 2558250.85,
        "trend": 25.97855,
        "fair_value": 24.741095,
        "relative_strength": -31.746234,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.030262,
        "energy": 33.841828,
        "activity_lines": [
          27.44796,
          27.33104,
          26.702646,
          26.305867
        ]
      },
      {
        "date": "2026-07-03",
        "close": 30.450001,
        "volume": 5119398,
        "typical_volume": 2745974.4,
        "trend": 26.116643,
        "fair_value": 24.789343,
        "relative_strength": -26.714807,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.693351,
        "energy": 58.63377,
        "activity_lines": [
          28.449694,
          27.961898,
          27.113677,
          26.594348
        ]
      },
      {
        "date": "2026-07-10",
        "close": 29.950001,
        "volume": 8494644,
        "typical_volume": 3148875.2,
        "trend": 26.25071,
        "fair_value": 24.835584,
        "relative_strength": -24.786076,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.674837,
        "energy": 64.641339,
        "activity_lines": [
          29.074934,
          28.40067,
          27.446301,
          26.841661
        ]
      },
      {
        "date": "2026-07-17",
        "close": 28.4,
        "volume": 3981942,
        "typical_volume": 3310373.4,
        "trend": 26.333111,
        "fair_value": 24.877588,
        "relative_strength": -23.316856,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.980064,
        "energy": 48.651346,
        "activity_lines": [
          29.029134,
          28.484495,
          27.603124,
          26.980325
        ]
      },
      {
        "date": "2026-07-24",
        "close": 32.700001,
        "volume": 9202878,
        "typical_volume": 3627115.25,
        "trend": 26.558844,
        "fair_value": 24.950755,
        "relative_strength": -12.91938,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.612209,
        "energy": 72.663714,
        "activity_lines": [
          30.343507,
          29.318121,
          28.150251,
          27.391092
        ]
      },
      {
        "date": "2026-07-31",
        "close": 33.049999,
        "volume": 9883629,
        "typical_volume": 4012867.4,
        "trend": 26.788345,
        "fair_value": 25.027364,
        "relative_strength": -10.247097,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.716264,
        "energy": 66.709938,
        "activity_lines": [
          31.44,
          30.110353,
          28.694853,
          27.809876
        ]
      },
      {
        "date": "2026-08-07",
        "close": 30.700001,
        "volume": 18467287,
        "typical_volume": 4649772.35,
        "trend": 26.939512,
        "fair_value": 25.086211,
        "relative_strength": -18.121882,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.387691,
        "energy": 45.714055,
        "activity_lines": [
          31.37,
          30.38719,
          28.977893,
          28.062241
        ]
      },
      {
        "date": "2026-08-14",
        "close": 31.15,
        "volume": 4174089,
        "typical_volume": 4675854.25,
        "trend": 27.140439,
        "fair_value": 25.151541,
        "relative_strength": -19.249042,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 58.230863,
        "energy": 47.821694,
        "activity_lines": [
          31.433334,
          30.684073,
          29.288967,
          28.333885
        ]
      }
    ],
    "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."
    }
  }
}