{
  "ticker": {
    "uuid": "da8a673a-4fa9-4fdf-97a0-450ec2c5e8f2",
    "symbol": "CHOTI",
    "name": "Kiang Huat Sea Gull Trading Frozen Food Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^SET.BK",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 58.426,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 74.449,
    "architecture_energy": 41.727,
    "architecture_maturity": 24.179,
    "architecture_confidence": 51.117,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 26.76,
        "rotation_up": 43.62,
        "upward_expansion": 66.35,
        "deceleration": 69.86,
        "rotation_down": 28.76,
        "downward_expansion": 13.68
      },
      "activity_lines": [
        67.55,
        67.286364,
        67.008333,
        66.467204
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 70.0,
    "trend_reference": 65.608333,
    "distance_from_trend": 0.066938,
    "trend_direction": "Improving",
    "fair_value": 77.780449,
    "distance_from_fair_value": -0.100031,
    "fair_value_direction": "Improving",
    "relative_strength": -6.568126,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.098039,
    "excess_performance": -0.094286,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.066938,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.030363,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.100031,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.098923,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.065681,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.050079,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.098039,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.083333,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1100,
      "relative_activity": 1.358025,
      "balance": 5.083333,
      "dry_up": 0.771605,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.018681,
      "annualized_volatility": 0.149018,
      "from_high_reference": 0.0,
      "from_low_reference": 0.171548
    },
    "levels": {
      "trend_reference": 65.608333,
      "fair_value_reference": 77.780449,
      "structural_low": 60.0,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.003345,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.007425,
        "regime_survival": 0.555556,
        "best_return": 0.095436,
        "worst_return": -0.092448,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.065416,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.009299,
        "regime_survival": 0.0,
        "best_return": 0.199858,
        "worst_return": -0.140408,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.224016,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.233615,
        "regime_survival": 0.25,
        "best_return": 0.591973,
        "worst_return": -0.077691,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.326678,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.319288,
        "regime_survival": 0.5,
        "best_return": 0.617869,
        "worst_return": 0.035487,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-13",
        "end": "2024-12-20",
        "tenure": "New",
        "return": -0.168831,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-27",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.018939,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-07",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": 0.015444,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-07-11",
        "tenure": "New",
        "return": 0.003984,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-18",
        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.044355,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-15",
        "end": "2025-08-22",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-29",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.019685,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": -0.034615,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-05",
        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": 0.041322,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-20",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": -0.007722,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-24",
        "end": "2026-05-15",
        "tenure": "New",
        "return": 0.027237,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-22",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-17",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.076923,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 128.5,
        "volume": 3800,
        "typical_volume": 4095.0,
        "trend": 132.982354,
        "fair_value": 101.615495,
        "relative_strength": -0.350497,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.284604,
        "energy": 21.717976,
        "activity_lines": [
          120.866667,
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      },
      {
        "date": "2023-08-25",
        "close": 127.0,
        "volume": 2200,
        "typical_volume": 4165.0,
        "trend": 131.725491,
        "fair_value": 102.017526,
        "relative_strength": -4.246537,
        "stage": 4,
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        "gate": "down",
        "direction": -17.102553,
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        "activity_lines": [
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      },
      {
        "date": "2023-09-01",
        "close": 132.0,
        "volume": 3200,
        "typical_volume": 4300.0,
        "trend": 130.792158,
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        "relative_strength": -0.823115,
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        "energy": 30.852579,
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      },
      {
        "date": "2023-09-08",
        "close": 132.0,
        "volume": 2200,
        "typical_volume": 4315.0,
        "trend": 129.733334,
        "fair_value": 102.907767,
        "relative_strength": -0.134463,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "down",
        "direction": 16.534799,
        "energy": 37.643487,
        "activity_lines": [
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      },
      {
        "date": "2023-09-15",
        "close": 128.0,
        "volume": 2100,
        "typical_volume": 3715.0,
        "trend": 128.509805,
        "fair_value": 103.311794,
        "relative_strength": -3.024321,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 24.445612,
        "energy": 40.565993,
        "activity_lines": [
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      },
      {
        "date": "2023-09-22",
        "close": 130.0,
        "volume": 1900,
        "typical_volume": 3725.0,
        "trend": 127.290197,
        "fair_value": 103.76249,
        "relative_strength": -0.445397,
        "stage": 4,
        "regime": "rotation_up",
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        "gate": "mixed",
        "direction": 26.312773,
        "energy": 50.506874,
        "activity_lines": [
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      },
      {
        "date": "2023-09-29",
        "close": 130.0,
        "volume": 700,
        "typical_volume": 3675.0,
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        "relative_strength": 2.726723,
        "stage": 4,
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        "direction": 23.222332,
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        "activity_lines": [
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      },
      {
        "date": "2023-10-06",
        "close": 123.0,
        "volume": 1700,
        "typical_volume": 2875.0,
        "trend": 126.656863,
        "fair_value": 104.586633,
        "relative_strength": -0.794565,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": -2.681141,
        "energy": 9.587628,
        "activity_lines": [
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      },
      {
        "date": "2023-10-13",
        "close": 120.5,
        "volume": 800,
        "typical_volume": 2820.0,
        "trend": 126.406863,
        "fair_value": 104.949942,
        "relative_strength": -3.748145,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -21.586432,
        "energy": 16.050687,
        "activity_lines": [
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      },
      {
        "date": "2023-10-20",
        "close": 125.0,
        "volume": 1700,
        "typical_volume": 2250.0,
        "trend": 126.055882,
        "fair_value": 105.342096,
        "relative_strength": 3.268373,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -2.048815,
        "energy": 11.18301,
        "activity_lines": [
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      },
      {
        "date": "2023-10-27",
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        "relative_strength": 1.386391,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -30.38767,
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      },
      {
        "date": "2023-11-03",
        "close": 122.0,
        "volume": 100,
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        "relative_strength": -1.049213,
        "stage": 4,
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      },
      {
        "date": "2023-11-10",
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        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2023-11-17",
        "close": 128.5,
        "volume": 100,
        "typical_volume": 1560.0,
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        "relative_strength": 4.378629,
        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 8.393475,
        "activity_lines": [
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      },
      {
        "date": "2023-11-24",
        "close": 126.5,
        "volume": 1700,
        "typical_volume": 1610.0,
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        "relative_strength": 4.164959,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 35.873547,
        "energy": 18.286407,
        "activity_lines": [
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      },
      {
        "date": "2023-12-01",
        "close": 124.0,
        "volume": 300,
        "typical_volume": 1385.0,
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        "fair_value": 107.683837,
        "relative_strength": 3.403055,
        "stage": 4,
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2023-12-08",
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      },
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        "date": "2023-12-15",
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        "typical_volume": 1480.0,
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        "stage": 4,
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        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
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        "date": "2023-12-22",
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        "volume": 500,
        "typical_volume": 1495.0,
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        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2023-12-29",
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        "volume": 2500,
        "typical_volume": 1430.0,
        "trend": 122.833333,
        "fair_value": 109.162612,
        "relative_strength": -3.077694,
        "stage": 4,
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        "energy": 54.388273,
        "activity_lines": [
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      },
      {
        "date": "2024-01-05",
        "close": 123.0,
        "volume": 100,
        "typical_volume": 1245.0,
        "trend": 122.766667,
        "fair_value": 109.564021,
        "relative_strength": 0.416197,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.497311,
        "energy": 49.245225,
        "activity_lines": [
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      },
      {
        "date": "2024-01-12",
        "close": 129.0,
        "volume": 500,
        "typical_volume": 1160.0,
        "trend": 123.033333,
        "fair_value": 109.990647,
        "relative_strength": 6.455513,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 34.693427,
        "energy": 17.687854,
        "activity_lines": [
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      },
      {
        "date": "2024-01-19",
        "close": 133.0,
        "volume": 400,
        "typical_volume": 1020.0,
        "trend": 123.533333,
        "fair_value": 110.451744,
        "relative_strength": 12.219975,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.298468,
        "energy": 52.502201,
        "activity_lines": [
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      },
      {
        "date": "2024-01-26",
        "close": 131.5,
        "volume": 200,
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        "direction": 55.080264,
        "energy": 26.266102,
        "activity_lines": [
          64.783333,
          64.695455,
          64.427381,
          63.858602
        ]
      },
      {
        "date": "2026-05-15",
        "close": 66.0,
        "volume": 200,
        "typical_volume": 1775.0,
        "trend": 63.583333,
        "fair_value": 81.714744,
        "relative_strength": -11.910831,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 57.575483,
        "energy": 41.252017,
        "activity_lines": [
          65.233333,
          64.9,
          64.645238,
          64.014516
        ]
      },
      {
        "date": "2026-05-22",
        "close": 66.0,
        "volume": 200,
        "typical_volume": 1655.0,
        "trend": 63.583333,
        "fair_value": 81.342949,
        "relative_strength": -12.691039,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.763176,
        "energy": 50.5137,
        "activity_lines": [
          65.6,
          65.113636,
          64.836905,
          64.17043
        ]
      },
      {
        "date": "2026-05-29",
        "close": 68.75,
        "volume": 200,
        "typical_volume": 1360.0,
        "trend": 63.675,
        "fair_value": 81.020833,
        "relative_strength": -10.359384,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.597873,
        "energy": 71.871924,
        "activity_lines": [
          66.766667,
          65.836364,
          65.269048,
          64.503763
        ]
      },
      {
        "date": "2026-06-05",
        "close": 68.75,
        "volume": 0,
        "typical_volume": 1305.0,
        "trend": 63.808333,
        "fair_value": 80.660256,
        "relative_strength": -10.713294,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.600472,
        "energy": 84.680061,
        "activity_lines": [
          67.633333,
          66.472727,
          65.658333,
          64.831183
        ]
      },
      {
        "date": "2026-06-12",
        "close": 68.75,
        "volume": 0,
        "typical_volume": 760.0,
        "trend": 63.991667,
        "fair_value": 80.325321,
        "relative_strength": -10.720232,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.626362,
        "energy": 85.091914,
        "activity_lines": [
          68.2,
          67.018182,
          66.004762,
          65.15
        ]
      },
      {
        "date": "2026-06-19",
        "close": 68.75,
        "volume": 0,
        "typical_volume": 745.0,
        "trend": 64.183333,
        "fair_value": 80.009615,
        "relative_strength": -9.045281,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.254521,
        "energy": 89.930975,
        "activity_lines": [
          68.566667,
          67.490909,
          66.327381,
          65.456989
        ]
      },
      {
        "date": "2026-06-26",
        "close": 68.75,
        "volume": 0,
        "typical_volume": 720.0,
        "trend": 64.383333,
        "fair_value": 79.706731,
        "relative_strength": -6.740993,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.771257,
        "energy": 87.261221,
        "activity_lines": [
          68.75,
          67.890909,
          66.628571,
          65.751613
        ]
      },
      {
        "date": "2026-07-03",
        "close": 65.5,
        "volume": 800,
        "typical_volume": 720.0,
        "trend": 64.55,
        "fair_value": 79.363782,
        "relative_strength": -14.413888,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.935495,
        "energy": 46.774535,
        "activity_lines": [
          67.666667,
          67.618182,
          66.596429,
          65.823656
        ]
      },
      {
        "date": "2026-07-10",
        "close": 66.0,
        "volume": 3600,
        "typical_volume": 780.0,
        "trend": 64.733333,
        "fair_value": 79.049679,
        "relative_strength": -13.765871,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.294179,
        "energy": 25.59928,
        "activity_lines": [
          66.966667,
          67.413636,
          66.6,
          65.917204
        ]
      },
      {
        "date": "2026-07-17",
        "close": 65.0,
        "volume": 400,
        "typical_volume": 795.0,
        "trend": 64.883333,
        "fair_value": 78.719551,
        "relative_strength": -15.575297,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.63598,
        "energy": 23.223741,
        "activity_lines": [
          66.116667,
          66.995455,
          66.502381,
          65.934409
        ]
      },
      {
        "date": "2026-07-24",
        "close": 66.75,
        "volume": 1000,
        "typical_volume": 805.0,
        "trend": 65.091667,
        "fair_value": 78.410256,
        "relative_strength": -13.180985,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.781941,
        "energy": 27.445701,
        "activity_lines": [
          66.1,
          66.909091,
          66.569048,
          66.054839
        ]
      },
      {
        "date": "2026-07-31",
        "close": 66.75,
        "volume": 0,
        "typical_volume": 805.0,
        "trend": 65.266667,
        "fair_value": 78.094551,
        "relative_strength": -11.800027,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 21.309681,
        "energy": 20.557072,
        "activity_lines": [
          66.216667,
          66.809091,
          66.634524,
          66.161828
        ]
      },
      {
        "date": "2026-08-07",
        "close": 70.0,
        "volume": 1100,
        "typical_volume": 810.0,
        "trend": 65.608333,
        "fair_value": 77.780449,
        "relative_strength": -6.568126,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 74.449179,
        "energy": 41.726905,
        "activity_lines": [
          67.55,
          67.286364,
          67.008333,
          66.467204
        ]
      }
    ],
    "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."
    }
  }
}