{
  "ticker": {
    "uuid": "84d5af6d-9409-492c-94cd-33e0a14d493a",
    "symbol": "WACOAL",
    "name": "Thai Wacoal 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 65.219,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -36.524,
    "architecture_energy": 22.31,
    "architecture_maturity": 70.277,
    "architecture_confidence": 74.044,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 35.76,
        "rotation_up": 28.32,
        "upward_expansion": 15.37,
        "deceleration": 46.94,
        "rotation_down": 24.24,
        "downward_expansion": 60.71
      },
      "activity_lines": [
        15.866667,
        15.756364,
        15.95202,
        16.093159
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 15.8,
    "trend_reference": 16.242902,
    "distance_from_trend": -0.027267,
    "trend_direction": "Weakening",
    "fair_value": 22.955825,
    "distance_from_fair_value": -0.311722,
    "fair_value_direction": "Improving",
    "relative_strength": -19.214556,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.061594,
    "excess_performance": -0.253919,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.027267,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.023156,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.311722,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.003446,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.192146,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.002275,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.061594,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.587131,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3100,
      "relative_activity": 0.30303,
      "balance": 3.587131,
      "dry_up": 3.555718,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.023856,
      "annualized_volatility": 0.133422,
      "from_high_reference": -0.330809,
      "from_low_reference": 0.03268
    },
    "levels": {
      "trend_reference": 16.242902,
      "fair_value_reference": 22.955825,
      "structural_low": 15.3,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 46,
        "median_return": -0.010579,
        "positive_rate": 0.391304,
        "directional_follow_through": 0.565217,
        "median_excess_return": -0.010745,
        "regime_survival": 0.891304,
        "best_return": 0.080292,
        "worst_return": -0.148594,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
        "median_return": -0.035751,
        "positive_rate": 0.3125,
        "directional_follow_through": 0.6875,
        "median_excess_return": -0.05495,
        "regime_survival": 0.75,
        "best_return": 0.03012,
        "worst_return": -0.206897,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.047321,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.030977,
        "regime_survival": 0.625,
        "best_return": -0.022979,
        "worst_return": -0.218968,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.113771,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.11201,
        "regime_survival": 0.75,
        "best_return": -0.09242,
        "worst_return": -0.336131,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-09-02",
        "end": "2022-09-30",
        "tenure": "Developing",
        "return": -0.013605,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2022-10-07",
        "end": "2022-10-28",
        "tenure": "New",
        "return": -0.048951,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2022-11-04",
        "end": "2022-11-18",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-11-25",
        "end": "2023-01-13",
        "tenure": "Developing",
        "return": -0.034247,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "active": false
      },
      {
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      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2023-08-11",
        "tenure": "Established",
        "return": -0.066014,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2024-02-09",
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        "return": -0.030534,
        "active": false
      },
      {
        "regime": "balance",
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        "return": -0.03937,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "regime": "balance",
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      {
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      {
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.088155,
        "energy": 11.442933,
        "activity_lines": [
          16.566119,
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          16.516354,
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 16.546766,
        "volume": 600,
        "typical_volume": 5400.0,
        "trend": 16.856412,
        "fair_value": 24.427481,
        "relative_strength": -18.529592,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -19.207361,
        "energy": 8.915063,
        "activity_lines": [
          16.540315,
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      },
      {
        "date": "2026-05-01",
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        "volume": 1900,
        "typical_volume": 5495.0,
        "trend": 16.788677,
        "fair_value": 24.337132,
        "relative_strength": -20.900634,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -34.926449,
        "energy": 15.037203,
        "activity_lines": [
          16.475805,
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          16.580061
        ]
      },
      {
        "date": "2026-05-08",
        "close": 16.6,
        "volume": 800,
        "typical_volume": 5450.0,
        "trend": 16.745295,
        "fair_value": 24.239494,
        "relative_strength": -19.442024,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.405382,
        "energy": 12.021935,
        "activity_lines": [
          16.512902,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 16.799999,
        "volume": 1700,
        "typical_volume": 5360.0,
        "trend": 16.71503,
        "fair_value": 24.147573,
        "relative_strength": -18.843931,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.77449,
        "energy": 4.772408,
        "activity_lines": [
          16.606667,
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      },
      {
        "date": "2026-05-22",
        "close": 16.5,
        "volume": 15500,
        "typical_volume": 6135.0,
        "trend": 16.67154,
        "fair_value": 24.046336,
        "relative_strength": -20.54033,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.858122,
        "energy": 7.188265,
        "activity_lines": [
          16.583549,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 16.4,
        "volume": 3700,
        "typical_volume": 5800.0,
        "trend": 16.627942,
        "fair_value": 23.951851,
        "relative_strength": -21.711378,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -31.918489,
        "energy": 12.174022,
        "activity_lines": [
          16.530215,
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      },
      {
        "date": "2026-06-05",
        "close": 16.4,
        "volume": 1200,
        "typical_volume": 5800.0,
        "trend": 16.584343,
        "fair_value": 23.852931,
        "relative_strength": -21.7215,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -42.67442,
        "energy": 16.272782,
        "activity_lines": [
          16.486667,
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      },
      {
        "date": "2026-06-12",
        "close": 15.6,
        "volume": 100,
        "typical_volume": 4895.0,
        "trend": 16.546334,
        "fair_value": 23.742968,
        "relative_strength": -25.284558,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -64.089645,
        "energy": 45.968304,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 15.3,
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        "typical_volume": 4865.0,
        "trend": 16.482196,
        "fair_value": 23.644389,
        "relative_strength": -24.918775,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.873016,
        "energy": 66.880612,
        "activity_lines": [
          15.826667,
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          16.312479,
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      },
      {
        "date": "2026-06-26",
        "close": 15.4,
        "volume": 200,
        "typical_volume": 4775.0,
        "trend": 16.440745,
        "fair_value": 23.546451,
        "relative_strength": -22.224825,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.967836,
        "energy": 72.330988,
        "activity_lines": [
          15.613333,
          15.971877,
          16.217095,
          16.311586
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      },
      {
        "date": "2026-07-03",
        "close": 15.4,
        "volume": 1300,
        "typical_volume": 4735.0,
        "trend": 16.399294,
        "fair_value": 23.448513,
        "relative_strength": -24.750172,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.807665,
        "energy": 90.594195,
        "activity_lines": [
          15.473333,
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          16.128555,
          16.244441
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      },
      {
        "date": "2026-07-10",
        "close": 15.8,
        "volume": 3900,
        "typical_volume": 4475.0,
        "trend": 16.371177,
        "fair_value": 23.348704,
        "relative_strength": -22.411528,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.099008,
        "energy": 84.072834,
        "activity_lines": [
          15.533333,
          15.778182,
          16.083109,
          16.205777
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      },
      {
        "date": "2026-07-17",
        "close": 15.9,
        "volume": 59800,
        "typical_volume": 6355.0,
        "trend": 16.323814,
        "fair_value": 23.248057,
        "relative_strength": -22.083452,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.125065,
        "energy": 68.529111,
        "activity_lines": [
          15.666667,
          15.756364,
          16.049361,
          16.175378
        ]
      },
      {
        "date": "2026-07-24",
        "close": 15.8,
        "volume": 14400,
        "typical_volume": 6965.0,
        "trend": 16.289245,
        "fair_value": 23.148247,
        "relative_strength": -22.122714,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -47.365916,
        "energy": 39.035975,
        "activity_lines": [
          15.746667,
          15.729091,
          16.00917,
          16.141584
        ]
      },
      {
        "date": "2026-07-31",
        "close": 16.0,
        "volume": 68200,
        "typical_volume": 10345.0,
        "trend": 16.261343,
        "fair_value": 23.04972,
        "relative_strength": -19.378045,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.061148,
        "energy": 23.749751,
        "activity_lines": [
          15.86,
          15.756364,
          15.989738,
          16.122923
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.8,
        "volume": 3100,
        "typical_volume": 10230.0,
        "trend": 16.242902,
        "fair_value": 22.955825,
        "relative_strength": -19.214556,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -36.523531,
        "energy": 22.310279,
        "activity_lines": [
          15.866667,
          15.756364,
          15.95202,
          16.093159
        ]
      }
    ],
    "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."
    }
  }
}