{
  "ticker": {
    "uuid": "005d1a1f-5a00-4393-a800-a94dc02e8389",
    "symbol": "HTECH",
    "name": "Halcyon Technology 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 75.411,
    "architecture_energy": 82.803,
    "architecture_maturity": 45.242,
    "architecture_confidence": 89.5,
    "architecture_tenure": "Established",
    "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": 0.35,
        "rotation_up": 78.36,
        "upward_expansion": 97.25,
        "deceleration": 40.0,
        "rotation_down": 12.96,
        "downward_expansion": 19.25
      },
      "activity_lines": [
        3.938667,
        3.804364,
        3.598,
        3.427078
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 4.02,
    "trend_reference": 3.240569,
    "distance_from_trend": 0.240523,
    "trend_direction": "Improving",
    "fair_value": 2.79505,
    "distance_from_fair_value": 0.438257,
    "fair_value_direction": "Improving",
    "relative_strength": 17.577286,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.277807,
    "excess_performance": 0.085482,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.240523,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.106815,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.438257,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.202244,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.175773,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.118563,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.277807,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 8.18084,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2892600,
      "relative_activity": 0.637742,
      "balance": 8.18084,
      "dry_up": 0.832018,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.063911,
      "annualized_volatility": 0.405506,
      "from_high_reference": -0.042857,
      "from_low_reference": 0.79554
    },
    "levels": {
      "trend_reference": 3.240569,
      "fair_value_reference": 2.79505,
      "structural_low": 2.431888,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 18,
        "median_return": 0.046699,
        "positive_rate": 0.611111,
        "directional_follow_through": 0.611111,
        "median_excess_return": 0.00638,
        "regime_survival": 0.722222,
        "best_return": 0.201439,
        "worst_return": -0.199275,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.002856,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.027887,
        "regime_survival": 0.625,
        "best_return": 0.45196,
        "worst_return": -0.257947,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.044391,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.119967,
        "regime_survival": 0.4,
        "best_return": 0.495959,
        "worst_return": -0.449294,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.289142,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.268185,
        "regime_survival": 0.0,
        "best_return": 0.002621,
        "worst_return": -0.434114,
        "sufficient": false
      }
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        "regime": "balance",
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        "regime": "rotation_down",
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      {
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        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "date": "2026-04-17",
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      },
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
      {
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      },
      {
        "date": "2026-06-05",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 365000,
        "typical_volume": 5033765.0,
        "trend": 3.058289,
        "fair_value": 2.736157,
        "relative_strength": 5.942783,
        "stage": 2,
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        "modifier": "Early expansion",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 2.747678,
        "relative_strength": 11.591788,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.509695,
        "energy": 62.8327,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 3.86,
        "volume": 4366400,
        "typical_volume": 4595490.0,
        "trend": 3.128979,
        "fair_value": 2.75902,
        "relative_strength": 11.967021,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.147244,
        "energy": 67.591525,
        "activity_lines": [
          3.709333,
          3.603636,
          3.404319,
          3.275586
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.82,
        "volume": 3273400,
        "typical_volume": 4534830.0,
        "trend": 3.162382,
        "fair_value": 2.770218,
        "relative_strength": 10.392769,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.634239,
        "energy": 72.48125,
        "activity_lines": [
          3.769333,
          3.66,
          3.462578,
          3.320168
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.0,
        "volume": 4562700,
        "typical_volume": 4559045.0,
        "trend": 3.200499,
        "fair_value": 2.78257,
        "relative_strength": 16.580303,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.46935,
        "energy": 81.279875,
        "activity_lines": [
          3.869333,
          3.736364,
          3.532381,
          3.374207
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.02,
        "volume": 2892600,
        "typical_volume": 4535690.0,
        "trend": 3.240569,
        "fair_value": 2.79505,
        "relative_strength": 17.577286,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.410916,
        "energy": 82.802656,
        "activity_lines": [
          3.938667,
          3.804364,
          3.598,
          3.427078
        ]
      }
    ],
    "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."
    }
  }
}