{
  "ticker": {
    "uuid": "a88b00e8-75e6-4a99-b409-378f14a0922a",
    "symbol": "3609",
    "name": "HEP Tech Co., Ltd.",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -53.81,
    "architecture_energy": 44.789,
    "architecture_maturity": 74.376,
    "architecture_confidence": 87.424,
    "architecture_tenure": "Extended",
    "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": 37.18,
        "rotation_up": 12.49,
        "upward_expansion": 6.94,
        "deceleration": 43.23,
        "rotation_down": 61.57,
        "downward_expansion": 80.28
      },
      "activity_lines": [
        25.083333,
        25.889091,
        26.257857,
        26.912043
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      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 25.049999,
    "trend_reference": 28.783333,
    "distance_from_trend": -0.129705,
    "trend_direction": "Weakening",
    "fair_value": 39.496474,
    "distance_from_fair_value": -0.365766,
    "fair_value_direction": "Weakening",
    "relative_strength": -52.828014,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.303199,
    "excess_performance": -0.744571,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.129705,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.168912,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.365766,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.032329,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.52828,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.031934,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.303199,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.676708,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1574001,
      "relative_activity": 1.383894,
      "balance": 0.676708,
      "dry_up": 0.845151,
      "accumulation_observations": 4,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.12928,
      "annualized_volatility": 0.458598,
      "from_high_reference": -0.521033,
      "from_low_reference": 0.221951
    },
    "levels": {
      "trend_reference": 28.783333,
      "fair_value_reference": 39.496474,
      "structural_low": 20.5,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 24,
        "median_return": -0.050959,
        "positive_rate": 0.291667,
        "directional_follow_through": 0.708333,
        "median_excess_return": -0.080602,
        "regime_survival": 0.833333,
        "best_return": 0.382143,
        "worst_return": -0.167286,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.013336,
        "positive_rate": 0.625,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.064282,
        "regime_survival": 0.625,
        "best_return": 0.202703,
        "worst_return": -0.356033,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.045556,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.126965,
        "regime_survival": 0.4,
        "best_return": 0.019084,
        "worst_return": -0.323775,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.010178,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
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        "best_return": 0.137888,
        "worst_return": -0.146123,
        "sufficient": false
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        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-26",
        "end": "2024-10-11",
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        "return": -0.170354,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-10-25",
        "tenure": "New",
        "return": 0.098202,
        "active": false
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      {
        "regime": "downward_expansion",
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.082944,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "active": false
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      {
        "regime": "upward_expansion",
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      {
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 928100.3,
        "trend": 37.44,
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        "relative_strength": -64.609577,
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      },
      {
        "date": "2026-05-15",
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        "energy": 66.076329,
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      },
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        "date": "2026-05-22",
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        "typical_volume": 1006641.2,
        "trend": 35.856667,
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      },
      {
        "date": "2026-05-29",
        "close": 28.049999,
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        "stage": 4,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 1115305.65,
        "trend": 34.633333,
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      },
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        "date": "2026-06-12",
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        "stage": 4,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-06-19",
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        "volume": 1201000,
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        "trend": 33.27,
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        "energy": 19.801185,
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      },
      {
        "date": "2026-06-26",
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      },
      {
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        "energy": 22.092244,
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          27.1,
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      },
      {
        "date": "2026-07-10",
        "close": 28.299999,
        "volume": 1402017,
        "typical_volume": 1152539.75,
        "trend": 31.456667,
        "fair_value": 40.082692,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1138489.25,
        "trend": 30.908333,
        "fair_value": 39.975,
        "relative_strength": -49.188246,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -30.672487,
        "energy": 17.855666,
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          27.47,
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      },
      {
        "date": "2026-07-24",
        "close": 25.65,
        "volume": 348000,
        "typical_volume": 1094429.35,
        "trend": 30.375,
        "fair_value": 39.862179,
        "relative_strength": -52.596482,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.029232,
        "energy": 19.791556,
        "activity_lines": [
          26.906667,
          27.156364,
          26.806905,
          27.90129
        ]
      },
      {
        "date": "2026-07-31",
        "close": 23.950001,
        "volume": 1144000,
        "typical_volume": 1099229.25,
        "trend": 29.808333,
        "fair_value": 39.750641,
        "relative_strength": -54.209169,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.663987,
        "energy": 32.56504,
        "activity_lines": [
          25.933334,
          26.526364,
          26.529762,
          27.486774
        ]
      },
      {
        "date": "2026-08-07",
        "close": 25.1,
        "volume": 779000,
        "typical_volume": 1098277.2,
        "trend": 29.25,
        "fair_value": 39.617308,
        "relative_strength": -52.153868,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.296276,
        "energy": 34.629343,
        "activity_lines": [
          25.43,
          26.185455,
          26.388333,
          27.183011
        ]
      },
      {
        "date": "2026-08-14",
        "close": 25.049999,
        "volume": 1574001,
        "typical_volume": 1137370.9,
        "trend": 28.783333,
        "fair_value": 39.496474,
        "relative_strength": -52.828014,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.809775,
        "energy": 44.788759,
        "activity_lines": [
          25.083333,
          25.889091,
          26.257857,
          26.912043
        ]
      }
    ],
    "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."
    }
  }
}