{
  "ticker": {
    "uuid": "79a4ead5-95b8-4d9b-a888-1c2895b017e0",
    "symbol": "2548",
    "name": "Huaku Development Co., Ltd.",
    "exchange": "TAI",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 85.993,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -68.518,
    "architecture_energy": 53.335,
    "architecture_maturity": 12.008,
    "architecture_confidence": 96,
    "architecture_tenure": "New",
    "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": 19.52,
        "rotation_up": 21.33,
        "upward_expansion": 9.36,
        "deceleration": 44.86,
        "rotation_down": 56.06,
        "downward_expansion": 82.69
      },
      "activity_lines": [
        95.3127,
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        101.837645
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 93.300003,
    "trend_reference": 102.398228,
    "distance_from_trend": -0.088851,
    "trend_direction": "Improving",
    "fair_value": 92.089483,
    "distance_from_fair_value": 0.013145,
    "fair_value_direction": "Weakening",
    "relative_strength": -31.891809,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.006543,
    "excess_performance": -0.447915,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.088851,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.004447,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.013145,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.250747,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.318918,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.117508,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.006543,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.398686,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6511085,
      "relative_activity": 0.56864,
      "balance": 0.398686,
      "dry_up": 0.712929,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.057567,
      "annualized_volatility": 0.208642,
      "from_high_reference": -0.208983,
      "from_low_reference": 0.11263
    },
    "levels": {
      "trend_reference": 102.398228,
      "fair_value_reference": 92.089483,
      "structural_low": 93.099998,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 7,
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        "positive_rate": 0.714286,
        "directional_follow_through": 0.285714,
        "median_excess_return": 0.02724,
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        "worst_return": -0.04721,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
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        "positive_rate": 0.333333,
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        "sufficient": false
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        "horizon": "Extended",
        "sample_count": 2,
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        "sufficient": false
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        "horizon": "Full cycle",
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        "worst_return": -0.078864,
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        "return": 0.041973,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-08-30",
        "tenure": "Established",
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      },
      {
        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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      },
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        "regime": "downward_expansion",
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        "end": "2025-03-21",
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      {
        "regime": "balance",
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      },
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 11907245.5,
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        "fair_value": 91.475248,
        "relative_strength": -26.681718,
        "stage": 4,
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        "gate": "mixed",
        "direction": -33.332652,
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      },
      {
        "date": "2026-07-31",
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        "volume": 6735397,
        "typical_volume": 11953938.2,
        "trend": 102.981146,
        "fair_value": 91.696059,
        "relative_strength": -25.993838,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.520015,
        "energy": 32.03407,
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      },
      {
        "date": "2026-08-07",
        "close": 94.400002,
        "volume": 8888737,
        "typical_volume": 11863472.4,
        "trend": 102.715438,
        "fair_value": 91.897191,
        "relative_strength": -29.305411,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -67.007555,
        "energy": 44.925834,
        "activity_lines": [
          96.398096,
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      },
      {
        "date": "2026-08-14",
        "close": 93.300003,
        "volume": 6511085,
        "typical_volume": 11450277.9,
        "trend": 102.398228,
        "fair_value": 92.089483,
        "relative_strength": -31.891809,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.518334,
        "energy": 53.335413,
        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}