{
  "ticker": {
    "uuid": "4d746915-03fc-474a-a47a-7a8af6339bca",
    "symbol": "3680",
    "name": "Gudeng Precision Industrial 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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -17.041,
    "architecture_energy": 29.853,
    "architecture_maturity": 3.01,
    "architecture_confidence": 65.22,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 45.95,
        "rotation_up": 15.88,
        "upward_expansion": 18.87,
        "deceleration": 55.35,
        "rotation_down": 57.82,
        "downward_expansion": 46.21
      },
      "activity_lines": [
        443.533333,
        462.963636,
        486.33378,
        475.395002
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 463.5,
    "trend_reference": 457.719142,
    "distance_from_trend": 0.01263,
    "trend_direction": "Improving",
    "fair_value": 408.003742,
    "distance_from_fair_value": 0.136019,
    "fair_value_direction": "Weakening",
    "relative_strength": -15.463456,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.189481,
    "excess_performance": -0.251891,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.01263,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.111639,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.136019,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.284874,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.154635,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.209163,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.189481,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.376327,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4577042,
      "relative_activity": 0.375005,
      "balance": 0.376327,
      "dry_up": 0.538907,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.162573,
      "annualized_volatility": 0.529454,
      "from_high_reference": -0.249653,
      "from_low_reference": 0.697032
    },
    "levels": {
      "trend_reference": 457.719142,
      "fair_value_reference": 408.003742,
      "structural_low": 353.971073,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 3,
        "median_return": 0.018912,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.023581,
        "regime_survival": 0.333333,
        "best_return": 0.172811,
        "worst_return": -0.141988,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.154637,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.108374,
        "regime_survival": 0.0,
        "best_return": 0.354163,
        "worst_return": -0.044888,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.376171,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.364063,
        "regime_survival": 0.0,
        "best_return": 0.576349,
        "worst_return": 0.175994,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.494692,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.583016,
        "regime_survival": 0.0,
        "best_return": 0.494692,
        "worst_return": 0.494692,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-10-13",
        "end": "2023-12-01",
        "tenure": "Developing",
        "return": 0.011557,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-12-08",
        "end": "2023-12-15",
        "tenure": "New",
        "return": -0.028188,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-22",
        "end": "2024-02-02",
        "tenure": "Developing",
        "return": 0.081442,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-09",
        "end": "2024-05-10",
        "tenure": "Established",
        "return": 0.002433,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-05-17",
        "end": "2024-07-05",
        "tenure": "Developing",
        "return": 0.248962,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-12",
        "end": "2024-11-08",
        "tenure": "Established",
        "return": -0.005747,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-15",
        "end": "2025-01-17",
        "tenure": "Developing",
        "return": -0.075757,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-10-03",
        "tenure": "Extended",
        "return": -0.251887,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-10",
        "end": "2026-01-09",
        "tenure": "Established",
        "return": 0.210264,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-16",
        "end": "2026-03-06",
        "tenure": "Developing",
        "return": -0.071512,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-13",
        "end": "2026-04-24",
        "tenure": "Developing",
        "return": 0.204724,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-01",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": -0.086289,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.186456,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-14",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-11",
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        "relative_strength": -4.409186,
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      },
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      },
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      },
      {
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
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        "typical_volume": 12322958.6,
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        "relative_strength": -23.245204,
        "stage": 3,
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        "gate": "mixed",
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      },
      {
        "date": "2026-08-07",
        "close": 438.5,
        "volume": 4541783,
        "typical_volume": 12338078.5,
        "trend": 455.753754,
        "fair_value": 407.056377,
        "relative_strength": -17.377452,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -17.00751,
        "energy": 27.379954,
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      },
      {
        "date": "2026-08-14",
        "close": 463.5,
        "volume": 4577042,
        "typical_volume": 12205281.5,
        "trend": 457.719142,
        "fair_value": 408.003742,
        "relative_strength": -15.463456,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -17.040778,
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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."
    }
  }
}