{
  "ticker": {
    "uuid": "9cba84ac-256f-492c-87b5-5c83dfc39f6f",
    "symbol": "6682",
    "name": "Hua Hsu Advanced Technology 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": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 60.037,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -28.824,
    "architecture_energy": 50.283,
    "architecture_maturity": 14.367,
    "architecture_confidence": 76.183,
    "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": 34.74,
        "rotation_up": 14.6,
        "upward_expansion": 24.87,
        "deceleration": 50.63,
        "rotation_down": 68.6,
        "downward_expansion": 54.54
      },
      "activity_lines": [
        37.626665,
        42.427181,
        47.983072,
        46.200312
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 35.599998,
    "trend_reference": 42.109833,
    "distance_from_trend": -0.154592,
    "trend_direction": "Improving",
    "fair_value": 22.722714,
    "distance_from_fair_value": 0.566714,
    "fair_value_direction": "Weakening",
    "relative_strength": -34.913357,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.412698,
    "excess_performance": -0.028674,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.154592,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.172704,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.566714,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.874381,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.349134,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.498064,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.412698,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.581442,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3852919,
      "relative_activity": 0.312343,
      "balance": 1.581442,
      "dry_up": 0.227233,
      "accumulation_observations": 4,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.306087,
      "annualized_volatility": 0.735562,
      "from_high_reference": -0.549367,
      "from_low_reference": 1.57971
    },
    "levels": {
      "trend_reference": 42.109833,
      "fair_value_reference": 22.722714,
      "structural_low": 23.9,
      "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": 4,
        "median_return": -0.016338,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.066213,
        "regime_survival": 0.0,
        "best_return": -0.009843,
        "worst_return": -0.195122,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.080483,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.017521,
        "regime_survival": 0.0,
        "best_return": 0.702381,
        "worst_return": -0.195122,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.394997,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.079047,
        "regime_survival": 0.0,
        "best_return": 3.97619,
        "worst_return": -0.415423,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.291836,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.486739,
        "regime_survival": 0.0,
        "best_return": 3.327381,
        "worst_return": -0.412935,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-13",
        "end": "2025-01-17",
        "tenure": "Developing",
        "return": -0.148305,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-24",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.064039,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-18",
        "tenure": "New",
        "return": -0.192857,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-06-06",
        "tenure": "Developing",
        "return": -0.019277,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-13",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.433628,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-18",
        "end": "2025-10-17",
        "tenure": "Established",
        "return": 1.960289,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-12-19",
        "tenure": "Developing",
        "return": -0.354644,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-26",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.021654,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-23",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": 0.532803,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-20",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.248876,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-04-24",
        "end": "2026-05-01",
        "tenure": "New",
        "return": 0.083605,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-08",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.23855,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.04875,
        "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",
        "close": 20.9,
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        "typical_volume": 860460.3,
        "trend": 21.395236,
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      },
      {
        "date": "2023-08-18",
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      },
      {
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      },
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      },
      {
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      },
      {
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      },
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        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-07-03",
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        "energy": 30.752566,
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      },
      {
        "date": "2026-07-10",
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        "stage": 3,
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      },
      {
        "date": "2026-07-17",
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        "trend": 40.4715,
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        "relative_strength": -20.305823,
        "stage": 3,
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-24",
        "close": 40.0,
        "volume": 2167786,
        "typical_volume": 13360232.65,
        "trend": 40.913167,
        "fair_value": 22.42624,
        "relative_strength": -22.318637,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -2.271149,
        "energy": 19.116266,
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          44.626667,
          50.857819,
          51.072524,
          46.993613
        ]
      },
      {
        "date": "2026-07-31",
        "close": 38.099998,
        "volume": 3360122,
        "typical_volume": 12762273.05,
        "trend": 41.3365,
        "fair_value": 22.53874,
        "relative_strength": -25.436031,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.644051,
        "energy": 30.666208,
        "activity_lines": [
          41.286666,
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          50.129691,
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      },
      {
        "date": "2026-08-07",
        "close": 38.049999,
        "volume": 1831347,
        "typical_volume": 12397017.1,
        "trend": 41.7965,
        "fair_value": 22.633612,
        "relative_strength": -27.702399,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -24.713748,
        "energy": 41.10537,
        "activity_lines": [
          39.369999,
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        ]
      },
      {
        "date": "2026-08-14",
        "close": 35.599998,
        "volume": 3852919,
        "typical_volume": 12335524.8,
        "trend": 42.109833,
        "fair_value": 22.722714,
        "relative_strength": -34.913357,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -28.823614,
        "energy": 50.283122,
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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."
    }
  }
}