{
  "ticker": {
    "uuid": "6014b34d-9e99-46a5-b555-d0c3566fb469",
    "symbol": "5392",
    "name": "Abico AVY 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 81.65,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 31.053,
    "architecture_energy": 17.168,
    "architecture_maturity": 20.936,
    "architecture_confidence": 77.275,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 50.42,
        "rotation_up": 28.7,
        "upward_expansion": 50.3,
        "deceleration": 84.47,
        "rotation_down": 35.61,
        "downward_expansion": 27.63
      },
      "activity_lines": [
        43.28,
        43.857272,
        43.535,
        42.714516
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 45.200001,
    "trend_reference": 42.626667,
    "distance_from_trend": 0.060369,
    "trend_direction": "Weakening",
    "fair_value": 33.638636,
    "distance_from_fair_value": 0.343693,
    "fair_value_direction": "Weakening",
    "relative_strength": -27.917801,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.072361,
    "excess_performance": -0.369011,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.060369,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.017328,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.343693,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.003252,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.279178,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.013908,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.072361,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.323388,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 9783891,
      "relative_activity": 0.455034,
      "balance": 3.323388,
      "dry_up": 0.559934,
      "accumulation_observations": 6,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.121937,
      "annualized_volatility": 0.489661,
      "from_high_reference": -0.246667,
      "from_low_reference": 0.319708
    },
    "levels": {
      "trend_reference": 42.626667,
      "fair_value_reference": 33.638636,
      "structural_low": 34.25,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": -0.029106,
        "positive_rate": 0.352941,
        "directional_follow_through": 0.352941,
        "median_excess_return": -0.030253,
        "regime_survival": 0.529412,
        "best_return": 0.230061,
        "worst_return": -0.116279,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.001379,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.096308,
        "regime_survival": 0.25,
        "best_return": 0.344,
        "worst_return": -0.175889,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.038528,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.064284,
        "regime_survival": 0.166667,
        "best_return": 0.399454,
        "worst_return": -0.181286,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.24261,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.096894,
        "regime_survival": 0.0,
        "best_return": 0.496895,
        "worst_return": -0.215476,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-26",
        "end": "2024-10-11",
        "tenure": "Developing",
        "return": -0.080051,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-18",
        "end": "2024-12-20",
        "tenure": "Developing",
        "return": 0.106013,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-27",
        "end": "2025-02-14",
        "tenure": "Developing",
        "return": -0.080053,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-21",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.072931,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-04-11",
        "end": "2025-04-18",
        "tenure": "New",
        "return": 0.075145,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-25",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": 0.233936,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-08",
        "end": "2025-08-22",
        "tenure": "New",
        "return": 0.10818,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-29",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": 0.167488,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-30",
        "tenure": "Developing",
        "return": 0.02603,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-06",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.064057,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": 0.193717,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-07-24",
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        "return": -0.015421,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-31",
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        "tenure": "New",
        "return": 0.195767,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-11",
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 20056633.4,
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        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 37.799999,
        "volume": 7928562,
        "typical_volume": 20236639.45,
        "trend": 42.738333,
        "fair_value": 33.3456,
        "relative_strength": -36.880373,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.066792,
        "energy": 19.581003,
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      },
      {
        "date": "2026-08-07",
        "close": 46.049999,
        "volume": 25340261,
        "typical_volume": 21238507.2,
        "trend": 42.671667,
        "fair_value": 33.49051,
        "relative_strength": -24.477648,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 5.642321,
        "energy": 11.657349,
        "activity_lines": [
          42.499999,
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      },
      {
        "date": "2026-08-14",
        "close": 45.200001,
        "volume": 9783891,
        "typical_volume": 21501450.75,
        "trend": 42.626667,
        "fair_value": 33.638636,
        "relative_strength": -27.917801,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 31.053445,
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        "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."
    }
  }
}