{
  "ticker": {
    "uuid": "8e2994a2-b84b-49c5-9c3d-cc90d9855709",
    "symbol": "8097",
    "name": "ATW Technology Inc.",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -64.611,
    "architecture_energy": 63.47,
    "architecture_maturity": 10.949,
    "architecture_confidence": 84.249,
    "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": 29.85,
        "rotation_up": 9.09,
        "upward_expansion": 12.83,
        "deceleration": 37.96,
        "rotation_down": 73.08,
        "downward_expansion": 88.49
      },
      "activity_lines": [
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 50.599998,
    "trend_reference": 55.413333,
    "distance_from_trend": -0.086862,
    "trend_direction": "Weakening",
    "fair_value": 64.726602,
    "distance_from_fair_value": -0.21825,
    "fair_value_direction": "Weakening",
    "relative_strength": -40.00547,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.099644,
    "excess_performance": -0.541016,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.086862,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.035955,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.21825,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.049835,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.400055,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.034289,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.099644,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.381554,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 594068,
      "relative_activity": 1.276946,
      "balance": 0.381554,
      "dry_up": 0.998807,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.086805,
      "annualized_volatility": 0.255522,
      "from_high_reference": -0.294282,
      "from_low_reference": 0.016064
    },
    "levels": {
      "trend_reference": 55.413333,
      "fair_value_reference": 64.726602,
      "structural_low": 49.799999,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 24,
        "median_return": 0.004392,
        "positive_rate": 0.5,
        "directional_follow_through": 0.458333,
        "median_excess_return": -0.042387,
        "regime_survival": 0.791667,
        "best_return": 0.228718,
        "worst_return": -0.141856,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.011637,
        "positive_rate": 0.375,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.078543,
        "regime_survival": 0.5,
        "best_return": 0.380435,
        "worst_return": -0.055441,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.008725,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.249233,
        "regime_survival": 0.5,
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        "worst_return": -0.219325,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
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        "regime_survival": 0.666667,
        "best_return": 0.442857,
        "worst_return": -0.278014,
        "sufficient": false
      }
    ],
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        "regime": "rotation_down",
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        "end": "2024-07-05",
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        "return": 0.075829,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "Developing",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "return": 0.0,
        "active": false
      },
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "regime": "balance",
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        "active": false
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        "regime": "downward_expansion",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 590705.2,
        "trend": 58.96,
        "fair_value": 64.498373,
        "relative_strength": -45.279058,
        "stage": 4,
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
        "close": 53.700001,
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        "typical_volume": 531942.4,
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 547144.45,
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      },
      {
        "date": "2026-06-05",
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        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-06-12",
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        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-06-19",
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        "volume": 215201,
        "typical_volume": 553499.5,
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        "relative_strength": -38.757713,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 550944.2,
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      },
      {
        "date": "2026-07-17",
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        "fair_value": 64.658653,
        "relative_strength": -37.443293,
        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-24",
        "close": 52.099998,
        "volume": 246015,
        "typical_volume": 524249.85,
        "trend": 56.366666,
        "fair_value": 64.673397,
        "relative_strength": -38.8528,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -40.334512,
        "energy": 29.21129,
        "activity_lines": [
          54.546666,
          56.338181,
          55.970952,
          55.945806
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      },
      {
        "date": "2026-07-31",
        "close": 51.799999,
        "volume": 443150,
        "typical_volume": 461607.2,
        "trend": 56.033333,
        "fair_value": 64.690385,
        "relative_strength": -37.131959,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -60.905119,
        "energy": 41.663738,
        "activity_lines": [
          53.253333,
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          55.584761,
          55.651182
        ]
      },
      {
        "date": "2026-08-07",
        "close": 51.799999,
        "volume": 575451,
        "typical_volume": 460779.15,
        "trend": 55.723333,
        "fair_value": 64.714423,
        "relative_strength": -37.489567,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.845895,
        "energy": 54.2898,
        "activity_lines": [
          52.379999,
          54.467272,
          55.237142,
          55.378064
        ]
      },
      {
        "date": "2026-08-14",
        "close": 50.599998,
        "volume": 594068,
        "typical_volume": 465225.8,
        "trend": 55.413333,
        "fair_value": 64.726602,
        "relative_strength": -40.00547,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.611064,
        "energy": 63.470392,
        "activity_lines": [
          51.519999,
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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."
    }
  }
}