{
  "ticker": {
    "uuid": "61a2a409-dd25-4315-bcce-bd69c09561fb",
    "symbol": "3704",
    "name": "Zyxel Group Corporation",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 69.928,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 37.498,
    "architecture_energy": 19.997,
    "architecture_maturity": 48.425,
    "architecture_confidence": 77.603,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 37.95,
        "rotation_up": 33.62,
        "upward_expansion": 58.89,
        "deceleration": 84.84,
        "rotation_down": 25.02,
        "downward_expansion": 17.89
      },
      "activity_lines": [
        44.409999,
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        43.838726,
        41.618506
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 43.849998,
    "trend_reference": 38.962236,
    "distance_from_trend": 0.125449,
    "trend_direction": "Improving",
    "fair_value": 38.288757,
    "distance_from_fair_value": 0.145245,
    "fair_value_direction": "Improving",
    "relative_strength": -13.281881,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.314318,
    "excess_performance": -0.127054,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.125449,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.109198,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.145245,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.153213,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.132819,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.074005,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.314318,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.453656,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 33624178,
      "relative_activity": 1.516542,
      "balance": 2.453656,
      "dry_up": 0.867631,
      "accumulation_observations": 6,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.138229,
      "annualized_volatility": 0.471307,
      "from_high_reference": -0.139556,
      "from_low_reference": 0.650254
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    "levels": {
      "trend_reference": 38.962236,
      "fair_value_reference": 38.288757,
      "structural_low": 29.744409,
      "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": 12,
        "median_return": -0.021562,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.416667,
        "median_excess_return": -0.016957,
        "regime_survival": 0.666667,
        "best_return": 0.086137,
        "worst_return": -0.096045,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.052497,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.086116,
        "regime_survival": 0.333333,
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        "worst_return": -0.121183,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.015389,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.025496,
        "regime_survival": 0.25,
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        "worst_return": -0.041237,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.272641,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
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        "worst_return": 0.230636,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
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        "start": "2023-04-28",
        "end": "2023-08-18",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-01-19",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-01-26",
        "end": "2024-09-27",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-11-22",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Developing",
        "return": -0.045082,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-08-22",
        "tenure": "Established",
        "return": 0.012712,
        "active": false
      },
      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": 0.086893,
        "active": false
      },
      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
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        "regime": "deceleration",
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        "active": true
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        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 20562522.7,
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        "fair_value": 38.403855,
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        "stage": 2,
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        "direction": 62.767001,
        "energy": 43.616982,
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      },
      {
        "date": "2026-07-31",
        "close": 41.400002,
        "volume": 10769414,
        "typical_volume": 20683887.85,
        "trend": 38.123749,
        "fair_value": 38.329092,
        "relative_strength": -13.517778,
        "stage": 1,
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        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.143626,
        "energy": 27.208589,
        "activity_lines": [
          44.57,
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      },
      {
        "date": "2026-08-07",
        "close": 45.849998,
        "volume": 17298027,
        "typical_volume": 20871194.35,
        "trend": 38.574673,
        "fair_value": 38.307067,
        "relative_strength": -6.353578,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.08534,
        "energy": 26.385321,
        "activity_lines": [
          44.8,
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      },
      {
        "date": "2026-08-14",
        "close": 43.849998,
        "volume": 33624178,
        "typical_volume": 22171608.0,
        "trend": 38.962236,
        "fair_value": 38.288757,
        "relative_strength": -13.281881,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.497897,
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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."
    }
  }
}