{
  "ticker": {
    "uuid": "b0f768ec-1662-40c8-a744-5dc967b55f70",
    "symbol": "6163",
    "name": "HwaCom Systems 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": 85.268,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.621,
    "architecture_energy": 67.996,
    "architecture_maturity": 28.776,
    "architecture_confidence": 94.681,
    "architecture_tenure": "Developing",
    "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": 12.74,
        "rotation_up": 17.57,
        "upward_expansion": 14.75,
        "deceleration": 41.0,
        "rotation_down": 63.8,
        "downward_expansion": 88.08
      },
      "activity_lines": [
        40.876667,
        42.653636,
        47.085953,
        50.139893
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 42.549999,
    "trend_reference": 53.84,
    "distance_from_trend": -0.209695,
    "trend_direction": "Improving",
    "fair_value": 28.885513,
    "distance_from_fair_value": 0.473057,
    "fair_value_direction": "Weakening",
    "relative_strength": -29.734531,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.191065,
    "excess_performance": -0.632437,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.209695,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.006386,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.473057,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.580711,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.297345,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.32392,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.191065,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.729712,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5694552,
      "relative_activity": 0.31738,
      "balance": 0.729712,
      "dry_up": 0.39513,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.129169,
      "annualized_volatility": 0.440696,
      "from_high_reference": -0.444517,
      "from_low_reference": 1.01182
    },
    "levels": {
      "trend_reference": 53.84,
      "fair_value_reference": 28.885513,
      "structural_low": 35.049999,
      "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": 18,
        "median_return": -0.007381,
        "positive_rate": 0.388889,
        "directional_follow_through": 0.611111,
        "median_excess_return": 0.006349,
        "regime_survival": 0.777778,
        "best_return": 0.115727,
        "worst_return": -0.149718,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
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        "positive_rate": 0.714286,
        "directional_follow_through": 0.285714,
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        "regime_survival": 0.428571,
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        "worst_return": -0.181208,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.089332,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.030341,
        "regime_survival": 0.0,
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        "worst_return": -0.12508,
        "sufficient": false
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      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
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        "worst_return": 0.134262,
        "sufficient": false
      }
    ],
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      {
        "regime": "deceleration",
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      {
        "regime": "balance",
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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": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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      {
        "regime": "balance",
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        "date": "2026-04-24",
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        "date": "2026-05-22",
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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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      },
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        "date": "2026-06-19",
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      },
      {
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      },
      {
        "date": "2026-07-10",
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        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "relative_strength": -28.614898,
        "stage": 4,
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        "modifier": "Early contraction",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 24792009.8,
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        "fair_value": 28.452354,
        "relative_strength": -28.992685,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.802992,
        "energy": 80.374296,
        "activity_lines": [
          43.26,
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          50.725238,
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      },
      {
        "date": "2026-07-31",
        "close": 38.5,
        "volume": 6658814,
        "typical_volume": 24436707.1,
        "trend": 54.9,
        "fair_value": 28.581765,
        "relative_strength": -32.468126,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.481842,
        "energy": 84.472245,
        "activity_lines": [
          41.21,
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          49.230476,
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      },
      {
        "date": "2026-08-07",
        "close": 40.650002,
        "volume": 3401875,
        "typical_volume": 22061172.4,
        "trend": 54.411667,
        "fair_value": 28.726177,
        "relative_strength": -30.462952,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.097749,
        "energy": 79.5088,
        "activity_lines": [
          40.470001,
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          50.905161
        ]
      },
      {
        "date": "2026-08-14",
        "close": 42.549999,
        "volume": 5694552,
        "typical_volume": 17942360.65,
        "trend": 53.84,
        "fair_value": 28.885513,
        "relative_strength": -29.734531,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.620914,
        "energy": 67.996357,
        "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."
    }
  }
}