{
  "ticker": {
    "uuid": "04e4af4f-257f-4bd1-abd4-0c9ae3375a54",
    "symbol": "5465",
    "name": "Loyalty Founder Enterprise 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 74.413,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -46.122,
    "architecture_energy": 35.693,
    "architecture_maturity": 88.311,
    "architecture_confidence": 91.589,
    "architecture_tenure": "Extended",
    "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": 20.72,
        "rotation_up": 20.9,
        "upward_expansion": 6.57,
        "deceleration": 52.65,
        "rotation_down": 56.15,
        "downward_expansion": 79.91
      },
      "activity_lines": [
        22.653334,
        22.846519,
        23.449307,
        23.980368
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 24.700001,
    "trend_reference": 24.980967,
    "distance_from_trend": -0.011247,
    "trend_direction": "Weakening",
    "fair_value": 32.989386,
    "distance_from_fair_value": -0.251274,
    "fair_value_direction": "Improving",
    "relative_strength": -37.490878,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.120228,
    "excess_performance": -0.5616,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.011247,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.054789,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.251274,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.072608,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.374909,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.127446,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.120228,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.180466,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 849015,
      "relative_activity": 1.245243,
      "balance": 1.180466,
      "dry_up": 0.644364,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.069116,
      "annualized_volatility": 0.287324,
      "from_high_reference": -0.414808,
      "from_low_reference": 0.1875
    },
    "levels": {
      "trend_reference": 24.980967,
      "fair_value_reference": 32.989386,
      "structural_low": 20.799999,
      "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": 0.005174,
        "positive_rate": 0.541667,
        "directional_follow_through": 0.458333,
        "median_excess_return": -0.052277,
        "regime_survival": 0.791667,
        "best_return": 0.140556,
        "worst_return": -0.116451,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.007663,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
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        "regime_survival": 0.6,
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        "worst_return": -0.208259,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.107609,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.281029,
        "regime_survival": 0.5,
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        "worst_return": -0.260745,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
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        "regime_survival": 0.333333,
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        "worst_return": -0.24739,
        "sufficient": false
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        "color": "red",
        "start": "2024-05-03",
        "end": "2024-10-25",
        "tenure": "Established",
        "return": -0.10428,
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      },
      {
        "regime": "balance",
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      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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        "active": false
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        "active": false
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        "stage": 4,
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      },
      {
        "date": "2026-07-24",
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        "volume": 267010,
        "typical_volume": 723021.65,
        "trend": 25.542707,
        "fair_value": 33.378977,
        "relative_strength": -46.462231,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.93499,
        "energy": 74.165147,
        "activity_lines": [
          22.593609,
          23.403619,
          23.844576,
          24.50553
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      },
      {
        "date": "2026-07-31",
        "close": 21.6,
        "volume": 333300,
        "typical_volume": 701370.6,
        "trend": 25.328445,
        "fair_value": 33.230865,
        "relative_strength": -44.691993,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.694745,
        "energy": 77.109579,
        "activity_lines": [
          22.131563,
          22.983094,
          23.595805,
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      },
      {
        "date": "2026-08-07",
        "close": 21.549999,
        "volume": 308001,
        "typical_volume": 667655.85,
        "trend": 25.118861,
        "fair_value": 33.090533,
        "relative_strength": -44.761591,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.002636,
        "energy": 77.378421,
        "activity_lines": [
          21.783172,
          22.598537,
          23.364044,
          24.007391
        ]
      },
      {
        "date": "2026-08-14",
        "close": 24.700001,
        "volume": 849015,
        "typical_volume": 681806.6,
        "trend": 24.980967,
        "fair_value": 32.989386,
        "relative_strength": -37.490878,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.122259,
        "energy": 35.69276,
        "activity_lines": [
          22.653334,
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          23.449307,
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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."
    }
  }
}