{
  "ticker": {
    "uuid": "9967b624-30ed-4f55-8afc-1fb7b2d4c3a5",
    "symbol": "SKO",
    "name": "Serko Limited",
    "exchange": "NZE",
    "country": "NZ",
    "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": "2026-08-07",
    "benchmark": "^NZ50",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -34.124,
    "architecture_energy": 32.386,
    "architecture_maturity": 99.344,
    "architecture_confidence": 62.877,
    "architecture_tenure": "Established",
    "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": 32.82,
        "rotation_up": 29.01,
        "upward_expansion": 18.11,
        "deceleration": 64.12,
        "rotation_down": 41.83,
        "downward_expansion": 68.11
      },
      "activity_lines": [
        1.5,
        1.486818,
        1.531405,
        1.621194
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 1.69,
    "trend_reference": 1.837333,
    "distance_from_trend": -0.080189,
    "trend_direction": "Weakening",
    "fair_value": 3.148269,
    "distance_from_fair_value": -0.463197,
    "fair_value_direction": "Improving",
    "relative_strength": -26.386475,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.357414,
    "excess_performance": -0.385688,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.080189,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.191848,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.463197,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.058557,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.263865,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.121179,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.357414,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.228545,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 286141,
      "relative_activity": 0.800843,
      "balance": 1.228545,
      "dry_up": 1.513147,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.082157,
      "annualized_volatility": 0.60329,
      "from_high_reference": -0.484756,
      "from_low_reference": 0.330709
    },
    "levels": {
      "trend_reference": 1.837333,
      "fair_value_reference": 3.148269,
      "structural_low": 1.27,
      "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": 37,
        "median_return": -0.04,
        "positive_rate": 0.324324,
        "directional_follow_through": 0.675676,
        "median_excess_return": -0.048451,
        "regime_survival": 0.864865,
        "best_return": 0.560976,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.150794,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.142531,
        "regime_survival": 0.769231,
        "best_return": 0.569038,
        "worst_return": -0.321429,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.241645,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.270733,
        "regime_survival": 0.714286,
        "best_return": 0.666667,
        "worst_return": -0.471429,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.225381,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.248577,
        "regime_survival": 0.5,
        "best_return": 0.8,
        "worst_return": -0.678571,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
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        "start": "2024-11-08",
        "end": "2024-11-22",
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        "return": -0.017588,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-29",
        "end": "2025-01-31",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-03-21",
        "tenure": "Developing",
        "return": 0.09375,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": -0.014837,
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      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-23",
        "end": "2025-10-17",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
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      {
        "regime": "balance",
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        "return": 0.0,
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      {
        "regime": "upward_expansion",
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        "fair_value": 3.329199,
        "relative_strength": -38.244906,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 64.250013,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "energy": 64.393576,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 363503.2,
        "trend": 2.2735,
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      },
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        "date": "2026-06-05",
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        "relative_strength": -38.246045,
        "stage": 4,
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      },
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      },
      {
        "date": "2026-06-26",
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        "trend": 2.141333,
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        "stage": 4,
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        "energy": 61.022088,
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          1.837516
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      },
      {
        "date": "2026-07-03",
        "close": 1.45,
        "volume": 76799,
        "typical_volume": 331972.3,
        "trend": 2.097,
        "fair_value": 3.228269,
        "relative_strength": -39.944829,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.397774,
        "energy": 63.686695,
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      },
      {
        "date": "2026-07-10",
        "close": 1.45,
        "volume": 108605,
        "typical_volume": 319574.3,
        "trend": 2.047,
        "fair_value": 3.212564,
        "relative_strength": -39.873745,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.180308,
        "energy": 66.594688,
        "activity_lines": [
          1.490667,
          1.529909,
          1.591881,
          1.751172
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      },
      {
        "date": "2026-07-17",
        "close": 1.36,
        "volume": 159810,
        "typical_volume": 288232.85,
        "trend": 1.994,
        "fair_value": 3.195385,
        "relative_strength": -42.414748,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -80.338332,
        "energy": 78.872492,
        "activity_lines": [
          1.437667,
          1.495455,
          1.562595,
          1.706849
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.32,
        "volume": 1344795,
        "typical_volume": 348558.8,
        "trend": 1.937667,
        "fair_value": 3.178333,
        "relative_strength": -43.627158,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -78.474618,
        "energy": 78.837077,
        "activity_lines": [
          1.385333,
          1.457909,
          1.532643,
          1.663366
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.48,
        "volume": 371842,
        "typical_volume": 357766.05,
        "trend": 1.886,
        "fair_value": 3.162756,
        "relative_strength": -35.625076,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.974161,
        "energy": 58.506128,
        "activity_lines": [
          1.407333,
          1.451818,
          1.520738,
          1.633839
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.69,
        "volume": 286141,
        "typical_volume": 357299.8,
        "trend": 1.837333,
        "fair_value": 3.148269,
        "relative_strength": -26.386475,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.124437,
        "energy": 32.38556,
        "activity_lines": [
          1.5,
          1.486818,
          1.531405,
          1.621194
        ]
      }
    ],
    "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."
    }
  }
}