{
  "ticker": {
    "uuid": "c6b009a5-4c07-4a95-b8ac-0013ab2c9b25",
    "symbol": "ISPY",
    "name": "L&G Cyber Security UCITS ETF",
    "exchange": "EBS",
    "country": "CH",
    "assetType": "etf"
  },
  "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": "^SSMI",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 84.473,
    "architecture_energy": 70.65,
    "architecture_maturity": 88.616,
    "architecture_confidence": 86.231,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 8.74,
        "rotation_up": 59.54,
        "upward_expansion": 85.33,
        "deceleration": 68.65,
        "rotation_down": 28.27,
        "downward_expansion": 12.0
      },
      "activity_lines": [
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        30.763495
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 37.665001,
    "trend_reference": 28.063333,
    "distance_from_trend": 0.342143,
    "trend_direction": "Improving",
    "fair_value": 23.874295,
    "distance_from_fair_value": 0.577638,
    "fair_value_direction": "Improving",
    "relative_strength": 26.42392,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.653787,
    "excess_performance": 0.550919,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.342143,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.123627,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.577638,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.376523,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.264239,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.215085,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.653787,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.083688,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 1.871208,
      "balance": 3.083688,
      "dry_up": 1.417317,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.050077,
      "annualized_volatility": 0.327586,
      "from_high_reference": -0.021688,
      "from_low_reference": 0.797852
    },
    "levels": {
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      "fair_value_reference": 23.874295,
      "structural_low": 20.950001,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 25,
        "median_return": -0.004637,
        "positive_rate": 0.48,
        "directional_follow_through": 0.48,
        "median_excess_return": -0.008466,
        "regime_survival": 0.72,
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        "worst_return": -0.161993,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "worst_return": -0.176183,
        "sufficient": true
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      {
        "horizon": "Extended",
        "sample_count": 5,
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        "horizon": "Full cycle",
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        "sufficient": false
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        "fair_value": 22.496205,
        "relative_strength": -1.260953,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 30.574872,
        "energy": 25.762938,
        "activity_lines": [
          24.627667,
          24.163909,
          23.755595,
          24.004699
        ]
      },
      {
        "date": "2026-05-08",
        "close": 27.105,
        "volume": 33151,
        "typical_volume": 43412.2,
        "trend": 24.457333,
        "fair_value": 22.566519,
        "relative_strength": 4.915375,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 45.717165,
        "energy": 59.5897,
        "activity_lines": [
          25.555,
          24.781909,
          24.068357,
          24.17729
        ]
      },
      {
        "date": "2026-05-15",
        "close": 28.645,
        "volume": 66171,
        "typical_volume": 45612.95,
        "trend": 24.5555,
        "fair_value": 22.643269,
        "relative_strength": 9.694886,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 61.290303,
        "energy": 78.028768,
        "activity_lines": [
          26.795,
          25.603455,
          24.519548,
          24.447462
        ]
      },
      {
        "date": "2026-05-22",
        "close": 31.01,
        "volume": 43545,
        "typical_volume": 47477.4,
        "trend": 24.764167,
        "fair_value": 22.730692,
        "relative_strength": 16.006279,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 95.789083,
        "energy": 97.605132,
        "activity_lines": [
          28.440333,
          26.721818,
          25.177595,
          24.863882
        ]
      },
      {
        "date": "2026-05-29",
        "close": 32.105,
        "volume": 29463,
        "typical_volume": 48039.6,
        "trend": 24.975667,
        "fair_value": 22.823391,
        "relative_strength": 19.363119,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 93.709195,
        "energy": 97.450649,
        "activity_lines": [
          30.016667,
          27.895364,
          25.909571,
          25.337484
        ]
      },
      {
        "date": "2026-06-05",
        "close": 33.32,
        "volume": 10138,
        "typical_volume": 44115.9,
        "trend": 25.213833,
        "fair_value": 22.919801,
        "relative_strength": 24.789471,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 92.225741,
        "energy": 97.125495,
        "activity_lines": [
          31.496333,
          29.141546,
          26.721548,
          25.875828
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      },
      {
        "date": "2026-06-12",
        "close": 31.705,
        "volume": 3261,
        "typical_volume": 42807.35,
        "trend": 25.411667,
        "fair_value": 23.007103,
        "relative_strength": 15.763193,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.553739,
        "energy": 88.806727,
        "activity_lines": [
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          26.294613
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      },
      {
        "date": "2026-06-19",
        "close": 31.945,
        "volume": 2364,
        "typical_volume": 40246.25,
        "trend": 25.6265,
        "fair_value": 23.089699,
        "relative_strength": 15.808097,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.155921,
        "energy": 88.01725,
        "activity_lines": [
          32.115,
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          27.941214,
          26.716118
        ]
      },
      {
        "date": "2026-06-26",
        "close": 33.389999,
        "volume": 1574,
        "typical_volume": 38462.1,
        "trend": 25.915333,
        "fair_value": 23.188494,
        "relative_strength": 17.428824,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.288173,
        "energy": 87.833905,
        "activity_lines": [
          32.572666,
          31.409454,
          28.642881,
          27.216989
        ]
      },
      {
        "date": "2026-07-03",
        "close": 35.619999,
        "volume": 3155,
        "typical_volume": 34598.6,
        "trend": 26.249167,
        "fair_value": 23.297917,
        "relative_strength": 22.73495,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.645939,
        "energy": 75.291384,
        "activity_lines": [
          33.614999,
          32.443181,
          29.506381,
          27.843097
        ]
      },
      {
        "date": "2026-07-10",
        "close": 37.404999,
        "volume": 30357,
        "typical_volume": 32045.4,
        "trend": 26.622333,
        "fair_value": 23.422628,
        "relative_strength": 30.00601,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 92.549564,
        "energy": 92.490075,
        "activity_lines": [
          35.017999,
          33.600727,
          30.474071,
          28.562828
        ]
      },
      {
        "date": "2026-07-17",
        "close": 35.919998,
        "volume": 24268,
        "typical_volume": 29020.9,
        "trend": 26.973833,
        "fair_value": 23.538115,
        "relative_strength": 23.423332,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.259575,
        "energy": 84.824713,
        "activity_lines": [
          35.653665,
          34.272545,
          31.231642,
          29.162677
        ]
      },
      {
        "date": "2026-07-24",
        "close": 34.435001,
        "volume": 56031,
        "typical_volume": 27413.1,
        "trend": 27.2955,
        "fair_value": 23.642814,
        "relative_strength": 18.128111,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.992144,
        "energy": 71.038651,
        "activity_lines": [
          35.513333,
          34.51409,
          31.785785,
          29.644043
        ]
      },
      {
        "date": "2026-07-31",
        "close": 34.610001,
        "volume": 20999,
        "typical_volume": 27038.05,
        "trend": 27.628,
        "fair_value": 23.748686,
        "relative_strength": 18.263807,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.372959,
        "energy": 66.394089,
        "activity_lines": [
          35.265333,
          34.682182,
          32.294143,
          30.115946
        ]
      },
      {
        "date": "2026-08-07",
        "close": 37.665001,
        "volume": 49907,
        "typical_volume": 26671.0,
        "trend": 28.063333,
        "fair_value": 23.874295,
        "relative_strength": 26.42392,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.472521,
        "energy": 70.650473,
        "activity_lines": [
          35.954334,
          35.340273,
          33.038619,
          30.763495
        ]
      }
    ],
    "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."
    }
  }
}