{
  "ticker": {
    "uuid": "1da374eb-8f55-4223-a7c9-84b9872fbad5",
    "symbol": "XLCS",
    "name": "Invesco Communications S&P US Select Sector UCITS ETF USD Acc",
    "exchange": "MIL",
    "country": "IT",
    "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": "FTSEMIB.MI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 67.494,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -58.071,
    "architecture_energy": 41.513,
    "architecture_maturity": 17.045,
    "architecture_confidence": 89.436,
    "architecture_tenure": "New",
    "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": 26.38,
        "rotation_up": 16.56,
        "upward_expansion": 4.97,
        "deceleration": 55.53,
        "rotation_down": 58.37,
        "downward_expansion": 78.3
      },
      "activity_lines": [
        81.991333,
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        83.692953,
        84.26
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 83.010002,
    "trend_reference": 84.681,
    "distance_from_trend": -0.019733,
    "trend_direction": "Weakening",
    "fair_value": 74.195096,
    "distance_from_fair_value": 0.118807,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.858542,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.006225,
    "excess_performance": -0.177117,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.019733,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.008613,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.118807,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.102551,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.168585,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.070476,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.006225,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.59296,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6263,
      "relative_activity": 1.013988,
      "balance": 0.59296,
      "dry_up": 1.230329,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.030015,
      "annualized_volatility": 0.143416,
      "from_high_reference": -0.165351,
      "from_low_reference": 0.048238
    },
    "levels": {
      "trend_reference": 84.681,
      "fair_value_reference": 74.195096,
      "structural_low": 79.190002,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.000694,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.005478,
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        "best_return": 0.08165,
        "worst_return": -0.097238,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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          85.400095,
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 87.199997,
        "volume": 3720,
        "typical_volume": 10404.55,
        "trend": 85.672167,
        "fair_value": 71.076218,
        "relative_strength": -7.966181,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 28.648045,
        "energy": 43.415117,
        "activity_lines": [
          86.906666,
          86.196545,
          85.604619,
          85.472312
        ]
      },
      {
        "date": "2026-05-08",
        "close": 87.129997,
        "volume": 7897,
        "typical_volume": 10684.8,
        "trend": 85.715833,
        "fair_value": 71.33859,
        "relative_strength": -9.81095,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 29.575531,
        "energy": 48.062128,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 87.620003,
        "volume": 8301,
        "typical_volume": 11026.45,
        "trend": 85.781833,
        "fair_value": 71.594134,
        "relative_strength": -8.788681,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 34.16195,
        "energy": 47.606191,
        "activity_lines": [
          87.336666,
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      },
      {
        "date": "2026-05-22",
        "close": 87.610001,
        "volume": 21059,
        "typical_volume": 11963.8,
        "trend": 85.387,
        "fair_value": 71.850609,
        "relative_strength": -9.308508,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 59.59862,
        "energy": 50.830125,
        "activity_lines": [
          87.414667,
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          86.209428,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 86.690002,
        "volume": 3156,
        "typical_volume": 11275.5,
        "trend": 85.416667,
        "fair_value": 72.09266,
        "relative_strength": -10.966522,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.105085,
        "energy": 32.37616,
        "activity_lines": [
          87.214001,
          86.985637,
          86.308524,
          85.891226
        ]
      },
      {
        "date": "2026-06-05",
        "close": 84.339996,
        "volume": 169,
        "typical_volume": 10974.7,
        "trend": 85.452666,
        "fair_value": 72.318654,
        "relative_strength": -12.840564,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 18.988861,
        "energy": 10.113272,
        "activity_lines": [
          86.244,
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          85.821763
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      },
      {
        "date": "2026-06-12",
        "close": 83.540001,
        "volume": 1578,
        "typical_volume": 10377.2,
        "trend": 85.443333,
        "fair_value": 72.53641,
        "relative_strength": -15.996023,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -14.008345,
        "energy": 18.687722,
        "activity_lines": [
          85.198,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 83.120003,
        "volume": 103,
        "typical_volume": 9419.05,
        "trend": 85.396,
        "fair_value": 72.755673,
        "relative_strength": -18.165038,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -31.003811,
        "energy": 39.221485,
        "activity_lines": [
          84.251334,
          85.460364,
          85.728095,
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        ]
      },
      {
        "date": "2026-06-26",
        "close": 81.540001,
        "volume": 1560,
        "typical_volume": 8226.6,
        "trend": 85.223,
        "fair_value": 72.965224,
        "relative_strength": -16.832044,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.750684,
        "energy": 64.410039,
        "activity_lines": [
          83.078001,
          84.609819,
          85.343857,
          85.299699
        ]
      },
      {
        "date": "2026-07-03",
        "close": 82.440002,
        "volume": 1046,
        "typical_volume": 5955.75,
        "trend": 85.076,
        "fair_value": 73.174038,
        "relative_strength": -17.96247,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.743424,
        "energy": 68.691765,
        "activity_lines": [
          82.609335,
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          85.05481,
          85.120151
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      },
      {
        "date": "2026-07-10",
        "close": 84.080002,
        "volume": 15081,
        "typical_volume": 6403.7,
        "trend": 85.076333,
        "fair_value": 73.394583,
        "relative_strength": -15.63952,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -63.347569,
        "energy": 70.027987,
        "activity_lines": [
          82.970669,
          83.851274,
          84.922524,
          85.055893
        ]
      },
      {
        "date": "2026-07-17",
        "close": 82.760002,
        "volume": 990,
        "typical_volume": 6211.35,
        "trend": 85.006667,
        "fair_value": 73.610801,
        "relative_strength": -15.430404,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.343665,
        "energy": 60.612859,
        "activity_lines": [
          82.909335,
          83.478365,
          84.664048,
          84.906452
        ]
      },
      {
        "date": "2026-07-24",
        "close": 81.379997,
        "volume": 9129,
        "typical_volume": 6598.8,
        "trend": 84.901667,
        "fair_value": 73.802083,
        "relative_strength": -16.331146,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.338796,
        "energy": 49.591015,
        "activity_lines": [
          82.44,
          82.934001,
          84.288524,
          84.672473
        ]
      },
      {
        "date": "2026-07-31",
        "close": 80.269997,
        "volume": 14015,
        "typical_volume": 6147.2,
        "trend": 84.771667,
        "fair_value": 73.989647,
        "relative_strength": -17.607177,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.819997,
        "energy": 51.205755,
        "activity_lines": [
          81.716666,
          82.301273,
          83.843381,
          84.373656
        ]
      },
      {
        "date": "2026-08-07",
        "close": 83.010002,
        "volume": 6263,
        "typical_volume": 6176.6,
        "trend": 84.681,
        "fair_value": 74.195096,
        "relative_strength": -16.858542,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.07126,
        "energy": 41.51271,
        "activity_lines": [
          81.991333,
          82.300182,
          83.692953,
          84.26
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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."
    }
  }
}