{
  "ticker": {
    "uuid": "f9a00411-6097-447d-be17-ae9a1c4c3664",
    "symbol": "LYWAT",
    "name": "Amundi MSCI Water UCITS ETF Dist",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 63.546,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 61.261,
    "architecture_energy": 73.013,
    "architecture_maturity": 16.395,
    "architecture_confidence": 68.396,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 12.36,
        "rotation_up": 78.58,
        "upward_expansion": 64.18,
        "deceleration": 22.84,
        "rotation_down": 16.74,
        "downward_expansion": 22.52
      },
      "activity_lines": [
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        64.277191,
        64.042366
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 67.57,
    "trend_reference": 64.051,
    "distance_from_trend": 0.054941,
    "trend_direction": "Improving",
    "fair_value": 61.087041,
    "distance_from_fair_value": 0.106127,
    "fair_value_direction": "Improving",
    "relative_strength": -4.446474,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.042264,
    "excess_performance": -0.040619,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.054941,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.013068,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.106127,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.074529,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.044465,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.013796,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.042264,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.046864,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1986,
      "relative_activity": 1.383394,
      "balance": 4.046864,
      "dry_up": 2.080837,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.018568,
      "annualized_volatility": 0.140428,
      "from_high_reference": -0.02154,
      "from_low_reference": 0.129933
    },
    "levels": {
      "trend_reference": 64.051,
      "fair_value_reference": 61.087041,
      "structural_low": 59.799999,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.003608,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.001564,
        "regime_survival": 0.444444,
        "best_return": 0.05294,
        "worst_return": -0.03445,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.013641,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.013769,
        "regime_survival": 0.0,
        "best_return": 0.121621,
        "worst_return": -0.008228,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.01732,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.040645,
        "regime_survival": 0.2,
        "best_return": 0.166434,
        "worst_return": -0.094657,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.035211,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.063107,
        "regime_survival": 0.0,
        "best_return": 0.222866,
        "worst_return": -0.033126,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-03-28",
        "tenure": "Established",
        "return": 0.015585,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-04",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.08174,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-06",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.013021,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-18",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": -0.010776,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-26",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.015868,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": 0.015173,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": -0.016073,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-30",
        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.057537,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-27",
        "end": "2026-03-13",
        "tenure": "New",
        "return": -0.052838,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-20",
        "end": "2026-03-27",
        "tenure": "New",
        "return": 0.011148,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": -0.030433,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-22",
        "end": "2026-06-05",
        "tenure": "New",
        "return": 0.011308,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-12",
        "end": "2026-06-26",
        "tenure": "New",
        "return": 0.048843,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.033813,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 387.4,
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        "fair_value": 60.116301,
        "relative_strength": -3.760612,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 35.392247,
        "energy": 27.335058,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 62.080002,
        "volume": 3218,
        "typical_volume": 1489.5,
        "trend": 63.587061,
        "fair_value": 60.178489,
        "relative_strength": -5.826072,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -11.197974,
        "energy": 7.210802,
        "activity_lines": [
          63.495334,
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      },
      {
        "date": "2026-05-15",
        "close": 60.849998,
        "volume": 34,
        "typical_volume": 1486.7,
        "trend": 63.535081,
        "fair_value": 60.234914,
        "relative_strength": -8.34193,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -35.346591,
        "energy": 49.973248,
        "activity_lines": [
          62.446667,
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      },
      {
        "date": "2026-05-22",
        "close": 61.02,
        "volume": 5219,
        "typical_volume": 1697.05,
        "trend": 63.267165,
        "fair_value": 60.298422,
        "relative_strength": -9.81014,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -41.001759,
        "energy": 61.213948,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 60.869999,
        "volume": 1033,
        "typical_volume": 1703.05,
        "trend": 63.224756,
        "fair_value": 60.350668,
        "relative_strength": -10.060061,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.331328,
        "energy": 65.513342,
        "activity_lines": [
          61.256666,
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      },
      {
        "date": "2026-06-05",
        "close": 61.709999,
        "volume": 0,
        "typical_volume": 1605.05,
        "trend": 63.210676,
        "fair_value": 60.404742,
        "relative_strength": -7.570841,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -62.249194,
        "energy": 72.11098,
        "activity_lines": [
          61.257999,
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      },
      {
        "date": "2026-06-12",
        "close": 62.240002,
        "volume": 431,
        "typical_volume": 1514.75,
        "trend": 63.252519,
        "fair_value": 60.45828,
        "relative_strength": -8.720677,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.12756,
        "energy": 60.854705,
        "activity_lines": [
          61.569333,
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      },
      {
        "date": "2026-06-19",
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        "volume": 1763,
        "typical_volume": 1508.5,
        "trend": 63.34383,
        "fair_value": 60.526301,
        "relative_strength": -6.220587,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -21.85517,
        "energy": 16.520079,
        "activity_lines": [
          62.49,
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      },
      {
        "date": "2026-06-26",
        "close": 65.279999,
        "volume": 0,
        "typical_volume": 1455.25,
        "trend": 63.412143,
        "fair_value": 60.599201,
        "relative_strength": -6.943975,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": 23.700818,
        "energy": 29.714579,
        "activity_lines": [
          63.587333,
          62.748363,
          62.951476,
          63.268396
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      },
      {
        "date": "2026-07-03",
        "close": 65.360001,
        "volume": 331,
        "typical_volume": 1459.5,
        "trend": 63.494666,
        "fair_value": 60.67842,
        "relative_strength": -8.197413,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 38.834486,
        "energy": 45.484382,
        "activity_lines": [
          64.427333,
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          63.134047,
          63.394064
        ]
      },
      {
        "date": "2026-07-10",
        "close": 64.129997,
        "volume": 563,
        "typical_volume": 1431.0,
        "trend": 63.560333,
        "fair_value": 60.754872,
        "relative_strength": -8.452842,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 24.944809,
        "energy": 49.077632,
        "activity_lines": [
          64.557999,
          63.505272,
          63.203857,
          63.435053
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      },
      {
        "date": "2026-07-17",
        "close": 65.550003,
        "volume": 3902,
        "typical_volume": 1475.15,
        "trend": 63.686,
        "fair_value": 60.832437,
        "relative_strength": -6.87347,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 39.508516,
        "energy": 67.589081,
        "activity_lines": [
          65.000667,
          64.011818,
          63.421238,
          63.563419
        ]
      },
      {
        "date": "2026-07-24",
        "close": 65.900002,
        "volume": 3466,
        "typical_volume": 1260.7,
        "trend": 63.822,
        "fair_value": 60.909062,
        "relative_strength": -6.015217,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 40.769725,
        "energy": 67.139737,
        "activity_lines": [
          65.339334,
          64.518909,
          63.676143,
          63.706258
        ]
      },
      {
        "date": "2026-07-31",
        "close": 65.400002,
        "volume": 2595,
        "typical_volume": 1387.85,
        "trend": 63.938333,
        "fair_value": 60.989911,
        "relative_strength": -6.545606,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 37.2675,
        "energy": 52.072419,
        "activity_lines": [
          65.391335,
          64.843273,
          63.879238,
          63.808065
        ]
      },
      {
        "date": "2026-08-07",
        "close": 67.57,
        "volume": 1986,
        "typical_volume": 1435.6,
        "trend": 64.051,
        "fair_value": 61.087041,
        "relative_strength": -4.446474,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 61.261388,
        "energy": 73.013069,
        "activity_lines": [
          66.158668,
          65.482546,
          64.277191,
          64.042366
        ]
      }
    ],
    "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."
    }
  }
}