{
  "ticker": {
    "uuid": "18c0d84a-c756-48dc-bd90-df537e7426be",
    "symbol": "TUG",
    "name": "STF TACTICAL GROWTH ETF",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 54.96,
    "architecture_energy": 31.204,
    "architecture_maturity": 65.482,
    "architecture_confidence": 88.226,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 29.75,
        "rotation_up": 33.68,
        "upward_expansion": 58.98,
        "deceleration": 88.07,
        "rotation_down": 27.34,
        "downward_expansion": 20.31
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      "activity_lines": [
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 47.005,
    "trend_reference": 42.479904,
    "distance_from_trend": 0.106523,
    "trend_direction": "Improving",
    "fair_value": 34.003401,
    "distance_from_fair_value": 0.382362,
    "fair_value_direction": "Weakening",
    "relative_strength": 0.851326,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.197958,
    "excess_performance": 0.010504,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.106523,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.051935,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.382362,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.024758,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.008513,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.017053,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.197958,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.240756,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 12062,
      "relative_activity": 0.361764,
      "balance": 4.240756,
      "dry_up": 0.313657,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.037916,
      "annualized_volatility": 0.205081,
      "from_high_reference": -0.020491,
      "from_low_reference": 0.309919
    },
    "levels": {
      "trend_reference": 42.479904,
      "fair_value_reference": 34.003401,
      "structural_low": 35.93,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 5,
        "median_return": 0.043322,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.003762,
        "regime_survival": 0.6,
        "best_return": 0.081423,
        "worst_return": -0.027078,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.074176,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.001726,
        "regime_survival": 0.333333,
        "best_return": 0.108613,
        "worst_return": 0.019496,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.029584,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.025246,
        "regime_survival": 0.5,
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        "worst_return": -0.037181,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
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        "directional_follow_through": 1.0,
        "median_excess_return": -0.047503,
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        "worst_return": 0.055586,
        "sufficient": false
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    ],
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-11-08",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-02-28",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.026885,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-04-11",
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        "return": -0.049463,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-23",
        "tenure": "Developing",
        "return": 0.142224,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "balance",
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        "active": false
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        "return": 0.0,
        "active": false
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      {
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        "relative_strength": -0.853962,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 92.687083,
        "energy": 96.919356,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 45.419357,
        "volume": 9381,
        "typical_volume": 30653.0,
        "trend": 39.948757,
        "fair_value": 32.443069,
        "relative_strength": -0.600407,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.474736,
        "energy": 94.517807,
        "activity_lines": [
          44.350698,
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          40.733026,
          40.339207
        ]
      },
      {
        "date": "2026-05-22",
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        "volume": 2758,
        "typical_volume": 30415.65,
        "trend": 40.155399,
        "fair_value": 32.576892,
        "relative_strength": -0.722195,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.890429,
        "energy": 93.204159,
        "activity_lines": [
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          40.723278
        ]
      },
      {
        "date": "2026-05-29",
        "close": 47.35233,
        "volume": 13688,
        "typical_volume": 28555.65,
        "trend": 40.382626,
        "fair_value": 32.71834,
        "relative_strength": -0.435346,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.660327,
        "energy": 95.24509,
        "activity_lines": [
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          41.945195,
          41.187596
        ]
      },
      {
        "date": "2026-06-05",
        "close": 45.179361,
        "volume": 33463,
        "typical_volume": 29867.35,
        "trend": 40.5792,
        "fair_value": 32.846099,
        "relative_strength": -0.500938,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.89064,
        "energy": 80.452016,
        "activity_lines": [
          45.953983,
          44.786477,
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        ]
      },
      {
        "date": "2026-06-12",
        "close": 46.225746,
        "volume": 225484,
        "typical_volume": 39961.85,
        "trend": 40.813356,
        "fair_value": 32.977094,
        "relative_strength": -0.475766,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.463623,
        "energy": 66.897843,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 47.518627,
        "volume": 12517,
        "typical_volume": 38052.05,
        "trend": 41.130023,
        "fair_value": 33.118007,
        "relative_strength": -0.335921,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.644733,
        "energy": 69.995876,
        "activity_lines": [
          46.576047,
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        ]
      },
      {
        "date": "2026-06-26",
        "close": 45.5864,
        "volume": 17849,
        "typical_volume": 38156.8,
        "trend": 41.320933,
        "fair_value": 33.244688,
        "relative_strength": 0.130879,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.568236,
        "energy": 58.765259,
        "activity_lines": [
          46.292987,
          46.00283,
          43.82265,
          42.581462
        ]
      },
      {
        "date": "2026-07-03",
        "close": 45.8,
        "volume": 6127,
        "typical_volume": 36962.45,
        "trend": 41.506493,
        "fair_value": 33.373564,
        "relative_strength": -0.23765,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.292768,
        "energy": 54.147322,
        "activity_lines": [
          46.102156,
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          42.870434
        ]
      },
      {
        "date": "2026-07-10",
        "close": 46.84,
        "volume": 8675,
        "typical_volume": 33583.5,
        "trend": 41.749601,
        "fair_value": 33.505633,
        "relative_strength": 0.21853,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.51029,
        "energy": 55.643985,
        "activity_lines": [
          46.36148,
          46.265197,
          44.609884,
          43.214532
        ]
      },
      {
        "date": "2026-07-17",
        "close": 45.2899,
        "volume": 4879,
        "typical_volume": 33015.75,
        "trend": 41.935277,
        "fair_value": 33.628553,
        "relative_strength": 1.092849,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.123259,
        "energy": 40.351089,
        "activity_lines": [
          45.993395,
          46.11276,
          44.85169,
          43.442938
        ]
      },
      {
        "date": "2026-07-24",
        "close": 44.5509,
        "volume": 5367,
        "typical_volume": 32408.75,
        "trend": 42.078324,
        "fair_value": 33.745061,
        "relative_strength": 1.042382,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 42.89225,
        "energy": 31.685828,
        "activity_lines": [
          45.441367,
          45.82904,
          44.993393,
          43.611688
        ]
      },
      {
        "date": "2026-07-31",
        "close": 45.0345,
        "volume": 19524,
        "typical_volume": 32847.75,
        "trend": 42.26004,
        "fair_value": 33.867302,
        "relative_strength": 1.558093,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.25966,
        "energy": 25.416298,
        "activity_lines": [
          45.248387,
          45.649038,
          45.152307,
          43.802409
        ]
      },
      {
        "date": "2026-08-07",
        "close": 47.005,
        "volume": 12062,
        "typical_volume": 33342.15,
        "trend": 42.479904,
        "fair_value": 34.003401,
        "relative_strength": 0.851326,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 54.959732,
        "energy": 31.204162,
        "activity_lines": [
          45.749033,
          45.843079,
          45.466073,
          44.108535
        ]
      }
    ],
    "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."
    }
  }
}