{
  "ticker": {
    "uuid": "957aba1e-ed09-433f-bb71-1e4b0c5fc4f1",
    "symbol": "TRFM",
    "name": "ETF SERIES SOLUTIONS AAM TRANSFORMERS ETF",
    "exchange": "NYSEARCA",
    "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": "SPY",
    "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": 49.633,
    "architecture_energy": 25.402,
    "architecture_maturity": 67.422,
    "architecture_confidence": 89.575,
    "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": 32.23,
        "rotation_up": 32.62,
        "upward_expansion": 60.37,
        "deceleration": 85.39,
        "rotation_down": 27.9,
        "downward_expansion": 19.37
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      "activity_lines": [
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 61.1832,
    "trend_reference": 54.131287,
    "distance_from_trend": 0.130274,
    "trend_direction": "Improving",
    "fair_value": 40.097887,
    "distance_from_fair_value": 0.525846,
    "fair_value_direction": "Weakening",
    "relative_strength": 6.449521,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.25193,
    "excess_performance": 0.126305,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.130274,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.076947,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.525846,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.00498,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.064495,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.022585,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.25193,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.985755,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 122309,
      "relative_activity": 0.812856,
      "balance": 0.985755,
      "dry_up": 1.242976,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.057313,
      "annualized_volatility": 0.238668,
      "from_high_reference": -0.051423,
      "from_low_reference": 0.418029
    },
    "levels": {
      "trend_reference": 54.131287,
      "fair_value_reference": 40.097887,
      "structural_low": 44.18,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
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    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 4,
        "median_return": 0.037518,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.013816,
        "regime_survival": 0.25,
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        "worst_return": 0.016164,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.0,
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        "worst_return": -0.179885,
        "sufficient": false
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      {
        "horizon": "Extended",
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        "median_return": 0.110193,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.053712,
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        "worst_return": 0.094878,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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        "worst_return": 0.088191,
        "sufficient": false
      }
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        "regime": "upward_expansion",
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        "start": "2024-10-11",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-01-24",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-23",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
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        "regime": "upward_expansion",
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        "regime": "deceleration",
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        "active": false
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        "regime": "balance",
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          54.824711,
          52.135614,
          51.093851
        ]
      },
      {
        "date": "2026-05-29",
        "close": 60.8,
        "volume": 112204,
        "typical_volume": 122146.2,
        "trend": 50.263642,
        "fair_value": 38.113347,
        "relative_strength": 11.357352,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 86.706792,
        "energy": 92.846957,
        "activity_lines": [
          58.5018,
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          53.083793,
          51.795065
        ]
      },
      {
        "date": "2026-06-05",
        "close": 57.92,
        "volume": 209132,
        "typical_volume": 128442.6,
        "trend": 50.566213,
        "fair_value": 38.307895,
        "relative_strength": 8.538348,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.765117,
        "energy": 65.934892,
        "activity_lines": [
          58.590667,
          57.041085,
          53.706639,
          52.289024
        ]
      },
      {
        "date": "2026-06-12",
        "close": 59.7483,
        "volume": 127898,
        "typical_volume": 130389.4,
        "trend": 50.984831,
        "fair_value": 38.506552,
        "relative_strength": 10.96648,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.570345,
        "energy": 64.252568,
        "activity_lines": [
          59.0921,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 62.48,
        "volume": 93233,
        "typical_volume": 128969.8,
        "trend": 51.572176,
        "fair_value": 38.730506,
        "relative_strength": 14.534779,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.76709,
        "energy": 69.277536,
        "activity_lines": [
          60.347547,
          58.962067,
          55.443196,
          53.62304
        ]
      },
      {
        "date": "2026-06-26",
        "close": 60.2179,
        "volume": 135065,
        "typical_volume": 130499.05,
        "trend": 51.990334,
        "fair_value": 38.933293,
        "relative_strength": 12.709074,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.061967,
        "energy": 59.460277,
        "activity_lines": [
          60.459627,
          59.424289,
          56.139488,
          54.180829
        ]
      },
      {
        "date": "2026-07-03",
        "close": 61.03,
        "volume": 111226,
        "typical_volume": 131201.75,
        "trend": 52.402426,
        "fair_value": 39.143546,
        "relative_strength": 11.459693,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.210084,
        "energy": 59.014358,
        "activity_lines": [
          60.725213,
          59.916113,
          56.859091,
          54.764033
        ]
      },
      {
        "date": "2026-07-10",
        "close": 61.12,
        "volume": 159820,
        "typical_volume": 132464.85,
        "trend": 52.840811,
        "fair_value": 39.345002,
        "relative_strength": 9.785808,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.229365,
        "energy": 56.818964,
        "activity_lines": [
          61.005467,
          60.307691,
          57.53136,
          55.326457
        ]
      },
      {
        "date": "2026-07-17",
        "close": 57.84,
        "volume": 158358,
        "typical_volume": 134379.55,
        "trend": 53.166411,
        "fair_value": 39.527076,
        "relative_strength": 5.334731,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 49.81787,
        "energy": 40.621096,
        "activity_lines": [
          59.979053,
          59.991033,
          57.836773,
          55.648985
        ]
      },
      {
        "date": "2026-07-24",
        "close": 57.01,
        "volume": 346983,
        "typical_volume": 145488.75,
        "trend": 53.451953,
        "fair_value": 39.699321,
        "relative_strength": 4.25014,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 43.091781,
        "energy": 29.560067,
        "activity_lines": [
          58.803193,
          59.515465,
          58.022042,
          55.896959
        ]
      },
      {
        "date": "2026-07-31",
        "close": 57.7868,
        "volume": 120463,
        "typical_volume": 148121.05,
        "trend": 53.76118,
        "fair_value": 39.88458,
        "relative_strength": 4.328181,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.608376,
        "energy": 21.78517,
        "activity_lines": [
          58.250933,
          59.174407,
          58.235626,
          56.176626
        ]
      },
      {
        "date": "2026-08-07",
        "close": 61.1832,
        "volume": 122309,
        "typical_volume": 150468.15,
        "trend": 54.131287,
        "fair_value": 40.097887,
        "relative_strength": 6.449521,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 49.63291,
        "energy": 25.402029,
        "activity_lines": [
          58.99288,
          59.463116,
          58.722025,
          56.655466
        ]
      }
    ],
    "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."
    }
  }
}