{
  "ticker": {
    "uuid": "26d29711-d690-4ef2-90ed-e745f898f4d3",
    "symbol": "HYD",
    "name": "VANECK HIGH YIELD MUNI ETF",
    "exchange": "CBOE",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 89.672,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "mixed",
    "architecture_direction": -16.408,
    "architecture_energy": 30.961,
    "architecture_maturity": 44.199,
    "architecture_confidence": 70.106,
    "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": 47.81,
        "rotation_up": 16.79,
        "upward_expansion": 18.58,
        "deceleration": 68.77,
        "rotation_down": 59.66,
        "downward_expansion": 38.91
      },
      "activity_lines": [
        50.375747,
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        50.753063,
        50.662676
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 50.48,
    "trend_reference": 50.560356,
    "distance_from_trend": -0.001589,
    "trend_direction": "Improving",
    "fair_value": 48.216654,
    "distance_from_fair_value": 0.046941,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.200474,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.003803,
    "excess_performance": -0.121821,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.001589,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.006075,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.046941,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.017137,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.102005,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.017676,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.003803,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.992936,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4838295,
      "relative_activity": 1.194762,
      "balance": 0.992936,
      "dry_up": 1.192059,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.009609,
      "annualized_volatility": 0.056359,
      "from_high_reference": -0.018497,
      "from_low_reference": 0.065623
    },
    "levels": {
      "trend_reference": 50.560356,
      "fair_value_reference": 48.216654,
      "structural_low": 49.141312,
      "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": 7,
        "median_return": 0.007266,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.01571,
        "regime_survival": 0.285714,
        "best_return": 0.017903,
        "worst_return": -0.010264,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.009614,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.04128,
        "regime_survival": 0.0,
        "best_return": 0.033364,
        "worst_return": -0.004295,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.003949,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.0554,
        "regime_survival": 0.0,
        "best_return": 0.04239,
        "worst_return": -0.046404,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.023334,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.0738,
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        "best_return": 0.065249,
        "worst_return": -0.13638,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
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        "color": "amber",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-28",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
        "return": 0.008797,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Established",
        "return": 0.0196,
        "active": false
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      {
        "regime": "balance",
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        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
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      },
      {
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-07-24",
        "close": 50.116421,
        "volume": 4876419,
        "typical_volume": 3956079.1,
        "trend": 50.565765,
        "fair_value": 48.147172,
        "relative_strength": -7.21136,
        "stage": 3,
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        "modifier": "Re-accelerating",
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        "direction": 7.028107,
        "energy": 12.003572,
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      },
      {
        "date": "2026-07-31",
        "close": 50.026767,
        "volume": 6333999,
        "typical_volume": 4091192.75,
        "trend": 50.557881,
        "fair_value": 48.181141,
        "relative_strength": -8.126597,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "mixed",
        "direction": -30.804658,
        "energy": 33.234333,
        "activity_lines": [
          50.446479,
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          50.767423,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 50.48,
        "volume": 4838295,
        "typical_volume": 4049589.3,
        "trend": 50.560356,
        "fair_value": 48.216654,
        "relative_strength": -10.200474,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -16.407608,
        "energy": 30.961314,
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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."
    }
  }
}