{
  "ticker": {
    "uuid": "2921c699-b3ee-4762-957b-926a8e8afc25",
    "symbol": "NEA",
    "name": "Nuveen AMT-Free Quality Municipal Income Fund",
    "exchange": "NYSE",
    "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": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": 4.478,
    "architecture_energy": 13.369,
    "architecture_maturity": 18.685,
    "architecture_confidence": 69.762,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 53.88,
        "rotation_up": 19.78,
        "upward_expansion": 28.81,
        "deceleration": 71.2,
        "rotation_down": 49.21,
        "downward_expansion": 25.81
      },
      "activity_lines": [
        11.363493,
        11.425675,
        11.415557,
        11.388976
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 11.43,
    "trend_reference": 11.369841,
    "distance_from_trend": 0.005291,
    "trend_direction": "Improving",
    "fair_value": 10.148191,
    "distance_from_fair_value": 0.126309,
    "fair_value_direction": "Weakening",
    "relative_strength": -8.744025,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.001765,
    "excess_performance": -0.123859,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.005291,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.009301,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.126309,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.031699,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.08744,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.032096,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.001765,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.836377,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3559974,
      "relative_activity": 0.888193,
      "balance": 0.836377,
      "dry_up": 0.990041,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.018073,
      "annualized_volatility": 0.099207,
      "from_high_reference": -0.023184,
      "from_low_reference": 0.125552
    },
    "levels": {
      "trend_reference": 11.369841,
      "fair_value_reference": 10.148191,
      "structural_low": 10.570695,
      "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": 16,
        "median_return": -0.014044,
        "positive_rate": 0.3125,
        "directional_follow_through": 0.3125,
        "median_excess_return": -0.010007,
        "regime_survival": 0.5,
        "best_return": 0.0511,
        "worst_return": -0.092191,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.028744,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.142857,
        "median_excess_return": -0.04635,
        "regime_survival": 0.142857,
        "best_return": 0.041791,
        "worst_return": -0.169486,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.054059,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.063049,
        "regime_survival": 0.2,
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        "worst_return": -0.226572,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.028016,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.096248,
        "regime_survival": 0.0,
        "best_return": 0.096451,
        "worst_return": -0.238831,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
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        "color": "green",
        "start": "2024-06-14",
        "end": "2024-11-01",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-12-06",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-12-27",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.003881,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "return": -0.061892,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      {
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        "active": false
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      {
        "regime": "rotation_up",
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      },
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 4040745.1,
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        "stage": 3,
        "regime": "upward_expansion",
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        "direction": 54.571658,
        "energy": 47.156733,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 11.23,
        "volume": 4094464,
        "typical_volume": 4033400.7,
        "trend": 11.365597,
        "fair_value": 10.114649,
        "relative_strength": -6.492437,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 18.302474,
        "energy": 10.552226,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 11.27,
        "volume": 4295679,
        "typical_volume": 4037764.4,
        "trend": 11.36634,
        "fair_value": 10.130907,
        "relative_strength": -7.018549,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.390335,
        "energy": 11.50248,
        "activity_lines": [
          11.363766,
          11.430207,
          11.407743,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 11.43,
        "volume": 3559974,
        "typical_volume": 4008109.7,
        "trend": 11.369841,
        "fair_value": 10.148191,
        "relative_strength": -8.744025,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 4.478333,
        "energy": 13.369404,
        "activity_lines": [
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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."
    }
  }
}