{
  "ticker": {
    "uuid": "678f75b8-d849-4b8b-ba14-8d827b79af45",
    "symbol": "VTN",
    "name": "Invesco Trust For Investment Grade New York Municipals",
    "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": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 81.888,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 49.339,
    "architecture_energy": 21.558,
    "architecture_maturity": 17.552,
    "architecture_confidence": 70.846,
    "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": 42.88,
        "rotation_up": 39.91,
        "upward_expansion": 62.26,
        "deceleration": 82.17,
        "rotation_down": 23.68,
        "downward_expansion": 14.6
      },
      "activity_lines": [
        11.191539,
        11.21157,
        11.137501,
        11.101516
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 11.43,
    "trend_reference": 11.100792,
    "distance_from_trend": 0.029656,
    "trend_direction": "Improving",
    "fair_value": 9.750978,
    "distance_from_fair_value": 0.17219,
    "fair_value_direction": "Improving",
    "relative_strength": -6.119258,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.006845,
    "excess_performance": -0.11878,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.029656,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.006692,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.17219,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.005824,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.061193,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.006428,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.006845,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.989058,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 122349,
      "relative_activity": 1.050684,
      "balance": 0.989058,
      "dry_up": 0.920015,
      "accumulation_observations": 4,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.029774,
      "annualized_volatility": 0.173541,
      "from_high_reference": -0.02962,
      "from_low_reference": 0.214278
    },
    "levels": {
      "trend_reference": 11.100792,
      "fair_value_reference": 9.750978,
      "structural_low": 10.31863,
      "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": -0.018035,
        "positive_rate": 0.4375,
        "directional_follow_through": 0.4375,
        "median_excess_return": -0.010402,
        "regime_survival": 0.5625,
        "best_return": 0.068099,
        "worst_return": -0.083172,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.016643,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.056127,
        "regime_survival": 0.142857,
        "best_return": 0.046498,
        "worst_return": -0.142135,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.058356,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.038466,
        "regime_survival": 0.0,
        "best_return": 0.125931,
        "worst_return": -0.143998,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.072848,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.133041,
        "regime_survival": 0.333333,
        "best_return": 0.125204,
        "worst_return": -0.193744,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-12-08",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": 0.024579,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-12",
        "end": "2024-04-19",
        "tenure": "Established",
        "return": 0.006647,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-17",
        "tenure": "New",
        "return": 0.039559,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.037866,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-11-29",
        "tenure": "Developing",
        "return": 0.040358,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "New",
        "return": -0.049743,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-20",
        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.032957,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-05-09",
        "tenure": "Established",
        "return": 0.023046,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.027283,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.126003,
        "active": false
      },
      {
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        "return": 0.010428,
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      {
        "regime": "balance",
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      {
        "regime": "rotation_up",
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      {
        "regime": "balance",
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        "active": true
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      },
      {
        "date": "2026-04-17",
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        "regime": "deceleration",
        "modifier": "Recompressing",
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      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "energy": 21.995144,
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -2.050604,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 21.089088,
        "energy": 27.825543,
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          11.048009
        ]
      },
      {
        "date": "2026-07-03",
        "close": 11.38226,
        "volume": 106126,
        "typical_volume": 135949.85,
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        "fair_value": 9.660558,
        "relative_strength": -3.301401,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 29.441845,
        "energy": 44.30814,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 11.243088,
        "volume": 198809,
        "typical_volume": 139386.3,
        "trend": 11.09169,
        "fair_value": 9.678692,
        "relative_strength": -5.659404,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 19.178656,
        "energy": 41.889227,
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      },
      {
        "date": "2026-07-17",
        "close": 11.37,
        "volume": 59818,
        "typical_volume": 130331.5,
        "trend": 11.100608,
        "fair_value": 9.697056,
        "relative_strength": -3.079015,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 36.408009,
        "energy": 50.38284,
        "activity_lines": [
          11.311238,
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          11.107496,
          11.095358
        ]
      },
      {
        "date": "2026-07-24",
        "close": 11.1,
        "volume": 99840,
        "typical_volume": 122595.25,
        "trend": 11.100527,
        "fair_value": 9.713849,
        "relative_strength": -4.810688,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.237434,
        "energy": 28.471788,
        "activity_lines": [
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          11.115271,
          11.095318
        ]
      },
      {
        "date": "2026-07-31",
        "close": 10.86,
        "volume": 146525,
        "typical_volume": 117915.65,
        "trend": 11.09341,
        "fair_value": 9.730322,
        "relative_strength": -7.755563,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -11.117671,
        "energy": 7.590554,
        "activity_lines": [
          11.111896,
          11.161089,
          11.098775,
          11.079801
        ]
      },
      {
        "date": "2026-08-07",
        "close": 11.43,
        "volume": 122349,
        "typical_volume": 116447.0,
        "trend": 11.100792,
        "fair_value": 9.750978,
        "relative_strength": -6.119258,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 49.338838,
        "energy": 21.558305,
        "activity_lines": [
          11.191539,
          11.21157,
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          11.101516
        ]
      }
    ],
    "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."
    }
  }
}