{
  "ticker": {
    "uuid": "0e2686c7-a883-4813-8d88-19e76bb68491",
    "symbol": "VGM",
    "name": "Invesco Trust for Investment Grade 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": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 77.96,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 42.369,
    "architecture_energy": 21.203,
    "architecture_maturity": 40.207,
    "architecture_confidence": 63.622,
    "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": 27.58,
        "rotation_up": 34.99,
        "upward_expansion": 65.71,
        "deceleration": 81.93,
        "rotation_down": 32.44,
        "downward_expansion": 18.04
      },
      "activity_lines": [
        10.28439,
        10.323228,
        10.252121,
        10.194279
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 10.4,
    "trend_reference": 10.140517,
    "distance_from_trend": 0.025589,
    "trend_direction": "Improving",
    "fair_value": 8.999491,
    "distance_from_fair_value": 0.155621,
    "fair_value_direction": "Weakening",
    "relative_strength": -6.448779,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.035586,
    "excess_performance": -0.090039,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.025589,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.014871,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.155621,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.0155,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.064488,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.024262,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.035586,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.731473,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 596800,
      "relative_activity": 0.67823,
      "balance": 0.731473,
      "dry_up": 0.845442,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.023512,
      "annualized_volatility": 0.146666,
      "from_high_reference": -0.022556,
      "from_low_reference": 0.167611
    },
    "levels": {
      "trend_reference": 10.140517,
      "fair_value_reference": 8.999491,
      "structural_low": 9.391901,
      "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": 13,
        "median_return": 0.018954,
        "positive_rate": 0.615385,
        "directional_follow_through": 0.615385,
        "median_excess_return": -0.02727,
        "regime_survival": 0.615385,
        "best_return": 0.05399,
        "worst_return": -0.057877,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.00829,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.053039,
        "regime_survival": 0.2,
        "best_return": 0.10302,
        "worst_return": -0.009578,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.016291,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.01509,
        "regime_survival": 0.0,
        "best_return": 0.092456,
        "worst_return": -0.020374,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.061017,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.112346,
        "regime_survival": 0.0,
        "best_return": 0.065399,
        "worst_return": 0.056635,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-02",
        "end": "2024-02-09",
        "tenure": "New",
        "return": 0.005076,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-16",
        "end": "2024-04-05",
        "tenure": "Developing",
        "return": -0.016449,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-12",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": 0.062739,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-12-13",
        "tenure": "Developing",
        "return": 0.008312,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-20",
        "end": "2025-04-11",
        "tenure": "Established",
        "return": -0.028073,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-07-25",
        "tenure": "Established",
        "return": 0.005429,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.014675,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-09-19",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.036126,
        "active": false
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      {
        "regime": "rotation_down",
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        "color": "orange",
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        "active": false
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      {
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        "active": false
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      {
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      {
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        "active": true
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      },
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        "stage": 2,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 886204.6,
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        "fair_value": 8.968433,
        "relative_strength": -4.866058,
        "stage": 3,
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        "modifier": "Re-accelerating",
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        "direction": 51.377276,
        "energy": 44.996456,
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      },
      {
        "date": "2026-07-31",
        "close": 10.1,
        "volume": 647281,
        "typical_volume": 888301.4,
        "trend": 10.130075,
        "fair_value": 8.982922,
        "relative_strength": -6.056752,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 29.093815,
        "energy": 16.914949,
        "activity_lines": [
          10.26717,
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      },
      {
        "date": "2026-08-07",
        "close": 10.4,
        "volume": 596800,
        "typical_volume": 879937.3,
        "trend": 10.140517,
        "fair_value": 8.999491,
        "relative_strength": -6.448779,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 42.368884,
        "energy": 21.202597,
        "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."
    }
  }
}