{
  "ticker": {
    "uuid": "910de43f-d39e-4b48-bfca-4a79808cd01b",
    "symbol": "PZT",
    "name": "INVESCO EXCHANGE TRADED FD TR II N Y AMT-FREE MUN BD 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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 95.319,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "mixed",
    "architecture_direction": -6.838,
    "architecture_energy": 17.306,
    "architecture_maturity": 100.0,
    "architecture_confidence": 60.806,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 54.89,
        "rotation_up": 20.21,
        "upward_expansion": 23.24,
        "deceleration": 66.31,
        "rotation_down": 51.26,
        "downward_expansion": 32.24
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      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
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    "latest_close": 22.35,
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    "distance_from_trend": 0.004978,
    "trend_direction": "Improving",
    "fair_value": 21.447728,
    "distance_from_fair_value": 0.042068,
    "fair_value_direction": "Weakening",
    "relative_strength": -9.615764,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.013029,
    "excess_performance": -0.112596,
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        "label": "Price vs Trend",
        "positive": true,
        "value": 0.004978,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.006068,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.042068,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.008091,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.096158,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.014992,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.013029,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.855672,
        "read": "Supply-led"
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    ],
    "volume": {
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      "balance": 0.855672,
      "dry_up": 0.975062,
      "accumulation_observations": 1,
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    "risk": {
      "range_context": 0.012139,
      "annualized_volatility": 0.055707,
      "from_high_reference": -0.014405,
      "from_low_reference": 0.082157
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    "levels": {
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      "fair_value_reference": 21.447728,
      "structural_low": 21.730459,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 27,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 134660.05,
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        "relative_strength": -6.905658,
        "stage": 3,
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-31",
        "close": 22.06,
        "volume": 100814,
        "typical_volume": 132376.6,
        "trend": 22.231052,
        "fair_value": 21.435576,
        "relative_strength": -7.884494,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "mixed",
        "direction": -12.903167,
        "energy": 19.826211,
        "activity_lines": [
          22.226607,
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      },
      {
        "date": "2026-08-07",
        "close": 22.35,
        "volume": 85968,
        "typical_volume": 131119.3,
        "trend": 22.239285,
        "fair_value": 21.447728,
        "relative_strength": -9.615764,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "mixed",
        "direction": -6.838287,
        "energy": 17.305663,
        "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."
    }
  }
}