{
  "ticker": {
    "uuid": "398a8722-1712-4104-8f63-97aca05b6c99",
    "symbol": "GUG",
    "name": "Guggenheim Active Allocation Fund",
    "exchange": "NYSE",
    "country": "US",
    "assetType": "equity"
  },
  "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": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 12.057,
    "architecture_energy": 7.828,
    "architecture_maturity": 14.366,
    "architecture_confidence": 68.746,
    "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": 58.04,
        "rotation_up": 28.37,
        "upward_expansion": 51.1,
        "deceleration": 76.66,
        "rotation_down": 31.95,
        "downward_expansion": 29.1
      },
      "activity_lines": [
        15.596972,
        15.6815,
        15.689242,
        15.590439
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 15.49,
    "trend_reference": 15.477508,
    "distance_from_trend": 0.000807,
    "trend_direction": "Improving",
    "fair_value": 13.447646,
    "distance_from_fair_value": 0.151874,
    "fair_value_direction": "Weakening",
    "relative_strength": -8.828035,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.005432,
    "excess_performance": -0.131056,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.000807,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.023442,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.151874,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.047327,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.08828,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.031871,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.005432,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.598257,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 403579,
      "relative_activity": 1.051584,
      "balance": 1.598257,
      "dry_up": 1.229719,
      "accumulation_observations": 5,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.031687,
      "annualized_volatility": 0.162199,
      "from_high_reference": -0.058931,
      "from_low_reference": 0.093598
    },
    "levels": {
      "trend_reference": 15.477508,
      "fair_value_reference": 13.447646,
      "structural_low": 14.372976,
      "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": 9,
        "median_return": 0.031168,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.008966,
        "regime_survival": 0.333333,
        "best_return": 0.062387,
        "worst_return": -0.043276,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.0434,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.014911,
        "regime_survival": 0.0,
        "best_return": 0.08809,
        "worst_return": -0.006146,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.088462,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.021285,
        "regime_survival": 0.25,
        "best_return": 0.126929,
        "worst_return": 0.019271,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.153231,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.053577,
        "regime_survival": 0.0,
        "best_return": 0.196397,
        "worst_return": 0.110064,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.087247,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-01",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.031225,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.054016,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-31",
        "end": "2025-02-14",
        "tenure": "New",
        "return": 0.007598,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-21",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.019138,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.053813,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.084071,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.036835,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2025-11-14",
        "tenure": "Established",
        "return": 0.0107,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-01-23",
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        "return": 0.055832,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.017337,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-05-01",
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        "return": 0.072704,
        "active": false
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      {
        "regime": "upward_expansion",
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        "return": -0.010528,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
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      },
      {
        "date": "2026-04-24",
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      {
        "date": "2026-05-08",
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      },
      {
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      },
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        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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      },
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      },
      {
        "date": "2026-06-26",
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        "stage": 3,
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        "energy": 20.920085,
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      },
      {
        "date": "2026-07-03",
        "close": 15.844003,
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        "trend": 15.318021,
        "fair_value": 13.289329,
        "relative_strength": -3.929723,
        "stage": 3,
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        "modifier": "Re-accelerating",
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        "energy": 25.591124,
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      },
      {
        "date": "2026-07-10",
        "close": 15.764584,
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        "typical_volume": 350652.3,
        "trend": 15.355237,
        "fair_value": 13.321828,
        "relative_strength": -5.530249,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 39.996426,
        "energy": 22.148196,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 16.37,
        "volume": 520954,
        "typical_volume": 363760.2,
        "trend": 15.411437,
        "fair_value": 13.358696,
        "relative_strength": -0.313467,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 74.168558,
        "energy": 52.912658,
        "activity_lines": [
          15.961095,
          15.873443,
          15.713585,
          15.587916
        ]
      },
      {
        "date": "2026-07-24",
        "close": 15.4,
        "volume": 550170,
        "typical_volume": 379589.65,
        "trend": 15.43148,
        "fair_value": 13.388274,
        "relative_strength": -5.533366,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 38.399168,
        "energy": 23.416051,
        "activity_lines": [
          15.811119,
          15.796732,
          15.702222,
          15.587178
        ]
      },
      {
        "date": "2026-07-31",
        "close": 15.45,
        "volume": 413073,
        "typical_volume": 384870.9,
        "trend": 15.45797,
        "fair_value": 13.417832,
        "relative_strength": -6.084749,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 24.919587,
        "energy": 13.026819,
        "activity_lines": [
          15.688878,
          15.731555,
          15.694962,
          15.588372
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.49,
        "volume": 403579,
        "typical_volume": 383782.1,
        "trend": 15.477508,
        "fair_value": 13.447646,
        "relative_strength": -8.828035,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 12.056595,
        "energy": 7.828273,
        "activity_lines": [
          15.596972,
          15.6815,
          15.689242,
          15.590439
        ]
      }
    ],
    "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."
    }
  }
}