{
  "ticker": {
    "uuid": "449b63ec-d8ee-4334-98df-d7080ec75a45",
    "symbol": "AGO",
    "name": "Assured Guaranty Ltd",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "down",
    "architecture_direction": -36.634,
    "architecture_energy": 22.023,
    "architecture_maturity": 18.664,
    "architecture_confidence": 54.513,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 44.11,
        "rotation_up": 37.04,
        "upward_expansion": 35.1,
        "deceleration": 29.84,
        "rotation_down": 30.1,
        "downward_expansion": 44.1
      },
      "activity_lines": [
        81.075333,
        81.172,
        79.837661,
        80.250884
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 75.43,
    "trend_reference": 81.216538,
    "distance_from_trend": -0.071248,
    "trend_direction": "Weakening",
    "fair_value": 79.336488,
    "distance_from_fair_value": -0.049239,
    "fair_value_direction": "Weakening",
    "relative_strength": -18.770404,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.132188,
    "excess_performance": -0.257813,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.071248,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.032456,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.049239,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.016407,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.187704,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.019928,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.132188,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.613683,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1811588,
      "relative_activity": 0.989711,
      "balance": 2.613683,
      "dry_up": 0.895062,
      "accumulation_observations": 4,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.054762,
      "annualized_volatility": 0.239312,
      "from_high_reference": -0.175816,
      "from_low_reference": 0.036696
    },
    "levels": {
      "trend_reference": 81.216538,
      "fair_value_reference": 79.336488,
      "structural_low": 72.76,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 2,
        "median_return": 0.011626,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.036736,
        "regime_survival": 0.0,
        "best_return": 0.052113,
        "worst_return": -0.028861,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.02662,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.061278,
        "regime_survival": 0.0,
        "best_return": 0.039424,
        "worst_return": 0.013815,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.137643,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.079385,
        "regime_survival": 0.0,
        "best_return": 0.394009,
        "worst_return": -0.118723,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.103749,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.019477,
        "regime_survival": 0.0,
        "best_return": 0.103749,
        "worst_return": 0.103749,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-02",
        "end": "2024-10-18",
        "tenure": "Developing",
        "return": 0.094595,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-25",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.08235,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.021819,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-31",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.07685,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-07",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.072719,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.116227,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-08-01",
        "tenure": "Established",
        "return": -0.036951,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-08",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": 0.025534,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-26",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": 0.073712,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-05",
        "end": "2026-01-16",
        "tenure": "Developing",
        "return": -0.040844,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-23",
        "end": "2026-03-20",
        "tenure": "Developing",
        "return": -0.025103,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-27",
        "end": "2026-04-10",
        "tenure": "New",
        "return": 0.033674,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-17",
        "end": "2026-07-17",
        "tenure": "Established",
        "return": 0.006971,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.116331,
        "active": true
      }
    ],
    "chart_path": [
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      },
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      },
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 78.707487,
        "relative_strength": -10.685947,
        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "volume": 1480099,
        "typical_volume": 1831899.35,
        "trend": 81.994245,
        "fair_value": 78.888833,
        "relative_strength": -5.86153,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 31.853864,
        "energy": 35.860099,
        "activity_lines": [
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          79.462103,
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      },
      {
        "date": "2026-07-24",
        "close": 85.36,
        "volume": 1452332,
        "typical_volume": 1820197.25,
        "trend": 81.846501,
        "fair_value": 79.071034,
        "relative_strength": -4.621408,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 32.349643,
        "energy": 46.085842,
        "activity_lines": [
          84.003333,
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      },
      {
        "date": "2026-07-31",
        "close": 82.72,
        "volume": 1809342,
        "typical_volume": 1830444.25,
        "trend": 81.673821,
        "fair_value": 79.220321,
        "relative_strength": -8.234864,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 22.502619,
        "energy": 44.358108,
        "activity_lines": [
          83.852667,
          82.027273,
          80.259146,
          80.653711
        ]
      },
      {
        "date": "2026-08-07",
        "close": 75.43,
        "volume": 1811588,
        "typical_volume": 1830421.4,
        "trend": 81.216538,
        "fair_value": 79.336488,
        "relative_strength": -18.770404,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "down",
        "direction": -36.633691,
        "energy": 22.022528,
        "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."
    }
  }
}