{
  "ticker": {
    "uuid": "3538972b-cf87-4341-a707-782552a937f5",
    "symbol": "AEG",
    "name": "Aegis Brands Inc.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "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": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -39.339,
    "architecture_energy": 19.219,
    "architecture_maturity": 52.272,
    "architecture_confidence": 90.925,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 43.85,
        "rotation_up": 21.27,
        "upward_expansion": 12.09,
        "deceleration": 41.77,
        "rotation_down": 41.07,
        "downward_expansion": 64.43
      },
      "activity_lines": [
        0.262667,
        0.262364,
        0.264,
        0.269333
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.26,
    "trend_reference": 0.277,
    "distance_from_trend": -0.061372,
    "trend_direction": "Weakening",
    "fair_value": 0.331667,
    "distance_from_fair_value": -0.21608,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.510461,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.071429,
    "excess_performance": -0.19185,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.061372,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.038194,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.21608,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.004402,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.215105,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.046767,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.071429,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.530103,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 22500,
      "relative_activity": 0.659051,
      "balance": 0.530103,
      "dry_up": 0.249707,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.091716,
      "annualized_volatility": 0.488084,
      "from_high_reference": -0.365854,
      "from_low_reference": 0.130435
    },
    "levels": {
      "trend_reference": 0.277,
      "fair_value_reference": 0.331667,
      "structural_low": 0.23,
      "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": 38,
        "median_return": 0.0,
        "positive_rate": 0.421053,
        "directional_follow_through": 0.473684,
        "median_excess_return": -0.01668,
        "regime_survival": 0.815789,
        "best_return": 0.486486,
        "worst_return": -0.366667,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.071429,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.615385,
        "median_excess_return": -0.095669,
        "regime_survival": 0.615385,
        "best_return": 0.423077,
        "worst_return": -0.375,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.090909,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.202169,
        "regime_survival": 0.428571,
        "best_return": 0.48,
        "worst_return": -0.444444,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.2,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.325493,
        "regime_survival": 0.75,
        "best_return": 0.194444,
        "worst_return": -0.476744,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-02-09",
        "end": "2024-03-08",
        "tenure": "Developing",
        "return": 0.230769,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-15",
        "end": "2024-04-05",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-05-31",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-06-07",
        "end": "2024-08-16",
        "tenure": "Developing",
        "return": 0.194444,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Established",
        "return": -0.075,
        "active": false
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      {
        "regime": "balance",
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        "regime": "downward_expansion",
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        "color": "red",
        "start": "2025-02-21",
        "end": "2025-04-11",
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        "return": -0.028571,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-08-15",
        "tenure": "Established",
        "return": -0.105263,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-22",
        "end": "2025-09-05",
        "tenure": "New",
        "return": 0.0,
        "active": false
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        "active": false
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    "chart_path": [
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "volume": 33900,
        "typical_volume": 55745.0,
        "trend": 0.292667,
        "fair_value": 0.3425,
        "relative_strength": -26.187204,
        "stage": 4,
        "regime": "downward_expansion",
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      },
      {
        "date": "2026-05-15",
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        "energy": 46.791351,
        "activity_lines": [
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          0.282762,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 36235.0,
        "trend": 0.288333,
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        "energy": 65.447602,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 85400,
        "typical_volume": 38405.0,
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        "relative_strength": -22.132717,
        "stage": 4,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 37210.0,
        "trend": 0.287,
        "fair_value": 0.338974,
        "relative_strength": -23.314244,
        "stage": 4,
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        "direction": -54.909837,
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        "activity_lines": [
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        "date": "2026-06-12",
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        "trend": 0.286,
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -21.560392,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.383105,
        "energy": 24.109112,
        "activity_lines": [
          0.265333,
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      },
      {
        "date": "2026-07-03",
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        "volume": 7900,
        "typical_volume": 35185.0,
        "trend": 0.283333,
        "fair_value": 0.335641,
        "relative_strength": -26.821158,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.501938,
        "energy": 41.224343,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 0.27,
        "volume": 52600,
        "typical_volume": 37540.0,
        "trend": 0.283,
        "fair_value": 0.334808,
        "relative_strength": -20.138942,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.417654,
        "energy": 28.976004,
        "activity_lines": [
          0.262,
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          0.267714,
          0.274301
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      },
      {
        "date": "2026-07-17",
        "close": 0.26,
        "volume": 2000,
        "typical_volume": 35905.0,
        "trend": 0.282333,
        "fair_value": 0.33391,
        "relative_strength": -22.039997,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.832255,
        "energy": 27.008552,
        "activity_lines": [
          0.261333,
          0.262364,
          0.26619,
          0.272817
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.27,
        "volume": 5400,
        "typical_volume": 33980.0,
        "trend": 0.282333,
        "fair_value": 0.333077,
        "relative_strength": -18.131242,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.998856,
        "energy": 20.699883,
        "activity_lines": [
          0.264667,
          0.263818,
          0.26581,
          0.272022
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.26,
        "volume": 4200,
        "typical_volume": 33465.0,
        "trend": 0.279333,
        "fair_value": 0.332179,
        "relative_strength": -19.861232,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.923402,
        "energy": 17.602553,
        "activity_lines": [
          0.263333,
          0.263273,
          0.26481,
          0.270581
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.26,
        "volume": 22500,
        "typical_volume": 34140.0,
        "trend": 0.277,
        "fair_value": 0.331667,
        "relative_strength": -21.510461,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.339006,
        "energy": 19.218716,
        "activity_lines": [
          0.262667,
          0.262364,
          0.264,
          0.269333
        ]
      }
    ],
    "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."
    }
  }
}