{
  "ticker": {
    "uuid": "b9a13c2c-173d-48db-8eeb-b28f5c44115c",
    "symbol": "SWAG",
    "name": "Software Acquisition Group III Inc",
    "exchange": "NASDAQ",
    "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": "QQQ",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 70.105,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 29.799,
    "architecture_energy": 17.942,
    "architecture_maturity": 41.386,
    "architecture_confidence": 78.775,
    "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": 54.08,
        "rotation_up": 20.91,
        "upward_expansion": 51.61,
        "deceleration": 92.72,
        "rotation_down": 28.78,
        "downward_expansion": 17.61
      },
      "activity_lines": [
        1.993333,
        2.044545,
        1.993238,
        1.930366
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 1.96,
    "trend_reference": 1.883,
    "distance_from_trend": 0.040892,
    "trend_direction": "Improving",
    "fair_value": 1.43958,
    "distance_from_fair_value": 0.361508,
    "fair_value_direction": "Improving",
    "relative_strength": -8.496264,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.094972,
    "excess_performance": -0.092482,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.040892,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.012547,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.361508,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.223161,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.084963,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.143824,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.094972,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.159531,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 127691,
      "relative_activity": 0.515649,
      "balance": 2.159531,
      "dry_up": 0.549742,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.121888,
      "annualized_volatility": 0.40698,
      "from_high_reference": -0.44,
      "from_low_reference": 0.430657
    },
    "levels": {
      "trend_reference": 1.883,
      "fair_value_reference": 1.43958,
      "structural_low": 1.5,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": -0.013339,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.005698,
        "regime_survival": 0.5,
        "best_return": 0.127778,
        "worst_return": -0.137931,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.152318,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.165107,
        "regime_survival": 0.333333,
        "best_return": 0.231638,
        "worst_return": -0.284404,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.188461,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.24392,
        "regime_survival": 0.0,
        "best_return": -0.118644,
        "worst_return": -0.258278,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.268212,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.471781,
        "regime_survival": 0.0,
        "best_return": -0.268212,
        "worst_return": -0.268212,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-19",
        "end": "2024-05-17",
        "tenure": "Developing",
        "return": -0.032787,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-24",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": 0.089286,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-09",
        "end": "2024-12-13",
        "tenure": "Established",
        "return": -0.133929,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-20",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": 0.215635,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-28",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.176991,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-21",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.271271,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-23",
        "end": "2025-10-17",
        "tenure": "Established",
        "return": 0.403226,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-10-31",
        "tenure": "New",
        "return": 0.084746,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-07",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": -0.009524,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-19",
        "end": "2026-03-13",
        "tenure": "Established",
        "return": 0.016667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-05-29",
        "tenure": "Developing",
        "return": 0.232558,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-06-05",
        "end": "2026-06-26",
        "tenure": "New",
        "return": 0.093596,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "start": "2026-07-03",
        "end": "2026-07-24",
        "tenure": "New",
        "return": -0.057143,
        "active": false
      },
      {
        "regime": "deceleration",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.005076,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-05-01",
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        "fair_value": 1.387721,
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 422729.6,
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        "stage": 2,
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      },
      {
        "date": "2026-06-12",
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      },
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      },
      {
        "date": "2026-06-26",
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        "direction": 72.552735,
        "energy": 71.397647,
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 261524.95,
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        "fair_value": 1.418042,
        "relative_strength": 0.451294,
        "stage": 2,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 255846.85,
        "trend": 1.854667,
        "fair_value": 1.422401,
        "relative_strength": -2.539662,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "energy": 43.18127,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 2.1,
        "volume": 78671,
        "typical_volume": 248820.35,
        "trend": 1.864667,
        "fair_value": 1.42708,
        "relative_strength": 2.433974,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 55.341102,
        "energy": 37.434107,
        "activity_lines": [
          2.115333,
          2.105818,
          1.968476,
          1.911699
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.98,
        "volume": 129841,
        "typical_volume": 248849.6,
        "trend": 1.874667,
        "fair_value": 1.431247,
        "relative_strength": -2.025784,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.063366,
        "energy": 24.098906,
        "activity_lines": [
          2.064,
          2.088364,
          1.978857,
          1.91914
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.97,
        "volume": 208331,
        "typical_volume": 250767.2,
        "trend": 1.881333,
        "fair_value": 1.435349,
        "relative_strength": -3.1906,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.517131,
        "energy": 17.939418,
        "activity_lines": [
          2.022,
          2.067455,
          1.986857,
          1.92529
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.96,
        "volume": 127691,
        "typical_volume": 247631.6,
        "trend": 1.883,
        "fair_value": 1.43958,
        "relative_strength": -8.496264,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.798586,
        "energy": 17.942092,
        "activity_lines": [
          1.993333,
          2.044545,
          1.993238,
          1.930366
        ]
      }
    ],
    "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."
    }
  }
}