{
  "ticker": {
    "uuid": "a0cd47b8-224b-46e5-924f-f642b2780a0d",
    "symbol": "VGL",
    "name": "Vista Group International Limited",
    "exchange": "ASX",
    "country": "AU",
    "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": "^AXJO",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 80.041,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 74.426,
    "architecture_energy": 63.877,
    "architecture_maturity": 26.0,
    "architecture_confidence": 88.82,
    "architecture_tenure": "New",
    "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": 20.72,
        "rotation_up": 62.5,
        "upward_expansion": 85.73,
        "deceleration": 49.36,
        "rotation_down": 18.43,
        "downward_expansion": 12.4
      },
      "activity_lines": [
        2.095,
        2.036182,
        1.933643,
        1.832774
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.666667
    },
    "latest_close": 2.21,
    "trend_reference": 1.738667,
    "distance_from_trend": 0.271089,
    "trend_direction": "Weakening",
    "fair_value": 2.229583,
    "distance_from_fair_value": -0.008783,
    "fair_value_direction": "Improving",
    "relative_strength": 2.238675,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.435065,
    "excess_performance": 0.371359,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.271089,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.052326,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.008783,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.184214,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.022387,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.280084,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.435065,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.203601,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 188986,
      "relative_activity": 0.666147,
      "balance": 5.203601,
      "dry_up": 0.364269,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.087539,
      "annualized_volatility": 0.547126,
      "from_high_reference": -0.311526,
      "from_low_reference": 0.757455
    },
    "levels": {
      "trend_reference": 1.738667,
      "fair_value_reference": 2.229583,
      "structural_low": 1.2575,
      "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": 22,
        "median_return": 0.001526,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.016156,
        "regime_survival": 0.772727,
        "best_return": 0.285047,
        "worst_return": -0.152047,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.056098,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.047605,
        "regime_survival": 0.375,
        "best_return": 0.39661,
        "worst_return": -0.138211,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.062069,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.001376,
        "regime_survival": 0.4,
        "best_return": 0.864407,
        "worst_return": -0.220588,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.393103,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.282344,
        "regime_survival": 0.333333,
        "best_return": 0.579208,
        "worst_return": -0.259524,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-24",
        "end": "2023-12-22",
        "tenure": "Developing",
        "return": 0.109848,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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      },
      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Established",
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      },
      {
        "regime": "deceleration",
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        "end": "2024-12-13",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2025-04-18",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-07-25",
        "tenure": "Established",
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        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "typical_volume": 336475.7,
        "trend": 1.9195,
        "fair_value": 2.189712,
        "relative_strength": -39.504639,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "energy": 37.821706,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 312833.0,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 315972.3,
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        "energy": 15.226325,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 338426.85,
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        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 339203.25,
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        "stage": 1,
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        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 31157,
        "typical_volume": 337937.5,
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        "fair_value": 2.20859,
        "relative_strength": -18.628896,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 336879.7,
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        "stage": 4,
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      },
      {
        "date": "2026-06-19",
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        "energy": 41.476734,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 2.0,
        "volume": 1147,
        "typical_volume": 326298.15,
        "trend": 1.784167,
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        "relative_strength": -8.500727,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 37.6594,
        "energy": 32.493444,
        "activity_lines": [
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          1.740214,
          1.720538
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      },
      {
        "date": "2026-07-03",
        "close": 1.9,
        "volume": 9510,
        "typical_volume": 319034.95,
        "trend": 1.7675,
        "fair_value": 2.218045,
        "relative_strength": -12.815352,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 27.322077,
        "energy": 27.632029,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 2.05,
        "volume": 51240,
        "typical_volume": 301912.3,
        "trend": 1.7555,
        "fair_value": 2.220321,
        "relative_strength": -4.468446,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 39.806643,
        "energy": 40.514597,
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      },
      {
        "date": "2026-07-17",
        "close": 2.07,
        "volume": 59919,
        "typical_volume": 293232.1,
        "trend": 1.751167,
        "fair_value": 2.222564,
        "relative_strength": -2.406079,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 65.806484,
        "energy": 57.631647,
        "activity_lines": [
          2.009667,
          1.966909,
          1.836,
          1.766527
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.995,
        "volume": 86582,
        "typical_volume": 294487.7,
        "trend": 1.742,
        "fair_value": 2.224199,
        "relative_strength": -4.619305,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.456476,
        "energy": 49.129876,
        "activity_lines": [
          2.013667,
          1.978,
          1.862071,
          1.782258
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.05,
        "volume": 77885,
        "typical_volume": 277466.0,
        "trend": 1.735,
        "fair_value": 2.226378,
        "relative_strength": -3.129417,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.458552,
        "energy": 53.108895,
        "activity_lines": [
          2.029333,
          1.994182,
          1.89131,
          1.802129
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.21,
        "volume": 188986,
        "typical_volume": 283699.95,
        "trend": 1.738667,
        "fair_value": 2.229583,
        "relative_strength": 2.238675,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.426,
        "energy": 63.877241,
        "activity_lines": [
          2.095,
          2.036182,
          1.933643,
          1.832774
        ]
      }
    ],
    "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."
    }
  }
}