{
  "ticker": {
    "uuid": "8b2cdfc1-cdbe-40e1-9727-973e2f45def3",
    "symbol": "LULU",
    "name": "Lululemon Athletica 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": 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": -43.123,
    "architecture_energy": 32.948,
    "architecture_maturity": 88.789,
    "architecture_confidence": 76.7,
    "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": 35.79,
        "rotation_up": 27.39,
        "upward_expansion": 21.15,
        "deceleration": 46.01,
        "rotation_down": 34.37,
        "downward_expansion": 59.82
      },
      "activity_lines": [
        120.876,
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        122.840095,
        131.774796
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 128.58,
    "trend_reference": 145.892333,
    "distance_from_trend": -0.118665,
    "trend_direction": "Weakening",
    "fair_value": 284.377692,
    "distance_from_fair_value": -0.547855,
    "fair_value_direction": "Improving",
    "relative_strength": -31.601258,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.256118,
    "excess_performance": -0.443572,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.118665,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.144487,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.547855,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.022608,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.316013,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.130942,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.256118,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.30858,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 11393538,
      "relative_activity": 0.734092,
      "balance": 1.30858,
      "dry_up": 0.774752,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.087515,
      "annualized_volatility": 0.475031,
      "from_high_reference": -0.431012,
      "from_low_reference": 0.231137
    },
    "levels": {
      "trend_reference": 145.892333,
      "fair_value_reference": 284.377692,
      "structural_low": 104.44,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 28,
        "median_return": 0.003146,
        "positive_rate": 0.535714,
        "directional_follow_through": 0.464286,
        "median_excess_return": -0.020641,
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        "worst_return": -0.257839,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "positive_rate": 0.555556,
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        "worst_return": -0.304908,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.09156,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
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        "worst_return": -0.385131,
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      {
        "horizon": "Full cycle",
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        "best_return": 0.577458,
        "worst_return": -0.518388,
        "sufficient": false
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        "regime": "deceleration",
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      {
        "regime": "rotation_down",
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        "regime": "downward_expansion",
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      {
        "regime": "balance",
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      },
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        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "fair_value": 287.658974,
        "relative_strength": -37.294448,
        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 118.87,
        "volume": 12615550,
        "typical_volume": 16229521.55,
        "trend": 148.403,
        "fair_value": 285.996603,
        "relative_strength": -34.290013,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.895424,
        "energy": 45.696306,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 128.58,
        "volume": 11393538,
        "typical_volume": 15520592.85,
        "trend": 145.892333,
        "fair_value": 284.377692,
        "relative_strength": -31.601258,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.12285,
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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."
    }
  }
}