{
  "ticker": {
    "uuid": "4ea3ee64-b92e-4a79-bd01-195e4eb8cd37",
    "symbol": "CDNS",
    "name": "Cadence Design Systems 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 5.823,
    "architecture_energy": 22.072,
    "architecture_maturity": 60.907,
    "architecture_confidence": 77.481,
    "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": 54.12,
        "rotation_up": 18.21,
        "upward_expansion": 43.79,
        "deceleration": 84.89,
        "rotation_down": 45.93,
        "downward_expansion": 35.46
      },
      "activity_lines": [
        338.626,
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        355.035619,
        343.009247
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 339.24,
    "trend_reference": 328.628667,
    "distance_from_trend": 0.03229,
    "trend_direction": "Improving",
    "fair_value": 299.281731,
    "distance_from_fair_value": 0.133514,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.10629,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.196529,
    "excess_performance": 0.009076,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.03229,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.046056,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.133514,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.124602,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.101063,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.04355,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.196529,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.291541,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 9118604,
      "relative_activity": 0.786501,
      "balance": 1.291541,
      "dry_up": 1.054771,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.089152,
      "annualized_volatility": 0.391778,
      "from_high_reference": -0.18587,
      "from_low_reference": 0.291118
    },
    "levels": {
      "trend_reference": 328.628667,
      "fair_value_reference": 299.281731,
      "structural_low": 263.38,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": 0.088354,
        "positive_rate": 0.875,
        "directional_follow_through": 0.875,
        "median_excess_return": 0.021579,
        "regime_survival": 0.25,
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        "worst_return": -0.102392,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.166667,
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        "worst_return": -0.060352,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.047899,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.041987,
        "regime_survival": 0.0,
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "directional_follow_through": 0.75,
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        "worst_return": -0.053473,
        "sufficient": false
      }
    ],
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      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
        "regime": "rotation_up",
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      {
        "regime": "deceleration",
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        "active": false
      },
      {
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      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 11411727.25,
        "trend": 326.998667,
        "fair_value": 297.254872,
        "relative_strength": -10.395637,
        "stage": 3,
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        "modifier": "Early expansion",
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        "direction": 30.450929,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 11322618.45,
        "trend": 327.243667,
        "fair_value": 297.844615,
        "relative_strength": -9.642579,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 15.81489,
        "energy": 19.023464,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 340.02,
        "volume": 16764118,
        "typical_volume": 11610328.75,
        "trend": 328.231,
        "fair_value": 298.556282,
        "relative_strength": -5.816732,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 17.714093,
        "energy": 21.510929,
        "activity_lines": [
          342.458,
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      },
      {
        "date": "2026-08-07",
        "close": 339.24,
        "volume": 9118604,
        "typical_volume": 11593888.8,
        "trend": 328.628667,
        "fair_value": 299.281731,
        "relative_strength": -10.10629,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.82292,
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        "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."
    }
  }
}