{
  "ticker": {
    "uuid": "eddc1828-ac06-4add-8bea-9158d65a5620",
    "symbol": "KLAC",
    "name": "KLA Corporation",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 25.132,
    "architecture_energy": 11.638,
    "architecture_maturity": 15.853,
    "architecture_confidence": 89.691,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 53.38,
        "rotation_up": 27.51,
        "upward_expansion": 51.89,
        "deceleration": 85.09,
        "rotation_down": 28.05,
        "downward_expansion": 20.22
      },
      "activity_lines": [
        175.240003,
        188.546366,
        183.445621,
        172.133307
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 171.580002,
    "trend_reference": 157.357112,
    "distance_from_trend": 0.090386,
    "trend_direction": "Improving",
    "fair_value": 85.173189,
    "distance_from_fair_value": 1.014484,
    "fair_value_direction": "Weakening",
    "relative_strength": 9.933721,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.421052,
    "excess_performance": 0.246806,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.090386,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.237892,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.014484,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.140984,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.099337,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.224236,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.421052,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.73751,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1713,
      "relative_activity": 2.034563,
      "balance": 0.73751,
      "dry_up": 2.271513,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.943974,
      "annualized_volatility": 0.532628,
      "from_high_reference": -0.916302,
      "from_low_reference": 1.408084
    },
    "levels": {
      "trend_reference": 157.357112,
      "fair_value_reference": 85.173189,
      "structural_low": 112.280364,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": 0.08096,
        "positive_rate": 0.625,
        "directional_follow_through": 0.625,
        "median_excess_return": 0.070273,
        "regime_survival": 0.25,
        "best_return": 0.162298,
        "worst_return": -0.072126,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.107097,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.085407,
        "regime_survival": 0.166667,
        "best_return": 0.178944,
        "worst_return": -0.012326,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.284978,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.249353,
        "regime_survival": 0.0,
        "best_return": 0.43996,
        "worst_return": -0.098252,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.366329,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.293383,
        "regime_survival": 0.333333,
        "best_return": 0.50847,
        "worst_return": 0.22134,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-03",
        "tenure": "New",
        "return": -0.013352,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-10",
        "end": "2024-08-02",
        "tenure": "Established",
        "return": -0.03761,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-09",
        "end": "2024-10-11",
        "tenure": "Developing",
        "return": 0.081943,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-18",
        "end": "2024-11-01",
        "tenure": "New",
        "return": -0.006855,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-08",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": 0.040119,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-01-17",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": 0.002441,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-28",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.082667,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-11",
        "tenure": "New",
        "return": 0.079264,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.277719,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-13",
        "tenure": "New",
        "return": 0.138139,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.015534,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-05",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.170281,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2026-07-31",
        "tenure": "Extended",
        "return": 0.76513,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 42.779736,
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        "typical_volume": 89.5,
        "trend": 37.976433,
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        "relative_strength": 28.119243,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.077571,
        "energy": 84.656543,
        "activity_lines": [
          151.428702,
          142.971635,
          134.738437,
          127.83171
        ]
      },
      {
        "date": "2026-05-08",
        "close": 157.376251,
        "volume": 0,
        "typical_volume": 321.5,
        "trend": 120.68195,
        "fair_value": 73.012566,
        "relative_strength": 32.357273,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
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        "energy": 86.045545,
        "activity_lines": [
          154.497674,
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      },
      {
        "date": "2026-05-15",
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        "volume": 0,
        "typical_volume": 321.5,
        "trend": 122.966807,
        "fair_value": 73.804949,
        "relative_strength": 35.116451,
        "stage": 2,
        "regime": "upward_expansion",
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        "gate": "up",
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        "energy": 78.996909,
        "activity_lines": [
          157.26174,
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          140.481811,
          133.002803
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      },
      {
        "date": "2026-05-22",
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        "volume": 190,
        "typical_volume": 326.0,
        "trend": 125.046674,
        "fair_value": 74.591022,
        "relative_strength": 32.50983,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.933333,
        "energy": 62.233871,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 166.259995,
        "volume": 420,
        "typical_volume": 337.0,
        "trend": 127.116979,
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        "relative_strength": 29.382219,
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        "regime": "upward_expansion",
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        "gate": "up",
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          146.237797,
          138.299997
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      },
      {
        "date": "2026-06-05",
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        "volume": 630,
        "typical_volume": 348.5,
        "trend": 129.540072,
        "fair_value": 76.233984,
        "relative_strength": 34.882844,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
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        "energy": 63.370924,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 216.0,
        "volume": 1112,
        "typical_volume": 399.1,
        "trend": 133.440536,
        "fair_value": 77.350171,
        "relative_strength": 60.710337,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 53.946768,
        "energy": 24.902543,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "stage": 2,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 215.449997,
        "volume": 81,
        "typical_volume": 323.15,
        "trend": 141.479509,
        "fair_value": 79.608168,
        "relative_strength": 52.078994,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 52.098696,
        "energy": 27.092375,
        "activity_lines": [
          208.113999,
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          170.211516,
          157.526567
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      },
      {
        "date": "2026-07-03",
        "close": 219.550003,
        "volume": 159,
        "typical_volume": 321.1,
        "trend": 145.312856,
        "fair_value": 80.752849,
        "relative_strength": 49.146004,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 52.064914,
        "energy": 27.719335,
        "activity_lines": [
          215.163334,
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          162.563373
        ]
      },
      {
        "date": "2026-07-10",
        "close": 199.880005,
        "volume": 4817,
        "typical_volume": 551.95,
        "trend": 148.582264,
        "fair_value": 81.767823,
        "relative_strength": 35.934581,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.805036,
        "energy": 26.939166,
        "activity_lines": [
          212.103336,
          200.817932,
          180.251851,
          166.083834
        ]
      },
      {
        "date": "2026-07-17",
        "close": 182.940002,
        "volume": 1770,
        "typical_volume": 634.95,
        "trend": 151.126815,
        "fair_value": 82.683562,
        "relative_strength": 25.58277,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.50386,
        "energy": 20.424883,
        "activity_lines": [
          201.638002,
          199.635274,
          182.138132,
          168.300462
        ]
      },
      {
        "date": "2026-07-24",
        "close": 188.660004,
        "volume": 2168,
        "typical_volume": 706.35,
        "trend": 153.836774,
        "fair_value": 83.606157,
        "relative_strength": 26.34002,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 33.811147,
        "energy": 14.564313,
        "activity_lines": [
          195.283336,
          199.02782,
          184.306882,
          170.721958
        ]
      },
      {
        "date": "2026-07-31",
        "close": 159.740005,
        "volume": 1999,
        "typical_volume": 767.8,
        "trend": 155.607327,
        "fair_value": 84.347359,
        "relative_strength": 6.252112,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 27.160524,
        "energy": 11.858718,
        "activity_lines": [
          181.431337,
          192.673275,
          183.39634,
          171.102812
        ]
      },
      {
        "date": "2026-08-07",
        "close": 171.580002,
        "volume": 1713,
        "typical_volume": 841.95,
        "trend": 157.357112,
        "fair_value": 85.173189,
        "relative_strength": 9.933721,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 25.13225,
        "energy": 11.637909,
        "activity_lines": [
          175.240003,
          188.546366,
          183.445621,
          172.133307
        ]
      }
    ],
    "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."
    }
  }
}