{
  "ticker": {
    "uuid": "aa36470c-229d-476e-ad0e-47ad1d550477",
    "symbol": "LOWE",
    "name": "Lowe's Companies, Inc.",
    "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": 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": -60.0,
    "architecture_energy": 48.694,
    "architecture_maturity": 38.305,
    "architecture_confidence": 92.654,
    "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": 24.11,
        "rotation_up": 19.68,
        "upward_expansion": 6.79,
        "deceleration": 54.83,
        "rotation_down": 58.49,
        "downward_expansion": 80.13
      },
      "activity_lines": [
        185.671942,
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": -0.666667
    },
    "latest_close": 191.100006,
    "trend_reference": 203.757461,
    "distance_from_trend": -0.06212,
    "trend_direction": "Weakening",
    "fair_value": 206.219847,
    "distance_from_fair_value": -0.073319,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.141849,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.18343,
    "excess_performance": -0.357677,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.06212,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.027383,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.073319,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.024683,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.251418,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.052226,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.18343,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.502415,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.502415,
      "dry_up": 1.428571,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.038897,
      "annualized_volatility": 0.243495,
      "from_high_reference": -0.213667,
      "from_low_reference": 0.083026
    },
    "levels": {
      "trend_reference": 203.757461,
      "fair_value_reference": 206.219847,
      "structural_low": 176.449997,
      "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": 16,
        "median_return": 0.01911,
        "positive_rate": 0.6875,
        "directional_follow_through": 0.3125,
        "median_excess_return": 0.003401,
        "regime_survival": 0.75,
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        "worst_return": -0.078684,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.100008,
        "regime_survival": 0.333333,
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        "worst_return": -0.092116,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
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        "worst_return": 0.038792,
        "sufficient": false
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      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "worst_return": -0.022533,
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        "end": "2024-07-12",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-08-23",
        "tenure": "Developing",
        "return": 0.015813,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      },
      {
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        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 196.25,
        "volume": 4,
        "typical_volume": 22.7,
        "trend": 211.602452,
        "fair_value": 206.282814,
        "relative_strength": -19.919221,
        "stage": 4,
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        "modifier": "Recompressing",
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        "direction": -42.587396,
        "energy": 29.641796,
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      },
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        "date": "2026-05-15",
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        "fair_value": 206.349684,
        "relative_strength": -22.006965,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -78.00823,
        "energy": 70.445052,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
        "close": 184.699997,
        "volume": 189,
        "typical_volume": 32.15,
        "trend": 210.226977,
        "fair_value": 206.387668,
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -80.692992,
        "energy": 83.887803,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 182.800003,
        "volume": 0,
        "typical_volume": 30.45,
        "trend": 209.494066,
        "fair_value": 206.394133,
        "relative_strength": -27.260908,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.587088,
        "energy": 90.188565,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 182.550003,
        "volume": 0,
        "typical_volume": 30.45,
        "trend": 208.922653,
        "fair_value": 206.39383,
        "relative_strength": -26.115559,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.293809,
        "energy": 89.736759,
        "activity_lines": [
          184.84,
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      },
      {
        "date": "2026-06-12",
        "close": 190.449997,
        "volume": 0,
        "typical_volume": 30.45,
        "trend": 208.797596,
        "fair_value": 206.417139,
        "relative_strength": -24.627073,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.673859,
        "energy": 83.152595,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "volume": 0,
        "typical_volume": 30.45,
        "trend": 208.566095,
        "fair_value": 206.465237,
        "relative_strength": -26.274199,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.938656,
        "energy": 68.671741,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 194.582779,
        "volume": 0,
        "typical_volume": 29.05,
        "trend": 208.15834,
        "fair_value": 206.478581,
        "relative_strength": -23.906663,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.074049,
        "energy": 45.821403,
        "activity_lines": [
          190.995607,
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      },
      {
        "date": "2026-07-03",
        "close": 198.703827,
        "volume": 0,
        "typical_volume": 29.05,
        "trend": 207.752748,
        "fair_value": 206.527652,
        "relative_strength": -23.708859,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.530246,
        "energy": 28.748948,
        "activity_lines": [
          194.325193,
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      },
      {
        "date": "2026-07-10",
        "close": 185.744888,
        "volume": 18,
        "typical_volume": 29.95,
        "trend": 206.97455,
        "fair_value": 206.489748,
        "relative_strength": -27.329013,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.33737,
        "energy": 35.48317,
        "activity_lines": [
          192.274879,
          190.365335,
          194.187507,
          200.296675
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      },
      {
        "date": "2026-07-17",
        "close": 186.14209,
        "volume": 104,
        "typical_volume": 21.6,
        "trend": 206.344797,
        "fair_value": 206.417752,
        "relative_strength": -25.378817,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.721373,
        "energy": 39.467099,
        "activity_lines": [
          190.143973,
          189.698005,
          193.005001,
          198.952645
        ]
      },
      {
        "date": "2026-07-24",
        "close": 182.050003,
        "volume": 0,
        "typical_volume": 20.35,
        "trend": 205.672627,
        "fair_value": 206.292685,
        "relative_strength": -27.579083,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.790843,
        "energy": 53.062056,
        "activity_lines": [
          186.936231,
          188.470439,
          191.599481,
          197.385239
        ]
      },
      {
        "date": "2026-07-31",
        "close": 181.350006,
        "volume": 0,
        "typical_volume": 20.35,
        "trend": 204.841917,
        "fair_value": 206.226827,
        "relative_strength": -27.341999,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.334311,
        "energy": 62.110981,
        "activity_lines": [
          184.237994,
          187.244692,
          190.284602,
          195.816038
        ]
      },
      {
        "date": "2026-08-07",
        "close": 191.100006,
        "volume": 0,
        "typical_volume": 18.2,
        "trend": 203.757461,
        "fair_value": 206.219847,
        "relative_strength": -25.141849,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.99978,
        "energy": 48.694023,
        "activity_lines": [
          185.671942,
          187.852582,
          190.026265,
          194.929463
        ]
      }
    ],
    "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."
    }
  }
}