{
  "ticker": {
    "uuid": "19c9ef19-abb5-4b1c-b503-f8a785c304a0",
    "symbol": "MLI",
    "name": "Mueller Industries Inc",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 83.854,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 50.301,
    "architecture_energy": 30.429,
    "architecture_maturity": 16.103,
    "architecture_confidence": 69.296,
    "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": 35.47,
        "rotation_up": 57.59,
        "upward_expansion": 67.0,
        "deceleration": 58.93,
        "rotation_down": 18.08,
        "downward_expansion": 15.0
      },
      "activity_lines": [
        65.124667,
        63.687182,
        64.312407,
        63.288587
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 68.85,
    "trend_reference": 62.503897,
    "distance_from_trend": 0.101531,
    "trend_direction": "Improving",
    "fair_value": 40.196299,
    "distance_from_fair_value": 0.712844,
    "fair_value_direction": "Weakening",
    "relative_strength": 5.898012,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.175154,
    "excess_performance": 0.049529,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.101531,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.043289,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.712844,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.212882,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.05898,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.149242,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.175154,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.857419,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4974520,
      "relative_activity": 1.094103,
      "balance": 1.857419,
      "dry_up": 1.619691,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.072866,
      "annualized_volatility": 0.354773,
      "from_high_reference": -0.031918,
      "from_low_reference": 0.560316
    },
    "levels": {
      "trend_reference": 62.503897,
      "fair_value_reference": 40.196299,
      "structural_low": 53.494014,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.049941,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.034363,
        "regime_survival": 0.454545,
        "best_return": 0.281273,
        "worst_return": -0.061069,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.083473,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.857143,
        "median_excess_return": 0.091515,
        "regime_survival": 0.428571,
        "best_return": 0.307919,
        "worst_return": -0.029136,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.299351,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.211055,
        "regime_survival": 0.0,
        "best_return": 0.399567,
        "worst_return": 0.091468,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.562964,
        "regime_survival": 0.0,
        "best_return": 1.172498,
        "worst_return": 0.431889,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-19",
        "end": "2024-12-13",
        "tenure": "Established",
        "return": 0.320079,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-20",
        "end": "2025-03-21",
        "tenure": "Established",
        "return": -0.033513,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.03225,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.118816,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": 0.142486,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-07-25",
        "tenure": "New",
        "return": 0.050189,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.077685,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2026-04-10",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
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      {
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      },
      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.0,
        "active": true
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    ],
    "chart_path": [
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        "energy": 20.824852,
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        ]
      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "fair_value": 36.469306,
        "relative_strength": 20.822175,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 84.490145,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 3720462.0,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-05-22",
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        "modifier": "Re-accelerating",
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        "direction": 65.674571,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 3701917.95,
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      },
      {
        "date": "2026-06-05",
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        "trend": 60.35317,
        "fair_value": 37.678924,
        "relative_strength": 11.694862,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 3634238.8,
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        "fair_value": 37.99604,
        "relative_strength": 14.64323,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 67.493303,
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      },
      {
        "date": "2026-06-19",
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        "energy": 39.991708,
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      },
      {
        "date": "2026-06-26",
        "close": 64.1,
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        "typical_volume": 3440239.95,
        "trend": 61.734556,
        "fair_value": 38.583288,
        "relative_strength": 6.676667,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 43.860763,
        "energy": 29.815474,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 56.5,
        "volume": 6897953,
        "typical_volume": 3537412.65,
        "trend": 61.737365,
        "fair_value": 38.815018,
        "relative_strength": -8.173967,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-10",
        "close": 56.99,
        "volume": 8338308,
        "typical_volume": 3786388.8,
        "trend": 61.750376,
        "fair_value": 39.046199,
        "relative_strength": -8.756901,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -24.575469,
        "energy": 26.913747,
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          60.645667,
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      },
      {
        "date": "2026-07-17",
        "close": 59.13,
        "volume": 9380706,
        "typical_volume": 4116045.0,
        "trend": 61.805889,
        "fair_value": 39.285156,
        "relative_strength": -4.117902,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -17.648569,
        "energy": 30.868271,
        "activity_lines": [
          59.333667,
          62.206872,
          63.179497,
          62.441596
        ]
      },
      {
        "date": "2026-07-24",
        "close": 63.91,
        "volume": 8024576,
        "typical_volume": 4344983.1,
        "trend": 61.978814,
        "fair_value": 39.569232,
        "relative_strength": 3.839427,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -12.818436,
        "energy": 27.14113,
        "activity_lines": [
          60.276,
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          63.361584,
          62.577345
        ]
      },
      {
        "date": "2026-07-31",
        "close": 66.41,
        "volume": 7076981,
        "typical_volume": 4541898.45,
        "trend": 62.256944,
        "fair_value": 39.874289,
        "relative_strength": 6.195728,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 23.820826,
        "energy": 15.977146,
        "activity_lines": [
          62.370667,
          62.720109,
          63.748755,
          62.863228
        ]
      },
      {
        "date": "2026-08-07",
        "close": 68.85,
        "volume": 4974520,
        "typical_volume": 4546666.5,
        "trend": 62.503897,
        "fair_value": 40.196299,
        "relative_strength": 5.898012,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 50.300808,
        "energy": 30.429351,
        "activity_lines": [
          65.124667,
          63.687182,
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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."
    }
  }
}