{
  "ticker": {
    "uuid": "7e021d4c-141d-4f47-8a43-c2d2a4605354",
    "symbol": "POST",
    "name": "Post Holdings 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": 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": -77.608,
    "architecture_energy": 49.612,
    "architecture_maturity": 39.665,
    "architecture_confidence": 87.531,
    "architecture_tenure": "Developing",
    "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": 14.41,
        "rotation_up": 18.95,
        "upward_expansion": 5.9,
        "deceleration": 52.96,
        "rotation_down": 57.77,
        "downward_expansion": 76.9
      },
      "activity_lines": [
        86.121333,
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        91.283333,
        94.051247
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": -0.5
    },
    "latest_close": 78.69,
    "trend_reference": 97.544667,
    "distance_from_trend": -0.193293,
    "trend_direction": "Weakening",
    "fair_value": 103.257628,
    "distance_from_fair_value": -0.237926,
    "fair_value_direction": "Weakening",
    "relative_strength": -30.603014,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.313411,
    "excess_performance": -0.439036,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.193293,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.040639,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.237926,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.229483,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.30603,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.165255,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.313411,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.751009,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 7661267,
      "relative_activity": 1.869731,
      "balance": 0.751009,
      "dry_up": 1.214923,
      "accumulation_observations": 3,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.093177,
      "annualized_volatility": 0.302023,
      "from_high_reference": -0.329042,
      "from_low_reference": 0.014046
    },
    "levels": {
      "trend_reference": 97.544667,
      "fair_value_reference": 103.257628,
      "structural_low": 77.6,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 21,
        "median_return": 0.018296,
        "positive_rate": 0.619048,
        "directional_follow_through": 0.380952,
        "median_excess_return": -0.014021,
        "regime_survival": 0.619048,
        "best_return": 0.1853,
        "worst_return": -0.091308,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.007131,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.006811,
        "regime_survival": 0.444444,
        "best_return": 0.241743,
        "worst_return": -0.144995,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.061597,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.028446,
        "regime_survival": 0.4,
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        "worst_return": -0.040782,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.233306,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.01705,
        "regime_survival": 0.0,
        "best_return": 0.257908,
        "worst_return": 0.018303,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": 0.019703,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-13",
        "end": "2025-01-03",
        "tenure": "New",
        "return": -0.031333,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.021784,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "return": -0.005247,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-02-21",
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        "return": 0.027632,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "return": 0.069994,
        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "rotation_up",
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      {
        "regime": "balance",
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      },
      {
        "date": "2026-05-01",
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 3754846.25,
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      },
      {
        "date": "2026-05-15",
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-22",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -21.585293,
        "stage": 4,
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        "modifier": "Early contraction",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "direction": -68.697348,
        "energy": 74.527766,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 3785766.6,
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        "fair_value": 103.260385,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 3857311.15,
        "trend": 99.306,
        "fair_value": 103.259359,
        "relative_strength": -24.26599,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.649621,
        "energy": 54.753319,
        "activity_lines": [
          89.380667,
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      },
      {
        "date": "2026-07-17",
        "close": 86.86,
        "volume": 3719220,
        "typical_volume": 3895695.05,
        "trend": 98.840333,
        "fair_value": 103.255705,
        "relative_strength": -22.0158,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.90478,
        "energy": 49.05721,
        "activity_lines": [
          88.332667,
          89.855273,
          93.764286,
          96.280516
        ]
      },
      {
        "date": "2026-07-24",
        "close": 90.91,
        "volume": 4411984,
        "typical_volume": 3972266.05,
        "trend": 98.498667,
        "fair_value": 103.293526,
        "relative_strength": -17.388518,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.698901,
        "energy": 40.899342,
        "activity_lines": [
          89.053333,
          89.704545,
          93.251714,
          95.768882
        ]
      },
      {
        "date": "2026-07-31",
        "close": 91.41,
        "volume": 4120235,
        "typical_volume": 4006297.85,
        "trend": 98.224667,
        "fair_value": 103.319231,
        "relative_strength": -17.308771,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.569169,
        "energy": 36.85392,
        "activity_lines": [
          89.774,
          89.829455,
          92.856476,
          95.311548
        ]
      },
      {
        "date": "2026-08-07",
        "close": 78.69,
        "volume": 7661267,
        "typical_volume": 4097524.65,
        "trend": 97.544667,
        "fair_value": 103.257628,
        "relative_strength": -30.603014,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.608446,
        "energy": 49.612376,
        "activity_lines": [
          86.121333,
          87.746364,
          91.283333,
          94.051247
        ]
      }
    ],
    "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."
    }
  }
}