{
  "ticker": {
    "uuid": "b1504ceb-8b3f-418f-b8d0-98ae23fa5498",
    "symbol": "HSY",
    "name": "Hershey Co",
    "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": 92.248,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -54.574,
    "architecture_energy": 37.597,
    "architecture_maturity": 42.48,
    "architecture_confidence": 82.336,
    "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": 21.01,
        "rotation_up": 24.84,
        "upward_expansion": 5.09,
        "deceleration": 58.58,
        "rotation_down": 44.26,
        "downward_expansion": 76.09
      },
      "activity_lines": [
        176.756667,
        176.876,
        180.960209,
        187.308086
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 182.35,
    "trend_reference": 194.716148,
    "distance_from_trend": -0.063509,
    "trend_direction": "Weakening",
    "fair_value": 178.647086,
    "distance_from_fair_value": 0.020728,
    "fair_value_direction": "Improving",
    "relative_strength": -14.093951,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.201044,
    "excess_performance": -0.326669,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.063509,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.004662,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.020728,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.00983,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.14094,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.029158,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.201044,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.119814,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 6890071,
      "relative_activity": 0.725104,
      "balance": 1.119814,
      "dry_up": 0.865923,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.062013,
      "annualized_volatility": 0.239929,
      "from_high_reference": -0.232646,
      "from_low_reference": 0.154668
    },
    "levels": {
      "trend_reference": 194.716148,
      "fair_value_reference": 178.647086,
      "structural_low": 167.77,
      "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": 12,
        "median_return": -0.011755,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.014406,
        "regime_survival": 0.833333,
        "best_return": 0.167227,
        "worst_return": -0.117021,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.054897,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.12064,
        "regime_survival": 0.5,
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        "worst_return": -0.110954,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.059878,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.107251,
        "regime_survival": 0.0,
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        "worst_return": -0.108953,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.034476,
        "positive_rate": 0.5,
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        "worst_return": -0.072673,
        "sufficient": false
      }
    ],
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        "end": "2024-10-04",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-10-18",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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        "regime": "downward_expansion",
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        "end": "2025-03-14",
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        "return": 0.015779,
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      },
      {
        "regime": "balance",
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        "color": "blue",
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      {
        "regime": "upward_expansion",
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        "active": false
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      },
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      },
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        "date": "2026-07-03",
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      },
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        "relative_strength": -17.371705,
        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 9532302.2,
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        "fair_value": 179.277487,
        "relative_strength": -16.94417,
        "stage": 4,
        "regime": "downward_expansion",
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        "direction": -70.624547,
        "energy": 58.829379,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 174.3,
        "volume": 8358461,
        "typical_volume": 9623895.7,
        "trend": 195.009282,
        "fair_value": 179.010401,
        "relative_strength": -14.741038,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.639721,
        "energy": 50.925027,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 175.05,
        "volume": 10604414,
        "typical_volume": 9774764.5,
        "trend": 194.850469,
        "fair_value": 178.791657,
        "relative_strength": -14.923716,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.973196,
        "energy": 47.353406,
        "activity_lines": [
          174.411333,
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      },
      {
        "date": "2026-08-07",
        "close": 182.35,
        "volume": 6890071,
        "typical_volume": 9502179.8,
        "trend": 194.716148,
        "fair_value": 178.647086,
        "relative_strength": -14.093951,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.574478,
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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."
    }
  }
}