{
  "ticker": {
    "uuid": "5c4f9629-cf9e-4971-994a-089b7e05308e",
    "symbol": "DLHC",
    "name": "DLH Holdings Corp",
    "exchange": "NASDAQ",
    "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": "QQQ",
    "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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -74.884,
    "architecture_energy": 65.114,
    "architecture_maturity": 25.339,
    "architecture_confidence": 91.016,
    "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": 8.01,
        "rotation_up": 15.62,
        "upward_expansion": 12.68,
        "deceleration": 41.72,
        "rotation_down": 68.57,
        "downward_expansion": 88.35
      },
      "activity_lines": [
        4.994667,
        5.123273,
        5.338762,
        5.47114
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 4.82,
    "trend_reference": 5.616,
    "distance_from_trend": -0.141738,
    "trend_direction": "Weakening",
    "fair_value": 8.483141,
    "distance_from_fair_value": -0.431814,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.960475,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.178876,
    "excess_performance": -0.366329,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.141738,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.035935,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.431814,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.085146,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.259605,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.105363,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.178876,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.073526,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 97667,
      "relative_activity": 0.5196,
      "balance": 0.073526,
      "dry_up": 0.49167,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.070005,
      "annualized_volatility": 0.308855,
      "from_high_reference": -0.404938,
      "from_low_reference": 0.023355
    },
    "levels": {
      "trend_reference": 5.616,
      "fair_value_reference": 8.483141,
      "structural_low": 4.71,
      "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": 28,
        "median_return": -0.037072,
        "positive_rate": 0.357143,
        "directional_follow_through": 0.642857,
        "median_excess_return": -0.040206,
        "regime_survival": 0.857143,
        "best_return": 0.27551,
        "worst_return": -0.33908,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.096205,
        "positive_rate": 0.3,
        "directional_follow_through": 0.7,
        "median_excess_return": -0.136064,
        "regime_survival": 0.8,
        "best_return": 0.408163,
        "worst_return": -0.477333,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.210977,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.270885,
        "regime_survival": 0.666667,
        "best_return": 0.649215,
        "worst_return": -0.511222,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.377445,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.560959,
        "regime_survival": 0.666667,
        "best_return": 0.089005,
        "worst_return": -0.433654,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-03-24",
        "end": "2023-07-28",
        "tenure": "Established",
        "return": -0.09612,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-08-04",
        "end": "2023-09-01",
        "tenure": "Developing",
        "return": 0.053023,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-09-08",
        "end": "2023-09-29",
        "tenure": "New",
        "return": 0.025483,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-10-06",
        "end": "2024-03-15",
        "tenure": "Established",
        "return": 0.094902,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-22",
        "end": "2024-03-29",
        "tenure": "New",
        "return": -0.076548,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-05",
        "end": "2024-04-26",
        "tenure": "New",
        "return": -0.161043,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-03",
        "end": "2025-06-06",
        "tenure": "Extended",
        "return": -0.516696,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-13",
        "end": "2025-06-20",
        "tenure": "New",
        "return": 0.001838,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-27",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-15",
        "end": "2025-08-22",
        "tenure": "New",
        "return": -0.012567,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": 0.069892,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-14",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": -0.055184,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-02",
        "end": "2026-06-19",
        "tenure": "Established",
        "return": -0.02509,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-26",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.08365,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 10.96,
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        "typical_volume": 109852.8,
        "trend": 10.907333,
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      },
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        "date": "2026-05-01",
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      },
      {
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
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        "fair_value": 8.621346,
        "relative_strength": -24.756417,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "energy": 72.499401,
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      },
      {
        "date": "2026-07-17",
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        "volume": 133207,
        "typical_volume": 180708.7,
        "trend": 5.69,
        "fair_value": 8.590577,
        "relative_strength": -13.779211,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.334354,
        "energy": 59.17131,
        "activity_lines": [
          5.290667,
          5.364545,
          5.531524,
          5.614323
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.09,
        "volume": 25060,
        "typical_volume": 180726.55,
        "trend": 5.671333,
        "fair_value": 8.5575,
        "relative_strength": -18.399154,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.048267,
        "energy": 63.421179,
        "activity_lines": [
          5.221333,
          5.304909,
          5.478333,
          5.575613
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      },
      {
        "date": "2026-07-31",
        "close": 4.88,
        "volume": 113735,
        "typical_volume": 185041.6,
        "trend": 5.648,
        "fair_value": 8.519872,
        "relative_strength": -21.712838,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -77.034983,
        "energy": 67.456285,
        "activity_lines": [
          5.105333,
          5.213455,
          5.408762,
          5.524559
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.82,
        "volume": 97667,
        "typical_volume": 187965.9,
        "trend": 5.616,
        "fair_value": 8.483141,
        "relative_strength": -25.960475,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.883736,
        "energy": 65.11403,
        "activity_lines": [
          4.994667,
          5.123273,
          5.338762,
          5.47114
        ]
      }
    ],
    "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."
    }
  }
}