{
  "ticker": {
    "uuid": "eb046bd7-b184-46dd-a2d4-6b47efa80241",
    "symbol": "SPOK",
    "name": "Spok Holdings Inc",
    "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": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 64.246,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 11.051,
    "architecture_energy": 17.442,
    "architecture_maturity": 13.018,
    "architecture_confidence": 53.799,
    "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": 55.31,
        "rotation_up": 40.34,
        "upward_expansion": 32.8,
        "deceleration": 42.71,
        "rotation_down": 20.32,
        "downward_expansion": 45.8
      },
      "activity_lines": [
        10.978,
        10.802,
        10.732132,
        10.861929
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 11.52,
    "trend_reference": 11.206099,
    "distance_from_trend": 0.028012,
    "trend_direction": "Weakening",
    "fair_value": 13.064582,
    "distance_from_fair_value": -0.118227,
    "fair_value_direction": "Improving",
    "relative_strength": -19.79913,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.079392,
    "excess_performance": -0.266846,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.028012,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.046739,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.118227,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.067281,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.197991,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.162668,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.079392,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.315579,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 936040,
      "relative_activity": 1.149971,
      "balance": 1.315579,
      "dry_up": 0.960285,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.044195,
      "annualized_volatility": 0.262933,
      "from_high_reference": -0.324535,
      "from_low_reference": 0.191508
    },
    "levels": {
      "trend_reference": 11.206099,
      "fair_value_reference": 13.064582,
      "structural_low": 9.668417,
      "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": -0.002071,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.047655,
        "regime_survival": 0.666667,
        "best_return": 0.154367,
        "worst_return": -0.095188,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.038609,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.082564,
        "regime_survival": 0.2,
        "best_return": 0.169202,
        "worst_return": -0.14432,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.031394,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.127639,
        "regime_survival": 0.5,
        "best_return": 0.071032,
        "worst_return": -0.263018,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.026107,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.019568,
        "regime_survival": 0.333333,
        "best_return": 0.062672,
        "worst_return": -0.198409,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-12",
        "end": "2024-05-03",
        "tenure": "New",
        "return": -0.067445,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-05-10",
        "end": "2024-05-17",
        "tenure": "New",
        "return": 0.05485,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-05-24",
        "end": "2024-06-21",
        "tenure": "Developing",
        "return": -0.056579,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-28",
        "end": "2024-07-12",
        "tenure": "New",
        "return": 0.059419,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-19",
        "end": "2024-11-01",
        "tenure": "Established",
        "return": -0.016515,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.041865,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-10",
        "end": "2025-02-14",
        "tenure": "Developing",
        "return": 0.088803,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-03-28",
        "tenure": "Developing",
        "return": 0.015446,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.062315,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-06",
        "end": "2025-09-19",
        "tenure": "Established",
        "return": 0.074779,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-10",
        "tenure": "New",
        "return": -0.103844,
        "active": false
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      {
        "regime": "rotation_down",
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        "return": -0.123581,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "color": "red",
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        "end": "2026-07-31",
        "tenure": "Extended",
        "return": -0.094014,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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      {
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      {
        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "trend": 11.386773,
        "fair_value": 13.050591,
        "relative_strength": -31.236845,
        "stage": 4,
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        "gate": "down",
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        "energy": 36.357657,
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      },
      {
        "date": "2026-07-17",
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        "volume": 769405,
        "typical_volume": 833182.0,
        "trend": 11.333782,
        "fair_value": 13.064611,
        "relative_strength": -25.857371,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.173154,
        "energy": 31.241498,
        "activity_lines": [
          10.544,
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          10.650439,
          10.915711
        ]
      },
      {
        "date": "2026-07-24",
        "close": 10.59,
        "volume": 631933,
        "typical_volume": 816637.55,
        "trend": 11.278179,
        "fair_value": 13.059226,
        "relative_strength": -24.116098,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.710576,
        "energy": 28.816289,
        "activity_lines": [
          10.56,
          10.590179,
          10.633886,
          10.867725
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      },
      {
        "date": "2026-07-31",
        "close": 10.9,
        "volume": 789187,
        "typical_volume": 811619.45,
        "trend": 11.231648,
        "fair_value": 13.061578,
        "relative_strength": -21.237269,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.934122,
        "energy": 16.392053,
        "activity_lines": [
          10.674,
          10.642,
          10.652909,
          10.843326
        ]
      },
      {
        "date": "2026-08-07",
        "close": 11.52,
        "volume": 936040,
        "typical_volume": 813968.4,
        "trend": 11.206099,
        "fair_value": 13.064582,
        "relative_strength": -19.79913,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 11.050516,
        "energy": 17.442035,
        "activity_lines": [
          10.978,
          10.802,
          10.732132,
          10.861929
        ]
      }
    ],
    "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."
    }
  }
}