{
  "ticker": {
    "uuid": "d4cc756c-628f-4080-bd85-2702f6fb90d9",
    "symbol": "HYLS",
    "name": "FIRST TRUST TACTICAL HIGH YIELD ETF",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "etf"
  },
  "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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 74.175,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 45.82,
    "architecture_energy": 21.277,
    "architecture_maturity": 34.467,
    "architecture_confidence": 67.945,
    "architecture_tenure": "Established",
    "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": 48.03,
        "rotation_up": 44.77,
        "upward_expansion": 75.16,
        "deceleration": 54.68,
        "rotation_down": 20.97,
        "downward_expansion": 4.16
      },
      "activity_lines": [
        40.587989,
        40.55621,
        40.542323,
        40.49951
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.5
    },
    "latest_close": 40.73,
    "trend_reference": 40.493822,
    "distance_from_trend": 0.005832,
    "trend_direction": "Improving",
    "fair_value": 37.821395,
    "distance_from_fair_value": 0.076904,
    "fair_value_direction": "Weakening",
    "relative_strength": -12.022772,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.002793,
    "excess_performance": -0.184661,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.005832,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.000455,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.076904,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.015725,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.120228,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.037911,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.002793,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.810707,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 841431,
      "relative_activity": 0.683778,
      "balance": 0.810707,
      "dry_up": 0.893132,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.022147,
      "annualized_volatility": 0.03492,
      "from_high_reference": -0.028483,
      "from_low_reference": 0.053596
    },
    "levels": {
      "trend_reference": 40.493822,
      "fair_value_reference": 37.821395,
      "structural_low": 39.406868,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": -0.003432,
        "positive_rate": 0.470588,
        "directional_follow_through": 0.470588,
        "median_excess_return": -0.004065,
        "regime_survival": 0.647059,
        "best_return": 0.032352,
        "worst_return": -0.033881,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.006434,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.011616,
        "regime_survival": 0.285714,
        "best_return": 0.080494,
        "worst_return": -0.082702,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.018992,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.041405,
        "regime_survival": 0.0,
        "best_return": 0.0733,
        "worst_return": -0.102364,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.060136,
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        "directional_follow_through": 0.666667,
        "median_excess_return": -0.294847,
        "regime_survival": 0.333333,
        "best_return": 0.071964,
        "worst_return": -0.114605,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
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        "end": "2023-10-20",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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      {
        "regime": "upward_expansion",
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        "tenure": "Established",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
        "return": 0.026181,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-01-31",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "modifier": "Supply rotation",
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        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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      },
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        "date": "2026-07-03",
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      },
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        "fair_value": 37.630621,
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        "stage": 3,
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        "modifier": "Balance after decline",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-17",
        "close": 40.669662,
        "volume": 1112919,
        "typical_volume": 1238632.1,
        "trend": 40.512355,
        "fair_value": 37.678337,
        "relative_strength": -9.633057,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.212985,
        "energy": 6.957336,
        "activity_lines": [
          40.554986,
          40.541958,
          40.510112,
          40.489596
        ]
      },
      {
        "date": "2026-07-24",
        "close": 40.45,
        "volume": 1589130,
        "typical_volume": 1252269.3,
        "trend": 40.505787,
        "fair_value": 37.724911,
        "relative_strength": -8.369994,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 9.265055,
        "energy": 5.21905,
        "activity_lines": [
          40.534128,
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          40.512162,
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      },
      {
        "date": "2026-07-31",
        "close": 40.49,
        "volume": 852740,
        "typical_volume": 1241981.55,
        "trend": 40.498189,
        "fair_value": 37.772812,
        "relative_strength": -8.437081,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 11.152831,
        "energy": 5.070976,
        "activity_lines": [
          40.524682,
          40.520643,
          40.516941,
          40.484554
        ]
      },
      {
        "date": "2026-08-07",
        "close": 40.73,
        "volume": 841431,
        "typical_volume": 1230562.35,
        "trend": 40.493822,
        "fair_value": 37.821395,
        "relative_strength": -12.022772,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 45.819572,
        "energy": 21.277197,
        "activity_lines": [
          40.587989,
          40.55621,
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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."
    }
  }
}