{
  "ticker": {
    "uuid": "c2f3ecaa-4fb7-40bf-b95a-f6239e913a9c",
    "symbol": "KIO",
    "name": "KKR Income Opportunities Fund",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 77.528,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 35.537,
    "architecture_energy": 18.711,
    "architecture_maturity": 55.649,
    "architecture_confidence": 76.768,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 50.06,
        "rotation_up": 30.64,
        "upward_expansion": 58.27,
        "deceleration": 84.49,
        "rotation_down": 30.55,
        "downward_expansion": 19.6
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 11.15,
    "trend_reference": 10.963646,
    "distance_from_trend": 0.016997,
    "trend_direction": "Improving",
    "fair_value": 10.590345,
    "distance_from_fair_value": 0.052846,
    "fair_value_direction": "Weakening",
    "relative_strength": -9.810689,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.005142,
    "excess_performance": -0.120483,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.016997,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.007542,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.052846,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.021065,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.098107,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.003238,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.005142,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.405376,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 0.969864,
      "balance": 1.405376,
      "dry_up": 1.224362,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.021683,
      "annualized_volatility": 0.090437,
      "from_high_reference": -0.038744,
      "from_low_reference": 0.081679
    },
    "levels": {
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      "fair_value_reference": 10.590345,
      "structural_low": 10.308051,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 28,
        "median_return": 0.017157,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
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        "worst_return": -0.052501,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1051869.0,
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        "relative_strength": -7.327711,
        "stage": 3,
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        "direction": 55.81582,
        "energy": 53.371375,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 1007931.2,
        "trend": 10.953081,
        "fair_value": 10.558144,
        "relative_strength": -7.872205,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 47.654743,
        "energy": 32.830126,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 11.01,
        "volume": 1228216,
        "typical_volume": 935782.95,
        "trend": 10.958218,
        "fair_value": 10.574622,
        "relative_strength": -8.213131,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 34.242672,
        "energy": 18.743372,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 11.15,
        "volume": 893192,
        "typical_volume": 920945.85,
        "trend": 10.963646,
        "fair_value": 10.590345,
        "relative_strength": -9.810689,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 35.536586,
        "energy": 18.711123,
        "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."
    }
  }
}