{
  "ticker": {
    "uuid": "a892ce01-875c-491e-96ac-0332fdda212c",
    "symbol": "8354",
    "name": "Koan Hao Technology Co., Ltd.",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 95.187,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 49.002,
    "architecture_energy": 19.427,
    "architecture_maturity": 19.185,
    "architecture_confidence": 76.96,
    "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": 40.05,
        "rotation_up": 36.98,
        "upward_expansion": 54.38,
        "deceleration": 80.12,
        "rotation_down": 28.97,
        "downward_expansion": 22.72
      },
      "activity_lines": [
        16.245792,
        16.20542,
        16.248465,
        16.090852
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 17.700001,
    "trend_reference": 15.878025,
    "distance_from_trend": 0.114748,
    "trend_direction": "Improving",
    "fair_value": 15.043694,
    "distance_from_fair_value": 0.176573,
    "fair_value_direction": "Improving",
    "relative_strength": -19.03031,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.176508,
    "excess_performance": -0.264864,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.114748,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.006991,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.176573,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.014409,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.190303,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.044618,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.176508,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.281582,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2543790,
      "relative_activity": 2.177934,
      "balance": 2.281582,
      "dry_up": 0.726473,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.067616,
      "annualized_volatility": 0.33139,
      "from_high_reference": -0.085944,
      "from_low_reference": 0.294213
    },
    "levels": {
      "trend_reference": 15.878025,
      "fair_value_reference": 15.043694,
      "structural_low": 14.696962,
      "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": 20,
        "median_return": 0.005214,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.009175,
        "regime_survival": 0.5,
        "best_return": 0.138889,
        "worst_return": -0.063492,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.020202,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.021841,
        "regime_survival": 0.666667,
        "best_return": 0.161972,
        "worst_return": -0.030201,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.017214,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.083751,
        "regime_survival": 0.4,
        "best_return": 0.176508,
        "worst_return": -0.044045,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.018803,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.146111,
        "regime_survival": 0.0,
        "best_return": 0.148326,
        "worst_return": 0.013801,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-05-24",
        "end": "2024-07-05",
        "tenure": "Developing",
        "return": 0.037736,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-12",
        "end": "2024-10-11",
        "tenure": "Established",
        "return": 0.044906,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.085227,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-06",
        "end": "2024-12-27",
        "tenure": "New",
        "return": -0.052959,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-03",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": 0.095238,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.04127,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-09-26",
        "tenure": "Established",
        "return": -0.000427,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-10-10",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-01-30",
        "tenure": "Established",
        "return": -0.022152,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-03-13",
        "tenure": "Developing",
        "return": 0.019802,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-04-10",
        "tenure": "New",
        "return": 0.01948,
        "active": false
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        "active": false
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        "return": -0.056886,
        "active": false
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      {
        "regime": "balance",
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        "return": 0.124548,
        "active": true
      }
    ],
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      },
      {
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        "fair_value": 14.96972,
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        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "energy": 14.210396,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
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        "volume": 344799,
        "typical_volume": 1048981.45,
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        "fair_value": 14.985613,
        "relative_strength": -26.987417,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 20.853986,
        "energy": 10.065953,
        "activity_lines": [
          16.087215,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 15.739653,
        "volume": 397574,
        "typical_volume": 1052751.35,
        "trend": 15.833991,
        "fair_value": 15.001555,
        "relative_strength": -24.891469,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 10.98673,
        "energy": 9.237451,
        "activity_lines": [
          15.94488,
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          16.173515,
          16.012684
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.15,
        "volume": 107871,
        "typical_volume": 1045646.55,
        "trend": 15.804405,
        "fair_value": 15.014304,
        "relative_strength": -28.765245,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -19.702198,
        "energy": 24.520829,
        "activity_lines": [
          15.629165,
          15.915007,
          16.089222,
          15.968556
        ]
      },
      {
        "date": "2026-08-14",
        "close": 17.700001,
        "volume": 2543790,
        "typical_volume": 1167983.2,
        "trend": 15.878025,
        "fair_value": 15.043694,
        "relative_strength": -19.03031,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 49.001833,
        "energy": 19.426641,
        "activity_lines": [
          16.245792,
          16.20542,
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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."
    }
  }
}