{
  "ticker": {
    "uuid": "3f948066-b33e-4e43-b0d2-1df83649ff8a",
    "symbol": "4571",
    "name": "Khgears International Limited",
    "exchange": "TAI",
    "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": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 56.223,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -16.501,
    "architecture_energy": 17.586,
    "architecture_maturity": 11.261,
    "architecture_confidence": 82.348,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 47.28,
        "rotation_up": 21.86,
        "upward_expansion": 14.59,
        "deceleration": 64.64,
        "rotation_down": 48.76,
        "downward_expansion": 41.93
      },
      "activity_lines": [
        161.4,
        161.999612,
        171.155865,
        170.876016
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 167.5,
    "trend_reference": 170.548277,
    "distance_from_trend": -0.017873,
    "trend_direction": "Improving",
    "fair_value": 140.128618,
    "distance_from_fair_value": 0.19533,
    "fair_value_direction": "Weakening",
    "relative_strength": -29.560727,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.008145,
    "excess_performance": -0.449517,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.017873,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.011067,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.19533,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.364224,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.295607,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.130732,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.008145,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.824013,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1969249,
      "relative_activity": 0.616606,
      "balance": 0.824013,
      "dry_up": 0.473003,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.122443,
      "annualized_volatility": 0.479351,
      "from_high_reference": -0.285372,
      "from_low_reference": 0.209386
    },
    "levels": {
      "trend_reference": 170.548277,
      "fair_value_reference": 140.128618,
      "structural_low": 138.5,
      "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": 5,
        "median_return": -0.012121,
        "positive_rate": 0.2,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.03018,
        "regime_survival": 0.4,
        "best_return": 0.009887,
        "worst_return": -0.061162,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.042424,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.032339,
        "regime_survival": 0.0,
        "best_return": 0.06011,
        "worst_return": -0.027435,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.174211,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.174297,
        "regime_survival": 0.0,
        "best_return": 0.181818,
        "worst_return": 0.082196,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.314019,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.164063,
        "regime_survival": 0.0,
        "best_return": 0.65627,
        "worst_return": -0.028232,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.252537,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": 0.107143,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-22",
        "end": "2025-09-12",
        "tenure": "New",
        "return": -0.062015,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-19",
        "end": "2025-09-26",
        "tenure": "New",
        "return": -0.039106,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-03",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.067055,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-28",
        "end": "2025-12-12",
        "tenure": "New",
        "return": -0.012121,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-01-16",
        "tenure": "Developing",
        "return": 0.107936,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.1,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-06",
        "end": "2026-03-06",
        "tenure": "New",
        "return": -0.011494,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-04-03",
        "tenure": "New",
        "return": -0.094512,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-10",
        "end": "2026-04-24",
        "tenure": "New",
        "return": 0.113636,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-01",
        "end": "2026-05-08",
        "tenure": "New",
        "return": 0.064426,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "start": "2026-05-15",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.260203,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-31",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.135593,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-11",
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        "typical_volume": 114641.7,
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "stage": 3,
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        "modifier": "Established expansion",
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      },
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        "date": "2026-07-17",
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        "relative_strength": -34.543361,
        "stage": 3,
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-24",
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        "volume": 738040,
        "typical_volume": 3118387.4,
        "trend": 170.248613,
        "fair_value": 138.294173,
        "relative_strength": -35.448541,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "mixed",
        "direction": -27.924433,
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      },
      {
        "date": "2026-07-31",
        "close": 147.5,
        "volume": 1274117,
        "typical_volume": 3105870.7,
        "trend": 169.891964,
        "fair_value": 138.807709,
        "relative_strength": -35.55761,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.631273,
        "energy": 48.167987,
        "activity_lines": [
          153.633333,
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      },
      {
        "date": "2026-08-07",
        "close": 171.5,
        "volume": 2061090,
        "typical_volume": 3146374.35,
        "trend": 170.286787,
        "fair_value": 139.477448,
        "relative_strength": -26.177776,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -19.878236,
        "energy": 31.138136,
        "activity_lines": [
          158.1,
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          171.564734,
          171.055809
        ]
      },
      {
        "date": "2026-08-14",
        "close": 167.5,
        "volume": 1969249,
        "typical_volume": 3193688.5,
        "trend": 170.548277,
        "fair_value": 140.128618,
        "relative_strength": -29.560727,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -16.501479,
        "energy": 17.585912,
        "activity_lines": [
          161.4,
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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."
    }
  }
}