{
  "ticker": {
    "uuid": "16364701-10d4-4ee3-9e14-5d0de0c75815",
    "symbol": "4582",
    "name": "Hengs Technology Co., Ltd.",
    "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": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "down",
    "architecture_direction": -41.304,
    "architecture_energy": 18.959,
    "architecture_maturity": 18.879,
    "architecture_confidence": 57.844,
    "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": 51.37,
        "rotation_up": 27.24,
        "upward_expansion": 19.22,
        "deceleration": 34.18,
        "rotation_down": 29.1,
        "downward_expansion": 53.22
      },
      "activity_lines": [
        27.356667,
        27.165454,
        27.572619,
        28.380537
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 25.5,
    "trend_reference": 28.655,
    "distance_from_trend": -0.110103,
    "trend_direction": "Improving",
    "fair_value": 25.60356,
    "distance_from_fair_value": -0.004045,
    "fair_value_direction": "Weakening",
    "relative_strength": -23.998299,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.15,
    "excess_performance": -0.591372,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.110103,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.103035,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.004045,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.240202,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.239983,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.211407,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.15,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.962255,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2061233,
      "relative_activity": 1.388685,
      "balance": 1.962255,
      "dry_up": 0.756665,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.138009,
      "annualized_volatility": 0.621159,
      "from_high_reference": -0.449244,
      "from_low_reference": 0.531532
    },
    "levels": {
      "trend_reference": 28.655,
      "fair_value_reference": 25.60356,
      "structural_low": 22.0,
      "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": 23,
        "median_return": -0.026846,
        "positive_rate": 0.173913,
        "directional_follow_through": 0.173913,
        "median_excess_return": -0.05675,
        "regime_survival": 0.521739,
        "best_return": 0.302326,
        "worst_return": -0.262357,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.05687,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.12492,
        "regime_survival": 0.25,
        "best_return": 0.446512,
        "worst_return": -0.17209,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.059327,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.168473,
        "regime_survival": 0.125,
        "best_return": 0.223256,
        "worst_return": -0.324155,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.185949,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.452161,
        "regime_survival": 0.25,
        "best_return": 0.190473,
        "worst_return": -0.372707,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2024-07-19",
        "tenure": "Developing",
        "return": 0.023372,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-26",
        "end": "2024-10-18",
        "tenure": "Established",
        "return": -0.044828,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-25",
        "end": "2025-06-13",
        "tenure": "Extended",
        "return": -0.235622,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": -0.053477,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-25",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.118132,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-10-03",
        "tenure": "New",
        "return": -0.046154,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-10",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.068493,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-01-09",
        "tenure": "New",
        "return": -0.034884,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": 0.01199,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-30",
        "end": "2026-05-22",
        "tenure": "Established",
        "return": -0.1375,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-06-19",
        "tenure": "New",
        "return": 0.057769,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "color": "orange",
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        "end": "2026-07-03",
        "tenure": "New",
        "return": 0.118852,
        "active": false
      },
      {
        "regime": "deceleration",
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        "end": "2026-07-17",
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        "return": 0.057034,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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        "tenure": "New",
        "return": -0.105263,
        "active": true
      }
    ],
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      },
      {
        "date": "2026-05-01",
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        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
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        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
        "close": 28.5,
        "volume": 927255,
        "typical_volume": 1396237.7,
        "trend": 27.985,
        "fair_value": 25.769621,
        "relative_strength": -11.94931,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -5.733152,
        "energy": 8.030332,
        "activity_lines": [
          27.439999,
          26.739999,
          28.117619,
          28.566236
        ]
      },
      {
        "date": "2026-07-31",
        "close": 27.35,
        "volume": 743000,
        "typical_volume": 1405446.2,
        "trend": 28.246666,
        "fair_value": 25.71541,
        "relative_strength": -14.131434,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.582688,
        "energy": 7.422896,
        "activity_lines": [
          27.603333,
          26.956363,
          27.924524,
          28.525269
        ]
      },
      {
        "date": "2026-08-07",
        "close": 29.0,
        "volume": 761001,
        "typical_volume": 1406218.85,
        "trend": 28.496666,
        "fair_value": 25.667485,
        "relative_strength": -10.972819,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 4.598143,
        "energy": 10.243005,
        "activity_lines": [
          28.12,
          27.414545,
          27.909762,
          28.573871
        ]
      },
      {
        "date": "2026-08-14",
        "close": 25.5,
        "volume": 2061233,
        "typical_volume": 1484305.75,
        "trend": 28.655,
        "fair_value": 25.60356,
        "relative_strength": -23.998299,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -41.303808,
        "energy": 18.959228,
        "activity_lines": [
          27.356667,
          27.165454,
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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."
    }
  }
}