{
  "ticker": {
    "uuid": "28fcbfad-b8e7-4ef3-8834-ed20c059eed0",
    "symbol": "6026",
    "name": "Grand Fortune Securities 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": 94.645,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 5.417,
    "architecture_energy": 15.725,
    "architecture_maturity": 13.24,
    "architecture_confidence": 76.192,
    "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": 52.58,
        "rotation_up": 19.39,
        "upward_expansion": 43.29,
        "deceleration": 79.39,
        "rotation_down": 43.03,
        "downward_expansion": 37.29
      },
      "activity_lines": [
        14.31,
        14.659087,
        14.892962,
        14.632662
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 14.65,
    "trend_reference": 14.256237,
    "distance_from_trend": 0.02762,
    "trend_direction": "Improving",
    "fair_value": 11.3664,
    "distance_from_fair_value": 0.288887,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.974006,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.105215,
    "excess_performance": -0.336157,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.02762,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.088058,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.288887,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.00242,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.16974,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.003005,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.105215,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.173017,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 5929527,
      "relative_activity": 0.390274,
      "balance": 1.173017,
      "dry_up": 0.411126,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.088189,
      "annualized_volatility": 0.414076,
      "from_high_reference": -0.183102,
      "from_low_reference": 0.425924
    },
    "levels": {
      "trend_reference": 14.256237,
      "fair_value_reference": 11.3664,
      "structural_low": 11.925223,
      "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": 10,
        "median_return": 0.006531,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.031964,
        "regime_survival": 0.3,
        "best_return": 0.138756,
        "worst_return": -0.134921,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.022108,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.094559,
        "regime_survival": 0.166667,
        "best_return": 0.29321,
        "worst_return": -0.208995,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.013875,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.044672,
        "regime_survival": 0.0,
        "best_return": 0.192488,
        "worst_return": -0.073529,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.078361,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.009554,
        "regime_survival": 0.0,
        "best_return": 0.192488,
        "worst_return": -0.126161,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-26",
        "tenure": "New",
        "return": -0.067588,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-09-13",
        "tenure": "Developing",
        "return": -0.022472,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-20",
        "end": "2025-02-28",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-04-04",
        "tenure": "Developing",
        "return": 0.015326,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-05-30",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "deceleration",
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      {
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      {
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        "active": true
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      {
        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-24",
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-31",
        "close": 14.1,
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        "typical_volume": 15774923.15,
        "trend": 14.134198,
        "fair_value": 11.316735,
        "relative_strength": -16.08858,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 13.894504,
        "energy": 17.438849,
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      },
      {
        "date": "2026-08-07",
        "close": 14.1,
        "volume": 4543585,
        "typical_volume": 15236373.9,
        "trend": 14.200575,
        "fair_value": 11.339681,
        "relative_strength": -17.709602,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 2.853576,
        "energy": 18.702244,
        "activity_lines": [
          14.246667,
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        ]
      },
      {
        "date": "2026-08-14",
        "close": 14.65,
        "volume": 5929527,
        "typical_volume": 15193237.25,
        "trend": 14.256237,
        "fair_value": 11.3664,
        "relative_strength": -16.974006,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 5.417461,
        "energy": 15.725315,
        "activity_lines": [
          14.31,
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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."
    }
  }
}