{
  "ticker": {
    "uuid": "1841ad9c-2b15-4a21-b146-f4a242e72b4c",
    "symbol": "AMKR",
    "name": "Amkor Technology Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "2026-08-07",
    "benchmark": "QQQ",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 83.171,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": -23.173,
    "architecture_energy": 29.33,
    "architecture_maturity": 14.611,
    "architecture_confidence": 49.251,
    "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": 46.17,
        "rotation_up": 14.43,
        "upward_expansion": 15.85,
        "deceleration": 63.04,
        "rotation_down": 63.63,
        "downward_expansion": 43.19
      },
      "activity_lines": [
        57.804,
        64.538727,
        67.76572,
        64.785021
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 55.27,
    "trend_reference": 60.168456,
    "distance_from_trend": -0.081412,
    "trend_direction": "Improving",
    "fair_value": 33.763445,
    "distance_from_fair_value": 0.636978,
    "fair_value_direction": "Weakening",
    "relative_strength": 1.402341,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.123245,
    "excess_performance": -0.064209,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.081412,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.19373,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.636978,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.899732,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.014023,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.760579,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.123245,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.764845,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 22011277,
      "relative_activity": 0.861031,
      "balance": 0.764845,
      "dry_up": 1.218076,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.25509,
      "annualized_volatility": 0.836104,
      "from_high_reference": -0.42832,
      "from_low_reference": 1.451265
    },
    "levels": {
      "trend_reference": 60.168456,
      "fair_value_reference": 33.763445,
      "structural_low": 40.094239,
      "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": 0.054856,
        "positive_rate": 0.7,
        "directional_follow_through": 0.7,
        "median_excess_return": 0.037701,
        "regime_survival": 0.3,
        "best_return": 0.3125,
        "worst_return": -0.197443,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.395335,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.250956,
        "regime_survival": 0.0,
        "best_return": 0.409145,
        "worst_return": 0.010653,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.177615,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.136346,
        "regime_survival": 0.0,
        "best_return": 1.014255,
        "worst_return": -0.071521,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.501699,
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        "best_return": 3.525404,
        "worst_return": 0.177241,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
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        "end": "2024-04-12",
        "tenure": "Developing",
        "return": 0.03584,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": -0.005474,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-08-16",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-11",
        "end": "2025-06-13",
        "tenure": "Extended",
        "return": -0.339153,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-07-04",
        "tenure": "New",
        "return": 0.102679,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "Developing",
        "return": 0.102013,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
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      {
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        "regime": "balance",
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      },
      {
        "date": "2026-07-17",
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        "fair_value": 33.186645,
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        "direction": 27.414012,
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      },
      {
        "date": "2026-07-24",
        "close": 64.96,
        "volume": 21896013,
        "typical_volume": 23366214.6,
        "trend": 59.827533,
        "fair_value": 33.422149,
        "relative_strength": 28.221187,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 21.949033,
        "energy": 19.477945,
        "activity_lines": [
          67.066,
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      },
      {
        "date": "2026-07-31",
        "close": 49.87,
        "volume": 59552121,
        "typical_volume": 25390014.75,
        "trend": 60.063673,
        "fair_value": 33.569596,
        "relative_strength": -2.944268,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -12.778621,
        "energy": 22.455929,
        "activity_lines": [
          60.573333,
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      },
      {
        "date": "2026-08-07",
        "close": 55.27,
        "volume": 22011277,
        "typical_volume": 25563870.5,
        "trend": 60.168456,
        "fair_value": 33.763445,
        "relative_strength": 1.402341,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.17312,
        "energy": 29.330323,
        "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."
    }
  }
}