{
  "ticker": {
    "uuid": "775fc565-6140-4f23-92bc-3309fce34d96",
    "symbol": "TKS",
    "name": "T.K.S. Technologies Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 91.53,
    "architecture_energy": 70.034,
    "architecture_maturity": 55.385,
    "architecture_confidence": 80.636,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 7.14,
        "rotation_up": 72.95,
        "upward_expansion": 86.35,
        "deceleration": 62.42,
        "rotation_down": 18.51,
        "downward_expansion": 10.68
      },
      "activity_lines": [
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        6.942913
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": 0.833333
    },
    "latest_close": 8.15,
    "trend_reference": 6.627788,
    "distance_from_trend": 0.229671,
    "trend_direction": "Improving",
    "fair_value": 6.002112,
    "distance_from_fair_value": 0.357855,
    "fair_value_direction": "Improving",
    "relative_strength": 13.517781,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.346905,
    "excess_performance": 0.15458,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.229671,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.082093,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.357855,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.295055,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.135178,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.159065,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.346905,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.493831,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3423100,
      "relative_activity": 2.914517,
      "balance": 2.493831,
      "dry_up": 1.434398,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.042001,
      "annualized_volatility": 0.273518,
      "from_high_reference": -0.035503,
      "from_low_reference": 0.611251
    },
    "levels": {
      "trend_reference": 6.627788,
      "fair_value_reference": 6.002112,
      "structural_low": 5.672727,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 23,
        "median_return": 0.013889,
        "positive_rate": 0.565217,
        "directional_follow_through": 0.565217,
        "median_excess_return": -0.00441,
        "regime_survival": 0.652174,
        "best_return": 0.189655,
        "worst_return": -0.130682,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
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        "worst_return": -0.111801,
        "sufficient": true
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        "horizon": "Extended",
        "sample_count": 5,
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        "sufficient": true
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        "horizon": "Full cycle",
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-04-17",
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      },
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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        "modifier": "Re-accelerating",
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      },
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      },
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        "date": "2026-06-05",
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      },
      {
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      },
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      },
      {
        "date": "2026-06-26",
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        "modifier": "Early expansion",
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        "energy": 85.458604,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 1281705.0,
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        "fair_value": 5.995789,
        "relative_strength": 1.855874,
        "stage": 2,
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 5.995013,
        "relative_strength": 1.806302,
        "stage": 2,
        "regime": "upward_expansion",
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        "gate": "up",
        "direction": 70.844387,
        "energy": 64.761926,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 1047100,
        "typical_volume": 1082785.0,
        "trend": 6.47603,
        "fair_value": 5.995198,
        "relative_strength": 2.583607,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.943549,
        "energy": 65.774545,
        "activity_lines": [
          7.32,
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          6.952437,
          6.732933
        ]
      },
      {
        "date": "2026-07-24",
        "close": 7.35,
        "volume": 1336900,
        "typical_volume": 1082560.0,
        "trend": 6.514606,
        "fair_value": 5.996346,
        "relative_strength": 0.818052,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.085266,
        "energy": 60.200313,
        "activity_lines": [
          7.34,
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          7.018805,
          6.789318
        ]
      },
      {
        "date": "2026-07-31",
        "close": 7.3,
        "volume": 931700,
        "typical_volume": 1048080.0,
        "trend": 6.554667,
        "fair_value": 5.995836,
        "relative_strength": 1.200509,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.80093,
        "energy": 55.494602,
        "activity_lines": [
          7.34,
          7.303636,
          7.073775,
          6.839988
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.15,
        "volume": 3423100,
        "typical_volume": 1174500.0,
        "trend": 6.627788,
        "fair_value": 6.002112,
        "relative_strength": 13.517781,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 91.529571,
        "energy": 70.033692,
        "activity_lines": [
          7.613333,
          7.461818,
          7.203299,
          6.942913
        ]
      }
    ],
    "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."
    }
  }
}