{
  "ticker": {
    "uuid": "70208836-bd23-4dac-8278-fd99f5c03b9f",
    "symbol": "SFT",
    "name": "Shrinkflex (Thailand) 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -65.499,
    "architecture_energy": 60.938,
    "architecture_maturity": 100.0,
    "architecture_confidence": 93.369,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 10.65,
        "rotation_up": 29.12,
        "upward_expansion": 11.7,
        "deceleration": 60.98,
        "rotation_down": 52.08,
        "downward_expansion": 85.03
      },
      "activity_lines": [
        1.404,
        1.411636,
        1.462667,
        1.526083
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 1.4,
    "trend_reference": 1.627011,
    "distance_from_trend": -0.139526,
    "trend_direction": "Weakening",
    "fair_value": 2.696013,
    "distance_from_fair_value": -0.480715,
    "fair_value_direction": "Weakening",
    "relative_strength": -34.922684,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.285796,
    "excess_performance": -0.478121,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.139526,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.11592,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.480715,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.035744,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.349227,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.032233,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.285796,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.927174,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 232000,
      "relative_activity": 1.414634,
      "balance": 0.927174,
      "dry_up": 1.370274,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.040659,
      "annualized_volatility": 0.14486,
      "from_high_reference": -0.366532,
      "from_low_reference": 0.052632
    },
    "levels": {
      "trend_reference": 1.627011,
      "fair_value_reference": 2.696013,
      "structural_low": 1.33,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 37,
        "median_return": -0.019608,
        "positive_rate": 0.351351,
        "directional_follow_through": 0.621622,
        "median_excess_return": -0.00182,
        "regime_survival": 0.837838,
        "best_return": 0.173267,
        "worst_return": -0.223529,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.016724,
        "positive_rate": 0.25,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.00896,
        "regime_survival": 0.666667,
        "best_return": 0.216211,
        "worst_return": -0.4,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.097265,
        "positive_rate": 0.0,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.037733,
        "regime_survival": 0.333333,
        "best_return": 0.0,
        "worst_return": -0.270274,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.258628,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.16386,
        "regime_survival": 1.0,
        "best_return": -0.028357,
        "worst_return": -0.353399,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-01-13",
        "end": "2023-02-03",
        "tenure": "New",
        "return": 0.020576,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-02-10",
        "end": "2023-04-14",
        "tenure": "Developing",
        "return": -0.039165,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-04-21",
        "end": "2023-07-21",
        "tenure": "Established",
        "return": -0.004444,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2023-09-29",
        "tenure": "Developing",
        "return": -0.075221,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-06",
        "end": "2024-03-22",
        "tenure": "Established",
        "return": -0.027398,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-29",
        "end": "2024-04-26",
        "tenure": "Developing",
        "return": -0.025,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-03",
        "end": "2024-10-04",
        "tenure": "Established",
        "return": -0.071795,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-11-08",
        "tenure": "Developing",
        "return": -0.054348,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-11-22",
        "tenure": "New",
        "return": -0.041177,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-16",
        "tenure": "Established",
        "return": -0.258311,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-11-07",
        "tenure": "Established",
        "return": -0.145161,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "return": 0.027777,
        "active": false
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      {
        "regime": "balance",
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      },
      {
        "regime": "downward_expansion",
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        "return": -0.278725,
        "active": true
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    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "relative_strength": -30.481442,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 68.911743,
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      },
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        "date": "2026-04-24",
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        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "date": "2026-05-29",
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        "volume": 216900,
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        "date": "2026-06-05",
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        "trend": 1.822441,
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        "relative_strength": -36.828673,
        "stage": 4,
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        "date": "2026-06-12",
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        "trend": 1.80159,
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      },
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        "date": "2026-06-26",
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        "gate": "down",
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        "energy": 90.620321,
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          1.639108
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 2.785575,
        "relative_strength": -38.292781,
        "stage": 4,
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      },
      {
        "date": "2026-07-10",
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        "volume": 406600,
        "typical_volume": 198270.0,
        "trend": 1.707754,
        "fair_value": 2.767959,
        "relative_strength": -38.18983,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -76.32699,
        "energy": 88.289192,
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          1.414667,
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      },
      {
        "date": "2026-07-17",
        "close": 1.42,
        "volume": 474200,
        "typical_volume": 167235.0,
        "trend": 1.685903,
        "fair_value": 2.750233,
        "relative_strength": -37.168342,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.466299,
        "energy": 66.383536,
        "activity_lines": [
          1.414,
          1.435818,
          1.505183,
          1.576852
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.42,
        "volume": 138800,
        "typical_volume": 166765.0,
        "trend": 1.666615,
        "fair_value": 2.732266,
        "relative_strength": -36.616691,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.498931,
        "energy": 64.556189,
        "activity_lines": [
          1.415333,
          1.428364,
          1.491046,
          1.559697
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.39,
        "volume": 53900,
        "typical_volume": 164485.0,
        "trend": 1.644404,
        "fair_value": 2.713988,
        "relative_strength": -36.523739,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.018347,
        "energy": 65.646959,
        "activity_lines": [
          1.406667,
          1.418182,
          1.475571,
          1.541851
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.4,
        "volume": 232000,
        "typical_volume": 164000.0,
        "trend": 1.627011,
        "fair_value": 2.696013,
        "relative_strength": -34.922684,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.498889,
        "energy": 60.938472,
        "activity_lines": [
          1.404,
          1.411636,
          1.462667,
          1.526083
        ]
      }
    ],
    "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."
    }
  }
}