{
  "ticker": {
    "uuid": "2e4d98f5-9e42-4cc4-b68e-26e2d6b0ef5f",
    "symbol": "SFLEX",
    "name": "Starflex 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 59.041,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "down",
    "architecture_direction": -0.078,
    "architecture_energy": 22.659,
    "architecture_maturity": 6.669,
    "architecture_confidence": 47.307,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 50.1,
        "rotation_up": 42.52,
        "upward_expansion": 41.76,
        "deceleration": 25.12,
        "rotation_down": 16.23,
        "downward_expansion": 45.43
      },
      "activity_lines": [
        2.986667,
        2.967636,
        2.919143,
        2.947396
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 2.98,
    "trend_reference": 3.005126,
    "distance_from_trend": -0.008361,
    "trend_direction": "Improving",
    "fair_value": 2.922247,
    "distance_from_fair_value": 0.019763,
    "fair_value_direction": "Improving",
    "relative_strength": -11.497789,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.071471,
    "excess_performance": -0.263797,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.008361,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.009953,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.019763,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.065333,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.114978,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.035665,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.071471,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.516311,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1136600,
      "relative_activity": 0.401351,
      "balance": 1.516311,
      "dry_up": 1.077435,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.031492,
      "annualized_volatility": 0.195479,
      "from_high_reference": -0.154468,
      "from_low_reference": 0.210801
    },
    "levels": {
      "trend_reference": 3.005126,
      "fair_value_reference": 2.922247,
      "structural_low": 2.74,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": -0.009593,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.012568,
        "regime_survival": 0.333333,
        "best_return": 0.061644,
        "worst_return": -0.122222,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.032707,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.034653,
        "regime_survival": 0.0,
        "best_return": 0.113176,
        "worst_return": -0.06536,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.066937,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.260867,
        "regime_survival": 0.0,
        "best_return": 0.087232,
        "worst_return": -0.242571,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.119178,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.04672,
        "regime_survival": 0.0,
        "best_return": -0.067982,
        "worst_return": -0.170374,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-10-25",
        "end": "2024-11-22",
        "tenure": "Developing",
        "return": 0.025974,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-03-14",
        "tenure": "Established",
        "return": 0.019674,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-21",
        "end": "2025-04-04",
        "tenure": "New",
        "return": 0.020408,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-04-11",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.013072,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-16",
        "end": "2025-05-30",
        "tenure": "New",
        "return": -0.051948,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-06-06",
        "end": "2025-08-29",
        "tenure": "Established",
        "return": 0.007512,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-10-03",
        "tenure": "Developing",
        "return": -0.021583,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-10",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.075188,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-12-12",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.047945,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-02",
        "end": "2026-03-20",
        "tenure": "Developing",
        "return": 0.002833,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-27",
        "end": "2026-04-24",
        "tenure": "Developing",
        "return": -0.089744,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-01",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": -0.054422,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-12",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 0.086957,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.006667,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 3.628815,
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        "typical_volume": 20579680.0,
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      },
      {
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      },
      {
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      },
      {
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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      },
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      },
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      },
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      },
      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-04-24",
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      },
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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": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -19.450505,
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      },
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      },
      {
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      },
      {
        "date": "2026-06-26",
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        "direction": -35.856946,
        "energy": 23.116218,
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 2.945834,
        "relative_strength": -13.837851,
        "stage": 3,
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        "modifier": "Early contraction",
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        "direction": -28.920123,
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      },
      {
        "date": "2026-07-10",
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        "volume": 4472200,
        "typical_volume": 3978320.0,
        "trend": 3.009437,
        "fair_value": 2.939982,
        "relative_strength": -13.358195,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -12.174821,
        "energy": 24.499802,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 3.0,
        "volume": 8034100,
        "typical_volume": 3741410.0,
        "trend": 3.011646,
        "fair_value": 2.934483,
        "relative_strength": -13.312493,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": 2.705838,
        "energy": 23.290427,
        "activity_lines": [
          2.977333,
          2.919273,
          2.900804,
          2.951938
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.0,
        "volume": 1852000,
        "typical_volume": 3494800.0,
        "trend": 3.01123,
        "fair_value": 2.92921,
        "relative_strength": -13.160431,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "down",
        "direction": 3.838422,
        "energy": 22.259043,
        "activity_lines": [
          2.989333,
          2.941091,
          2.907048,
          2.951186
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.98,
        "volume": 1182200,
        "typical_volume": 3094145.0,
        "trend": 3.007522,
        "fair_value": 2.924147,
        "relative_strength": -12.395636,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "down",
        "direction": 1.61891,
        "energy": 19.818352,
        "activity_lines": [
          2.988,
          2.955636,
          2.912571,
          2.949171
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.98,
        "volume": 1136600,
        "typical_volume": 2831935.0,
        "trend": 3.005126,
        "fair_value": 2.922247,
        "relative_strength": -11.497789,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "down",
        "direction": -0.078103,
        "energy": 22.658835,
        "activity_lines": [
          2.986667,
          2.967636,
          2.919143,
          2.947396
        ]
      }
    ],
    "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."
    }
  }
}