{
  "ticker": {
    "uuid": "93fd11d2-5eab-4291-9a3e-c69bd1eeabe2",
    "symbol": "RS",
    "name": "RS 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": -66.237,
    "architecture_energy": 63.123,
    "architecture_maturity": 39.736,
    "architecture_confidence": 96,
    "architecture_tenure": "Developing",
    "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": 6.06,
        "rotation_up": 19.51,
        "upward_expansion": 12.43,
        "deceleration": 42.95,
        "rotation_down": 66.69,
        "downward_expansion": 90.43
      },
      "activity_lines": [
        0.120667,
        0.125273,
        0.138429,
        0.147785
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -1.0
    },
    "latest_close": 0.12,
    "trend_reference": 0.157667,
    "distance_from_trend": -0.238901,
    "trend_direction": "Weakening",
    "fair_value": 3.180783,
    "distance_from_fair_value": -0.962273,
    "fair_value_direction": "Weakening",
    "relative_strength": -46.586,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.294118,
    "excess_performance": -0.486443,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.238901,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.124074,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.962273,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.007691,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.46586,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.108658,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.294118,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.005604,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6077300,
      "relative_activity": 0.257956,
      "balance": 0.005604,
      "dry_up": 0.451421,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.147436,
      "annualized_volatility": 0.705847,
      "from_high_reference": -0.657143,
      "from_low_reference": 0.090909
    },
    "levels": {
      "trend_reference": 0.157667,
      "fair_value_reference": 3.180783,
      "structural_low": 0.11,
      "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": 43,
        "median_return": -0.018987,
        "positive_rate": 0.348837,
        "directional_follow_through": 0.534884,
        "median_excess_return": -0.030641,
        "regime_survival": 0.837209,
        "best_return": 0.177143,
        "worst_return": -0.801852,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
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        "positive_rate": 0.428571,
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        "worst_return": -0.885455,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
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        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
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        "regime_survival": 0.5,
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        "worst_return": -0.950427,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.965812,
        "sufficient": false
      }
    ],
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        "regime": "balance",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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      {
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 26244675.0,
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        "stage": 4,
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        "modifier": "Early contraction",
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        "direction": -72.666077,
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      },
      {
        "date": "2026-07-24",
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        "volume": 6149600,
        "typical_volume": 25508985.0,
        "trend": 0.162667,
        "fair_value": 3.267706,
        "relative_strength": -49.537751,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -68.545583,
        "energy": 71.647923,
        "activity_lines": [
          0.124667,
          0.129818,
          0.145333,
          0.153118
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      },
      {
        "date": "2026-07-31",
        "close": 0.12,
        "volume": 2167600,
        "typical_volume": 24736375.0,
        "trend": 0.16,
        "fair_value": 3.223937,
        "relative_strength": -48.17617,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.709218,
        "energy": 67.234691,
        "activity_lines": [
          0.122,
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          0.141762,
          0.150366
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.12,
        "volume": 6077300,
        "typical_volume": 23559430.0,
        "trend": 0.157667,
        "fair_value": 3.180783,
        "relative_strength": -46.586,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.236895,
        "energy": 63.122925,
        "activity_lines": [
          0.120667,
          0.125273,
          0.138429,
          0.147785
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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."
    }
  }
}