{
  "ticker": {
    "uuid": "c106c0d0-65ca-47cd-be55-17f0af0a69c5",
    "symbol": "KISS",
    "name": "Rojukiss International 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": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 69.667,
    "architecture_energy": 54.094,
    "architecture_maturity": 45.668,
    "architecture_confidence": 91.907,
    "architecture_tenure": "Developing",
    "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": 6.45,
        "rotation_up": 59.86,
        "upward_expansion": 83.95,
        "deceleration": 60.83,
        "rotation_down": 22.91,
        "downward_expansion": 8.29
      },
      "activity_lines": [
        3.664,
        3.618545,
        3.451312,
        3.346284
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 3.72,
    "trend_reference": 3.218213,
    "distance_from_trend": 0.155921,
    "trend_direction": "Improving",
    "fair_value": 3.550499,
    "distance_from_fair_value": 0.04774,
    "fair_value_direction": "Improving",
    "relative_strength": 8.328961,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.287162,
    "excess_performance": 0.094837,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.155921,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.095475,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.04774,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.27473,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.08329,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.230557,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.287162,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.585458,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2256100,
      "relative_activity": 0.671522,
      "balance": 1.585458,
      "dry_up": 1.330677,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.056222,
      "annualized_volatility": 0.357073,
      "from_high_reference": -0.015873,
      "from_low_reference": 0.672211
    },
    "levels": {
      "trend_reference": 3.218213,
      "fair_value_reference": 3.550499,
      "structural_low": 2.490791,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.043478,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.012543,
        "regime_survival": 0.555556,
        "best_return": 0.173986,
        "worst_return": -0.278075,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.128731,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.155177,
        "regime_survival": 0.0,
        "best_return": -0.018056,
        "worst_return": -0.370927,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.133526,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.18632,
        "regime_survival": 0.333333,
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        "worst_return": -0.260869,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
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        "worst_return": -0.404,
        "sufficient": false
      }
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        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-06-14",
        "tenure": "New",
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      {
        "regime": "rotation_down",
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      {
        "regime": "deceleration",
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        "regime": "downward_expansion",
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        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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      },
      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 3264310.0,
        "trend": 3.159148,
        "fair_value": 3.562483,
        "relative_strength": 6.072497,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 76.33299,
        "energy": 59.764987,
        "activity_lines": [
          3.6,
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      },
      {
        "date": "2026-07-31",
        "close": 3.68,
        "volume": 3270200,
        "typical_volume": 3300175.0,
        "trend": 3.186113,
        "fair_value": 3.55597,
        "relative_strength": 6.613124,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.781622,
        "energy": 53.808125,
        "activity_lines": [
          3.632,
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          3.408406,
          3.31184
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.72,
        "volume": 2256100,
        "typical_volume": 3359680.0,
        "trend": 3.218213,
        "fair_value": 3.550499,
        "relative_strength": 8.328961,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.666985,
        "energy": 54.093684,
        "activity_lines": [
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          3.346284
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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."
    }
  }
}