{
  "ticker": {
    "uuid": "3b17468a-ee37-40f4-8744-9586a5100013",
    "symbol": "504",
    "name": "HS Optimus Holdings Limited",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": -8.044,
    "architecture_energy": 21.079,
    "architecture_maturity": 51.122,
    "architecture_confidence": 81.255,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 56.0,
        "rotation_up": 14.33,
        "upward_expansion": 42.12,
        "deceleration": 85.65,
        "rotation_down": 40.05,
        "downward_expansion": 31.45
      },
      "activity_lines": [
        0.005667,
        0.006145,
        0.006381,
        0.005983
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 0.005,
    "trend_reference": 0.0053,
    "distance_from_trend": -0.056604,
    "trend_direction": "Improving",
    "fair_value": 0.003006,
    "distance_from_fair_value": 0.663113,
    "fair_value_direction": "Weakening",
    "relative_strength": 3.265626,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.666667,
    "excess_performance": 0.511832,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.056604,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.272,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.663113,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.936887,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.032656,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -1.126352,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.666667,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.177549,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5253700,
      "relative_activity": 0.157939,
      "balance": 0.177549,
      "dry_up": 0.506443,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.215385,
      "annualized_volatility": 1.153848,
      "from_high_reference": -0.375,
      "from_low_reference": 4.0
    },
    "levels": {
      "trend_reference": 0.0053,
      "fair_value_reference": 0.003006,
      "structural_low": 0.002,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": 0.0,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.00713,
        "regime_survival": 0.5,
        "best_return": 0.333333,
        "worst_return": -0.333333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.0,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.041829,
        "regime_survival": 0.0,
        "best_return": 1.0,
        "worst_return": -0.333333,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.333333,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.191955,
        "regime_survival": 0.5,
        "best_return": 1.0,
        "worst_return": -0.333333,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.0,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.228417,
        "regime_survival": 0.0,
        "best_return": 0.0,
        "worst_return": 0.0,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-27",
        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-18",
        "end": "2024-11-22",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-29",
        "end": "2025-01-17",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-28",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-06-06",
        "tenure": "Developing",
        "return": 1.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-13",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.333333,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-18",
        "end": "2025-10-31",
        "tenure": "Established",
        "return": 0.5,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-07",
        "end": "2026-01-16",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-23",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": 0.333333,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-27",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.4,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-04-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-17",
        "end": "2026-07-10",
        "tenure": "Established",
        "return": 0.2,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-17",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.166667,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 3481165.0,
        "trend": 0.0028,
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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      },
      {
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      },
      {
        "date": "2023-09-15",
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      },
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        "date": "2026-05-22",
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        "date": "2026-06-19",
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      },
      {
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        "energy": 47.689035,
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      },
      {
        "date": "2026-07-03",
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        "volume": 2300400,
        "typical_volume": 48399395.0,
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        "fair_value": 0.002904,
        "relative_strength": 66.810743,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 57.565645,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 45887550.0,
        "trend": 0.004967,
        "fair_value": 0.002929,
        "relative_strength": 35.124857,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 42.384946,
        "energy": 32.630797,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 0.006,
        "volume": 40646900,
        "typical_volume": 38028645.0,
        "trend": 0.005033,
        "fair_value": 0.002949,
        "relative_strength": 32.224654,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.91291,
        "energy": 22.117641,
        "activity_lines": [
          0.006467,
          0.006764,
          0.006476,
          0.00588
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.006,
        "volume": 15222800,
        "typical_volume": 33951620.0,
        "trend": 0.005133,
        "fair_value": 0.002974,
        "relative_strength": 29.242221,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.957823,
        "energy": 23.644963,
        "activity_lines": [
          0.0062,
          0.0066,
          0.006486,
          0.005942
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.006,
        "volume": 6262100,
        "typical_volume": 34001460.0,
        "trend": 0.005233,
        "fair_value": 0.002994,
        "relative_strength": 27.306934,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 13.402333,
        "energy": 19.067268,
        "activity_lines": [
          0.006067,
          0.006455,
          0.006486,
          0.005998
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.005,
        "volume": 5253700,
        "typical_volume": 33264110.0,
        "trend": 0.0053,
        "fair_value": 0.003006,
        "relative_strength": 3.265626,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -8.043985,
        "energy": 21.078793,
        "activity_lines": [
          0.005667,
          0.006145,
          0.006381,
          0.005983
        ]
      }
    ],
    "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."
    }
  }
}