{
  "ticker": {
    "uuid": "7e85bcc2-1a39-4f9d-9d30-3317b8dda47e",
    "symbol": "5410",
    "name": "Leo Systems, Inc.",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 92.557,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 4.432,
    "architecture_energy": 19.787,
    "architecture_maturity": 62.716,
    "architecture_confidence": 72.543,
    "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": 55.57,
        "rotation_up": 15.25,
        "upward_expansion": 41.56,
        "deceleration": 87.68,
        "rotation_down": 46.99,
        "downward_expansion": 37.89
      },
      "activity_lines": [
        35.007379,
        36.923654,
        37.153408,
        35.573417
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 35.700001,
    "trend_reference": 33.429231,
    "distance_from_trend": 0.067928,
    "trend_direction": "Improving",
    "fair_value": 29.900027,
    "distance_from_fair_value": 0.193979,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.612577,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.273019,
    "excess_performance": -0.168353,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.067928,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.104455,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.193979,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.006419,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.206126,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.006443,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.273019,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.659938,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2320768,
      "relative_activity": 0.478256,
      "balance": 1.659938,
      "dry_up": 0.591989,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.107201,
      "annualized_volatility": 0.401652,
      "from_high_reference": -0.238234,
      "from_low_reference": 0.369529
    },
    "levels": {
      "trend_reference": 33.429231,
      "fair_value_reference": 29.900027,
      "structural_low": 27.38484,
      "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": 11,
        "median_return": 0.0,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.048439,
        "regime_survival": 0.454545,
        "best_return": 0.10625,
        "worst_return": -0.074965,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.025896,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.126388,
        "regime_survival": 0.2,
        "best_return": 0.121875,
        "worst_return": -0.073611,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.055227,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.17918,
        "regime_survival": 0.0,
        "best_return": 0.354237,
        "worst_return": -0.133333,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.12455,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.036448,
        "regime_survival": 0.333333,
        "best_return": 0.374365,
        "worst_return": -0.182411,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-04-18",
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        "return": 0.084291,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-09",
        "tenure": "New",
        "return": -0.029126,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-06-20",
        "tenure": "Developing",
        "return": -0.081433,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.040043,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.049285,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.022034,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "active": false
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        "return": -0.037157,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "return": 0.024834,
        "active": false
      },
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        "regime": "balance",
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        "active": false
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      },
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      },
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      },
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
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      },
      {
        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 4318198.05,
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        "fair_value": 29.653082,
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      },
      {
        "date": "2026-07-17",
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        "volume": 5610939,
        "typical_volume": 4554209.65,
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        "fair_value": 29.708936,
        "relative_strength": -19.918435,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 44.119953,
        "energy": 39.043672,
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      },
      {
        "date": "2026-07-24",
        "close": 34.631001,
        "volume": 1659271,
        "typical_volume": 4536498.5,
        "trend": 32.79907,
        "fair_value": 29.760068,
        "relative_strength": -20.609694,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 33.736239,
        "energy": 21.423274,
        "activity_lines": [
          37.629844,
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          37.177687,
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      },
      {
        "date": "2026-07-31",
        "close": 35.0,
        "volume": 4209083,
        "typical_volume": 4679353.55,
        "trend": 33.015266,
        "fair_value": 29.813332,
        "relative_strength": -18.300445,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 23.056135,
        "energy": 26.098481,
        "activity_lines": [
          36.240875,
          38.32887,
          37.190423,
          35.31628
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      },
      {
        "date": "2026-08-07",
        "close": 34.5,
        "volume": 3301533,
        "typical_volume": 4796092.7,
        "trend": 33.199112,
        "fair_value": 29.848773,
        "relative_strength": -21.016817,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 10.852176,
        "energy": 26.549734,
        "activity_lines": [
          35.131168,
          37.489032,
          37.127569,
          35.412069
        ]
      },
      {
        "date": "2026-08-14",
        "close": 35.700001,
        "volume": 2320768,
        "typical_volume": 4852566.15,
        "trend": 33.429231,
        "fair_value": 29.900027,
        "relative_strength": -20.612577,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 4.432198,
        "energy": 19.786606,
        "activity_lines": [
          35.007379,
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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."
    }
  }
}