{
  "ticker": {
    "uuid": "352a028c-375c-411c-8d6d-9553c208e830",
    "symbol": "SWP",
    "name": "Sword Group S.E.",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 82.275,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -6.54,
    "architecture_energy": 4.417,
    "architecture_maturity": 13.352,
    "architecture_confidence": 48.08,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 59.76,
        "rotation_up": 24.74,
        "upward_expansion": 22.37,
        "deceleration": 42.93,
        "rotation_down": 30.25,
        "downward_expansion": 55.71
      },
      "activity_lines": [
        30.61,
        30.326363,
        30.686486,
        30.629237
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 31.75,
    "trend_reference": 30.89904,
    "distance_from_trend": 0.02754,
    "trend_direction": "Weakening",
    "fair_value": 31.511221,
    "distance_from_fair_value": 0.007578,
    "fair_value_direction": "Weakening",
    "relative_strength": -7.64476,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.010296,
    "excess_performance": -0.063608,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.02754,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.032986,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.007578,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.021744,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.076448,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.057381,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.010296,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.554525,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 41173,
      "relative_activity": 0.568099,
      "balance": 0.554525,
      "dry_up": 0.828467,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.051242,
      "annualized_volatility": 0.258697,
      "from_high_reference": -0.148655,
      "from_low_reference": 0.132274
    },
    "levels": {
      "trend_reference": 30.89904,
      "fair_value_reference": 31.511221,
      "structural_low": 28.04091,
      "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": 19,
        "median_return": -0.012019,
        "positive_rate": 0.473684,
        "directional_follow_through": 0.473684,
        "median_excess_return": 0.006439,
        "regime_survival": 0.526316,
        "best_return": 0.135858,
        "worst_return": -0.152318,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.027042,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.056802,
        "regime_survival": 0.166667,
        "best_return": 0.225962,
        "worst_return": -0.115854,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.009645,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.008861,
        "regime_survival": 0.2,
        "best_return": 0.232432,
        "worst_return": -0.053704,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.003104,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.0001,
        "regime_survival": 0.0,
        "best_return": 0.185538,
        "worst_return": -0.191747,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-27",
        "end": "2024-11-08",
        "tenure": "Developing",
        "return": -0.043243,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-15",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": -0.079452,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-05-23",
        "tenure": "Developing",
        "return": 0.093695,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": 0.066274,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-27",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.025333,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": 0.090652,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-31",
        "end": "2025-11-14",
        "tenure": "New",
        "return": -0.025886,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-21",
        "end": "2026-02-13",
        "tenure": "Established",
        "return": -0.071118,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-20",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.104941,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-15",
        "end": "2026-05-29",
        "tenure": "New",
        "return": 0.00156,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-06-12",
        "tenure": "New",
        "return": -0.032864,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-19",
        "end": "2026-06-26",
        "tenure": "New",
        "return": -0.035,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-03",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": 0.022876,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 22951.95,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.659764,
        "energy": 21.803229,
        "activity_lines": [
          30.470808,
          29.935923,
          30.672107,
          31.433232
        ]
      },
      {
        "date": "2026-05-01",
        "close": 31.200001,
        "volume": 76115,
        "typical_volume": 63671.8,
        "trend": 32.303031,
        "fair_value": 31.877101,
        "relative_strength": -6.594645,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.053697,
        "energy": 21.935979,
        "activity_lines": [
          30.856869,
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          30.635909,
          31.355631
        ]
      },
      {
        "date": "2026-05-08",
        "close": 32.799999,
        "volume": 281410,
        "typical_volume": 76205.05,
        "trend": 32.244041,
        "fair_value": 31.865654,
        "relative_strength": -1.906621,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -2.530543,
        "energy": 18.359964,
        "activity_lines": [
          31.606363,
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          30.762994,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 32.049999,
        "volume": 50967,
        "typical_volume": 77305.45,
        "trend": 32.169445,
        "fair_value": 31.849939,
        "relative_strength": -2.252711,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -2.549384,
        "energy": 17.391104,
        "activity_lines": [
          31.882525,
          31.080716,
          30.820815,
          31.375174
        ]
      },
      {
        "date": "2026-05-22",
        "close": 32.049999,
        "volume": 70800,
        "typical_volume": 79959.1,
        "trend": 32.032222,
        "fair_value": 31.841794,
        "relative_strength": -4.208257,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -0.753377,
        "energy": 17.671771,
        "activity_lines": [
          31.988484,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 32.099998,
        "volume": 48481,
        "typical_volume": 80717.7,
        "trend": 31.95303,
        "fair_value": 31.828022,
        "relative_strength": -4.766148,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.305815,
        "energy": 25.006827,
        "activity_lines": [
          32.109999,
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          30.960216,
          31.371841
        ]
      },
      {
        "date": "2026-06-05",
        "close": 31.950001,
        "volume": 7838,
        "typical_volume": 79159.45,
        "trend": 31.911111,
        "fair_value": 31.808152,
        "relative_strength": -5.419732,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 14.688871,
        "energy": 23.940079,
        "activity_lines": [
          32.079999,
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      },
      {
        "date": "2026-06-12",
        "close": 30.9,
        "volume": 9994,
        "typical_volume": 75897.9,
        "trend": 31.821667,
        "fair_value": 31.782091,
        "relative_strength": -9.726224,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "down",
        "direction": -19.696812,
        "energy": 12.941284,
        "activity_lines": [
          31.65,
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      },
      {
        "date": "2026-06-19",
        "close": 30.0,
        "volume": 11804,
        "typical_volume": 74223.45,
        "trend": 31.742929,
        "fair_value": 31.749721,
        "relative_strength": -12.710899,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -40.452585,
        "energy": 21.399657,
        "activity_lines": [
          31.046667,
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      },
      {
        "date": "2026-06-26",
        "close": 28.950001,
        "volume": 10690,
        "typical_volume": 72061.9,
        "trend": 31.590051,
        "fair_value": 31.713593,
        "relative_strength": -14.949859,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -55.643623,
        "energy": 36.368143,
        "activity_lines": [
          30.23,
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          30.789394,
          31.008697
        ]
      },
      {
        "date": "2026-07-03",
        "close": 30.6,
        "volume": 11852,
        "typical_volume": 69188.15,
        "trend": 31.473384,
        "fair_value": 31.683176,
        "relative_strength": -10.959689,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.523601,
        "energy": 32.493156,
        "activity_lines": [
          30.17,
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          30.803218,
          30.944822
        ]
      },
      {
        "date": "2026-07-10",
        "close": 30.0,
        "volume": 163810,
        "typical_volume": 73551.85,
        "trend": 31.357071,
        "fair_value": 31.647561,
        "relative_strength": -10.541062,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -53.165066,
        "energy": 40.51393,
        "activity_lines": [
          30.01,
          30.610909,
          30.75733,
          30.849765
        ]
      },
      {
        "date": "2026-07-17",
        "close": 29.4,
        "volume": 36480,
        "typical_volume": 71826.5,
        "trend": 31.228586,
        "fair_value": 31.611615,
        "relative_strength": -11.899008,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.477277,
        "energy": 53.458286,
        "activity_lines": [
          29.78,
          30.294545,
          30.652799,
          30.723503
        ]
      },
      {
        "date": "2026-07-24",
        "close": 28.799999,
        "volume": 65831,
        "typical_volume": 72320.75,
        "trend": 31.078535,
        "fair_value": 31.56263,
        "relative_strength": -13.520761,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.273671,
        "energy": 52.924998,
        "activity_lines": [
          29.45,
          29.930909,
          30.49114,
          30.56682
        ]
      },
      {
        "date": "2026-07-31",
        "close": 31.299999,
        "volume": 96689,
        "typical_volume": 72897.9,
        "trend": 31.00399,
        "fair_value": 31.535078,
        "relative_strength": -7.162029,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.436076,
        "energy": 23.234166,
        "activity_lines": [
          30.033333,
          30.080909,
          30.572684,
          30.581108
        ]
      },
      {
        "date": "2026-08-07",
        "close": 31.75,
        "volume": 41173,
        "typical_volume": 72475.1,
        "trend": 30.89904,
        "fair_value": 31.511221,
        "relative_strength": -7.64476,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.539586,
        "energy": 4.416785,
        "activity_lines": [
          30.61,
          30.326363,
          30.686486,
          30.629237
        ]
      }
    ],
    "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."
    }
  }
}