{
  "ticker": {
    "uuid": "d07c136b-9a38-4fcb-b826-e6189c4e1b5a",
    "symbol": "FLEX",
    "name": "Flex Ltd",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "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": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 12.373,
    "architecture_energy": 20.099,
    "architecture_maturity": 79.649,
    "architecture_confidence": 69.332,
    "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": 61.17,
        "rotation_up": 17.12,
        "upward_expansion": 46.18,
        "deceleration": 87.93,
        "rotation_down": 36.89,
        "downward_expansion": 26.51
      },
      "activity_lines": [
        119.438667,
        127.275,
        128.474024,
        116.641118
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 121.35,
    "trend_reference": 100.4455,
    "distance_from_trend": 0.208118,
    "trend_direction": "Improving",
    "fair_value": 48.484689,
    "distance_from_fair_value": 1.502852,
    "fair_value_direction": "Weakening",
    "relative_strength": 31.36394,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.896686,
    "excess_performance": 0.709233,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.208118,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.314216,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.502852,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -1.195599,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.313639,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.646521,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.896686,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.211521,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 19332986,
      "relative_activity": 0.668386,
      "balance": 0.211521,
      "dry_up": 0.85898,
      "accumulation_observations": 0,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.16743,
      "annualized_volatility": 0.731624,
      "from_high_reference": -0.272744,
      "from_low_reference": 1.537111
    },
    "levels": {
      "trend_reference": 100.4455,
      "fair_value_reference": 48.484689,
      "structural_low": 58.53,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": 0.026641,
        "positive_rate": 0.6875,
        "directional_follow_through": 0.6875,
        "median_excess_return": 0.032775,
        "regime_survival": 0.5,
        "best_return": 0.183673,
        "worst_return": -0.039813,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.043445,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.000653,
        "regime_survival": 0.125,
        "best_return": 0.368727,
        "worst_return": -0.15184,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.32823,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.210887,
        "regime_survival": 0.333333,
        "best_return": 0.884981,
        "worst_return": 0.172534,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.463069,
        "regime_survival": 0.666667,
        "best_return": 1.211113,
        "worst_return": 0.619448,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-11",
        "end": "2024-12-20",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-27",
        "end": "2025-01-03",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.094753,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.108198,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.332276,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.202748,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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        "active": false
      },
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
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        "typical_volume": 28903904.05,
        "trend": 98.4505,
        "fair_value": 47.802259,
        "relative_strength": 30.983439,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "direction": 23.17051,
        "energy": 22.521816,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 121.35,
        "volume": 19332986,
        "typical_volume": 28924865.5,
        "trend": 100.4455,
        "fair_value": 48.484689,
        "relative_strength": 31.36394,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "activity_lines": [
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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."
    }
  }
}