{
  "ticker": {
    "uuid": "66417a09-54a1-4bfe-98e6-6b1e6222033b",
    "symbol": "CSCO",
    "name": "Cisco Systems Inc",
    "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": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "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": 64.787,
    "architecture_energy": 41.08,
    "architecture_maturity": 72.446,
    "architecture_confidence": 87.748,
    "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": 28.81,
        "rotation_up": 41.45,
        "upward_expansion": 72.62,
        "deceleration": 91.25,
        "rotation_down": 28.65,
        "downward_expansion": 10.62
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      "activity_lines": [
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        106.489173
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 121.43,
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    "distance_from_trend": 0.250229,
    "trend_direction": "Improving",
    "fair_value": 63.735408,
    "distance_from_fair_value": 0.90522,
    "fair_value_direction": "Improving",
    "relative_strength": 24.977677,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.439229,
    "excess_performance": 0.251775,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.250229,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.165781,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.90522,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.236276,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.249777,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.147995,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.439229,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.65904,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 92360654,
      "relative_activity": 0.834365,
      "balance": 1.65904,
      "dry_up": 0.906454,
      "accumulation_observations": 5,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.078947,
      "annualized_volatility": 0.385118,
      "from_high_reference": -0.06511,
      "from_low_reference": 0.877939
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    "levels": {
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      "fair_value_reference": 63.735408,
      "structural_low": 73.031828,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 13,
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        "positive_rate": 0.538462,
        "directional_follow_through": 0.538462,
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        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "directional_follow_through": 0.666667,
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        "worst_return": -0.244239,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
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        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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    ],
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        "regime": "balance",
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      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
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      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 115.99,
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        "typical_volume": 113960331.1,
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        "fair_value": 63.276676,
        "relative_strength": 26.264929,
        "stage": 2,
        "regime": "deceleration",
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        "direction": 45.124598,
        "energy": 35.808241,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 121.43,
        "volume": 92360654,
        "typical_volume": 110695689.75,
        "trend": 97.1262,
        "fair_value": 63.735408,
        "relative_strength": 24.977677,
        "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."
    }
  }
}