{
  "ticker": {
    "uuid": "4708e0de-a9c8-45e0-8626-23b29ba322c1",
    "symbol": "BYRN",
    "name": "Byrna Technologies 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.645,
    "architecture_energy": 62.882,
    "architecture_maturity": 98.0,
    "architecture_confidence": 86.393,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 18.67,
        "rotation_up": 17.34,
        "upward_expansion": 11.01,
        "deceleration": 48.57,
        "rotation_down": 63.66,
        "downward_expansion": 82.01
      },
      "activity_lines": [
        4.107667,
        4.626,
        5.169714,
        6.199097
      ],
      "activity_state": "Wide",
      "activity_direction": "Stable",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 4.45,
    "trend_reference": 8.148167,
    "distance_from_trend": -0.453865,
    "trend_direction": "Weakening",
    "fair_value": 14.58234,
    "distance_from_fair_value": -0.694836,
    "fair_value_direction": "Weakening",
    "relative_strength": -70.943081,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.697073,
    "excess_performance": -0.884526,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.453865,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.342625,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.694836,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.061962,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.709431,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.05333,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.697073,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.754147,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3033062,
      "relative_activity": 0.891756,
      "balance": 0.754147,
      "dry_up": 1.373716,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.23885,
      "annualized_volatility": 1.269597,
      "from_high_reference": -0.85467,
      "from_low_reference": 0.406003
    },
    "levels": {
      "trend_reference": 8.148167,
      "fair_value_reference": 14.58234,
      "structural_low": 3.165,
      "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": 30,
        "median_return": -0.036949,
        "positive_rate": 0.466667,
        "directional_follow_through": 0.533333,
        "median_excess_return": -0.043324,
        "regime_survival": 0.833333,
        "best_return": 1.129464,
        "worst_return": -0.386301,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.122997,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.102053,
        "regime_survival": 0.6,
        "best_return": 0.739791,
        "worst_return": -0.506255,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.165593,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.272782,
        "regime_survival": 0.666667,
        "best_return": 2.11491,
        "worst_return": -0.593178,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.325549,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.274205,
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        "best_return": 0.821462,
        "worst_return": -0.540114,
        "sufficient": false
      }
    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-05-24",
        "end": "2024-07-05",
        "tenure": "Developing",
        "return": -0.158547,
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        "regime": "rotation_down",
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        "return": 0.002991,
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      {
        "regime": "downward_expansion",
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        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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        "color": "green",
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        "tenure": "Established",
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        "regime": "balance",
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 3001298.7,
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        "fair_value": 14.570224,
        "relative_strength": -79.201958,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -88.48802,
        "energy": 73.07896,
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          4.695333,
          5.266273,
          5.770214,
          7.131409
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      },
      {
        "date": "2026-07-24",
        "close": 3.54,
        "volume": 4214325,
        "typical_volume": 3142643.05,
        "trend": 8.9855,
        "fair_value": 14.568878,
        "relative_strength": -76.892107,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -80.328616,
        "energy": 84.922369,
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          4.155,
          4.913273,
          5.47419,
          6.751699
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      },
      {
        "date": "2026-07-31",
        "close": 4.55,
        "volume": 7338274,
        "typical_volume": 3397672.15,
        "trend": 8.579833,
        "fair_value": 14.575737,
        "relative_strength": -69.626118,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.041562,
        "energy": 83.639329,
        "activity_lines": [
          4.108667,
          4.769727,
          5.314595,
          6.465538
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.45,
        "volume": 3033062,
        "typical_volume": 3401223.75,
        "trend": 8.148167,
        "fair_value": 14.58234,
        "relative_strength": -70.943081,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.64504,
        "energy": 62.882425,
        "activity_lines": [
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          4.626,
          5.169714,
          6.199097
        ]
      }
    ],
    "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."
    }
  }
}