{
  "ticker": {
    "uuid": "c0fbc760-5361-4ef8-9ba0-85a82ad4c416",
    "symbol": "RFIL",
    "name": "RF Industries 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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "mixed",
    "architecture_direction": -21.529,
    "architecture_energy": 32.043,
    "architecture_maturity": 40.533,
    "architecture_confidence": 47.37,
    "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": 40.92,
        "rotation_up": 14.16,
        "upward_expansion": 16.2,
        "deceleration": 68.21,
        "rotation_down": 65.67,
        "downward_expansion": 43.54
      },
      "activity_lines": [
        12.961333,
        14.853818,
        15.69731,
        14.907258
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 12.81,
    "trend_reference": 13.668833,
    "distance_from_trend": -0.062832,
    "trend_direction": "Improving",
    "fair_value": 6.188886,
    "distance_from_fair_value": 1.069839,
    "fair_value_direction": "Weakening",
    "relative_strength": 5.969298,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.122699,
    "excess_performance": -0.064754,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.062832,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.31697,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.069839,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.890348,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.059693,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.521013,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.122699,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.790696,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1082200,
      "relative_activity": 0.819587,
      "balance": 0.790696,
      "dry_up": 0.972527,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.277088,
      "annualized_volatility": 0.838794,
      "from_high_reference": -0.425561,
      "from_low_reference": 1.312233
    },
    "levels": {
      "trend_reference": 13.668833,
      "fair_value_reference": 6.188886,
      "structural_low": 8.7701,
      "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": -0.026699,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.454545,
        "median_excess_return": 0.021893,
        "regime_survival": 0.545455,
        "best_return": 0.316986,
        "worst_return": -0.069682,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.05168,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.003526,
        "regime_survival": 0.0,
        "best_return": 0.910834,
        "worst_return": -0.228132,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.210178,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.17722,
        "regime_survival": 0.25,
        "best_return": 0.486121,
        "worst_return": -0.176123,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.13474,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.214528,
        "regime_survival": 0.0,
        "best_return": 0.464516,
        "worst_return": -0.195035,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-31",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.131931,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-04",
        "end": "2025-04-25",
        "tenure": "New",
        "return": -0.0625,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-02",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.092072,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": 0.159905,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-27",
        "end": "2025-07-04",
        "tenure": "New",
        "return": 0.159292,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-11",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": -0.021618,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-05",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.103203,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": -0.276744,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-05",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.005008,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-16",
        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.042735,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-03-20",
        "tenure": "Developing",
        "return": -0.14461,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-27",
        "end": "2026-04-03",
        "tenure": "New",
        "return": -0.028979,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-10",
        "end": "2026-07-31",
        "tenure": "Established",
        "return": 0.04142,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "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": 36091.85,
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      },
      {
        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "direction": 80.561425,
        "energy": 58.183082,
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 1342328.9,
        "trend": 12.387833,
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        "stage": 2,
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      },
      {
        "date": "2026-07-10",
        "close": 17.43,
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        "typical_volume": 1386321.9,
        "trend": 12.766167,
        "fair_value": 5.961771,
        "relative_strength": 46.882444,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.30253,
        "energy": 40.803233,
        "activity_lines": [
          18.47,
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      },
      {
        "date": "2026-07-17",
        "close": 13.14,
        "volume": 1569059,
        "typical_volume": 1420075.8,
        "trend": 13.003167,
        "fair_value": 6.021578,
        "relative_strength": 14.683809,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 24.86482,
        "energy": 18.06743,
        "activity_lines": [
          16.634667,
          17.335455,
          16.424952,
          15.040989
        ]
      },
      {
        "date": "2026-07-24",
        "close": 12.46,
        "volume": 1129326,
        "typical_volume": 1399302.7,
        "trend": 13.219167,
        "fair_value": 6.077283,
        "relative_strength": 10.036099,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 6.60542,
        "energy": 16.208655,
        "activity_lines": [
          14.946667,
          16.393091,
          16.1855,
          15.005946
        ]
      },
      {
        "date": "2026-07-31",
        "close": 12.32,
        "volume": 1355993,
        "typical_volume": 1433586.0,
        "trend": 13.4405,
        "fair_value": 6.131194,
        "relative_strength": 7.755399,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": -5.215978,
        "energy": 23.260151,
        "activity_lines": [
          13.568667,
          15.522545,
          15.923095,
          14.947935
        ]
      },
      {
        "date": "2026-08-07",
        "close": 12.81,
        "volume": 1082200,
        "typical_volume": 1320420.35,
        "trend": 13.668833,
        "fair_value": 6.188886,
        "relative_strength": 5.969298,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -21.528851,
        "energy": 32.042707,
        "activity_lines": [
          12.961333,
          14.853818,
          15.69731,
          14.907258
        ]
      }
    ],
    "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."
    }
  }
}