{
  "ticker": {
    "uuid": "539f845e-26ed-4bd6-84b4-b0c080a3572e",
    "symbol": "SFST",
    "name": "Southern First Bancshares 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": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 69.662,
    "architecture_energy": 56.086,
    "architecture_maturity": 23.874,
    "architecture_confidence": 84.347,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 10.04,
        "rotation_up": 67.73,
        "upward_expansion": 87.3,
        "deceleration": 46.13,
        "rotation_down": 17.1,
        "downward_expansion": 9.3
      },
      "activity_lines": [
        62.390667,
        61.671818,
        60.071143,
        58.879161
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 63.33,
    "trend_reference": 57.655,
    "distance_from_trend": 0.09843,
    "trend_direction": "Improving",
    "fair_value": 40.097692,
    "distance_from_fair_value": 0.579393,
    "fair_value_direction": "Improving",
    "relative_strength": 4.449348,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.066162,
    "excess_performance": -0.121292,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.09843,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.058712,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.579393,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.070256,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.044493,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.060314,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.066162,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.684353,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 662796,
      "relative_activity": 0.989994,
      "balance": 1.684353,
      "dry_up": 0.934012,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.049826,
      "annualized_volatility": 0.239483,
      "from_high_reference": -0.026292,
      "from_low_reference": 0.578121
    },
    "levels": {
      "trend_reference": 57.655,
      "fair_value_reference": 40.097692,
      "structural_low": 50.49,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 0.025156,
        "positive_rate": 0.590909,
        "directional_follow_through": 0.590909,
        "median_excess_return": 0.002765,
        "regime_survival": 0.727273,
        "best_return": 0.212815,
        "worst_return": -0.202844,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.033356,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.111095,
        "regime_survival": 0.333333,
        "best_return": 0.220012,
        "worst_return": -0.232402,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.053988,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.017363,
        "regime_survival": 0.333333,
        "best_return": 0.217264,
        "worst_return": -0.50336,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.03394,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.00015,
        "regime_survival": 0.5,
        "best_return": 0.460935,
        "worst_return": -0.400326,
        "sufficient": false
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    ],
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        "start": "2024-05-17",
        "end": "2024-07-12",
        "tenure": "Developing",
        "return": 0.051379,
        "active": false
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        "regime": "rotation_up",
        "label": "Rotation Up",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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        "typical_volume": 436458.35,
        "trend": 52.557667,
        "fair_value": 37.086218,
        "relative_strength": 4.906171,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 51.171565,
        "energy": 44.315636,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 56.3,
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        "typical_volume": 441669.85,
        "trend": 53.051,
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        "relative_strength": -1.582028,
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        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 460396.3,
        "trend": 53.512333,
        "fair_value": 37.505128,
        "relative_strength": -3.706099,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 19.879863,
        "activity_lines": [
          56.066667,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 494018.15,
        "trend": 53.993333,
        "fair_value": 37.716218,
        "relative_strength": -1.043694,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 39.752867,
        "energy": 19.99638,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 501670.3,
        "trend": 54.457667,
        "fair_value": 37.925192,
        "relative_strength": -3.268486,
        "stage": 2,
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        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 25.844609,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 506710,
        "typical_volume": 513084.2,
        "trend": 54.869333,
        "fair_value": 38.133205,
        "relative_strength": 3.009654,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 35.823407,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 60.68,
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        "typical_volume": 538452.6,
        "trend": 55.250667,
        "fair_value": 38.351987,
        "relative_strength": 3.21309,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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      },
      {
        "date": "2026-06-19",
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        "relative_strength": -4.103049,
        "stage": 2,
        "regime": "upward_expansion",
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        "energy": 54.169472,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 614899.1,
        "trend": 55.875,
        "fair_value": 38.788077,
        "relative_strength": 5.529625,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.956791,
        "energy": 63.563017,
        "activity_lines": [
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          57.40981,
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        ]
      },
      {
        "date": "2026-07-03",
        "close": 61.19,
        "volume": 476226,
        "typical_volume": 629767.75,
        "trend": 56.175333,
        "fair_value": 39.020577,
        "relative_strength": 4.224566,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.922582,
        "energy": 60.957415,
        "activity_lines": [
          60.352667,
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      },
      {
        "date": "2026-07-10",
        "close": 60.74,
        "volume": 524400,
        "typical_volume": 647770.3,
        "trend": 56.367667,
        "fair_value": 39.250705,
        "relative_strength": 1.310577,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.459664,
        "energy": 50.328208,
        "activity_lines": [
          60.592667,
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          58.20581,
          57.450516
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      },
      {
        "date": "2026-07-17",
        "close": 62.2,
        "volume": 604843,
        "typical_volume": 649966.55,
        "trend": 56.657667,
        "fair_value": 39.468718,
        "relative_strength": 7.781691,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.994692,
        "energy": 62.575966,
        "activity_lines": [
          61.201333,
          60.312545,
          58.714333,
          57.826796
        ]
      },
      {
        "date": "2026-07-24",
        "close": 61.49,
        "volume": 734252,
        "typical_volume": 663193.5,
        "trend": 56.947,
        "fair_value": 39.670256,
        "relative_strength": 7.998713,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.634888,
        "energy": 52.54427,
        "activity_lines": [
          61.472,
          60.708545,
          59.124952,
          58.138559
        ]
      },
      {
        "date": "2026-07-31",
        "close": 62.4,
        "volume": 499373,
        "typical_volume": 662000.0,
        "trend": 57.303667,
        "fair_value": 39.878974,
        "relative_strength": 8.563302,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.022897,
        "energy": 50.962196,
        "activity_lines": [
          61.815333,
          61.151818,
          59.579238,
          58.490366
        ]
      },
      {
        "date": "2026-08-07",
        "close": 63.33,
        "volume": 662796,
        "typical_volume": 669494.9,
        "trend": 57.655,
        "fair_value": 40.097692,
        "relative_strength": 4.449348,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.662287,
        "energy": 56.085828,
        "activity_lines": [
          62.390667,
          61.671818,
          60.071143,
          58.879161
        ]
      }
    ],
    "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."
    }
  }
}