{
  "ticker": {
    "uuid": "8ec6695b-5d83-4b74-ae7b-6807a6224565",
    "symbol": "TWFG",
    "name": "TWFG, Inc. Class A Common Stock",
    "exchange": "NASDAQ",
    "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,
    "model_version": "ta-0.1.0",
    "as_of_week": "2026-07-31",
    "benchmark": "SPY",
    "history_weeks": 107,
    "chart_window_weeks": 156,
    "stage": 1,
    "stage_name": "Basing",
    "stage_color": "blue",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "stage_age_weeks": 6,
    "hard_stage_exit": false,
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "transition_score": 75.169,
    "is_transition_watch": true,
    "confidence": 76.765,
    "composite_score": 77.598,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_color": "teal",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "up",
    "architecture_direction": 71.953,
    "architecture_energy": 81.204,
    "architecture_maturity": 29.037,
    "architecture_confidence": 78.677,
    "architecture_age_weeks": 5,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "rotation_up",
      "label": "Rotation Up",
      "color": "teal",
      "modifier": "Emerging rotation",
      "gate": "up",
      "direction": 71.953,
      "energy": 81.204,
      "maturity": 29.037,
      "confidence": 78.677,
      "confirmation": 74.816,
      "age_weeks": 5,
      "candidate": "upward_expansion",
      "candidate_weeks": 1,
      "hard_reversal": false,
      "reacceleration_watch": false,
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "The fast Activity Lines are gaining on the slow pair and price acceptance is improving. This is earlier than a full trend confirmation: renewed bullish ordering and fan expansion are still required."
      },
      "scores": {
        "balance": 7.3,
        "rotation_up": 80.94,
        "upward_expansion": 97.03,
        "deceleration": 39.78,
        "rotation_down": 9.46,
        "downward_expansion": 19.03
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      "activity_lines": {
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        "30": 21.860118
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      "activity_slopes": {
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        "10": 1.408255,
        "20": 0.96605,
        "30": 0.48952
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      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 1.900475,
      "fan_width_change_4": 0.592992,
      "fan_width_percentile": 1.0,
      "fast_slow_gap_atr": 1.442807,
      "fast_slow_gap_change_4": 0.594145,
      "price_acceptance": 1.0,
      "current_fan_distance_atr": 0.171402,
      "accepted_above": 1.0,
      "accepted_below": 0.0,
      "crossing_density": 0.25
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    "interpretation": {
      "headline": "Price is repairing upward toward current Fair Value.",
      "body": "The market remains below the long-term Fair Value anchor, so the recovery stays in Stage 1. A narrowing gap, improving relative strength, range compression and eventual resistance absorption determine whether it can graduate to Stage 2.",
      "phase": "Stage 1C \u00b7 Breakout watch",
      "transition": "Stage 1 \u2192 2 watch",
      "transition_context": "The evidence score for the next canonical transition is 75/100."
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    "returns": {
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      "52": -0.087504
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      "3": 28.16,
      "4": 35.54
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        "read": "Falling"
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      {
        "week": "2026-06-26",
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        "mansfield_rs": -11.330305,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": 19.501654,
        "architecture_energy": 33.915675,
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      {
        "week": "2026-07-03",
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        "close": 25.8,
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        "mansfield_rs": -4.266717,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
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      {
        "week": "2026-07-10",
        "open": 25.87,
        "high": 26.605,
        "low": 24.715,
        "close": 25.95,
        "volume": 527774,
        "sma_30": 21.858167,
        "fair_value_history": 27.343798,
        "mansfield_rs": -4.057531,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 52.903348,
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      {
        "week": "2026-07-17",
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        "high": 27.0,
        "low": 25.24,
        "close": 26.35,
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        "mansfield_rs": -0.102284,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 50.749064,
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      {
        "week": "2026-07-24",
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        "high": 27.62,
        "low": 24.72,
        "close": 26.28,
        "volume": 666778,
        "sma_30": 21.6885,
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        "stage": 1,
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        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 44.227257,
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      {
        "week": "2026-07-31",
        "open": 26.27,
        "high": 28.845,
        "low": 25.905,
        "close": 26.8,
        "volume": 859899,
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        "fair_value_history": 27.319486,
        "mansfield_rs": 2.512646,
        "stage": 1,
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        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "up",
        "architecture_direction": 71.952542,
        "architecture_energy": 81.204213,
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    ],
    "method": {
      "price_basis": "completed weekly OHLCV",
      "trend": "30-week simple moving average; slope compares the current value with ten completed weeks earlier",
      "fair_value": "current horizontal Fair Value is the arithmetic mean of up to 156 completed weekly closes; Stage 1 repair measures whether price is below and rising toward that anchor",
      "relative_strength": "Mansfield-style relative performance line: ticker/SPY divided by its trailing 52-week mean, minus one",
      "classification": "Trend Architecture uses the Activity Line position as a direction gate, then classifies ordering, four-week slopes, ATR-normalized fan width, fast/slow rotation and six-week price acceptance. Ordinary regime changes require two completed observations; a fully aligned reversal beyond the fan can change immediately.",
      "architecture_boundary": "The green/red/orange Trend gate is derived from the same Activity Lines and is therefore not counted as an independent vote. Relative strength and volume alter confirmation, while point-in-time Fair Value supplies context rather than determining the regime.",
      "admissibility": "Stage 2 cannot persist when price is more than 5% below the 30-week average or 8% below current Fair Value, the ten-week average slope is below -2%, Mansfield RS is below -8, or the 26-week return is below -15%. Stage 4 requires price no more than 5% above the average, RS no higher than +8, and at least one deterioration test: slope at or below +1.5%, 13-week return at or below -10%, or 26-week return at or below -12%. These are exit boundaries, not entry signals.",
      "confidence": "separation between the leading and runner-up stage evidence scores; not forecast probability"
    },
    "historical_outcomes": [
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        "stage_survival": 1.0,
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        "worst_return": 0.110266,
        "sufficient": false
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    ],
    "stage_ledger": [
      {
        "stage": 4,
        "name": "Declining",
        "start": "2026-01-23",
        "end": "2026-06-19",
        "weeks": 22,
        "return": -0.161702
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-06-26",
        "end": "2026-07-31",
        "weeks": 6,
        "return": 0.132235,
        "active": true
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    ],
    "architecture_outcomes": [
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      },
      {
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        "sample_count": 0,
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        "sufficient": false
      },
      {
        "weeks": 52,
        "sample_count": 0,
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      }
    ],
    "architecture_ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-01-30",
        "weeks": 2,
        "return": -0.033269,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-06",
        "end": "2026-06-12",
        "weeks": 19,
        "return": -0.167889,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-19",
        "end": "2026-06-26",
        "weeks": 2,
        "return": 0.092293,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-03",
        "end": "2026-07-31",
        "weeks": 5,
        "return": 0.03876,
        "active": true
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    ]
  }
}