{
  "ticker": {
    "uuid": "1798c8a4-8fac-4169-afee-b3ecf58b046b",
    "symbol": "KMX",
    "name": "CarMax Inc",
    "exchange": "NYSE",
    "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": 344,
    "chart_window_weeks": 156,
    "stage": 1,
    "stage_name": "Basing",
    "stage_color": "blue",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "stage_age_weeks": 10,
    "hard_stage_exit": false,
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "transition_score": 86.665,
    "is_transition_watch": true,
    "confidence": 75.462,
    "composite_score": 80.996,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_color": "green",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 69.007,
    "architecture_energy": 74.229,
    "architecture_maturity": 31.731,
    "architecture_confidence": 86.887,
    "architecture_age_weeks": 6,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "upward_expansion",
      "label": "Upward Expansion",
      "color": "green",
      "modifier": "Early expansion",
      "gate": "up",
      "direction": 69.007,
      "energy": 74.229,
      "maturity": 31.731,
      "confidence": 86.887,
      "confirmation": 95.848,
      "age_weeks": 6,
      "candidate": null,
      "candidate_weeks": 0,
      "hard_reversal": false,
      "reacceleration_watch": false,
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Activity Lines are positively ordered above the 30-week Trend Line, with rising slopes and price acceptance. Fan expansion measures the energy of the move; contraction inside this regime warns that it is maturing."
      },
      "scores": {
        "balance": 9.23,
        "rotation_up": 74.33,
        "upward_expansion": 92.03,
        "deceleration": 44.55,
        "rotation_down": 12.03,
        "downward_expansion": 16.37
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      "activity_lines": {
        "5": 56.627333,
        "10": 54.678182,
        "20": 49.864619,
        "30": 47.738473
      },
      "activity_slopes": {
        "5": 0.973739,
        "10": 1.229871,
        "20": 0.90135,
        "30": 0.629116
      },
      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 1.78291,
      "fan_width_change_4": 0.360208,
      "fan_width_percentile": 0.875,
      "fast_slow_gap_atr": 1.374202,
      "fast_slow_gap_change_4": 0.336572,
      "price_acceptance": 0.833333,
      "current_fan_distance_atr": 0.126899,
      "accepted_above": 0.833333,
      "accepted_below": 0.0,
      "crossing_density": 0.125
    },
    "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 87/100."
    },
    "latest_close": 57.26,
    "sma_30": 45.931333,
    "distance_from_sma_30": 0.246644,
    "sma_30_slope": 0.119648,
    "fair_value": 64.775962,
    "distance_from_fair_value": -0.11603,
    "fair_value_gap_change_13": 0.311138,
    "is_fair_value_repair": true,
    "mansfield_rs": 14.207291,
    "mansfield_rs_change_13": 45.043501,
    "range_position_52": 0.835838,
    "returns": {
      "13": 0.486115,
      "26": 0.285586,
      "52": 0.022865
    },
    "relative_returns": {
      "26": 0.200265,
      "52": -0.191969
    },
    "stage_scores": {
      "1": 43.13,
      "2": 44.0,
      "3": 26.97,
      "4": 0.0
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    "evidence": [
      {
        "label": "Price vs 30-week average",
        "positive": true,
        "value": 0.246644,
        "read": "Above"
      },
      {
        "label": "30-week slope",
        "positive": true,
        "value": 0.119648,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.11603,
        "read": "Below anchor"
      },
      {
        "label": "13-week Fair Value gap",
        "positive": true,
        "value": 0.311138,
        "read": "Closing upward"
      },
      {
        "label": "Mansfield RS vs SPY",
        "positive": true,
        "value": 0.142073,
        "read": "Leading"
      },
      {
        "label": "13-week RS change",
        "positive": true,
        "value": 0.450435,
        "read": "Improving"
      },
      {
        "label": "26-week price momentum",
        "positive": true,
        "value": 0.285586,
        "read": "Positive"
      },
      {
        "label": "13-week volume balance",
        "positive": true,
        "value": 2.429409,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 13589452,
      "ratio_20": 0.842198,
      "up_down_ratio_13": 2.429409,
      "dry_up_ratio": 0.875115,
      "accumulation_weeks": 3,
      "distribution_weeks": 1
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    "base": {
      "high_26": 61.1,
      "low_26": 35.17,
      "depth": 0.424386,
      "compression": 0.583526,
      "breakout_distance": -0.062848
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    "risk": {
      "atr_percent": 0.087069,
      "annualized_volatility": 0.473342,
      "drawdown_from_52_high": -0.084761,
      "advance_from_52_low": 0.892267
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    "levels": {
      "breakout_reference": 61.1,
      "trend_reference": 45.931333,
      "fair_value_reference": 64.775962,
      "support_reference": 35.17,
      "range_low": 35.17,
      "invalidation": "A renewed decline below the 26-week range low, widening the discount to current Fair Value while the 30-week average falls, weakens the base diagnosis."
    },
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        "week": "2026-07-17",
        "open": 54.38,
        "high": 61.1,
        "low": 53.89,
        "close": 57.33,
        "volume": 14342620,
        "sma_30": 44.698333,
        "fair_value_history": 65.098141,
        "mansfield_rs": 13.882582,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 80.435967,
        "architecture_energy": 78.889581,
        "activity_5": 54.182,
        "activity_10": 51.821455,
        "activity_20": 47.519667,
        "activity_30": 46.092065
      },
      {
        "week": "2026-07-24",
        "open": 58.01,
        "high": 59.65,
        "low": 55.73,
        "close": 58.29,
        "volume": 16219490,
        "sma_30": 45.332333,
        "fair_value_history": 64.942821,
        "mansfield_rs": 17.053612,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 78.13664,
        "architecture_energy": 76.510968,
        "activity_5": 55.730667,
        "activity_10": 53.537636,
        "activity_20": 48.779524,
        "activity_30": 46.968946
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      {
        "week": "2026-07-31",
        "open": 59.28,
        "high": 61.15,
        "low": 56.91,
        "close": 57.26,
        "volume": 13589452,
        "sma_30": 45.931333,
        "fair_value_history": 64.775962,
        "mansfield_rs": 14.207291,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 69.007341,
        "architecture_energy": 74.228635,
        "activity_5": 56.627333,
        "activity_10": 54.678182,
        "activity_20": 49.864619,
        "activity_30": 47.738473
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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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        "weeks": 4,
        "sample_count": 19,
        "median_return": 0.003482,
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        "stage_survival": 0.578947,
        "best_return": 0.182429,
        "worst_return": -0.201125,
        "sufficient": true
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        "stage": 4,
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        "weeks": 3,
        "return": 0.079253
      },
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2024-11-22",
        "end": "2024-11-29",
        "weeks": 2,
        "return": 0.029044
      },
      {
        "stage": 2,
        "name": "Advancing",
        "start": "2024-12-06",
        "end": "2025-03-07",
        "weeks": 14,
        "return": -0.110286
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "weeks": 3,
        "return": 0.087124
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-04-04",
        "end": "2025-04-11",
        "weeks": 2,
        "return": -0.0972
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-04-18",
        "end": "2026-04-03",
        "weeks": 51,
        "return": -0.361666
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      {
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        "weeks": 2,
        "return": -0.125
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2026-04-24",
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        "weeks": 5,
        "return": 0.053828
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-05-29",
        "end": "2026-07-31",
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        "active": true
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    ],
    "architecture_outcomes": [
      {
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        "sample_count": 20,
        "median_return": -0.012239,
        "positive_rate": 0.45,
        "directional_follow_through": 0.45,
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        "sufficient": true
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      {
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        "positive_rate": 0.111111,
        "directional_follow_through": 0.111111,
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        "sufficient": true
      },
      {
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        "sample_count": 5,
        "median_return": -0.108432,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
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        "regime_survival": 0.4,
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        "sufficient": true
      },
      {
        "weeks": 52,
        "sample_count": 3,
        "median_return": -0.299837,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
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    ],
    "architecture_ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-05-31",
        "end": "2024-06-14",
        "weeks": 3,
        "return": -0.004981,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
        "end": "2024-07-05",
        "weeks": 3,
        "return": -0.000698,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-12",
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        "weeks": 2,
        "return": -0.011368,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "weeks": 4,
        "return": -0.038063,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-23",
        "end": "2024-09-27",
        "weeks": 6,
        "return": -0.098624,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-04",
        "end": "2024-10-11",
        "weeks": 2,
        "return": -0.012998,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-10-25",
        "weeks": 2,
        "return": -0.036145,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-01",
        "end": "2024-11-08",
        "weeks": 2,
        "return": 0.044813,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-15",
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        "weeks": 3,
        "return": 0.076125,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "start": "2024-12-06",
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        "weeks": 15,
        "return": -0.189377,
        "active": false
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        "regime": "rotation_down",
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        "color": "orange",
        "start": "2025-03-21",
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        "weeks": 5,
        "return": -0.094363,
        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2026-01-16",
        "weeks": 39,
        "return": -0.249116,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-06-19",
        "weeks": 22,
        "return": 0.159214,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-26",
        "end": "2026-07-31",
        "weeks": 6,
        "return": 0.085292,
        "active": true
      }
    ]
  }
}