{
  "ticker": {
    "uuid": "c718ba46-7f5e-4624-af2e-ce99b1fd81e0",
    "symbol": "NSP",
    "name": "Insperity 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": 83.687,
    "is_transition_watch": true,
    "confidence": 82.534,
    "composite_score": 84.91,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_color": "green",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 77.255,
    "architecture_energy": 88.907,
    "architecture_maturity": 26.0,
    "architecture_confidence": 85.895,
    "architecture_age_weeks": 3,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "upward_expansion",
      "label": "Upward Expansion",
      "color": "green",
      "modifier": "Early expansion",
      "gate": "up",
      "direction": 77.255,
      "energy": 88.907,
      "maturity": 26.0,
      "confidence": 85.895,
      "confirmation": 98.978,
      "age_weeks": 3,
      "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": 8.86,
        "rotation_up": 83.08,
        "upward_expansion": 99.48,
        "deceleration": 39.22,
        "rotation_down": 9.79,
        "downward_expansion": 21.48
      },
      "activity_lines": {
        "5": 48.766,
        "10": 45.362599,
        "20": 39.784508,
        "30": 36.38981
      },
      "activity_slopes": {
        "5": 1.546549,
        "10": 1.503076,
        "20": 1.207793,
        "30": 0.750464
      },
      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 2.360291,
      "fan_width_change_4": 0.815755,
      "fan_width_percentile": 0.913462,
      "fast_slow_gap_atr": 1.71205,
      "fast_slow_gap_change_4": 0.545684,
      "price_acceptance": 1.0,
      "current_fan_distance_atr": 0.351673,
      "accepted_above": 1.0,
      "accepted_below": 0.0,
      "crossing_density": 0.25
    },
    "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 84/100."
    },
    "latest_close": 50.61,
    "sma_30": 34.279915,
    "distance_from_sma_30": 0.476375,
    "sma_30_slope": 0.075769,
    "fair_value": 66.881517,
    "distance_from_fair_value": -0.243289,
    "fair_value_gap_change_13": 0.367553,
    "is_fair_value_repair": true,
    "mansfield_rs": 23.698306,
    "mansfield_rs_change_13": 63.790558,
    "range_position_52": 0.859522,
    "returns": {
      "13": 0.805722,
      "26": 0.238143,
      "52": 0.207248
    },
    "relative_returns": {
      "26": 0.152823,
      "52": -0.007586
    },
    "stage_scores": {
      "1": 45.7,
      "2": 44.0,
      "3": 25.39,
      "4": 0.0
    },
    "evidence": [
      {
        "label": "Price vs 30-week average",
        "positive": true,
        "value": 0.476375,
        "read": "Above"
      },
      {
        "label": "30-week slope",
        "positive": true,
        "value": 0.075769,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.243289,
        "read": "Below anchor"
      },
      {
        "label": "13-week Fair Value gap",
        "positive": true,
        "value": 0.367553,
        "read": "Closing upward"
      },
      {
        "label": "Mansfield RS vs SPY",
        "positive": true,
        "value": 0.236983,
        "read": "Leading"
      },
      {
        "label": "13-week RS change",
        "positive": true,
        "value": 0.637906,
        "read": "Improving"
      },
      {
        "label": "26-week price momentum",
        "positive": true,
        "value": 0.238143,
        "read": "Positive"
      },
      {
        "label": "13-week volume balance",
        "positive": true,
        "value": 3.467237,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4569743,
      "ratio_20": 1.101293,
      "up_down_ratio_13": 3.467237,
      "dry_up_ratio": 0.841074,
      "accumulation_weeks": 4,
      "distribution_weeks": 1
    },
    "base": {
      "high_26": 52.33,
      "low_26": 18.242967,
      "depth": 0.651386,
      "compression": 0.605465,
      "breakout_distance": -0.032868
    },
    "risk": {
      "atr_percent": 0.103606,
      "annualized_volatility": 0.903699,
      "drawdown_from_52_high": -0.094633,
      "advance_from_52_low": 1.77422
    },
    "levels": {
      "breakout_reference": 52.33,
      "trend_reference": 34.279915,
      "fair_value_reference": 66.881517,
      "support_reference": 18.242967,
      "range_low": 18.242967,
      "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."
    },
    "chart_path": [
      {
        "week": "2023-08-11",
        "open": 83.327161,
        "high": 89.7159,
        "low": 83.318337,
        "close": 88.180485,
        "volume": 2381768,
        "sma_30": 102.731988,
        "fair_value_history": 87.015017,
        "mansfield_rs": -20.655209,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -73.371737,
        "architecture_energy": 72.755916,
        "activity_5": 93.349716,
        "activity_10": 97.67487,
        "activity_20": 100.502061,
        "activity_30": 101.813487
      },
      {
        "week": "2023-08-18",
        "open": 87.792219,
        "high": 91.1366,
        "low": 87.249529,
        "close": 88.268727,
        "volume": 1805992,
        "sma_30": 102.346025,
        "fair_value_history": 87.214961,
        "mansfield_rs": -18.691566,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.029266,
        "architecture_energy": 77.041089,
        "activity_5": 90.555967,
        "activity_10": 95.368539,
        "activity_20": 99.135673,
        "activity_30": 100.880373
      },
      {
        "week": "2023-08-25",
        "open": 87.986352,
        "high": 89.627658,
        "low": 86.230331,
        "close": 89.054083,
        "volume": 1077689,
        "sma_30": 102.148338,
        "fair_value_history": 87.421042,
        "mansfield_rs": -18.356075,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -60.500429,
        "architecture_energy": 77.241044,
        "activity_5": 88.936427,
        "activity_10": 93.638188,
        "activity_20": 97.932169,
        "activity_30": 100.022829
      },
      {
        "week": "2023-09-01",
        "open": 89.168798,
        "high": 90.858637,
        "low": 87.483371,
        "close": 89.980627,
        "volume": 1098496,
        "sma_30": 101.845677,
        "fair_value_history": 87.660326,
        "mansfield_rs": -19.287945,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -60.78076,
        "architecture_energy": 73.481948,
        "activity_5": 88.691113,
        "activity_10": 92.378731,
        "activity_20": 96.89745,
        "activity_30": 99.237815
      },
      {
        "week": "2023-09-08",
        "open": 89.107029,
        "high": 89.530591,
        "low": 86.003978,
        "close": 86.128236,
        "volume": 1119172,
        "sma_30": 101.276412,
        "fair_value_history": 87.879853,
        "mansfield_rs": -21.442638,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -70.999642,
        "architecture_energy": 72.80148,
        "activity_5": 88.162925,
        "activity_10": 90.650033,
        "activity_20": 95.584056,
        "activity_30": 98.223787
      },
      {
        "week": "2023-09-15",
        "open": 86.69627,
        "high": 87.690331,
        "low": 84.246621,
        "close": 87.122296,
        "volume": 1642219,
        "sma_30": 100.519001,
        "fair_value_history": 88.079266,
        "mansfield_rs": -20.141129,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -65.693972,
        "architecture_energy": 65.944324,
        "activity_5": 87.76288,
        "activity_10": 89.444705,
        "activity_20": 94.497873,
        "activity_30": 97.310618
      },
      {
        "week": "2023-09-22",
        "open": 86.980288,
        "high": 87.708082,
        "low": 84.086862,
        "close": 84.504012,
        "volume": 971871,
        "sma_30": 99.776354,
        "fair_value_history": 88.278019,
        "mansfield_rs": -19.888632,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -71.953475,
        "architecture_energy": 67.911938,
        "activity_5": 86.560619,
        "activity_10": 88.012637,
        "activity_20": 93.259683,
        "activity_30": 96.277393
      },
      {
        "week": "2023-09-29",
        "open": 84.042484,
        "high": 87.557198,
        "low": 83.039548,
        "close": 86.625266,
        "volume": 1170728,
        "sma_30": 99.066514,
        "fair_value_history": 88.476255,
        "mansfield_rs": -16.98578,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -61.445711,
        "architecture_energy": 57.980173,
        "activity_5": 86.316424,
        "activity_10": 87.283545,
        "activity_20": 92.313807,
        "activity_30": 95.428936
      },
      {
        "week": "2023-10-06",
        "open": 86.137111,
        "high": 86.989163,
        "low": 84.623832,
        "close": 86.572013,
        "volume": 1005334,
        "sma_30": 98.48088,
        "fair_value_history": 88.649355,
        "mansfield_rs": -17.11199,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -60.597732,
        "architecture_energy": 51.293261,
        "activity_5": 86.2164,
        "activity_10": 86.879487,
        "activity_20": 91.416738,
        "activity_30": 94.622839
      },
      {
        "week": "2023-10-13",
        "open": 86.092734,
        "high": 88.302743,
        "low": 85.761499,
        "close": 87.743584,
        "volume": 798692,
        "sma_30": 97.999299,
        "fair_value_history": 88.822406,
        "mansfield_rs": -15.980759,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -58.872908,
        "architecture_energy": 46.638546,
        "activity_5": 86.734139,
        "activity_10": 87.023488,
        "activity_20": 90.684123,
        "activity_30": 93.93011
      },
      {
        "week": "2023-10-20",
        "open": 88.400374,
        "high": 91.515688,
        "low": 87.05573,
        "close": 87.237678,
        "volume": 1164332,
        "sma_30": 97.518422,
        "fair_value_history": 88.975667,
        "mansfield_rs": -14.087596,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -54.835098,
        "architecture_energy": 39.673151,
        "activity_5": 86.975554,
        "activity_10": 86.990714,
        "activity_20": 89.947487,
        "activity_30": 93.235812
      },
      {
        "week": "2023-10-27",
        "open": 86.944786,
        "high": 88.107481,
        "low": 84.335377,
        "close": 84.832407,
        "volume": 1060367,
        "sma_30": 96.787255,
        "fair_value_history": 89.114619,
        "mansfield_rs": -14.064169,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -61.739767,
        "architecture_energy": 41.677016,
        "activity_5": 86.407519,
        "activity_10": 86.53776,
        "activity_20": 89.061183,
        "activity_30": 92.417359
      },
      {
        "week": "2023-11-03",
        "open": 85.471446,
        "high": 98.85576,
        "low": 85.143051,
        "close": 96.343982,
        "volume": 2226664,
        "sma_30": 96.466452,
        "fair_value_history": 89.272648,
        "mansfield_rs": -7.463515,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -15.296435,
        "architecture_energy": 14.452008,
        "activity_5": 89.654784,
        "activity_10": 88.240299,
        "activity_20": 89.401037,
        "activity_30": 92.388761
      },
      {
        "week": "2023-11-10",
        "open": 94.275981,
        "high": 96.849888,
        "low": 93.344138,
        "close": 96.38836,
        "volume": 787987,
        "sma_30": 96.062511,
        "fair_value_history": 89.421868,
        "mansfield_rs": -8.401056,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 7.197179,
        "architecture_energy": 17.842901,
        "activity_5": 92.268926,
        "activity_10": 89.818362,
        "activity_20": 89.789612,
        "activity_30": 92.383723
      },
      {
        "week": "2023-11-17",
        "open": 96.423862,
        "high": 100.533237,
        "low": 95.687192,
        "close": 99.583554,
        "volume": 1114223,
        "sma_30": 95.583251,
        "fair_value_history": 89.598866,
        "mansfield_rs": -7.191827,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 20.924981,
        "architecture_energy": 35.263137,
        "activity_5": 95.29371,
        "activity_10": 91.860866,
        "activity_20": 90.512528,
        "activity_30": 92.610887
      },
      {
        "week": "2023-11-24",
        "open": 99.166403,
        "high": 101.527297,
        "low": 98.624996,
        "close": 100.985889,
        "volume": 514004,
        "sma_30": 95.36389,
        "fair_value_history": 89.77851,
        "mansfield_rs": -6.528137,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 41.71321,
        "architecture_energy": 64.245594,
        "activity_5": 97.996607,
        "activity_10": 93.913698,
        "activity_20": 91.394665,
        "activity_30": 92.959444
      },
      {
        "week": "2023-12-01",
        "open": 100.408979,
        "high": 103.196774,
        "low": 99.108712,
        "close": 103.018388,
        "volume": 846272,
        "sma_30": 95.349014,
        "fair_value_history": 89.970124,
        "mansfield_rs": -5.176051,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 42.575874,
        "architecture_energy": 73.435184,
        "activity_5": 100.460457,
        "activity_10": 96.084009,
        "activity_20": 92.469651,
        "activity_30": 93.453283
      },
      {
        "week": "2023-12-08",
        "open": 102.98271,
        "high": 105.368634,
        "low": 102.590259,
        "close": 104.579272,
        "volume": 1027260,
        "sma_30": 95.570334,
        "fair_value_history": 90.181463,
        "mansfield_rs": -3.69735,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 45.251356,
        "architecture_energy": 76.910876,
        "activity_5": 102.232203,
        "activity_10": 98.201493,
        "activity_20": 93.68823,
        "activity_30": 94.048783
      },
      {
        "week": "2023-12-15",
        "open": 104.668466,
        "high": 106.50139,
        "low": 101.948067,
        "close": 102.331598,
        "volume": 1802534,
        "sma_30": 95.725516,
        "fair_value_history": 90.374623,
        "mansfield_rs": -7.650211,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 39.950408,
        "architecture_energy": 72.02999,
        "activity_5": 102.705705,
        "activity_10": 99.583872,
        "activity_20": 94.694914,
        "activity_30": 94.484994
      },
      {
        "week": "2023-12-22",
        "open": 103.464355,
        "high": 106.37206,
        "low": 102.153212,
        "close": 104.47224,
        "volume": 1196366,
        "sma_30": 95.974013,
        "fair_value_history": 90.593242,
        "mansfield_rs": -6.226995,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 44.980439,
        "architecture_energy": 68.281835,
        "activity_5": 103.496538,
        "activity_10": 101.068921,
        "activity_20": 95.918172,
        "activity_30": 95.049299
      },
      {
        "week": "2023-12-29",
        "open": 104.632788,
        "high": 105.408771,
        "low": 102.750807,
        "close": 104.552514,
        "volume": 804604,
        "sma_30": 95.995341,
        "fair_value_history": 90.831068,
        "mansfield_rs": -6.146471,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 42.375791,
        "architecture_energy": 58.718664,
        "activity_5": 103.988217,
        "activity_10": 102.264408,
        "activity_20": 97.047208,
        "activity_30": 95.60275
      },
      {
        "week": "2024-01-05",
        "open": 103.79437,
        "high": 106.157996,
        "low": 102.402953,
        "close": 102.71513,
        "volume": 772384,
        "sma_30": 95.682708,
        "fair_value_history": 91.038848,
        "mansfield_rs": -6.034971,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "up",
        "architecture_direction": 62.997642,
        "architecture_energy": 54.837231,
        "activity_5": 103.62966,
        "activity_10": 102.81101,
        "activity_20": 97.923293,
        "activity_30": 96.036285
      },
      {
        "week": "2024-01-12",
        "open": 102.706211,
        "high": 105.69419,
        "low": 102.233486,
        "close": 104.168983,
        "volume": 706020,
        "sma_30": 95.632082,
        "fair_value_history": 91.255734,
        "mansfield_rs": -6.168007,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 64.300428,
        "architecture_energy": 52.94787,
        "activity_5": 103.775937,
        "activity_10": 103.296808,
        "activity_20": 98.869048,
        "activity_30": 96.583787
      },
      {
        "week": "2024-01-19",
        "open": 103.348403,
        "high": 104.798688,
        "low": 101.858873,
        "close": 102.376195,
        "volume": 620137,
        "sma_30": 95.621411,
        "fair_value_history": 91.464315,
        "mansfield_rs": -8.550749,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 58.686,
        "architecture_energy": 45.989132,
        "activity_5": 103.351971,
        "activity_10": 103.314372,
        "activity_20": 99.572086,
        "activity_30": 97.018891
      },
      {
        "week": "2024-01-26",
        "open": 103.018388,
        "high": 104.784417,
        "low": 99.852022,
        "close": 102.233486,
        "volume": 1195529,
        "sma_30": 95.530094,
        "fair_value_history": 91.702836,
        "mansfield_rs": -9.401259,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 46.71915,
        "architecture_energy": 35.987299,
        "activity_5": 102.877462,
        "activity_10": 103.197119,
        "activity_20": 100.202505,
        "activity_30": 97.445476
      },
      {
        "week": "2024-02-02",
        "open": 102.126454,
        "high": 103.865725,
        "low": 100.182037,
        "close": 101.49318,
        "volume": 1412190,
        "sma_30": 95.552053,
        "fair_value_history": 91.911226,
        "mansfield_rs": -11.034695,
        "stage": 1,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 44.597971,
        "architecture_energy": 34.800017,
        "activity_5": 102.305435,
        "activity_10": 102.897085,
        "activity_20": 100.685728,
        "activity_30": 97.830191
      },
      {
        "week": "2024-02-09",
        "open": 101.082891,
        "high": 101.939147,
        "low": 80.987616,
        "close": 85.955688,
        "volume": 2665885,
        "sma_30": 95.018739,
        "fair_value_history": 92.032656,
        "mansfield_rs": -25.152007,
        "stage": 1,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "up",
        "architecture_direction": -8.06625,
        "architecture_energy": 21.043793,
        "activity_5": 96.758199,
        "activity_10": 99.762828,
        "activity_20": 99.620757,
        "activity_30": 97.211071
      },
      {
        "week": "2024-02-16",
        "open": 85.857576,
        "high": 87.186558,
        "low": 81.446962,
        "close": 85.991366,
        "volume": 2426906,
        "sma_30": 94.383959,
        "fair_value_history": 92.163449,
        "mansfield_rs": -24.220817,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -43.393628,
        "architecture_energy": 46.604595,
        "activity_5": 92.340153,
        "activity_10": 96.945289,
        "activity_20": 98.552271,
        "activity_30": 96.62866
      },
      {
        "week": "2024-02-23",
        "open": 85.39377,
        "high": 88.586894,
        "low": 85.197634,
        "close": 87.837669,
        "volume": 1407173,
        "sma_30": 93.8119,
        "fair_value_history": 92.255468,
        "mansfield_rs": -23.211279,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -35.579391,
        "architecture_energy": 59.480732,
        "activity_5": 89.749381,
        "activity_10": 94.801404,
        "activity_20": 97.662641,
        "activity_30": 96.206319
      },
      {
        "week": "2024-03-01",
        "open": 87.498734,
        "high": 92.306259,
        "low": 86.48193,
        "close": 91.503519,
        "volume": 1935657,
        "sma_30": 94.092681,
        "fair_value_history": 92.359622,
        "mansfield_rs": -20.154701,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -27.129462,
        "architecture_energy": 50.444362,
        "activity_5": 89.349795,
        "activity_10": 93.587563,
        "activity_20": 97.116114,
        "activity_30": 96.057391
      },
      {
        "week": "2024-03-08",
        "open": 91.646228,
        "high": 93.166135,
        "low": 84.867529,
        "close": 90.59189,
        "volume": 2241153,
        "sma_30": 94.173061,
        "fair_value_history": 92.432606,
        "mansfield_rs": -20.109015,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -25.15014,
        "architecture_energy": 57.507215,
        "activity_5": 89.361664,
        "activity_10": 92.443766,
        "activity_20": 96.46486,
        "activity_30": 95.831533
      },
      {
        "week": "2024-03-15",
        "open": 90.627768,
        "high": 91.381206,
        "low": 86.636343,
        "close": 88.268791,
        "volume": 3340306,
        "sma_30": 94.173063,
        "fair_value_history": 92.534966,
        "mansfield_rs": -21.482983,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -28.996543,
        "architecture_energy": 35.271011,
        "activity_5": 89.325918,
        "activity_10": 91.131417,
        "activity_20": 95.576386,
        "activity_30": 95.450613
      },
      {
        "week": "2024-03-22",
        "open": 88.035584,
        "high": 94.969003,
        "low": 87.676805,
        "close": 94.242474,
        "volume": 1435102,
        "sma_30": 94.34601,
        "fair_value_history": 92.694338,
        "mansfield_rs": -17.424798,
        "stage": 4,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "mixed",
        "architecture_direction": -26.594967,
        "architecture_energy": 22.807881,
        "activity_5": 91.127194,
        "activity_10": 91.167853,
        "activity_20": 95.240471,
        "activity_30": 95.455091
      },
      {
        "week": "2024-03-29",
        "open": 93.767091,
        "high": 99.310238,
        "low": 93.282738,
        "close": 98.314624,
        "volume": 1585595,
        "sma_30": 94.623809,
        "fair_value_history": 92.86776,
        "mansfield_rs": -13.581445,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "mixed",
        "architecture_direction": 2.146573,
        "architecture_energy": 6.937308,
        "activity_5": 93.735779,
        "activity_10": 92.125162,
        "activity_20": 95.302387,
        "activity_30": 95.71113
      },
      {
        "week": "2024-04-05",
        "open": 98.144204,
        "high": 98.144204,
        "low": 93.892664,
        "close": 94.897247,
        "volume": 1489993,
        "sma_30": 94.91611,
        "fair_value_history": 93.014957,
        "mansfield_rs": -15.241492,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -3.067954,
        "architecture_energy": 10.239359,
        "activity_5": 94.506775,
        "activity_10": 92.534976,
        "activity_20": 95.029665,
        "activity_30": 95.728772
      },
      {
        "week": "2024-04-12",
        "open": 95.291905,
        "high": 97.646397,
        "low": 93.498006,
        "close": 95.004881,
        "volume": 1080147,
        "sma_30": 95.178863,
        "fair_value_history": 93.157883,
        "mansfield_rs": -13.261198,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": 0.726254,
        "architecture_energy": 12.583319,
        "activity_5": 95.0874,
        "activity_10": 93.097746,
        "activity_20": 94.78951,
        "activity_30": 95.734499
      },
      {
        "week": "2024-04-19",
        "open": 95.596868,
        "high": 97.32798,
        "low": 93.524915,
        "close": 97.184468,
        "volume": 1105908,
        "sma_30": 95.601545,
        "fair_value_history": 93.313074,
        "mansfield_rs": -7.762895,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": 9.418925,
        "architecture_energy": 15.251959,
        "activity_5": 96.100355,
        "activity_10": 94.174774,
        "activity_20": 94.785416,
        "activity_30": 95.863893
      },
      {
        "week": "2024-04-26",
        "open": 97.166529,
        "high": 98.485045,
        "low": 92.457545,
        "close": 93.43522,
        "volume": 1300759,
        "sma_30": 95.828543,
        "fair_value_history": 93.445138,
        "mansfield_rs": -12.989205,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -28.327053,
        "architecture_energy": 15.32997,
        "activity_5": 95.269182,
        "activity_10": 94.365961,
        "activity_20": 94.452031,
        "activity_30": 95.72413
      },
      {
        "week": "2024-05-03",
        "open": 94.072054,
        "high": 95.067668,
        "low": 88.851808,
        "close": 92.278155,
        "volume": 2104384,
        "sma_30": 96.018748,
        "fair_value_history": 93.562852,
        "mansfield_rs": -13.997346,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -35.243034,
        "architecture_energy": 14.37147,
        "activity_5": 94.106138,
        "activity_10": 94.211429,
        "activity_20": 94.061517,
        "activity_30": 95.495072
      },
      {
        "week": "2024-05-10",
        "open": 92.484453,
        "high": 94.740281,
        "low": 91.937314,
        "close": 94.31423,
        "volume": 1015085,
        "sma_30": 96.237769,
        "fair_value_history": 93.690898,
        "mansfield_rs": -13.231677,
        "stage": 3,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -30.699985,
        "architecture_energy": 14.812189,
        "activity_5": 94.024216,
        "activity_10": 94.346357,
        "activity_20": 93.912788,
        "activity_30": 95.385104
      },
      {
        "week": "2024-05-17",
        "open": 94.690949,
        "high": 95.695532,
        "low": 92.027009,
        "close": 93.471098,
        "volume": 975129,
        "sma_30": 96.44555,
        "fair_value_history": 93.817112,
        "mansfield_rs": -14.934016,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -35.398474,
        "architecture_energy": 21.048622,
        "activity_5": 93.700119,
        "activity_10": 94.276884,
        "activity_20": 93.732132,
        "activity_30": 95.206609
      },
      {
        "week": "2024-05-24",
        "open": 93.399342,
        "high": 94.188657,
        "low": 89.838453,
        "close": 89.856392,
        "volume": 979960,
        "sma_30": 96.613016,
        "fair_value_history": 93.901435,
        "mansfield_rs": -17.729457,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -50.176425,
        "architecture_energy": 41.413349,
        "activity_5": 92.273371,
        "activity_10": 93.497843,
        "activity_20": 93.259987,
        "activity_30": 94.781502
      },
      {
        "week": "2024-05-31",
        "open": 89.318222,
        "high": 89.52452,
        "low": 84.071068,
        "close": 84.959048,
        "volume": 925089,
        "sma_30": 96.233518,
        "fair_value_history": 93.963111,
        "mansfield_rs": -21.282319,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "down",
        "architecture_direction": -76.147265,
        "architecture_energy": 65.206416,
        "activity_5": 89.702714,
        "activity_10": 91.79951,
        "activity_20": 92.38266,
        "activity_30": 94.029633
      },
      {
        "week": "2024-06-07",
        "open": 85.80218,
        "high": 87.875797,
        "low": 83.775075,
        "close": 87.605049,
        "volume": 901632,
        "sma_30": 95.940741,
        "fair_value_history": 94.031219,
        "mansfield_rs": -19.075821,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -65.252695,
        "architecture_energy": 67.498284,
        "activity_5": 88.579136,
        "activity_10": 90.751058,
        "activity_20": 91.848809,
        "activity_30": 93.472957
      },
      {
        "week": "2024-06-14",
        "open": 86.910129,
        "high": 86.910129,
        "low": 82.56011,
        "close": 83.814576,
        "volume": 950802,
        "sma_30": 95.415109,
        "fair_value_history": 94.074868,
        "mansfield_rs": -23.182007,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -76.329144,
        "architecture_energy": 77.814626,
        "activity_5": 86.503607,
        "activity_10": 89.208148,
        "activity_20": 91.0243,
        "activity_30": 92.690624
      },
      {
        "week": "2024-06-21",
        "open": 83.670177,
        "high": 85.98056,
        "low": 83.476141,
        "close": 85.195391,
        "volume": 1074660,
        "sma_30": 94.888759,
        "fair_value_history": 94.119703,
        "mansfield_rs": -21.789213,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.247579,
        "architecture_energy": 77.184562,
        "activity_5": 85.588326,
        "activity_10": 88.117799,
        "activity_20": 90.419006,
        "activity_30": 92.031287
      },
      {
        "week": "2024-06-28",
        "open": 85.484189,
        "high": 85.994098,
        "low": 80.976233,
        "close": 82.316436,
        "volume": 1425199,
        "sma_30": 94.198694,
        "fair_value_history": 94.152891,
        "mansfield_rs": -23.740285,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -76.841267,
        "architecture_energy": 79.880348,
        "activity_5": 84.265108,
        "activity_10": 86.682358,
        "activity_20": 89.617134,
        "activity_30": 91.22017
      },
      {
        "week": "2024-07-05",
        "open": 82.117888,
        "high": 82.885007,
        "low": 79.861654,
        "close": 80.376075,
        "volume": 447614,
        "sma_30": 93.39192,
        "fair_value_history": 94.169675,
        "mansfield_rs": -26.306273,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -80.345097,
        "architecture_energy": 83.739557,
        "activity_5": 82.797766,
        "activity_10": 85.164452,
        "activity_20": 88.647796,
        "activity_30": 90.328388
      },
      {
        "week": "2024-07-12",
        "open": 81.016846,
        "high": 83.940925,
        "low": 76.748051,
        "close": 83.354304,
        "volume": 895045,
        "sma_30": 92.759344,
        "fair_value_history": 94.206621,
        "mansfield_rs": -23.699358,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.604055,
        "architecture_energy": 66.642527,
        "activity_5": 82.628699,
        "activity_10": 84.425481,
        "activity_20": 87.988838,
        "activity_30": 89.6808
      },
      {
        "week": "2024-07-19",
        "open": 84.085324,
        "high": 92.510101,
        "low": 83.8958,
        "close": 90.556202,
        "volume": 1084909,
        "sma_30": 92.295476,
        "fair_value_history": 94.283945,
        "mansfield_rs": -14.853395,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -51.159858,
        "architecture_energy": 37.820033,
        "activity_5": 85.143648,
        "activity_10": 85.158197,
        "activity_20": 88.037125,
        "activity_30": 89.538662
      },
      {
        "week": "2024-07-26",
        "open": 90.113981,
        "high": 92.054342,
        "low": 89.328811,
        "close": 91.918968,
        "volume": 952471,
        "sma_30": 91.874358,
        "fair_value_history": 94.342295,
        "mansfield_rs": -12.290785,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -23.434088,
        "architecture_energy": 14.845653,
        "activity_5": 87.66341,
        "activity_10": 86.207018,
        "activity_20": 88.21971,
        "activity_30": 89.514371
      },
      {
        "week": "2024-08-02",
        "open": 92.054342,
        "high": 94.671573,
        "low": 83.796526,
        "close": 86.305458,
        "volume": 1398920,
        "sma_30": 91.327369,
        "fair_value_history": 94.34928,
        "mansfield_rs": -15.639651,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -29.02562,
        "architecture_energy": 21.625251,
        "activity_5": 87.863763,
        "activity_10": 86.26342,
        "activity_20": 87.861355,
        "activity_30": 89.155087
      },
      {
        "week": "2024-08-09",
        "open": 84.229723,
        "high": 86.097884,
        "low": 82.099838,
        "close": 82.821833,
        "volume": 1021485,
        "sma_30": 90.615797,
        "fair_value_history": 94.316889,
        "mansfield_rs": -18.689783,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -43.409493,
        "architecture_energy": 25.289612,
        "activity_5": 86.636974,
        "activity_10": 85.750999,
        "activity_20": 87.180576,
        "activity_30": 88.606343
      },
      {
        "week": "2024-08-16",
        "open": 82.596209,
        "high": 85.032942,
        "low": 81.341743,
        "close": 83.940925,
        "volume": 715659,
        "sma_30": 90.001288,
        "fair_value_history": 94.286098,
        "mansfield_rs": -20.330798,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -41.870071,
        "architecture_energy": 22.259207,
        "activity_5": 85.620165,
        "activity_10": 85.480907,
        "activity_20": 86.660761,
        "activity_30": 88.175706
      },
      {
        "week": "2024-08-23",
        "open": 83.9319,
        "high": 85.682737,
        "low": 82.226187,
        "close": 84.455346,
        "volume": 838991,
        "sma_30": 89.408683,
        "fair_value_history": 94.233736,
        "mansfield_rs": -20.515244,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.409944,
        "architecture_energy": 33.676157,
        "activity_5": 84.735721,
        "activity_10": 85.370967,
        "activity_20": 86.258384,
        "activity_30": 87.817903
      },
      {
        "week": "2024-08-30",
        "open": 85.014892,
        "high": 85.597,
        "low": 82.050201,
        "close": 84.825368,
        "volume": 858840,
        "sma_30": 88.85309,
        "fair_value_history": 94.165416,
        "mansfield_rs": -19.965142,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.766306,
        "architecture_energy": 37.998322,
        "activity_5": 84.381342,
        "activity_10": 85.316653,
        "activity_20": 85.940972,
        "activity_30": 87.522205
      },
      {
        "week": "2024-09-06",
        "open": 84.202648,
        "high": 85.556388,
        "low": 78.711563,
        "close": 78.812419,
        "volume": 940474,
        "sma_30": 88.614981,
        "fair_value_history": 94.104753,
        "mansfield_rs": -22.029101,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -71.835062,
        "architecture_energy": 57.393293,
        "activity_5": 82.495553,
        "activity_10": 84.175804,
        "activity_20": 85.099371,
        "activity_30": 86.87442
      },
      {
        "week": "2024-09-13",
        "open": 78.712472,
        "high": 80.920383,
        "low": 77.031552,
        "close": 80.393392,
        "volume": 1052615,
        "sma_30": 88.428382,
        "fair_value_history": 94.049757,
        "mansfield_rs": -23.089995,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.291856,
        "architecture_energy": 59.061827,
        "activity_5": 81.63629,
        "activity_10": 83.386113,
        "activity_20": 84.495825,
        "activity_30": 86.343995
      },
      {
        "week": "2024-09-20",
        "open": 80.920383,
        "high": 84.227706,
        "low": 79.484786,
        "close": 83.464477,
        "volume": 1683215,
        "sma_30": 88.282609,
        "fair_value_history": 93.986246,
        "mansfield_rs": -20.845446,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -55.124399,
        "architecture_energy": 45.607671,
        "activity_5": 81.962619,
        "activity_10": 83.154487,
        "activity_20": 84.246867,
        "activity_30": 86.023743
      },
      {
        "week": "2024-09-27",
        "open": 83.518994,
        "high": 83.946038,
        "low": 78.430804,
        "close": 79.021398,
        "volume": 1124627,
        "sma_30": 87.866538,
        "fair_value_history": 93.871433,
        "mansfield_rs": -24.959432,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -65.645936,
        "architecture_energy": 54.81064,
        "activity_5": 80.839685,
        "activity_10": 82.113025,
        "activity_20": 83.616729,
        "activity_30": 85.426246
      },
      {
        "week": "2024-10-04",
        "open": 78.903279,
        "high": 80.488795,
        "low": 76.549992,
        "close": 78.430804,
        "volume": 1051807,
        "sma_30": 87.461168,
        "fair_value_history": 93.731522,
        "mansfield_rs": -25.19037,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.756269,
        "architecture_energy": 46.76791,
        "activity_5": 79.88215,
        "activity_10": 81.173906,
        "activity_20": 83.003167,
        "activity_30": 84.817489
      },
      {
        "week": "2024-10-11",
        "open": 77.840211,
        "high": 79.593819,
        "low": 76.728078,
        "close": 79.548389,
        "volume": 775284,
        "sma_30": 87.170488,
        "fair_value_history": 93.606686,
        "mansfield_rs": -24.441658,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -59.105799,
        "architecture_energy": 41.147142,
        "activity_5": 79.723447,
        "activity_10": 80.683223,
        "activity_20": 82.567661,
        "activity_30": 84.306987
      },
      {
        "week": "2024-10-18",
        "open": 79.593819,
        "high": 82.156086,
        "low": 78.757902,
        "close": 79.721024,
        "volume": 1219113,
        "sma_30": 86.68644,
        "fair_value_history": 93.455993,
        "mansfield_rs": -24.337405,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -58.067115,
        "architecture_energy": 49.50083,
        "activity_5": 79.573224,
        "activity_10": 80.346785,
        "activity_20": 82.197683,
        "activity_30": 83.826376
      },
      {
        "week": "2024-10-25",
        "open": 79.939089,
        "high": 80.647801,
        "low": 70.416906,
        "close": 70.462336,
        "volume": 1731204,
        "sma_30": 85.75803,
        "fair_value_history": 93.234916,
        "mansfield_rs": -31.846177,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -83.14105,
        "architecture_energy": 70.729349,
        "activity_5": 76.381597,
        "activity_10": 78.383327,
        "activity_20": 80.970869,
        "activity_30": 82.77966
      },
      {
        "week": "2024-11-01",
        "open": 71.152876,
        "high": 78.076448,
        "low": 67.527542,
        "close": 68.308942,
        "volume": 3424790,
        "sma_30": 84.871753,
        "fair_value_history": 93.017258,
        "mansfield_rs": -32.2369,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -85.10974,
        "architecture_energy": 82.702029,
        "activity_5": 73.338981,
        "activity_10": 76.273408,
        "activity_20": 79.620601,
        "activity_30": 81.653912
      },
      {
        "week": "2024-11-08",
        "open": 68.708728,
        "high": 75.873081,
        "low": 67.845553,
        "close": 72.406752,
        "volume": 2370592,
        "sma_30": 84.118482,
        "fair_value_history": 92.835286,
        "mansfield_rs": -30.671474,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.769272,
        "architecture_energy": 74.849504,
        "activity_5": 72.376465,
        "activity_10": 75.202117,
        "activity_20": 78.734437,
        "activity_30": 80.849719
      },
      {
        "week": "2024-11-15",
        "open": 72.415838,
        "high": 74.087671,
        "low": 66.091945,
        "close": 66.455387,
        "volume": 1716827,
        "sma_30": 83.09418,
        "fair_value_history": 92.628889,
        "mansfield_rs": -34.218184,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -78.447849,
        "architecture_energy": 83.958293,
        "activity_5": 69.831764,
        "activity_10": 73.274552,
        "activity_20": 77.342374,
        "activity_30": 79.710164
      },
      {
        "week": "2024-11-22",
        "open": 66.500818,
        "high": 69.381096,
        "low": 65.13791,
        "close": 69.135773,
        "volume": 1739186,
        "sma_30": 82.284198,
        "fair_value_history": 92.449146,
        "mansfield_rs": -31.860596,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -62.889427,
        "architecture_energy": 72.99629,
        "activity_5": 69.053393,
        "activity_10": 72.059004,
        "activity_20": 76.281115,
        "activity_30": 78.809622
      },
      {
        "week": "2024-11-29",
        "open": 69.381096,
        "high": 73.074577,
        "low": 69.381096,
        "close": 71.643523,
        "volume": 1316685,
        "sma_30": 81.596377,
        "fair_value_history": 92.281873,
        "mansfield_rs": -29.348479,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -60.687983,
        "architecture_energy": 51.398136,
        "activity_5": 69.816621,
        "activity_10": 71.504094,
        "activity_20": 75.512215,
        "activity_30": 78.123126
      },
      {
        "week": "2024-12-06",
        "open": 71.907019,
        "high": 76.477303,
        "low": 70.011676,
        "close": 75.332461,
        "volume": 2233576,
        "sma_30": 80.963652,
        "fair_value_history": 92.147758,
        "mansfield_rs": -25.44718,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -55.913866,
        "architecture_energy": 41.880898,
        "activity_5": 71.730749,
        "activity_10": 71.834826,
        "activity_20": 75.150408,
        "activity_30": 77.719003
      },
      {
        "week": "2024-12-13",
        "open": 75.577784,
        "high": 78.296646,
        "low": 74.375637,
        "close": 76.288101,
        "volume": 2194704,
        "sma_30": 80.390885,
        "fair_value_history": 92.029885,
        "mansfield_rs": -23.218124,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -38.344042,
        "architecture_energy": 23.749571,
        "activity_5": 73.49519,
        "activity_10": 72.406383,
        "activity_20": 74.952108,
        "activity_30": 77.417354
      },
      {
        "week": "2024-12-20",
        "open": 76.526015,
        "high": 76.526015,
        "low": 69.260482,
        "close": 69.644805,
        "volume": 3769661,
        "sma_30": 79.717165,
        "fair_value_history": 91.843971,
        "mansfield_rs": -27.703529,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -47.269309,
        "architecture_energy": 24.848994,
        "activity_5": 72.786442,
        "activity_10": 71.809026,
        "activity_20": 74.195546,
        "activity_30": 76.724059
      },
      {
        "week": "2024-12-27",
        "open": 69.635654,
        "high": 71.662134,
        "low": 68.738901,
        "close": 70.294493,
        "volume": 899542,
        "sma_30": 79.228347,
        "fair_value_history": 91.645234,
        "mansfield_rs": -26.595992,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -44.345328,
        "architecture_energy": 24.936497,
        "activity_5": 72.081629,
        "activity_10": 71.509859,
        "activity_20": 73.580196,
        "activity_30": 76.116145
      },
      {
        "week": "2025-01-03",
        "open": 69.754611,
        "high": 72.24356,
        "low": 68.629094,
        "close": 71.813484,
        "volume": 1264374,
        "sma_30": 78.701961,
        "fair_value_history": 91.498348,
        "mansfield_rs": -23.701272,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -39.968349,
        "architecture_energy": 25.736879,
        "activity_5": 71.805898,
        "activity_10": 71.658264,
        "activity_20": 73.169165,
        "activity_30": 75.637766
      },
      {
        "week": "2025-01-10",
        "open": 71.676226,
        "high": 72.637033,
        "low": 67.348018,
        "close": 68.931062,
        "volume": 1356258,
        "sma_30": 78.205844,
        "fair_value_history": 91.352996,
        "mansfield_rs": -24.379654,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -59.774542,
        "architecture_energy": 38.521901,
        "activity_5": 70.558029,
        "activity_10": 71.258026,
        "activity_20": 72.541368,
        "activity_30": 75.007386
      },
      {
        "week": "2025-01-17",
        "open": 68.931062,
        "high": 73.484648,
        "low": 68.519287,
        "close": 70.303644,
        "volume": 1773264,
        "sma_30": 77.709453,
        "fair_value_history": 91.227823,
        "mansfield_rs": -24.176234,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -51.775661,
        "architecture_energy": 33.789951,
        "activity_5": 70.194447,
        "activity_10": 71.096036,
        "activity_20": 72.118218,
        "activity_30": 74.497566
      },
      {
        "week": "2025-01-24",
        "open": 70.91673,
        "high": 74.018765,
        "low": 70.91673,
        "close": 71.685376,
        "volume": 1298120,
        "sma_30": 77.355084,
        "fair_value_history": 91.114586,
        "mansfield_rs": -23.106399,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -49.803665,
        "architecture_energy": 30.235606,
        "activity_5": 70.690407,
        "activity_10": 71.22351,
        "activity_20": 71.895812,
        "activity_30": 74.108916
      },
      {
        "week": "2025-01-31",
        "open": 72.399119,
        "high": 74.174325,
        "low": 67.878749,
        "close": 68.638245,
        "volume": 1894246,
        "sma_30": 76.963823,
        "fair_value_history": 90.964609,
        "mansfield_rs": -24.736351,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -57.782136,
        "architecture_energy": 35.52658,
        "activity_5": 70.034618,
        "activity_10": 70.701868,
        "activity_20": 71.417142,
        "activity_30": 73.54654
      },
      {
        "week": "2025-02-07",
        "open": 67.485276,
        "high": 69.708858,
        "low": 62.946605,
        "close": 63.687799,
        "volume": 2292212,
        "sma_30": 76.308273,
        "fair_value_history": 90.867343,
        "mansfield_rs": -29.436452,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -72.60511,
        "architecture_energy": 54.398903,
        "activity_5": 67.839097,
        "activity_10": 69.289192,
        "activity_20": 70.522978,
        "activity_30": 72.690022
      },
      {
        "week": "2025-02-14",
        "open": 67.036899,
        "high": 80.698664,
        "low": 66.030339,
        "close": 80.241137,
        "volume": 3811185,
        "sma_30": 75.964437,
        "fair_value_history": 90.88614,
        "mansfield_rs": -11.916129,
        "stage": 1,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -9.359915,
        "architecture_energy": 7.468517,
        "activity_5": 71.703067,
        "activity_10": 71.030863,
        "activity_20": 71.299497,
        "activity_30": 72.943755
      },
      {
        "week": "2025-02-21",
        "open": 80.13133,
        "high": 80.543105,
        "low": 76.370456,
        "close": 77.642382,
        "volume": 1425904,
        "sma_30": 75.488551,
        "fair_value_history": 90.886463,
        "mansfield_rs": -12.869143,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": 0.428647,
        "architecture_energy": 7.543224,
        "activity_5": 73.946781,
        "activity_10": 72.210784,
        "activity_20": 71.822707,
        "activity_30": 73.052009
      },
      {
        "week": "2025-02-28",
        "open": 77.651532,
        "high": 81.47646,
        "low": 76.571768,
        "close": 80.497352,
        "volume": 2086438,
        "sma_30": 75.294948,
        "fair_value_history": 90.908277,
        "mansfield_rs": -8.252265,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "mixed",
        "architecture_direction": 28.843045,
        "architecture_energy": 29.707424,
        "activity_5": 76.652903,
        "activity_10": 73.885168,
        "activity_20": 72.621573,
        "activity_30": 73.375158
      },
      {
        "week": "2025-03-07",
        "open": 80.29604,
        "high": 83.242516,
        "low": 76.571768,
        "close": 82.684332,
        "volume": 2255213,
        "sma_30": 75.290364,
        "fair_value_history": 90.958088,
        "mansfield_rs": -2.317066,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 34.927445,
        "architecture_energy": 44.028716,
        "activity_5": 79.500552,
        "activity_10": 75.759865,
        "activity_20": 73.624204,
        "activity_30": 73.851892
      },
      {
        "week": "2025-03-14",
        "open": 82.63858,
        "high": 87.826939,
        "low": 78.314147,
        "close": 82.017945,
        "volume": 2760188,
        "sma_30": 75.226265,
        "fair_value_history": 90.936652,
        "mansfield_rs": -0.468595,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 37.36468,
        "architecture_energy": 60.522236,
        "activity_5": 81.189667,
        "activity_10": 77.288131,
        "activity_20": 74.549259,
        "activity_30": 74.28593
      },
      {
        "week": "2025-03-21",
        "open": 80.377955,
        "high": 83.952765,
        "low": 77.466511,
        "close": 79.788295,
        "volume": 4387242,
        "sma_30": 75.070697,
        "fair_value_history": 90.913135,
        "mansfield_rs": -3.136708,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 34.732169,
        "architecture_energy": 56.733154,
        "activity_5": 80.913556,
        "activity_10": 78.225471,
        "activity_20": 75.20694,
        "activity_30": 74.580254
      },
      {
        "week": "2025-03-28",
        "open": 80.119979,
        "high": 83.48288,
        "low": 79.875823,
        "close": 81.151883,
        "volume": 1827182,
        "sma_30": 74.948247,
        "fair_value_history": 90.867966,
        "mansfield_rs": 0.580465,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "up",
        "architecture_direction": 60.74078,
        "architecture_energy": 56.599306,
        "activity_5": 81.122163,
        "activity_10": 79.213331,
        "activity_20": 75.939822,
        "activity_30": 74.972589
      },
      {
        "week": "2025-04-04",
        "open": 80.995254,
        "high": 83.501307,
        "low": 76.812358,
        "close": 77.991677,
        "volume": 1717911,
        "sma_30": 74.920889,
        "fair_value_history": 90.8142,
        "mansfield_rs": 6.740214,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 55.08363,
        "architecture_energy": 35.211125,
        "activity_5": 80.043402,
        "activity_10": 79.429368,
        "activity_20": 76.330089,
        "activity_30": 75.168939
      },
      {
        "week": "2025-04-11",
        "open": 75.697533,
        "high": 78.770211,
        "low": 71.689691,
        "close": 78.433921,
        "volume": 2254752,
        "sma_30": 74.855573,
        "fair_value_history": 90.760781,
        "mansfield_rs": 2.146453,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 41.198367,
        "architecture_energy": 24.292444,
        "activity_5": 79.2791,
        "activity_10": 79.611153,
        "activity_20": 76.70754,
        "activity_30": 75.395587
      },
      {
        "week": "2025-04-18",
        "open": 78.793245,
        "high": 79.24931,
        "low": 72.431372,
        "close": 72.721595,
        "volume": 1452492,
        "sma_30": 74.497477,
        "fair_value_history": 90.682571,
        "mansfield_rs": -3.153125,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 23.324818,
        "architecture_energy": 14.450283,
        "activity_5": 76.89405,
        "activity_10": 78.576229,
        "activity_20": 76.496683,
        "activity_30": 75.257911
      },
      {
        "week": "2025-04-25",
        "open": 72.22407,
        "high": 74.125722,
        "low": 69.920713,
        "close": 72.786089,
        "volume": 1605391,
        "sma_30": 74.289634,
        "fair_value_history": 90.563108,
        "mansfield_rs": -6.653249,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 15.074292,
        "architecture_energy": 16.110722,
        "activity_5": 75.150255,
        "activity_10": 77.388782,
        "activity_20": 76.286834,
        "activity_30": 75.147498
      },
      {
        "week": "2025-05-02",
        "open": 73.431029,
        "high": 73.776533,
        "low": 56.699442,
        "close": 61.619413,
        "volume": 4822696,
        "sma_30": 73.729254,
        "fair_value_history": 90.39798,
        "mansfield_rs": -22.442026,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -37.091983,
        "architecture_energy": 33.624154,
        "activity_5": 70.151048,
        "activity_10": 74.306575,
        "activity_20": 75.025618,
        "activity_30": 74.330065
      },
      {
        "week": "2025-05-09",
        "open": 60.854699,
        "high": 62.061658,
        "low": 58.740217,
        "close": 60.734924,
        "volume": 2978620,
        "sma_30": 73.102138,
        "fair_value_history": 90.245972,
        "mansfield_rs": -22.421222,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -40.825202,
        "architecture_energy": 57.35172,
        "activity_5": 66.159177,
        "activity_10": 71.35488,
        "activity_20": 73.750016,
        "activity_30": 73.491721
      },
      {
        "week": "2025-05-16",
        "open": 62.034018,
        "high": 66.161634,
        "low": 61.94649,
        "close": 66.106353,
        "volume": 2922571,
        "sma_30": 72.648316,
        "fair_value_history": 90.154313,
        "mansfield_rs": -19.045558,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -35.83994,
        "architecture_energy": 63.006271,
        "activity_5": 65.108232,
        "activity_10": 69.739124,
        "activity_20": 73.028406,
        "activity_30": 73.04038
      },
      {
        "week": "2025-05-23",
        "open": 65.341639,
        "high": 66.548598,
        "low": 59.73066,
        "close": 59.951783,
        "volume": 2916808,
        "sma_30": 72.297964,
        "fair_value_history": 89.986066,
        "mansfield_rs": -23.941982,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "down",
        "architecture_direction": -75.570444,
        "architecture_energy": 80.556726,
        "activity_5": 62.827601,
        "activity_10": 67.305774,
        "activity_20": 71.740591,
        "activity_30": 72.221249
      },
      {
        "week": "2025-05-30",
        "open": 60.67043,
        "high": 60.69807,
        "low": 58.956732,
        "close": 59.629313,
        "volume": 1889894,
        "sma_30": 72.008643,
        "fair_value_history": 89.820616,
        "mansfield_rs": -25.013959,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -71.729832,
        "architecture_energy": 79.286883,
        "activity_5": 61.290801,
        "activity_10": 65.214996,
        "activity_20": 70.478548,
        "activity_30": 71.403916
      },
      {
        "week": "2025-06-06",
        "open": 59.445044,
        "high": 59.534145,
        "low": 57.725006,
        "close": 58.394713,
        "volume": 2394460,
        "sma_30": 71.541575,
        "fair_value_history": 89.666978,
        "mansfield_rs": -27.047478,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -72.569887,
        "architecture_energy": 78.241579,
        "activity_5": 60.219586,
        "activity_10": 63.266272,
        "activity_20": 69.143219,
        "activity_30": 70.525598
      },
      {
        "week": "2025-06-13",
        "open": 58.887692,
        "high": 59.641112,
        "low": 55.464746,
        "close": 56.301879,
        "volume": 2119575,
        "sma_30": 71.203125,
        "fair_value_history": 89.530371,
        "mansfield_rs": -28.773553,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -76.212136,
        "architecture_energy": 83.209879,
        "activity_5": 58.66574,
        "activity_10": 61.350799,
        "activity_20": 67.665281,
        "activity_30": 69.542392
      },
      {
        "week": "2025-06-20",
        "open": 56.850667,
        "high": 57.56223,
        "low": 54.962466,
        "close": 55.408937,
        "volume": 2196789,
        "sma_30": 70.745564,
        "fair_value_history": 89.342316,
        "mansfield_rs": -29.121528,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -74.157373,
        "architecture_energy": 84.519395,
        "activity_5": 57.109783,
        "activity_10": 59.667334,
        "activity_20": 66.175556,
        "activity_30": 68.523412
      },
      {
        "week": "2025-06-27",
        "open": 55.483349,
        "high": 56.213515,
        "low": 53.827685,
        "close": 55.120591,
        "volume": 2616663,
        "sma_30": 70.194799,
        "fair_value_history": 89.138634,
        "mansfield_rs": -31.21748,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -72.650865,
        "architecture_energy": 82.695687,
        "activity_5": 56.170872,
        "activity_10": 58.350077,
        "activity_20": 64.721366,
        "activity_30": 67.515349
      },
      {
        "week": "2025-07-04",
        "open": 55.334525,
        "high": 58.87839,
        "low": 54.776436,
        "close": 57.073902,
        "volume": 1945577,
        "sma_30": 69.586181,
        "fair_value_history": 88.932361,
        "mansfield_rs": -29.39018,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.033207,
        "architecture_energy": 74.874392,
        "activity_5": 56.205144,
        "activity_10": 57.707987,
        "activity_20": 63.494002,
        "activity_30": 66.66884
      },
      {
        "week": "2025-07-11",
        "open": 56.897174,
        "high": 57.985448,
        "low": 54.209046,
        "close": 54.367171,
        "volume": 1748679,
        "sma_30": 68.855483,
        "fair_value_history": 88.723183,
        "mansfield_rs": -31.90987,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -71.427682,
        "architecture_energy": 71.167846,
        "activity_5": 55.507533,
        "activity_10": 56.85944,
        "activity_20": 62.119174,
        "activity_30": 65.686968
      },
      {
        "week": "2025-07-18",
        "open": 54.069523,
        "high": 54.888054,
        "low": 52.469668,
        "close": 52.683602,
        "volume": 1838609,
        "sma_30": 68.29011,
        "fair_value_history": 88.483712,
        "mansfield_rs": -33.606519,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -75.36662,
        "architecture_energy": 71.369036,
        "activity_5": 54.517235,
        "activity_10": 55.836648,
        "activity_20": 60.69484,
        "activity_30": 64.643621
      },
      {
        "week": "2025-07-25",
        "open": 52.841727,
        "high": 56.539067,
        "low": 52.41851,
        "close": 56.153056,
        "volume": 1932182,
        "sma_30": 67.818728,
        "fair_value_history": 88.23398,
        "mansfield_rs": -29.402668,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.056847,
        "architecture_energy": 57.09382,
        "activity_5": 54.92464,
        "activity_10": 55.591054,
        "activity_20": 59.733377,
        "activity_30": 63.860585
      },
      {
        "week": "2025-08-01",
        "open": 56.357688,
        "high": 57.338995,
        "low": 41.921786,
        "close": 41.921786,
        "volume": 4494979,
        "sma_30": 66.822339,
        "fair_value_history": 87.895245,
        "mansfield_rs": -45.17559,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -93.543679,
        "architecture_energy": 92.471812,
        "activity_5": 50.53868,
        "activity_10": 52.938925,
        "activity_20": 57.542895,
        "activity_30": 62.189815
      },
      {
        "week": "2025-08-08",
        "open": 42.3264,
        "high": 50.488452,
        "low": 41.056748,
        "close": 49.735032,
        "volume": 6158311,
        "sma_30": 66.182471,
        "fair_value_history": 87.570148,
        "mansfield_rs": -35.739273,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.042808,
        "architecture_energy": 74.527271,
        "activity_5": 49.637056,
        "activity_10": 52.035204,
        "activity_20": 56.287465,
        "activity_30": 61.087408
      },
      {
        "week": "2025-08-15",
        "open": 49.521098,
        "high": 49.790841,
        "low": 45.921517,
        "close": 47.549183,
        "volume": 3236545,
        "sma_30": 65.423989,
        "fair_value_history": 87.243485,
        "mansfield_rs": -38.38655,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -70.395953,
        "architecture_energy": 73.657664,
        "activity_5": 48.496074,
        "activity_10": 50.913953,
        "activity_20": 54.96697,
        "activity_30": 59.885261
      },
      {
        "week": "2025-08-22",
        "open": 47.744515,
        "high": 52.079006,
        "low": 47.488724,
        "close": 51.716248,
        "volume": 3238233,
        "sma_30": 64.758351,
        "fair_value_history": 86.952756,
        "mansfield_rs": -32.401105,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.026398,
        "architecture_energy": 70.726255,
        "activity_5": 49.198646,
        "activity_10": 50.747541,
        "activity_20": 54.203351,
        "activity_30": 59.00089
      },
      {
        "week": "2025-08-29",
        "open": 51.669741,
        "high": 52.190624,
        "low": 49.735032,
        "close": 51.362792,
        "volume": 1943273,
        "sma_30": 64.182503,
        "fair_value_history": 86.681984,
        "mansfield_rs": -32.034238,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -59.063391,
        "architecture_energy": 52.332154,
        "activity_5": 49.84789,
        "activity_10": 50.600239,
        "activity_20": 53.531191,
        "activity_30": 58.136661
      },
      {
        "week": "2025-09-05",
        "open": 51.158159,
        "high": 53.797232,
        "low": 50.158726,
        "close": 50.769845,
        "volume": 2074249,
        "sma_30": 63.751904,
        "fair_value_history": 86.378507,
        "mansfield_rs": -32.276645,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -47.165111,
        "architecture_energy": 40.98916,
        "activity_5": 50.618836,
        "activity_10": 50.418695,
        "activity_20": 52.93147,
        "activity_30": 57.271328
      },
      {
        "week": "2025-09-12",
        "open": 50.769845,
        "high": 51.00489,
        "low": 47.714252,
        "close": 49.76385,
        "volume": 2867579,
        "sma_30": 62.735995,
        "fair_value_history": 86.104585,
        "mansfield_rs": -33.886676,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -46.721441,
        "architecture_energy": 36.051786,
        "activity_5": 50.464579,
        "activity_10": 50.133348,
        "activity_20": 52.340472,
        "activity_30": 56.368873
      },
      {
        "week": "2025-09-19",
        "open": 50.064708,
        "high": 51.296347,
        "low": 47.262965,
        "close": 47.366385,
        "volume": 3678601,
        "sma_30": 61.726795,
        "fair_value_history": 85.832989,
        "mansfield_rs": -37.024393,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.724874,
        "architecture_energy": 44.884145,
        "activity_5": 49.509246,
        "activity_10": 49.545007,
        "activity_20": 51.630773,
        "activity_30": 55.377285
      },
      {
        "week": "2025-09-26",
        "open": 47.093732,
        "high": 49.218544,
        "low": 46.059531,
        "close": 46.482613,
        "volume": 2477678,
        "sma_30": 60.59297,
        "fair_value_history": 85.561088,
        "mansfield_rs": -37.281851,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.456949,
        "architecture_energy": 48.078799,
        "activity_5": 48.271509,
        "activity_10": 48.923268,
        "activity_20": 50.904778,
        "activity_30": 54.393789
      },
      {
        "week": "2025-10-03",
        "open": 46.764668,
        "high": 47.096082,
        "low": 45.119349,
        "close": 46.388595,
        "volume": 2519628,
        "sma_30": 59.383112,
        "fair_value_history": 85.28395,
        "mansfield_rs": -37.355227,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -65.337199,
        "architecture_energy": 50.67715,
        "activity_5": 47.351342,
        "activity_10": 48.39718,
        "activity_20": 50.237696,
        "activity_30": 53.477378
      },
      {
        "week": "2025-10-10",
        "open": 46.727061,
        "high": 46.875139,
        "low": 42.697345,
        "close": 43.06035,
        "volume": 2334160,
        "sma_30": 58.084526,
        "fair_value_history": 84.968285,
        "mansfield_rs": -39.642648,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -75.781261,
        "architecture_energy": 62.081403,
        "activity_5": 45.653373,
        "activity_10": 47.443493,
        "activity_20": 49.347533,
        "activity_30": 52.424297
      },
      {
        "week": "2025-10-17",
        "open": 43.436423,
        "high": 44.936013,
        "low": 42.75479,
        "close": 44.291988,
        "volume": 2797948,
        "sma_30": 56.901316,
        "fair_value_history": 84.6479,
        "mansfield_rs": -38.202526,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -67.493812,
        "architecture_energy": 62.383449,
        "activity_5": 44.879916,
        "activity_10": 46.693038,
        "activity_20": 48.655104,
        "activity_30": 51.534455
      },
      {
        "week": "2025-10-24",
        "open": 44.386007,
        "high": 45.598842,
        "low": 42.768893,
        "close": 43.238984,
        "volume": 2215793,
        "sma_30": 55.637552,
        "fair_value_history": 84.327016,
        "mansfield_rs": -40.184765,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -69.174245,
        "architecture_energy": 61.652149,
        "activity_5": 44.120248,
        "activity_10": 45.850092,
        "activity_20": 47.935424,
        "activity_30": 50.653015
      },
      {
        "week": "2025-10-31",
        "open": 43.511637,
        "high": 43.88771,
        "low": 39.591077,
        "close": 41.480843,
        "volume": 3206678,
        "sma_30": 54.420525,
        "fair_value_history": 83.960701,
        "mansfield_rs": -42.396251,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -76.688362,
        "architecture_energy": 78.974303,
        "activity_5": 43.049694,
        "activity_10": 44.765852,
        "activity_20": 47.120472,
        "activity_30": 49.739679
      },
      {
        "week": "2025-11-07",
        "open": 41.396227,
        "high": 43.88771,
        "low": 31.026016,
        "close": 31.834573,
        "volume": 8579097,
        "sma_30": 52.867213,
        "fair_value_history": 83.524512,
        "mansfield_rs": -54.438234,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -95.4393,
        "architecture_energy": 95.134924,
        "activity_5": 39.097168,
        "activity_10": 42.113842,
        "activity_20": 45.457404,
        "activity_30": 48.28252
      },
      {
        "week": "2025-11-14",
        "open": 32.116628,
        "high": 33.019203,
        "low": 30.524429,
        "close": 30.706354,
        "volume": 3610614,
        "sma_30": 51.466705,
        "fair_value_history": 83.065685,
        "mansfield_rs": -55.548258,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -92.849023,
        "architecture_energy": 96.538325,
        "activity_5": 35.738836,
        "activity_10": 39.611761,
        "activity_20": 43.799145,
        "activity_30": 46.852788
      },
      {
        "week": "2025-11-21",
        "open": 30.461907,
        "high": 32.492701,
        "low": 29.145652,
        "close": 32.398682,
        "volume": 5774002,
        "sma_30": 50.120458,
        "fair_value_history": 82.613129,
        "mansfield_rs": -51.561089,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -78.20014,
        "architecture_energy": 91.864382,
        "activity_5": 33.768214,
        "activity_10": 37.782166,
        "activity_20": 42.418319,
        "activity_30": 45.622593
      },
      {
        "week": "2025-11-28",
        "open": 32.069618,
        "high": 33.804255,
        "low": 31.091829,
        "close": 33.254248,
        "volume": 2337824,
        "sma_30": 49.174953,
        "fair_value_history": 82.163266,
        "mansfield_rs": -51.394016,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.350515,
        "architecture_energy": 88.311078,
        "activity_5": 32.875668,
        "activity_10": 36.423859,
        "activity_20": 41.236476,
        "activity_30": 44.53445
      },
      {
        "week": "2025-12-05",
        "open": 33.094417,
        "high": 34.14272,
        "low": 32.220048,
        "close": 33.038006,
        "volume": 4279222,
        "sma_30": 48.251722,
        "fair_value_history": 81.724852,
        "mansfield_rs": -51.147044,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.73322,
        "architecture_energy": 85.150941,
        "activity_5": 32.57669,
        "activity_10": 35.28282,
        "activity_20": 40.134576,
        "activity_30": 43.493357
      },
      {
        "week": "2025-12-12",
        "open": 32.934586,
        "high": 37.374546,
        "low": 32.567915,
        "close": 36.972772,
        "volume": 5580597,
        "sma_30": 47.280603,
        "fair_value_history": 81.329713,
        "mansfield_rs": -44.21346,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.518784,
        "architecture_energy": 62.742392,
        "activity_5": 34.152156,
        "activity_10": 35.101639,
        "activity_20": 39.500967,
        "activity_30": 42.765682
      },
      {
        "week": "2025-12-19",
        "open": 37.250187,
        "high": 38.130264,
        "low": 35.848761,
        "close": 36.934508,
        "volume": 11298141,
        "sma_30": 46.51336,
        "fair_value_history": 80.922051,
        "mansfield_rs": -43.61638,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.034367,
        "architecture_energy": 49.024519,
        "activity_5": 35.372322,
        "activity_10": 35.084699,
        "activity_20": 38.955048,
        "activity_30": 42.098192
      },
      {
        "week": "2025-12-26",
        "open": 36.886677,
        "high": 37.537169,
        "low": 35.97312,
        "close": 36.896243,
        "volume": 2632143,
        "sma_30": 45.755591,
        "fair_value_history": 80.521656,
        "mansfield_rs": -43.724951,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -44.957554,
        "architecture_energy": 39.348477,
        "activity_5": 36.164522,
        "activity_10": 35.17218,
        "activity_20": 38.429234,
        "activity_30": 41.477733
      },
      {
        "week": "2026-01-02",
        "open": 36.810149,
        "high": 37.785886,
        "low": 36.092696,
        "close": 36.944074,
        "volume": 2832360,
        "sma_30": 45.04057,
        "fair_value_history": 80.12381,
        "mansfield_rs": -42.260393,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -39.426451,
        "architecture_energy": 28.743149,
        "activity_5": 36.672828,
        "activity_10": 35.402826,
        "activity_20": 37.969112,
        "activity_30": 40.909248
      },
      {
        "week": "2026-01-09",
        "open": 36.676224,
        "high": 43.142872,
        "low": 36.676224,
        "close": 43.018514,
        "volume": 8148865,
        "sma_30": 44.597791,
        "fair_value_history": 79.755877,
        "mansfield_rs": -33.022762,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -15.878891,
        "architecture_energy": 21.380436,
        "activity_5": 38.959959,
        "activity_10": 36.852369,
        "activity_20": 38.138009,
        "activity_30": 40.778793
      },
      {
        "week": "2026-01-16",
        "open": 43.085476,
        "high": 44.759534,
        "low": 42.145612,
        "close": 44.568213,
        "volume": 6272264,
        "sma_30": 44.236433,
        "fair_value_history": 79.401522,
        "mansfield_rs": -29.56922,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 11.186509,
        "architecture_energy": 23.5754,
        "activity_5": 41.098289,
        "activity_10": 38.555717,
        "activity_20": 38.495914,
        "activity_30": 40.776885
      },
      {
        "week": "2026-01-23",
        "open": 43.669005,
        "high": 46.050951,
        "low": 42.875023,
        "close": 44.692572,
        "volume": 2181126,
        "sma_30": 43.888833,
        "fair_value_history": 79.079137,
        "mansfield_rs": -28.303165,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 13.307549,
        "architecture_energy": 31.827222,
        "activity_5": 42.77171,
        "activity_10": 40.050155,
        "activity_20": 38.898018,
        "activity_30": 40.806313
      },
      {
        "week": "2026-01-30",
        "open": 44.702138,
        "high": 44.702138,
        "low": 38.091999,
        "close": 40.875719,
        "volume": 4190205,
        "sma_30": 43.348893,
        "fair_value_history": 78.706157,
        "mansfield_rs": -33.894332,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 2.277929,
        "architecture_energy": 27.220266,
        "activity_5": 42.655642,
        "activity_10": 40.596326,
        "activity_20": 38.965551,
        "activity_30": 40.611919
      },
      {
        "week": "2026-02-06",
        "open": 41.411418,
        "high": 41.765361,
        "low": 36.910593,
        "close": 37.231055,
        "volume": 4740185,
        "sma_30": 42.777689,
        "fair_value_history": 78.28324,
        "mansfield_rs": -38.970318,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -13.964172,
        "architecture_energy": 22.837777,
        "activity_5": 41.059387,
        "activity_10": 40.325702,
        "activity_20": 38.728298,
        "activity_30": 40.217219
      },
      {
        "week": "2026-02-13",
        "open": 37.307584,
        "high": 38.02408,
        "low": 24.230797,
        "close": 24.565609,
        "volume": 9126318,
        "sma_30": 41.840423,
        "fair_value_history": 77.73658,
        "mansfield_rs": -58.326699,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.880484,
        "architecture_energy": 56.087066,
        "activity_5": 35.222185,
        "activity_10": 37.679964,
        "activity_20": 37.333076,
        "activity_30": 39.042247
      },
      {
        "week": "2026-02-20",
        "open": 24.728232,
        "high": 24.976949,
        "low": 22.001908,
        "close": 22.28889,
        "volume": 5182428,
        "sma_30": 40.711618,
        "fair_value_history": 77.194948,
        "mansfield_rs": -61.771796,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -88.102554,
        "architecture_energy": 90.457979,
        "activity_5": 29.856271,
        "activity_10": 34.77432,
        "activity_20": 35.825389,
        "activity_30": 37.780857
      },
      {
        "week": "2026-02-27",
        "open": 22.059305,
        "high": 22.441946,
        "low": 19.983472,
        "close": 21.246191,
        "volume": 6188266,
        "sma_30": 40.022431,
        "fair_value_history": 76.639344,
        "mansfield_rs": -62.472073,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -86.306229,
        "architecture_energy": 94.866562,
        "activity_5": 25.628078,
        "activity_10": 31.946075,
        "activity_20": 34.333159,
        "activity_30": 36.525023
      },
      {
        "week": "2026-03-06",
        "open": 20.69136,
        "high": 21.995694,
        "low": 19.533964,
        "close": 21.867984,
        "volume": 5150811,
        "sma_30": 39.093529,
        "fair_value_history": 76.111952,
        "mansfield_rs": -59.528855,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -75.808761,
        "architecture_energy": 91.367735,
        "activity_5": 23.170242,
        "activity_10": 29.516125,
        "activity_20": 33.004024,
        "activity_30": 35.353769
      },
      {
        "week": "2026-03-13",
        "open": 21.573267,
        "high": 21.828688,
        "low": 18.242967,
        "close": 19.824614,
        "volume": 6670174,
        "sma_30": 38.169377,
        "fair_value_history": 75.583963,
        "mansfield_rs": -61.673883,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -78.299679,
        "architecture_energy": 92.142378,
        "activity_5": 21.298465,
        "activity_10": 26.987895,
        "activity_20": 31.587063,
        "activity_30": 34.110613
      },
      {
        "week": "2026-03-20",
        "open": 20.423871,
        "high": 25.198283,
        "low": 19.962149,
        "close": 24.039064,
        "volume": 9571743,
        "sma_30": 37.246804,
        "fair_value_history": 75.086367,
        "mansfield_rs": -51.409173,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -67.927155,
        "architecture_energy": 85.714932,
        "activity_5": 21.991933,
        "activity_10": 25.537191,
        "activity_20": 30.682976,
        "activity_30": 33.19898
      },
      {
        "week": "2026-03-27",
        "open": 24.412372,
        "high": 27.457778,
        "low": 23.253152,
        "close": 26.02349,
        "volume": 4794792,
        "sma_30": 36.402161,
        "fair_value_history": 74.568778,
        "mansfield_rs": -44.70974,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.871599,
        "architecture_energy": 61.323676,
        "activity_5": 23.38198,
        "activity_10": 24.792372,
        "activity_20": 30.050937,
        "activity_30": 32.474895
      },
      {
        "week": "2026-04-03",
        "open": 26.308383,
        "high": 28.852771,
        "low": 25.119692,
        "close": 28.823299,
        "volume": 2816831,
        "sma_30": 35.670609,
        "fair_value_history": 74.07426,
        "mansfield_rs": -39.018949,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.180295,
        "architecture_energy": 44.184057,
        "activity_5": 25.456324,
        "activity_10": 24.893787,
        "activity_20": 29.713219,
        "activity_30": 31.985936
      },
      {
        "week": "2026-04-10",
        "open": 28.528582,
        "high": 28.842947,
        "low": 24.20607,
        "close": 24.589202,
        "volume": 5339795,
        "sma_30": 34.831454,
        "fair_value_history": 73.536328,
        "mansfield_rs": -48.23374,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -45.053796,
        "architecture_energy": 34.897416,
        "activity_5": 25.614161,
        "activity_10": 24.513898,
        "activity_20": 28.98122,
        "activity_30": 31.271007
      },
      {
        "week": "2026-04-17",
        "open": 24.589202,
        "high": 28.67545,
        "low": 24.432019,
        "close": 28.391048,
        "volume": 5151454,
        "sma_30": 34.198943,
        "fair_value_history": 72.9878,
        "mansfield_rs": -41.198658,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -39.218622,
        "architecture_energy": 24.748881,
        "activity_5": 26.857866,
        "activity_10": 25.121372,
        "activity_20": 28.64849,
        "activity_30": 30.855497
      },
      {
        "week": "2026-04-24",
        "open": 28.558054,
        "high": 32.654617,
        "low": 28.282985,
        "close": 32.192894,
        "volume": 3290469,
        "sma_30": 33.722619,
        "fair_value_history": 72.504635,
        "mansfield_rs": -31.974567,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -22.254374,
        "architecture_energy": 21.957861,
        "activity_5": 28.797757,
        "activity_10": 26.580819,
        "activity_20": 28.700999,
        "activity_30": 30.726074
      },
      {
        "week": "2026-05-01",
        "open": 32.266573,
        "high": 37.036073,
        "low": 27.339891,
        "close": 28.027564,
        "volume": 5785527,
        "sma_30": 33.110585,
        "fair_value_history": 72.021064,
        "mansfield_rs": -40.092252,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -28.609695,
        "architecture_energy": 19.704091,
        "activity_5": 28.805616,
        "activity_10": 27.144254,
        "activity_20": 28.360834,
        "activity_30": 30.358651
      },
      {
        "week": "2026-05-08",
        "open": 28.155274,
        "high": 32.487611,
        "low": 27.192533,
        "close": 32.016064,
        "volume": 4541005,
        "sma_30": 32.742442,
        "fair_value_history": 71.598476,
        "mansfield_rs": -31.819507,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -12.235661,
        "architecture_energy": 17.380322,
        "activity_5": 30.00937,
        "activity_10": 28.328532,
        "activity_20": 28.443122,
        "activity_30": 30.288037
      },
      {
        "week": "2026-05-15",
        "open": 32.163422,
        "high": 32.831447,
        "low": 27.546193,
        "close": 29.697625,
        "volume": 2432657,
        "sma_30": 32.255963,
        "fair_value_history": 71.162717,
        "mansfield_rs": -35.479238,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": -9.095144,
        "architecture_energy": 16.990775,
        "activity_5": 30.227461,
        "activity_10": 28.89546,
        "activity_20": 28.328028,
        "activity_30": 30.091597
      },
      {
        "week": "2026-05-22",
        "open": 29.4815,
        "high": 32.860919,
        "low": 29.43238,
        "close": 31.524869,
        "volume": 2685062,
        "sma_30": 31.865493,
        "fair_value_history": 70.742893,
        "mansfield_rs": -30.768839,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": -2.476984,
        "architecture_energy": 12.253258,
        "activity_5": 30.714071,
        "activity_10": 29.652257,
        "activity_20": 28.421236,
        "activity_30": 30.04443
      },
      {
        "week": "2026-05-29",
        "open": 31.033675,
        "high": 34.521156,
        "low": 30.139701,
        "close": 33.862956,
        "volume": 3243312,
        "sma_30": 31.611563,
        "fair_value_history": 70.293857,
        "mansfield_rs": -25.346504,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "mixed",
        "architecture_direction": 27.446731,
        "architecture_energy": 26.571121,
        "activity_5": 31.771122,
        "activity_10": 30.621429,
        "activity_20": 28.762925,
        "activity_30": 30.173298
      },
      {
        "week": "2026-06-05",
        "open": 34.462213,
        "high": 37.055,
        "low": 32.644793,
        "close": 35.38,
        "volume": 4177498,
        "sma_30": 31.729744,
        "fair_value_history": 69.802099,
        "mansfield_rs": -18.680162,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 30.101199,
        "architecture_energy": 44.212266,
        "activity_5": 33.222516,
        "activity_10": 31.68781,
        "activity_20": 29.292692,
        "activity_30": 30.416423
      },
      {
        "week": "2026-06-12",
        "open": 35.21,
        "high": 38.3,
        "low": 34.28,
        "close": 36.6,
        "volume": 3468428,
        "sma_30": 31.926199,
        "fair_value_history": 69.359229,
        "mansfield_rs": -15.077537,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 33.881153,
        "architecture_energy": 51.774241,
        "activity_5": 34.590415,
        "activity_10": 32.805892,
        "activity_20": 29.982403,
        "activity_30": 30.730633
      },
      {
        "week": "2026-06-19",
        "open": 35.62,
        "high": 39.175,
        "low": 33.5,
        "close": 36.22,
        "volume": 4899837,
        "sma_30": 32.053576,
        "fair_value_history": 68.933099,
        "mansfield_rs": -15.455793,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 28.859367,
        "architecture_energy": 51.293057,
        "activity_5": 35.526052,
        "activity_10": 33.713488,
        "activity_20": 30.674459,
        "activity_30": 31.007653
      },
      {
        "week": "2026-06-26",
        "open": 35.83,
        "high": 41.5,
        "low": 33.1,
        "close": 41.44,
        "volume": 4063821,
        "sma_30": 32.326435,
        "fair_value_history": 68.525836,
        "mansfield_rs": 0.218828,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 53.394799,
        "architecture_energy": 64.264066,
        "activity_5": 37.766864,
        "activity_10": 35.358705,
        "activity_20": 31.885829,
        "activity_30": 31.613228
      },
      {
        "week": "2026-07-03",
        "open": 41.78,
        "high": 45.66,
        "low": 40.47,
        "close": 45.37,
        "volume": 2766549,
        "sma_30": 32.737501,
        "fair_value_history": 68.170295,
        "mansfield_rs": 8.551084,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 58.412871,
        "architecture_energy": 73.368137,
        "activity_5": 40.656667,
        "activity_10": 37.481215,
        "activity_20": 33.451441,
        "activity_30": 32.454749
      },
      {
        "week": "2026-07-10",
        "open": 44.51,
        "high": 46.8,
        "low": 42.1,
        "close": 45.51,
        "volume": 1995702,
        "sma_30": 33.022075,
        "fair_value_history": 67.808467,
        "mansfield_rs": 8.454711,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "up",
        "architecture_direction": 79.495827,
        "architecture_energy": 84.865039,
        "activity_5": 42.826,
        "activity_10": 39.389595,
        "activity_20": 34.931318,
        "activity_30": 33.278781
      },
      {
        "week": "2026-07-17",
        "open": 46.55,
        "high": 50.55,
        "low": 45.62,
        "close": 49.55,
        "volume": 4376482,
        "sma_30": 33.442592,
        "fair_value_history": 67.452796,
        "mansfield_rs": 20.695291,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 84.731181,
        "architecture_energy": 91.547833,
        "activity_5": 45.666667,
        "activity_10": 41.714659,
        "activity_20": 36.685381,
        "activity_30": 34.345099
      },
      {
        "week": "2026-07-24",
        "open": 48.89,
        "high": 52.33,
        "low": 47.54,
        "close": 48.35,
        "volume": 3017996,
        "sma_30": 33.824384,
        "fair_value_history": 67.089658,
        "mansfield_rs": 19.452081,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 73.722867,
        "architecture_energy": 88.409709,
        "activity_5": 47.244,
        "activity_10": 43.502741,
        "activity_20": 38.190378,
        "activity_30": 35.306867
      },
      {
        "week": "2026-07-31",
        "open": 48.83,
        "high": 55.9,
        "low": 48.775,
        "close": 50.61,
        "volume": 4569743,
        "sma_30": 34.279915,
        "fair_value_history": 66.881517,
        "mansfield_rs": 23.698306,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 77.254805,
        "architecture_energy": 88.906995,
        "activity_5": 48.766,
        "activity_10": 45.362599,
        "activity_20": 39.784508,
        "activity_30": 36.38981
      }
    ],
    "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": [
      {
        "weeks": 4,
        "sample_count": 9,
        "median_return": -0.020063,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.010005,
        "stage_survival": 0.666667,
        "best_return": 0.223756,
        "worst_return": -0.225655,
        "sufficient": true
      },
      {
        "weeks": 13,
        "sample_count": 3,
        "median_return": -0.130199,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.153661,
        "stage_survival": 0.0,
        "best_return": -0.101959,
        "worst_return": -0.176154,
        "sufficient": false
      },
      {
        "weeks": 26,
        "sample_count": 3,
        "median_return": -0.230597,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.362489,
        "stage_survival": 0.333333,
        "best_return": -0.110208,
        "worst_return": -0.407421,
        "sufficient": false
      },
      {
        "weeks": 52,
        "sample_count": 2,
        "median_return": -0.504622,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.733098,
        "stage_survival": 0.0,
        "best_return": -0.315392,
        "worst_return": -0.693853,
        "sufficient": false
      }
    ],
    "stage_ledger": [
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2023-05-19",
        "end": "2023-08-04",
        "weeks": 12,
        "return": -0.149433
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2023-08-11",
        "end": "2023-11-17",
        "weeks": 15,
        "return": 0.129315
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2023-11-24",
        "end": "2024-01-05",
        "weeks": 7,
        "return": 0.017124
      },
      {
        "stage": 2,
        "name": "Advancing",
        "start": "2024-01-12",
        "end": "2024-01-12",
        "weeks": 1,
        "return": 0.0
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2024-01-19",
        "end": "2024-02-09",
        "weeks": 4,
        "return": -0.160394
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2024-02-16",
        "end": "2024-03-22",
        "weeks": 6,
        "return": 0.095953
      },
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2024-03-29",
        "end": "2024-05-10",
        "weeks": 7,
        "return": -0.04069
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2024-05-17",
        "end": "2024-05-31",
        "weeks": 3,
        "return": -0.091066
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2024-06-07",
        "end": "2025-02-07",
        "weeks": 36,
        "return": -0.273012
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-02-14",
        "end": "2025-04-18",
        "weeks": 10,
        "return": -0.093712
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-04-25",
        "end": "2026-05-22",
        "weeks": 57,
        "return": -0.566883
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-05-29",
        "end": "2026-07-31",
        "weeks": 10,
        "return": 0.494554,
        "active": true
      }
    ],
    "architecture_outcomes": [
      {
        "weeks": 4,
        "sample_count": 15,
        "median_return": -0.012255,
        "positive_rate": 0.466667,
        "directional_follow_through": 0.466667,
        "median_excess_return": -0.008149,
        "regime_survival": 0.6,
        "best_return": 0.120961,
        "worst_return": -0.209923,
        "sufficient": true
      },
      {
        "weeks": 13,
        "sample_count": 7,
        "median_return": -0.05515,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.123404,
        "regime_survival": 0.142857,
        "best_return": 0.289348,
        "worst_return": -0.268205,
        "sufficient": true
      },
      {
        "weeks": 26,
        "sample_count": 5,
        "median_return": -0.166031,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.284442,
        "regime_survival": 0.0,
        "best_return": 0.218241,
        "worst_return": -0.405211,
        "sufficient": true
      },
      {
        "weeks": 52,
        "sample_count": 4,
        "median_return": -0.230788,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.396702,
        "regime_survival": 0.0,
        "best_return": 0.147824,
        "worst_return": -0.630431,
        "sufficient": false
      }
    ],
    "architecture_ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-02",
        "end": "2024-02-02",
        "weeks": 1,
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-02-09",
        "end": "2024-03-15",
        "weeks": 6,
        "return": 0.02691,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-22",
        "end": "2024-03-29",
        "weeks": 2,
        "return": 0.043209,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-05",
        "end": "2024-05-31",
        "weeks": 9,
        "return": -0.104726,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2025-02-14",
        "weeks": 37,
        "return": -0.084058,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-21",
        "end": "2025-02-28",
        "weeks": 2,
        "return": 0.036771,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-03-07",
        "end": "2025-03-28",
        "weeks": 4,
        "return": -0.018534,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-04-04",
        "end": "2025-04-18",
        "weeks": 3,
        "return": -0.067572,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-25",
        "end": "2025-05-02",
        "weeks": 2,
        "return": -0.153418,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-09",
        "end": "2025-05-23",
        "weeks": 3,
        "return": -0.012894,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-30",
        "end": "2026-05-08",
        "weeks": 50,
        "return": -0.463082,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-15",
        "end": "2026-05-29",
        "weeks": 3,
        "return": 0.140258,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-06-05",
        "end": "2026-07-10",
        "weeks": 6,
        "return": 0.28632,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-07-17",
        "end": "2026-07-31",
        "weeks": 3,
        "return": 0.021393,
        "active": true
      }
    ]
  }
}