{
  "ticker": {
    "uuid": "a6998fbf-fe27-4273-b7c5-b2c4965420c1",
    "symbol": "FRILAN",
    "name": "Invoicery Group AB (publ)",
    "exchange": "STO",
    "country": "SE",
    "assetType": "equity"
  },
  "methodBoundary": "The SM framework classifies the established weekly price path as the Core Trend. Faster and slower Trend views and Sharemaestro context describe that state but do not alter its direction.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "latest_close": 7.05,
    "direction": "positive",
    "state": "Positive, shorter trend weakening",
    "is_fresh": false,
    "is_near_boundary": false,
    "direction_boundary": 4.865131,
    "boundary_margin": 0.449087,
    "trend_agreement": "Broadly aligned",
    "persistence": "Extended",
    "direction_turnover": "Low",
    "annualized_volatility": 0.353558,
    "volatility_stability": 0.947,
    "risk_context": 0.2828,
    "current_regime": {
      "move": 1.083243,
      "interruption": -0.184932,
      "interruption_label": "Deepest pullback inside regime"
    },
    "research_priority": 90.0,
    "interpretation": {
      "label": "Positive, shorter trend weakening",
      "headline": "Positive, shorter trend weakening",
      "body": "The Core Trend remains in force, but the Fast Trend now points the other way. That is an early loss of persistence, not yet a regime change.",
      "age_context": "The current Core Trend has an extended history.",
      "boundary_context": "The latest close is 44.9% above the decision boundary.",
      "stability_context": "Recent Core Trend turnover is low."
    },
    "chart_path": [
      {
        "date": "2023-12-15",
        "close": 3.512102,
        "direction_boundary": 4.367843,
        "core_momentum": -0.195918,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.601899
      },
      {
        "date": "2023-12-22",
        "close": 3.467532,
        "direction_boundary": 4.323273,
        "core_momentum": -0.197938,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.526994
      },
      {
        "date": "2023-12-29",
        "close": 3.512102,
        "direction_boundary": 4.65309,
        "core_momentum": -0.245211,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.52102
      },
      {
        "date": "2024-01-05",
        "close": 3.610156,
        "direction_boundary": 4.81354,
        "core_momentum": -0.25,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.522497
      },
      {
        "date": "2024-01-12",
        "close": 3.699295,
        "direction_boundary": 4.742229,
        "core_momentum": -0.219925,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.523968
      },
      {
        "date": "2024-01-19",
        "close": 3.636898,
        "direction_boundary": 5.259239,
        "core_momentum": -0.308474,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.515792
      },
      {
        "date": "2024-01-26",
        "close": 3.654726,
        "direction_boundary": 4.902681,
        "core_momentum": -0.254545,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.505932
      },
      {
        "date": "2024-02-02",
        "close": 3.414048,
        "direction_boundary": 5.080959,
        "core_momentum": -0.32807,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.513795
      },
      {
        "date": "2024-02-09",
        "close": 3.565586,
        "direction_boundary": 4.902681,
        "core_momentum": -0.272727,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.518209
      },
      {
        "date": "2024-02-16",
        "close": 3.209027,
        "direction_boundary": 4.902681,
        "core_momentum": -0.345455,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.536588
      },
      {
        "date": "2024-02-23",
        "close": 3.137716,
        "direction_boundary": 5.080959,
        "core_momentum": -0.382456,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.520558
      },
      {
        "date": "2024-03-01",
        "close": 3.734951,
        "direction_boundary": 4.724401,
        "core_momentum": -0.209434,
        "direction": "negative",
        "trend_agreement": 0.5,
        "volatility": 0.574007
      },
      {
        "date": "2024-03-08",
        "close": 3.52993,
        "direction_boundary": 4.938336,
        "core_momentum": -0.285198,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.579601
      },
      {
        "date": "2024-03-15",
        "close": 3.378393,
        "direction_boundary": 4.902681,
        "core_momentum": -0.310909,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.582579
      },
      {
        "date": "2024-03-22",
        "close": 3.244683,
        "direction_boundary": 4.617434,
        "core_momentum": -0.297297,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.584768
      },
      {
        "date": "2024-03-29",
        "close": 3.503188,
        "direction_boundary": 4.492638,
        "core_momentum": -0.220238,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.592908
      },
      {
        "date": "2024-04-05",
        "close": 3.369479,
        "direction_boundary": 4.724401,
        "core_momentum": -0.286792,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.57465
      },
      {
        "date": "2024-04-12",
        "close": 3.298167,
        "direction_boundary": 4.635262,
        "core_momentum": -0.288462,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.571963
      },
      {
        "date": "2024-04-19",
        "close": 3.351651,
        "direction_boundary": 4.635262,
        "core_momentum": -0.276923,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.55854
      },
      {
        "date": "2024-04-26",
        "close": 3.137716,
        "direction_boundary": 4.456982,
        "core_momentum": -0.296,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.472178
      },
      {
        "date": "2024-05-03",
        "close": 3.01292,
        "direction_boundary": 4.367843,
        "core_momentum": -0.310204,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.440108
      },
      {
        "date": "2024-05-10",
        "close": 3.244683,
        "direction_boundary": 4.546122,
        "core_momentum": -0.286275,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.451166
      },
      {
        "date": "2024-05-17",
        "close": 3.066404,
        "direction_boundary": 4.617434,
        "core_momentum": -0.335907,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.453613
      },
      {
        "date": "2024-05-24",
        "close": 3.298167,
        "direction_boundary": 4.670918,
        "core_momentum": -0.293893,
        "direction": "negative",
        "trend_agreement": 0.5,
        "volatility": 0.454042
      },
      {
        "date": "2024-05-31",
        "close": 2.852469,
        "direction_boundary": 4.546122,
        "core_momentum": -0.372549,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.496837
      },
      {
        "date": "2024-06-07",
        "close": 2.850776,
        "direction_boundary": 4.546122,
        "core_momentum": -0.372921,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.457563
      },
      {
        "date": "2024-06-14",
        "close": 2.869168,
        "direction_boundary": 4.81354,
        "core_momentum": -0.403938,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.457983
      },
      {
        "date": "2024-06-21",
        "close": 2.942737,
        "direction_boundary": 3.886489,
        "core_momentum": -0.242829,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.460193
      },
      {
        "date": "2024-06-28",
        "close": 3.163442,
        "direction_boundary": 4.100424,
        "core_momentum": -0.228509,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.472379
      },
      {
        "date": "2024-07-05",
        "close": 2.924345,
        "direction_boundary": 4.011284,
        "core_momentum": -0.27097,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.481046
      },
      {
        "date": "2024-07-12",
        "close": 3.310579,
        "direction_boundary": 4.011284,
        "core_momentum": -0.174683,
        "direction": "negative",
        "trend_agreement": 0.5,
        "volatility": 0.513283
      },
      {
        "date": "2024-07-19",
        "close": 2.924345,
        "direction_boundary": 3.743865,
        "core_momentum": -0.218897,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.539397
      },
      {
        "date": "2024-07-26",
        "close": 3.402539,
        "direction_boundary": 4.011284,
        "core_momentum": -0.151758,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.58313
      },
      {
        "date": "2024-08-02",
        "close": 3.14505,
        "direction_boundary": 3.993456,
        "core_momentum": -0.212449,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.585679
      },
      {
        "date": "2024-08-09",
        "close": 3.365755,
        "direction_boundary": 4.011284,
        "core_momentum": -0.160928,
        "direction": "negative",
        "trend_agreement": 0.5,
        "volatility": 0.590516
      },
      {
        "date": "2024-08-16",
        "close": 2.942737,
        "direction_boundary": 3.939972,
        "core_momentum": -0.253107,
        "direction": "negative",
        "trend_agreement": 1.0,
        "volatility": 0.601885
      },
      {
        "date": "2024-08-23",
        "close": 3.549676,
        "direction_boundary": 3.565586,
        "core_momentum": -0.004462,
        "direction": "negative",
        "trend_agreement": 0.25,
        "volatility": 0.656496
      },
      {
        "date": "2024-08-30",
        "close": 3.402539,
        "direction_boundary": 3.431876,
        "core_momentum": -0.008548,
        "direction": "negative",
        "trend_agreement": 0.5,
        "volatility": 0.611846
      },
      {
        "date": "2024-09-06",
        "close": 3.328971,
        "direction_boundary": 3.387307,
        "core_momentum": -0.017222,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.607733
      },
      {
        "date": "2024-09-13",
        "close": 3.365755,
        "direction_boundary": 3.333823,
        "core_momentum": 0.009578,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.604974
      },
      {
        "date": "2024-09-20",
        "close": 3.568068,
        "direction_boundary": 3.271425,
        "core_momentum": 0.090677,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.607333
      },
      {
        "date": "2024-09-27",
        "close": 3.384147,
        "direction_boundary": 3.378393,
        "core_momentum": 0.001703,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.602748
      },
      {
        "date": "2024-10-04",
        "close": 3.604853,
        "direction_boundary": 3.030748,
        "core_momentum": 0.189427,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.606631
      },
      {
        "date": "2024-10-11",
        "close": 3.696813,
        "direction_boundary": 3.182285,
        "core_momentum": 0.161685,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.606386
      },
      {
        "date": "2024-10-18",
        "close": 3.402539,
        "direction_boundary": 2.92378,
        "core_momentum": 0.163747,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.618007
      },
      {
        "date": "2024-10-25",
        "close": 3.384147,
        "direction_boundary": 3.645812,
        "core_momentum": -0.071771,
        "direction": "negative",
        "trend_agreement": 0.75,
        "volatility": 0.610629
      },
      {
        "date": "2024-11-01",
        "close": 3.384147,
        "direction_boundary": 3.200113,
        "core_momentum": 0.057509,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.607433
      },
      {
        "date": "2024-11-08",
        "close": 3.255403,
        "direction_boundary": 3.119888,
        "core_momentum": 0.043436,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.601695
      },
      {
        "date": "2024-11-15",
        "close": 4.119832,
        "direction_boundary": 3.262511,
        "core_momentum": 0.262779,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.678129
      },
      {
        "date": "2024-11-22",
        "close": 4.138224,
        "direction_boundary": 3.039662,
        "core_momentum": 0.361409,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.672331
      },
      {
        "date": "2024-11-29",
        "close": 4.230184,
        "direction_boundary": 3.119888,
        "core_momentum": 0.355877,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.634709
      },
      {
        "date": "2024-12-06",
        "close": 4.469282,
        "direction_boundary": 3.556672,
        "core_momentum": 0.256591,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.636627
      },
      {
        "date": "2024-12-13",
        "close": 4.156616,
        "direction_boundary": 3.512102,
        "core_momentum": 0.183512,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.648624
      },
      {
        "date": "2024-12-20",
        "close": 4.064655,
        "direction_boundary": 3.467532,
        "core_momentum": 0.172204,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.650367
      },
      {
        "date": "2024-12-27",
        "close": 4.119832,
        "direction_boundary": 3.512102,
        "core_momentum": 0.173039,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.644622
      },
      {
        "date": "2025-01-03",
        "close": 4.598026,
        "direction_boundary": 3.610156,
        "core_momentum": 0.273636,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.645691
      },
      {
        "date": "2025-01-10",
        "close": 4.579634,
        "direction_boundary": 3.699295,
        "core_momentum": 0.237975,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.627555
      },
      {
        "date": "2025-01-17",
        "close": 4.046263,
        "direction_boundary": 3.636898,
        "core_momentum": 0.112559,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.627456
      },
      {
        "date": "2025-01-24",
        "close": 4.248576,
        "direction_boundary": 3.654726,
        "core_momentum": 0.162488,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.597415
      },
      {
        "date": "2025-01-31",
        "close": 4.28536,
        "direction_boundary": 3.414048,
        "core_momentum": 0.255214,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.584037
      },
      {
        "date": "2025-02-07",
        "close": 4.561242,
        "direction_boundary": 3.565586,
        "core_momentum": 0.27924,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.583045
      },
      {
        "date": "2025-02-14",
        "close": 4.1934,
        "direction_boundary": 3.209027,
        "core_momentum": 0.306751,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.561657
      },
      {
        "date": "2025-02-21",
        "close": 4.156616,
        "direction_boundary": 3.137716,
        "core_momentum": 0.324727,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.503013
      },
      {
        "date": "2025-02-28",
        "close": 4.358929,
        "direction_boundary": 3.734951,
        "core_momentum": 0.167065,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.50115
      },
      {
        "date": "2025-03-07",
        "close": 3.917519,
        "direction_boundary": 3.52993,
        "core_momentum": 0.109801,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.525048
      },
      {
        "date": "2025-03-14",
        "close": 4.432498,
        "direction_boundary": 3.378393,
        "core_momentum": 0.312014,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.549681
      },
      {
        "date": "2025-03-21",
        "close": 4.506066,
        "direction_boundary": 3.244683,
        "core_momentum": 0.388754,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.545451
      },
      {
        "date": "2025-03-28",
        "close": 4.322145,
        "direction_boundary": 3.503188,
        "core_momentum": 0.233775,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.543116
      },
      {
        "date": "2025-04-04",
        "close": 4.54285,
        "direction_boundary": 3.369479,
        "core_momentum": 0.348235,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.540779
      },
      {
        "date": "2025-04-11",
        "close": 4.598026,
        "direction_boundary": 3.298167,
        "core_momentum": 0.394116,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.540294
      },
      {
        "date": "2025-04-18",
        "close": 4.524458,
        "direction_boundary": 3.351651,
        "core_momentum": 0.349919,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.525443
      },
      {
        "date": "2025-04-25",
        "close": 4.817434,
        "direction_boundary": 3.137716,
        "core_momentum": 0.535331,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.529679
      },
      {
        "date": "2025-05-02",
        "close": 4.52171,
        "direction_boundary": 3.01292,
        "core_momentum": 0.500773,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.540111
      },
      {
        "date": "2025-05-09",
        "close": 4.817434,
        "direction_boundary": 3.244683,
        "core_momentum": 0.484716,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.539798
      },
      {
        "date": "2025-05-16",
        "close": 5.008224,
        "direction_boundary": 3.066404,
        "core_momentum": 0.633256,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.438593
      },
      {
        "date": "2025-05-23",
        "close": 4.865131,
        "direction_boundary": 3.298167,
        "core_momentum": 0.475101,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.441502
      },
      {
        "date": "2025-05-30",
        "close": 4.731579,
        "direction_boundary": 2.852469,
        "core_momentum": 0.658766,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.443347
      },
      {
        "date": "2025-06-06",
        "close": 4.817434,
        "direction_boundary": 2.850776,
        "core_momentum": 0.689868,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.437823
      },
      {
        "date": "2025-06-13",
        "close": 4.960526,
        "direction_boundary": 2.869168,
        "core_momentum": 0.728907,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.425336
      },
      {
        "date": "2025-06-20",
        "close": 4.960526,
        "direction_boundary": 2.942737,
        "core_momentum": 0.685684,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.423394
      },
      {
        "date": "2025-06-27",
        "close": 5.008224,
        "direction_boundary": 3.163442,
        "core_momentum": 0.583157,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.423321
      },
      {
        "date": "2025-07-04",
        "close": 4.912829,
        "direction_boundary": 2.924345,
        "core_momentum": 0.679976,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.398017
      },
      {
        "date": "2025-07-11",
        "close": 5.008224,
        "direction_boundary": 3.310579,
        "core_momentum": 0.512794,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.398556
      },
      {
        "date": "2025-07-18",
        "close": 4.636184,
        "direction_boundary": 2.924345,
        "core_momentum": 0.585375,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.373214
      },
      {
        "date": "2025-07-25",
        "close": 4.865131,
        "direction_boundary": 3.402539,
        "core_momentum": 0.429853,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.373078
      },
      {
        "date": "2025-08-01",
        "close": 4.559869,
        "direction_boundary": 3.14505,
        "core_momentum": 0.449856,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.385425
      },
      {
        "date": "2025-08-08",
        "close": 4.865131,
        "direction_boundary": 3.365755,
        "core_momentum": 0.44548,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.386189
      },
      {
        "date": "2025-08-15",
        "close": 4.769737,
        "direction_boundary": 2.942737,
        "core_momentum": 0.620851,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.367193
      },
      {
        "date": "2025-08-22",
        "close": 4.197369,
        "direction_boundary": 3.549676,
        "core_momentum": 0.182465,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.410642
      },
      {
        "date": "2025-08-29",
        "close": 4.426316,
        "direction_boundary": 3.402539,
        "core_momentum": 0.300886,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.411995
      },
      {
        "date": "2025-09-05",
        "close": 4.655263,
        "direction_boundary": 3.328971,
        "core_momentum": 0.398409,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.386983
      },
      {
        "date": "2025-09-12",
        "close": 4.7125,
        "direction_boundary": 3.365755,
        "core_momentum": 0.400132,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.348639
      },
      {
        "date": "2025-09-19",
        "close": 4.483552,
        "direction_boundary": 3.568068,
        "core_momentum": 0.256577,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.355323
      },
      {
        "date": "2025-09-26",
        "close": 4.330921,
        "direction_boundary": 3.384147,
        "core_momentum": 0.279767,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.35381
      },
      {
        "date": "2025-10-03",
        "close": 4.750658,
        "direction_boundary": 3.604853,
        "core_momentum": 0.317851,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.37038
      },
      {
        "date": "2025-10-10",
        "close": 4.655263,
        "direction_boundary": 3.696813,
        "core_momentum": 0.259264,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.371288
      },
      {
        "date": "2025-10-17",
        "close": 4.559869,
        "direction_boundary": 3.402539,
        "core_momentum": 0.340137,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.371751
      },
      {
        "date": "2025-10-24",
        "close": 4.7125,
        "direction_boundary": 3.384147,
        "core_momentum": 0.392522,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.363952
      },
      {
        "date": "2025-10-31",
        "close": 4.330921,
        "direction_boundary": 3.384147,
        "core_momentum": 0.279767,
        "direction": "positive",
        "trend_agreement": 0.5,
        "volatility": 0.372274
      },
      {
        "date": "2025-11-07",
        "close": 4.273684,
        "direction_boundary": 3.255403,
        "core_momentum": 0.312797,
        "direction": "positive",
        "trend_agreement": 0.25,
        "volatility": 0.360493
      },
      {
        "date": "2025-11-14",
        "close": 4.912829,
        "direction_boundary": 4.119832,
        "core_momentum": 0.192483,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.408489
      },
      {
        "date": "2025-11-21",
        "close": 4.750658,
        "direction_boundary": 4.138224,
        "core_momentum": 0.147994,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.409171
      },
      {
        "date": "2025-11-28",
        "close": 4.865131,
        "direction_boundary": 4.230184,
        "core_momentum": 0.150099,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.408643
      },
      {
        "date": "2025-12-05",
        "close": 4.912829,
        "direction_boundary": 4.469282,
        "core_momentum": 0.099243,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.408121
      },
      {
        "date": "2025-12-12",
        "close": 4.731579,
        "direction_boundary": 4.156616,
        "core_momentum": 0.138325,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.409308
      },
      {
        "date": "2025-12-19",
        "close": 4.912829,
        "direction_boundary": 4.064655,
        "core_momentum": 0.208671,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.412945
      },
      {
        "date": "2025-12-26",
        "close": 4.865131,
        "direction_boundary": 4.119832,
        "core_momentum": 0.180905,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.412884
      },
      {
        "date": "2026-01-02",
        "close": 4.912829,
        "direction_boundary": 4.598026,
        "core_momentum": 0.068465,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.412297
      },
      {
        "date": "2026-01-09",
        "close": 5.342105,
        "direction_boundary": 4.579634,
        "core_momentum": 0.166492,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.427742
      },
      {
        "date": "2026-01-16",
        "close": 6.009869,
        "direction_boundary": 4.046263,
        "core_momentum": 0.485289,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.440378
      },
      {
        "date": "2026-01-23",
        "close": 5.962171,
        "direction_boundary": 4.248576,
        "core_momentum": 0.403334,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.437507
      },
      {
        "date": "2026-01-30",
        "close": 5.723684,
        "direction_boundary": 4.28536,
        "core_momentum": 0.335637,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.430759
      },
      {
        "date": "2026-02-06",
        "close": 5.819079,
        "direction_boundary": 4.561242,
        "core_momentum": 0.275766,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.423333
      },
      {
        "date": "2026-02-13",
        "close": 6.105263,
        "direction_boundary": 4.1934,
        "core_momentum": 0.455922,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.425223
      },
      {
        "date": "2026-02-20",
        "close": 6.009869,
        "direction_boundary": 4.156616,
        "core_momentum": 0.445856,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.378688
      },
      {
        "date": "2026-02-27",
        "close": 6.486842,
        "direction_boundary": 4.358929,
        "core_momentum": 0.488173,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.384841
      },
      {
        "date": "2026-03-06",
        "close": 6.534539,
        "direction_boundary": 3.917519,
        "core_momentum": 0.66803,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.381464
      },
      {
        "date": "2026-03-13",
        "close": 6.34375,
        "direction_boundary": 4.432498,
        "core_momentum": 0.431191,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.386033
      },
      {
        "date": "2026-03-20",
        "close": 6.15296,
        "direction_boundary": 4.506066,
        "core_momentum": 0.365484,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.38081
      },
      {
        "date": "2026-03-27",
        "close": 6.200658,
        "direction_boundary": 4.322145,
        "core_momentum": 0.434625,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.37488
      },
      {
        "date": "2026-04-03",
        "close": 6.582237,
        "direction_boundary": 4.54285,
        "core_momentum": 0.448922,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.363706
      },
      {
        "date": "2026-04-10",
        "close": 6.486842,
        "direction_boundary": 4.598026,
        "core_momentum": 0.410788,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.362764
      },
      {
        "date": "2026-04-17",
        "close": 6.773026,
        "direction_boundary": 4.524458,
        "core_momentum": 0.496981,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.361792
      },
      {
        "date": "2026-04-24",
        "close": 7.25,
        "direction_boundary": 4.817434,
        "core_momentum": 0.504951,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.368449
      },
      {
        "date": "2026-05-01",
        "close": 6.8,
        "direction_boundary": 4.52171,
        "core_momentum": 0.503856,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.358226
      },
      {
        "date": "2026-05-08",
        "close": 7.3,
        "direction_boundary": 4.817434,
        "core_momentum": 0.51533,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.362831
      },
      {
        "date": "2026-05-15",
        "close": 6.8,
        "direction_boundary": 5.008224,
        "core_momentum": 0.357767,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.34174
      },
      {
        "date": "2026-05-22",
        "close": 6.75,
        "direction_boundary": 4.865131,
        "core_momentum": 0.387424,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.33657
      },
      {
        "date": "2026-05-29",
        "close": 6.45,
        "direction_boundary": 4.731579,
        "core_momentum": 0.363181,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.345909
      },
      {
        "date": "2026-06-05",
        "close": 6.35,
        "direction_boundary": 4.817434,
        "core_momentum": 0.318129,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.347855
      },
      {
        "date": "2026-06-12",
        "close": 5.95,
        "direction_boundary": 4.960526,
        "core_momentum": 0.19947,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.357309
      },
      {
        "date": "2026-06-19",
        "close": 6.3,
        "direction_boundary": 4.960526,
        "core_momentum": 0.270027,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.361467
      },
      {
        "date": "2026-06-26",
        "close": 6.25,
        "direction_boundary": 5.008224,
        "core_momentum": 0.247947,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.361284
      },
      {
        "date": "2026-07-03",
        "close": 6.95,
        "direction_boundary": 4.912829,
        "core_momentum": 0.414664,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.385287
      },
      {
        "date": "2026-07-10",
        "close": 7.2,
        "direction_boundary": 5.008224,
        "core_momentum": 0.437635,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.373247
      },
      {
        "date": "2026-07-17",
        "close": 6.8,
        "direction_boundary": 4.636184,
        "core_momentum": 0.466723,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.351824
      },
      {
        "date": "2026-07-24",
        "close": 6.9,
        "direction_boundary": 4.865131,
        "core_momentum": 0.418256,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.351584
      },
      {
        "date": "2026-07-31",
        "close": 7.25,
        "direction_boundary": 4.559869,
        "core_momentum": 0.589958,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.350026
      },
      {
        "date": "2026-08-07",
        "close": 7.05,
        "direction_boundary": 4.865131,
        "core_momentum": 0.449087,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.353558
      }
    ],
    "price_history": [
      {
        "date": "2023-08-18",
        "close": 3.939972,
        "volume": 64786
      },
      {
        "date": "2023-08-25",
        "close": 3.565586,
        "volume": 269223
      },
      {
        "date": "2023-09-01",
        "close": 3.431876,
        "volume": 42104
      },
      {
        "date": "2023-09-08",
        "close": 3.387307,
        "volume": 73392
      },
      {
        "date": "2023-09-15",
        "close": 3.333823,
        "volume": 63015
      },
      {
        "date": "2023-09-22",
        "close": 3.271425,
        "volume": 166428
      },
      {
        "date": "2023-09-29",
        "close": 3.378393,
        "volume": 22944
      },
      {
        "date": "2023-10-06",
        "close": 3.030748,
        "volume": 11079
      },
      {
        "date": "2023-10-13",
        "close": 3.182285,
        "volume": 15877
      },
      {
        "date": "2023-10-20",
        "close": 2.92378,
        "volume": 31774
      },
      {
        "date": "2023-10-27",
        "close": 3.645812,
        "volume": 26686
      },
      {
        "date": "2023-11-03",
        "close": 3.200113,
        "volume": 15675
      },
      {
        "date": "2023-11-10",
        "close": 3.119888,
        "volume": 6212
      },
      {
        "date": "2023-11-17",
        "close": 3.262511,
        "volume": 178033
      },
      {
        "date": "2023-11-24",
        "close": 3.039662,
        "volume": 31264
      },
      {
        "date": "2023-12-01",
        "close": 3.119888,
        "volume": 134539
      },
      {
        "date": "2023-12-08",
        "close": 3.556672,
        "volume": 327603
      },
      {
        "date": "2023-12-15",
        "close": 3.512102,
        "volume": 44397
      },
      {
        "date": "2023-12-22",
        "close": 3.467532,
        "volume": 64560
      },
      {
        "date": "2023-12-29",
        "close": 3.512102,
        "volume": 56069
      },
      {
        "date": "2024-01-05",
        "close": 3.610156,
        "volume": 12211
      },
      {
        "date": "2024-01-12",
        "close": 3.699295,
        "volume": 49636
      },
      {
        "date": "2024-01-19",
        "close": 3.636898,
        "volume": 46615
      },
      {
        "date": "2024-01-26",
        "close": 3.654726,
        "volume": 32435
      },
      {
        "date": "2024-02-02",
        "close": 3.414048,
        "volume": 37048
      },
      {
        "date": "2024-02-09",
        "close": 3.565586,
        "volume": 19352
      },
      {
        "date": "2024-02-16",
        "close": 3.209027,
        "volume": 43787
      },
      {
        "date": "2024-02-23",
        "close": 3.137716,
        "volume": 59593
      },
      {
        "date": "2024-03-01",
        "close": 3.734951,
        "volume": 102691
      },
      {
        "date": "2024-03-08",
        "close": 3.52993,
        "volume": 44471
      },
      {
        "date": "2024-03-15",
        "close": 3.378393,
        "volume": 75476
      },
      {
        "date": "2024-03-22",
        "close": 3.244683,
        "volume": 100426
      },
      {
        "date": "2024-03-29",
        "close": 3.503188,
        "volume": 63214
      },
      {
        "date": "2024-04-05",
        "close": 3.369479,
        "volume": 38849
      },
      {
        "date": "2024-04-12",
        "close": 3.298167,
        "volume": 14857
      },
      {
        "date": "2024-04-19",
        "close": 3.351651,
        "volume": 14656
      },
      {
        "date": "2024-04-26",
        "close": 3.137716,
        "volume": 72831
      },
      {
        "date": "2024-05-03",
        "close": 3.01292,
        "volume": 27563
      },
      {
        "date": "2024-05-10",
        "close": 3.244683,
        "volume": 36182
      },
      {
        "date": "2024-05-17",
        "close": 3.066404,
        "volume": 84664
      },
      {
        "date": "2024-05-24",
        "close": 3.298167,
        "volume": 139003
      },
      {
        "date": "2024-05-31",
        "close": 2.852469,
        "volume": 18964
      },
      {
        "date": "2024-06-07",
        "close": 2.850776,
        "volume": 50007
      },
      {
        "date": "2024-06-14",
        "close": 2.869168,
        "volume": 9987
      },
      {
        "date": "2024-06-21",
        "close": 2.942737,
        "volume": 11361
      },
      {
        "date": "2024-06-28",
        "close": 3.163442,
        "volume": 33108
      },
      {
        "date": "2024-07-05",
        "close": 2.924345,
        "volume": 21936
      },
      {
        "date": "2024-07-12",
        "close": 3.310579,
        "volume": 3438
      },
      {
        "date": "2024-07-19",
        "close": 2.924345,
        "volume": 25749
      },
      {
        "date": "2024-07-26",
        "close": 3.402539,
        "volume": 29442
      },
      {
        "date": "2024-08-02",
        "close": 3.14505,
        "volume": 1277
      },
      {
        "date": "2024-08-09",
        "close": 3.365755,
        "volume": 44171
      },
      {
        "date": "2024-08-16",
        "close": 2.942737,
        "volume": 301567
      },
      {
        "date": "2024-08-23",
        "close": 3.549676,
        "volume": 92466
      },
      {
        "date": "2024-08-30",
        "close": 3.402539,
        "volume": 48377
      },
      {
        "date": "2024-09-06",
        "close": 3.328971,
        "volume": 41721
      },
      {
        "date": "2024-09-13",
        "close": 3.365755,
        "volume": 9658
      },
      {
        "date": "2024-09-20",
        "close": 3.568068,
        "volume": 26131
      },
      {
        "date": "2024-09-27",
        "close": 3.384147,
        "volume": 66398
      },
      {
        "date": "2024-10-04",
        "close": 3.604853,
        "volume": 31082
      },
      {
        "date": "2024-10-11",
        "close": 3.696813,
        "volume": 3692
      },
      {
        "date": "2024-10-18",
        "close": 3.402539,
        "volume": 17127
      },
      {
        "date": "2024-10-25",
        "close": 3.384147,
        "volume": 47417
      },
      {
        "date": "2024-11-01",
        "close": 3.384147,
        "volume": 91832
      },
      {
        "date": "2024-11-08",
        "close": 3.255403,
        "volume": 10079
      },
      {
        "date": "2024-11-15",
        "close": 4.119832,
        "volume": 109837
      },
      {
        "date": "2024-11-22",
        "close": 4.138224,
        "volume": 59437
      },
      {
        "date": "2024-11-29",
        "close": 4.230184,
        "volume": 40909
      },
      {
        "date": "2024-12-06",
        "close": 4.469282,
        "volume": 57522
      },
      {
        "date": "2024-12-13",
        "close": 4.156616,
        "volume": 140496
      },
      {
        "date": "2024-12-20",
        "close": 4.064655,
        "volume": 25091
      },
      {
        "date": "2024-12-27",
        "close": 4.119832,
        "volume": 7414
      },
      {
        "date": "2025-01-03",
        "close": 4.598026,
        "volume": 6885
      },
      {
        "date": "2025-01-10",
        "close": 4.579634,
        "volume": 15109
      },
      {
        "date": "2025-01-17",
        "close": 4.046263,
        "volume": 15727
      },
      {
        "date": "2025-01-24",
        "close": 4.248576,
        "volume": 10258
      },
      {
        "date": "2025-01-31",
        "close": 4.28536,
        "volume": 17267
      },
      {
        "date": "2025-02-07",
        "close": 4.561242,
        "volume": 14919
      },
      {
        "date": "2025-02-14",
        "close": 4.1934,
        "volume": 16803
      },
      {
        "date": "2025-02-21",
        "close": 4.156616,
        "volume": 53035
      },
      {
        "date": "2025-02-28",
        "close": 4.358929,
        "volume": 70070
      },
      {
        "date": "2025-03-07",
        "close": 3.917519,
        "volume": 83251
      },
      {
        "date": "2025-03-14",
        "close": 4.432498,
        "volume": 27345
      },
      {
        "date": "2025-03-21",
        "close": 4.506066,
        "volume": 7443
      },
      {
        "date": "2025-03-28",
        "close": 4.322145,
        "volume": 26955
      },
      {
        "date": "2025-04-04",
        "close": 4.54285,
        "volume": 3624
      },
      {
        "date": "2025-04-11",
        "close": 4.598026,
        "volume": 23952
      },
      {
        "date": "2025-04-18",
        "close": 4.524458,
        "volume": 23700
      },
      {
        "date": "2025-04-25",
        "close": 4.817434,
        "volume": 39406
      },
      {
        "date": "2025-05-02",
        "close": 4.52171,
        "volume": 92448
      },
      {
        "date": "2025-05-09",
        "close": 4.817434,
        "volume": 35063
      },
      {
        "date": "2025-05-16",
        "close": 5.008224,
        "volume": 32083
      },
      {
        "date": "2025-05-23",
        "close": 4.865131,
        "volume": 71317
      },
      {
        "date": "2025-05-30",
        "close": 4.731579,
        "volume": 25829
      },
      {
        "date": "2025-06-06",
        "close": 4.817434,
        "volume": 10392
      },
      {
        "date": "2025-06-13",
        "close": 4.960526,
        "volume": 19107
      },
      {
        "date": "2025-06-20",
        "close": 4.960526,
        "volume": 34157
      },
      {
        "date": "2025-06-27",
        "close": 5.008224,
        "volume": 27237
      },
      {
        "date": "2025-07-04",
        "close": 4.912829,
        "volume": 35780
      },
      {
        "date": "2025-07-11",
        "close": 5.008224,
        "volume": 18968
      },
      {
        "date": "2025-07-18",
        "close": 4.636184,
        "volume": 88661
      },
      {
        "date": "2025-07-25",
        "close": 4.865131,
        "volume": 20075
      },
      {
        "date": "2025-08-01",
        "close": 4.559869,
        "volume": 20453
      },
      {
        "date": "2025-08-08",
        "close": 4.865131,
        "volume": 68959
      },
      {
        "date": "2025-08-15",
        "close": 4.769737,
        "volume": 43596
      },
      {
        "date": "2025-08-22",
        "close": 4.197369,
        "volume": 134028
      },
      {
        "date": "2025-08-29",
        "close": 4.426316,
        "volume": 38336
      },
      {
        "date": "2025-09-05",
        "close": 4.655263,
        "volume": 19024
      },
      {
        "date": "2025-09-12",
        "close": 4.7125,
        "volume": 25934
      },
      {
        "date": "2025-09-19",
        "close": 4.483552,
        "volume": 204321
      },
      {
        "date": "2025-09-26",
        "close": 4.330921,
        "volume": 4752
      },
      {
        "date": "2025-10-03",
        "close": 4.750658,
        "volume": 63995
      },
      {
        "date": "2025-10-10",
        "close": 4.655263,
        "volume": 5988
      },
      {
        "date": "2025-10-17",
        "close": 4.559869,
        "volume": 13382
      },
      {
        "date": "2025-10-24",
        "close": 4.7125,
        "volume": 25842
      },
      {
        "date": "2025-10-31",
        "close": 4.330921,
        "volume": 55356
      },
      {
        "date": "2025-11-07",
        "close": 4.273684,
        "volume": 16890
      },
      {
        "date": "2025-11-14",
        "close": 4.912829,
        "volume": 120470
      },
      {
        "date": "2025-11-21",
        "close": 4.750658,
        "volume": 24173
      },
      {
        "date": "2025-11-28",
        "close": 4.865131,
        "volume": 31087
      },
      {
        "date": "2025-12-05",
        "close": 4.912829,
        "volume": 22417
      },
      {
        "date": "2025-12-12",
        "close": 4.731579,
        "volume": 27359
      },
      {
        "date": "2025-12-19",
        "close": 4.912829,
        "volume": 82904
      },
      {
        "date": "2025-12-26",
        "close": 4.865131,
        "volume": 4436
      },
      {
        "date": "2026-01-02",
        "close": 4.912829,
        "volume": 15929
      },
      {
        "date": "2026-01-09",
        "close": 5.342105,
        "volume": 64304
      },
      {
        "date": "2026-01-16",
        "close": 6.009869,
        "volume": 229671
      },
      {
        "date": "2026-01-23",
        "close": 5.962171,
        "volume": 62461
      },
      {
        "date": "2026-01-30",
        "close": 5.723684,
        "volume": 59447
      },
      {
        "date": "2026-02-06",
        "close": 5.819079,
        "volume": 30743
      },
      {
        "date": "2026-02-13",
        "close": 6.105263,
        "volume": 77808
      },
      {
        "date": "2026-02-20",
        "close": 6.009869,
        "volume": 123317
      },
      {
        "date": "2026-02-27",
        "close": 6.486842,
        "volume": 72111
      },
      {
        "date": "2026-03-06",
        "close": 6.534539,
        "volume": 54828
      },
      {
        "date": "2026-03-13",
        "close": 6.34375,
        "volume": 13156
      },
      {
        "date": "2026-03-20",
        "close": 6.15296,
        "volume": 42147
      },
      {
        "date": "2026-03-27",
        "close": 6.200658,
        "volume": 23889
      },
      {
        "date": "2026-04-03",
        "close": 6.582237,
        "volume": 3716
      },
      {
        "date": "2026-04-10",
        "close": 6.486842,
        "volume": 166917
      },
      {
        "date": "2026-04-17",
        "close": 6.773026,
        "volume": 178381
      },
      {
        "date": "2026-04-24",
        "close": 7.25,
        "volume": 371513
      },
      {
        "date": "2026-05-01",
        "close": 6.8,
        "volume": 111321
      },
      {
        "date": "2026-05-08",
        "close": 7.3,
        "volume": 202213
      },
      {
        "date": "2026-05-15",
        "close": 6.8,
        "volume": 92190
      },
      {
        "date": "2026-05-22",
        "close": 6.75,
        "volume": 98248
      },
      {
        "date": "2026-05-29",
        "close": 6.45,
        "volume": 91410
      },
      {
        "date": "2026-06-05",
        "close": 6.35,
        "volume": 13320
      },
      {
        "date": "2026-06-12",
        "close": 5.95,
        "volume": 83721
      },
      {
        "date": "2026-06-19",
        "close": 6.3,
        "volume": 81656
      },
      {
        "date": "2026-06-26",
        "close": 6.25,
        "volume": 4606
      },
      {
        "date": "2026-07-03",
        "close": 6.95,
        "volume": 11929
      },
      {
        "date": "2026-07-10",
        "close": 7.2,
        "volume": 117720
      },
      {
        "date": "2026-07-17",
        "close": 6.8,
        "volume": 56095
      },
      {
        "date": "2026-07-24",
        "close": 6.9,
        "volume": 47626
      },
      {
        "date": "2026-07-31",
        "close": 7.25,
        "volume": 83468
      },
      {
        "date": "2026-08-07",
        "close": 7.05,
        "volume": 35067
      }
    ],
    "sharemaestro_context": {
      "trend": 6.518026,
      "fair_value": 4.430329,
      "market_activity": 56.962045,
      "market_dynamics": -0.262735,
      "relative_strength": 10.131301
    },
    "historical_outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.012073,
        "directional_follow_through": 0.3,
        "regime_survival": 1.0,
        "conditional_difference": -0.027946,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.236217,
        "directional_follow_through": 1.0,
        "regime_survival": 1.0,
        "conditional_difference": 0.175045,
        "sufficient": false
      },
      {
        "horizon": "Longer term",
        "sample_count": 3,
        "median_return": 0.260204,
        "directional_follow_through": 1.0,
        "regime_survival": 1.0,
        "conditional_difference": 0.071885,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.317851,
        "directional_follow_through": 1.0,
        "regime_survival": 1.0,
        "conditional_difference": -0.047633,
        "sufficient": false
      }
    ],
    "regime_history": [
      {
        "direction": "negative",
        "start": "2023-12-15",
        "end": "2024-09-06",
        "tenure": "Extended",
        "return": -0.052143
      },
      {
        "direction": "positive",
        "start": "2024-09-13",
        "end": "2024-10-18",
        "tenure": "Developing",
        "return": 0.010929
      },
      {
        "direction": "negative",
        "start": "2024-10-25",
        "end": "2024-10-25",
        "tenure": "Brief",
        "return": 0.0
      },
      {
        "direction": "positive",
        "start": "2024-11-01",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": 1.083243
      }
    ]
  }
}